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authorTreeHugger Robot <treehugger-gerrit@google.com>2020-04-14 15:02:33 +0000
committerAndroid (Google) Code Review <android-gerrit@google.com>2020-04-14 15:02:33 +0000
commit040908130c3404ee6fcf9aa1a7da3fc31b7d325b (patch)
treeaaae9483b12828a3112c59ba6b57ae470b8b6893 /nn/runtime
parent47d0964477c6f3bbade5b3da97f8cac394c2b6d4 (diff)
parent42066043b260bf5b965ad7b83a28628d9eb2f3c5 (diff)
downloadml-040908130c3404ee6fcf9aa1a7da3fc31b7d325b.tar.gz
Merge "Add WHILE tests with CONSTANT_REFERENCE inputs" into rvc-dev
Diffstat (limited to 'nn/runtime')
-rw-r--r--nn/runtime/test/generated/spec_V1_3/while_fib.example.cpp26900
-rw-r--r--nn/runtime/test/generated/spec_V1_3/while_sum_of_powers.example.cpp7749
-rw-r--r--nn/runtime/test/specs/V1_3/while_fib.mod.py14
-rw-r--r--nn/runtime/test/specs/V1_3/while_sum_of_powers.mod.py11
4 files changed, 34330 insertions, 344 deletions
diff --git a/nn/runtime/test/generated/spec_V1_3/while_fib.example.cpp b/nn/runtime/test/generated/spec_V1_3/while_fib.example.cpp
index f30d9a698..fdae5498a 100644
--- a/nn/runtime/test/generated/spec_V1_3/while_fib.example.cpp
+++ b/nn/runtime/test/generated/spec_V1_3/while_fib.example.cpp
@@ -586,17 +586,17 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param20
+ }, { // param40
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -859,17 +859,17 @@ const TestModel& get_test_model_1_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param21
+ }, { // param41
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -1650,17 +1650,17 @@ const TestModel& get_test_model_1_relaxed_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param25
+ }, { // param45
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -1923,17 +1923,17 @@ const TestModel& get_test_model_1_relaxed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param26
+ }, { // param46
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -2714,17 +2714,17 @@ const TestModel& get_test_model_1_float16_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param30
+ }, { // param50
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -2987,17 +2987,17 @@ const TestModel& get_test_model_1_float16_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param31
+ }, { // param51
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -3778,17 +3778,17 @@ const TestModel& get_test_model_1_quant8_all_tensors_as_inputs_all_inputs_as_int
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param35
+ }, { // param55
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -4051,17 +4051,17 @@ const TestModel& get_test_model_1_quant8_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param36
+ }, { // param56
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -4842,17 +4842,17 @@ const TestModel& get_test_model_1_quant8_signed_all_tensors_as_inputs_all_inputs
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param40
+ }, { // param60
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -5115,17 +5115,17 @@ const TestModel& get_test_model_1_quant8_signed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param41
+ }, { // param61
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -5906,17 +5906,17 @@ const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param45
+ }, { // param65
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -6179,17 +6179,17 @@ const TestModel& get_test_model_2_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param46
+ }, { // param66
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -6970,17 +6970,17 @@ const TestModel& get_test_model_2_relaxed_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param50
+ }, { // param70
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -7243,17 +7243,17 @@ const TestModel& get_test_model_2_relaxed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param51
+ }, { // param71
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -8034,17 +8034,17 @@ const TestModel& get_test_model_2_float16_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param55
+ }, { // param75
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -8307,17 +8307,17 @@ const TestModel& get_test_model_2_float16_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param56
+ }, { // param76
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -9098,17 +9098,17 @@ const TestModel& get_test_model_2_quant8_all_tensors_as_inputs_all_inputs_as_int
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param60
+ }, { // param80
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -9371,17 +9371,17 @@ const TestModel& get_test_model_2_quant8_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param61
+ }, { // param81
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10162,17 +10162,17 @@ const TestModel& get_test_model_2_quant8_signed_all_tensors_as_inputs_all_inputs
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param65
+ }, { // param85
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10435,17 +10435,17 @@ const TestModel& get_test_model_2_quant8_signed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param66
+ }, { // param86
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11226,17 +11226,17 @@ const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param70
+ }, { // param90
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11499,17 +11499,17 @@ const TestModel& get_test_model_3_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param71
+ }, { // param91
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -12290,17 +12290,17 @@ const TestModel& get_test_model_3_relaxed_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param75
+ }, { // param95
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -12563,17 +12563,17 @@ const TestModel& get_test_model_3_relaxed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param76
+ }, { // param96
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -13354,17 +13354,17 @@ const TestModel& get_test_model_3_float16_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param80
+ }, { // param100
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -13627,17 +13627,17 @@ const TestModel& get_test_model_3_float16_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param81
+ }, { // param101
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -14418,17 +14418,17 @@ const TestModel& get_test_model_3_quant8_all_tensors_as_inputs_all_inputs_as_int
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param85
+ }, { // param105
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -14691,17 +14691,17 @@ const TestModel& get_test_model_3_quant8_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param86
+ }, { // param106
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -15482,17 +15482,17 @@ const TestModel& get_test_model_3_quant8_signed_all_tensors_as_inputs_all_inputs
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param90
+ }, { // param110
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -15755,17 +15755,17 @@ const TestModel& get_test_model_3_quant8_signed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param91
+ }, { // param111
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -16546,17 +16546,17 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param95
+ }, { // param115
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -16819,17 +16819,17 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param96
+ }, { // param116
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -17610,17 +17610,17 @@ const TestModel& get_test_model_4_relaxed_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param100
+ }, { // param120
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -17883,17 +17883,17 @@ const TestModel& get_test_model_4_relaxed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param101
+ }, { // param121
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -18674,17 +18674,17 @@ const TestModel& get_test_model_4_float16_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param105
+ }, { // param125
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -18947,17 +18947,17 @@ const TestModel& get_test_model_4_float16_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param106
+ }, { // param126
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -19738,17 +19738,17 @@ const TestModel& get_test_model_4_quant8_all_tensors_as_inputs_all_inputs_as_int
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param110
+ }, { // param130
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -20011,17 +20011,17 @@ const TestModel& get_test_model_4_quant8_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param111
+ }, { // param131
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -20802,17 +20802,17 @@ const TestModel& get_test_model_4_quant8_signed_all_tensors_as_inputs_all_inputs
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param115
+ }, { // param135
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -21075,17 +21075,17 @@ const TestModel& get_test_model_4_quant8_signed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param116
+ }, { // param136
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -21866,17 +21866,17 @@ const TestModel& get_test_model_5_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param120
+ }, { // param140
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -22139,17 +22139,17 @@ const TestModel& get_test_model_5_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param121
+ }, { // param141
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -22930,17 +22930,17 @@ const TestModel& get_test_model_5_relaxed_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param125
+ }, { // param145
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -23203,17 +23203,17 @@ const TestModel& get_test_model_5_relaxed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param126
+ }, { // param146
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -23994,17 +23994,17 @@ const TestModel& get_test_model_5_float16_all_tensors_as_inputs_all_inputs_as_in
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param130
+ }, { // param150
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -24267,17 +24267,17 @@ const TestModel& get_test_model_5_float16_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<_Float16>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT16,
.zeroPoint = 0
- }, { // param131
+ }, { // param151
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -25058,17 +25058,17 @@ const TestModel& get_test_model_5_quant8_all_tensors_as_inputs_all_inputs_as_int
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param135
+ }, { // param155
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -25331,17 +25331,17 @@ const TestModel& get_test_model_5_quant8_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<uint8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM,
.zeroPoint = 0
- }, { // param136
+ }, { // param156
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -26122,17 +26122,17 @@ const TestModel& get_test_model_5_quant8_signed_all_tensors_as_inputs_all_inputs
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param140
+ }, { // param160
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -26395,17 +26395,17 @@ const TestModel& get_test_model_5_quant8_signed_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int8_t>({0}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 1.0f,
.type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
.zeroPoint = 0
- }, { // param141
+ }, { // param161
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -26604,3 +26604,26603 @@ const auto dummy_test_model_5_quant8_signed_all_outputs_as_internal = TestModelM
} // namespace generated_tests::while_fib
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_2 = TestModelManager::get().add("while_fib_1_2", get_test_model_1_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_1_all_tensors_as_inputs_2", get_test_model_1_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init5_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy125
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param165
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_1_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy126
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param166
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out10_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_1_all_outputs_as_internal_2", get_test_model_1_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_relaxed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_relaxed_2 = TestModelManager::get().add("while_fib_1_relaxed_2", get_test_model_1_relaxed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_relaxed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_1_relaxed_all_tensors_as_inputs_2", get_test_model_1_relaxed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init5_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy130
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param170
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_1_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_relaxed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy131
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param171
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out10_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_1_relaxed_all_outputs_as_internal_2", get_test_model_1_relaxed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_float16_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_float16_2 = TestModelManager::get().add("while_fib_1_float16_2", get_test_model_1_float16_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_float16_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_1_float16_all_tensors_as_inputs_2", get_test_model_1_float16_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_float16_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // fib_init5_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy135
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param175
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_1_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_1_float16_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_float16_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy136
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param176
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out10_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_1_float16_all_outputs_as_internal_2", get_test_model_1_float16_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_quant8_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_quant8_2 = TestModelManager::get().add("while_fib_1_quant8_2", get_test_model_1_quant8_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_quant8_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_quant8_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_1_quant8_all_tensors_as_inputs_2", get_test_model_1_quant8_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_quant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // fib_init5_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy140
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param180
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_quant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_1_quant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_1_quant8_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_quant8_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy141
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param181
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out10_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_quant8_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_1_quant8_all_outputs_as_internal_2", get_test_model_1_quant8_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_quant8_signed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_quant8_signed_2 = TestModelManager::get().add("while_fib_1_quant8_signed_2", get_test_model_1_quant8_signed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_quant8_signed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_1_quant8_signed_all_tensors_as_inputs_2", get_test_model_1_quant8_signed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // fib_init5_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy145
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param185
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_1_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_1_quant8_signed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy146
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param186
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out10_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_1_quant8_signed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_1_quant8_signed_all_outputs_as_internal_2", get_test_model_1_quant8_signed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_2 = TestModelManager::get().add("while_fib_2_2", get_test_model_2_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_2_all_tensors_as_inputs_2", get_test_model_2_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init6_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy150
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param190
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_2_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy151
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param191
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out12_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_2_all_outputs_as_internal_2", get_test_model_2_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_relaxed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_relaxed_2 = TestModelManager::get().add("while_fib_2_relaxed_2", get_test_model_2_relaxed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_relaxed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_2_relaxed_all_tensors_as_inputs_2", get_test_model_2_relaxed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init6_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy155
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param195
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_2_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_relaxed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy156
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param196
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out12_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_2_relaxed_all_outputs_as_internal_2", get_test_model_2_relaxed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_float16_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_float16_2 = TestModelManager::get().add("while_fib_2_float16_2", get_test_model_2_float16_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_float16_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_2_float16_all_tensors_as_inputs_2", get_test_model_2_float16_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_float16_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // fib_init6_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy160
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param200
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_2_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_2_float16_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_float16_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy161
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param201
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out12_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 2.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_2_float16_all_outputs_as_internal_2", get_test_model_2_float16_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_quant8_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 2}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_quant8_2 = TestModelManager::get().add("while_fib_2_quant8_2", get_test_model_2_quant8_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_quant8_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 2}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_quant8_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_2_quant8_all_tensors_as_inputs_2", get_test_model_2_quant8_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_quant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 2}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // fib_init6_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy165
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param205
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_quant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_2_quant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_2_quant8_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_quant8_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy166
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param206
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out12_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 2}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_quant8_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_2_quant8_all_outputs_as_internal_2", get_test_model_2_quant8_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_quant8_signed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 2}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_quant8_signed_2 = TestModelManager::get().add("while_fib_2_quant8_signed_2", get_test_model_2_quant8_signed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_quant8_signed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 2}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_2_quant8_signed_all_tensors_as_inputs_2", get_test_model_2_quant8_signed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 2}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // fib_init6_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy170
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param210
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_2_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_2_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_2_quant8_signed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy171
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param211
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out12_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 2}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_quant8_signed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_2_quant8_signed_all_outputs_as_internal_2", get_test_model_2_quant8_signed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_2 = TestModelManager::get().add("while_fib_3_2", get_test_model_3_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_3_all_tensors_as_inputs_2", get_test_model_3_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init7_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy175
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param215
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_3_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy176
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param216
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out14_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_3_all_outputs_as_internal_2", get_test_model_3_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_relaxed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_relaxed_2 = TestModelManager::get().add("while_fib_3_relaxed_2", get_test_model_3_relaxed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_relaxed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_3_relaxed_all_tensors_as_inputs_2", get_test_model_3_relaxed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init7_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy180
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param220
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_3_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_relaxed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy181
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param221
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out14_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_3_relaxed_all_outputs_as_internal_2", get_test_model_3_relaxed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_float16_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_float16_2 = TestModelManager::get().add("while_fib_3_float16_2", get_test_model_3_float16_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_float16_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_3_float16_all_tensors_as_inputs_2", get_test_model_3_float16_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_float16_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // fib_init7_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy185
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param225
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_3_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_3_float16_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_float16_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy186
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param226
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out14_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_3_float16_all_outputs_as_internal_2", get_test_model_3_float16_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_quant8_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({2, 3}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_quant8_2 = TestModelManager::get().add("while_fib_3_quant8_2", get_test_model_3_quant8_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_quant8_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({2, 3}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_quant8_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_3_quant8_all_tensors_as_inputs_2", get_test_model_3_quant8_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_quant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({2, 3}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // fib_init7_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy190
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param230
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_quant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_3_quant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_3_quant8_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_quant8_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy191
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param231
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out14_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({2, 3}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_quant8_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_3_quant8_all_outputs_as_internal_2", get_test_model_3_quant8_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_quant8_signed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({2, 3}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_quant8_signed_2 = TestModelManager::get().add("while_fib_3_quant8_signed_2", get_test_model_3_quant8_signed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_quant8_signed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({2, 3}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_3_quant8_signed_all_tensors_as_inputs_2", get_test_model_3_quant8_signed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({2, 3}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // fib_init7_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy195
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param235
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_3_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_3_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_3_quant8_signed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy196
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param236
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out14_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({2, 3}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_quant8_signed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_3_quant8_signed_all_outputs_as_internal_2", get_test_model_3_quant8_signed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_2 = TestModelManager::get().add("while_fib_4_2", get_test_model_4_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_4_all_tensors_as_inputs_2", get_test_model_4_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init8_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy200
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param240
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_4_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy201
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param241
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out16_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_4_all_outputs_as_internal_2", get_test_model_4_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_relaxed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_relaxed_2 = TestModelManager::get().add("while_fib_4_relaxed_2", get_test_model_4_relaxed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_relaxed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_4_relaxed_all_tensors_as_inputs_2", get_test_model_4_relaxed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init8_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy205
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param245
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_4_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_relaxed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy206
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param246
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out16_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_4_relaxed_all_outputs_as_internal_2", get_test_model_4_relaxed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_float16_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_float16_2 = TestModelManager::get().add("while_fib_4_float16_2", get_test_model_4_float16_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_float16_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_4_float16_all_tensors_as_inputs_2", get_test_model_4_float16_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_float16_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // fib_init8_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy210
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param250
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_4_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_4_float16_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_float16_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy211
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param251
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out16_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({3.0f, 5.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_4_float16_all_outputs_as_internal_2", get_test_model_4_float16_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_quant8_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({3, 5}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_quant8_2 = TestModelManager::get().add("while_fib_4_quant8_2", get_test_model_4_quant8_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_quant8_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({3, 5}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_quant8_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_4_quant8_all_tensors_as_inputs_2", get_test_model_4_quant8_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_quant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({3, 5}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // fib_init8_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy215
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param255
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_quant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_4_quant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_4_quant8_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_quant8_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy216
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param256
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out16_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({3, 5}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_quant8_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_4_quant8_all_outputs_as_internal_2", get_test_model_4_quant8_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_quant8_signed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({3, 5}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_quant8_signed_2 = TestModelManager::get().add("while_fib_4_quant8_signed_2", get_test_model_4_quant8_signed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_quant8_signed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({3, 5}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_4_quant8_signed_all_tensors_as_inputs_2", get_test_model_4_quant8_signed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({3, 5}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // fib_init8_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy220
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param260
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_4_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_4_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_4_quant8_signed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy221
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param261
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out16_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({3, 5}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias8
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_quant8_signed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_4_quant8_signed_all_outputs_as_internal_2", get_test_model_4_quant8_signed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_2 = TestModelManager::get().add("while_fib_5_2", get_test_model_5_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_5_all_tensors_as_inputs_2", get_test_model_5_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init9_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy225
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param265
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_5_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_5_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy226
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param266
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out18_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_5_all_outputs_as_internal_2", get_test_model_5_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_relaxed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_relaxed_2 = TestModelManager::get().add("while_fib_5_relaxed_2", get_test_model_5_relaxed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_relaxed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_relaxed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_5_relaxed_all_tensors_as_inputs_2", get_test_model_5_relaxed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // fib_init9_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy230
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param270
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_5_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_5_relaxed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_relaxed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = true,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy231
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param271
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out18_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::UNKNOWN,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_relaxed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_5_relaxed_all_outputs_as_internal_2", get_test_model_5_relaxed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_float16_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_float16_2 = TestModelManager::get().add("while_fib_5_float16_2", get_test_model_5_float16_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_float16_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_float16_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_5_float16_all_tensors_as_inputs_2", get_test_model_5_float16_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_float16_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // fib_init9_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy235
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param275
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_float16_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_5_float16_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_5_float16_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_float16_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // dummy236
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param276
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out18_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({5.0f, 8.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 1.0f, 1.0f, 1.0f}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<_Float16>({0.0f, 0.0f}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT16,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_float16_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_5_float16_all_outputs_as_internal_2", get_test_model_5_float16_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_quant8_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({5, 8}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_quant8_2 = TestModelManager::get().add("while_fib_5_quant8_2", get_test_model_5_quant8_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_quant8_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({5, 8}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_quant8_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_5_quant8_all_tensors_as_inputs_2", get_test_model_5_quant8_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_quant8_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({5, 8}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // fib_init9_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy240
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param280
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_quant8_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_5_quant8_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_5_quant8_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_quant8_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // dummy241
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // param281
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out18_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({5, 8}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_quant8_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_5_quant8_all_outputs_as_internal_2", get_test_model_5_quant8_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_quant8_signed_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({5, 8}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_quant8_signed_2 = TestModelManager::get().add("while_fib_5_quant8_signed_2", get_test_model_5_quant8_signed_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_quant8_signed_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({5, 8}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_quant8_signed_all_tensors_as_inputs_2 = TestModelManager::get().add("while_fib_5_quant8_signed_all_tensors_as_inputs_2", get_test_model_5_quant8_signed_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 6},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({5, 8}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // fib_init9_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy245
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param285
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 8},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {5}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_fib_5_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_5_quant8_signed_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
+namespace generated_tests::while_fib {
+
+const TestModel& get_test_model_5_quant8_signed_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4},
+ .operands = {{ // cond9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // body9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // fib_init9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({1, 1}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({5}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // dummy246
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // param286
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // fib_out18_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({5, 8}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4},
+ .outputs = {5},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {5, 6, 7},
+ .outputs = {8},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {8}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // cond
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {3},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {3}
+ }, { // body
+ .inputIndexes = {0, 1, 2},
+ .operands = {{ // fib19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // fib_out19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // i_out9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // matrix9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int8_t>({0, 1, 1, 1}),
+ .dimensions = {2, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_QUANT8_ASYMM_SIGNED,
+ .zeroPoint = 0
+ }, { // zero_bias9
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0, 0}),
+ .dimensions = {2, 1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 1.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 5, 6},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 7, 8, 9},
+ .outputs = {3},
+ .type = TestOperationType::FULLY_CONNECTED
+ }},
+ .outputIndexes = {3, 4}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_5_quant8_signed_all_outputs_as_internal_2 = TestModelManager::get().add("while_fib_5_quant8_signed_all_outputs_as_internal_2", get_test_model_5_quant8_signed_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_fib
+
diff --git a/nn/runtime/test/generated/spec_V1_3/while_sum_of_powers.example.cpp b/nn/runtime/test/generated/spec_V1_3/while_sum_of_powers.example.cpp
index d2736f7b8..c9082ff85 100644
--- a/nn/runtime/test/generated/spec_V1_3/while_sum_of_powers.example.cpp
+++ b/nn/runtime/test/generated/spec_V1_3/while_sum_of_powers.example.cpp
@@ -563,17 +563,17 @@ const TestModel& get_test_model_1_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param60
+ }, { // param96
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -1527,17 +1527,17 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param61
+ }, { // param97
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -1557,17 +1557,17 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param62
+ }, { // param98
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -2050,17 +2050,17 @@ const TestModel& get_test_model_1_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param63
+ }, { // param99
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -2467,7 +2467,7 @@ const auto dummy_test_model_1_all_outputs_as_internal = TestModelManager::get().
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_1_2() {
+const TestModel& get_test_model_2() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -2516,7 +2516,7 @@ const TestModel& get_test_model_1_2() {
.zeroPoint = 0
}, { // n3
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({1}),
+ .data = TestBuffer::createFromVector<int32_t>({2}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -2536,7 +2536,7 @@ const TestModel& get_test_model_1_2() {
.zeroPoint = 0
}, { // sum3
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -2926,13 +2926,13 @@ const TestModel& get_test_model_1_2() {
return model;
}
-const auto dummy_test_model_1_2 = TestModelManager::get().add("while_sum_of_powers_1_2", get_test_model_1_2());
+const auto dummy_test_model_2 = TestModelManager::get().add("while_sum_of_powers_2", get_test_model_2());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_1_all_inputs_as_internal_2() {
+const TestModel& get_test_model_2_all_inputs_as_internal() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -2981,7 +2981,7 @@ const TestModel& get_test_model_1_all_inputs_as_internal_2() {
.zeroPoint = 0
}, { // n3
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({1}),
+ .data = TestBuffer::createFromVector<int32_t>({2}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -3001,7 +3001,7 @@ const TestModel& get_test_model_1_all_inputs_as_internal_2() {
.zeroPoint = 0
}, { // sum3
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -3024,17 +3024,17 @@ const TestModel& get_test_model_1_all_inputs_as_internal_2() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param67
+ }, { // param103
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -3425,13 +3425,13 @@ const TestModel& get_test_model_1_all_inputs_as_internal_2() {
return model;
}
-const auto dummy_test_model_1_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_1_all_inputs_as_internal_2", get_test_model_1_all_inputs_as_internal_2());
+const auto dummy_test_model_2_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_2_all_inputs_as_internal", get_test_model_2_all_inputs_as_internal());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_1_all_tensors_as_inputs_2() {
+const TestModel& get_test_model_2_all_tensors_as_inputs() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -3480,7 +3480,7 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_2() {
.zeroPoint = 0
}, { // n3
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({1}),
+ .data = TestBuffer::createFromVector<int32_t>({2}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -3500,7 +3500,7 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_2() {
.zeroPoint = 0
}, { // sum3
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -3890,13 +3890,13 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_2() {
return model;
}
-const auto dummy_test_model_1_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_1_all_tensors_as_inputs_2", get_test_model_1_all_tensors_as_inputs_2());
+const auto dummy_test_model_2_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_2_all_tensors_as_inputs", get_test_model_2_all_tensors_as_inputs());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2() {
+const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -3945,7 +3945,7 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2
.zeroPoint = 0
}, { // n3
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({1}),
+ .data = TestBuffer::createFromVector<int32_t>({2}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -3965,7 +3965,7 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2
.zeroPoint = 0
}, { // sum3
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -3988,17 +3988,17 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param68
+ }, { // param104
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -4018,17 +4018,17 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param69
+ }, { // param105
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -4423,13 +4423,13 @@ const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2
return model;
}
-const auto dummy_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_1_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2());
+const auto dummy_test_model_2_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_2_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_1_all_outputs_as_internal_2() {
+const TestModel& get_test_model_2_all_outputs_as_internal() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -4478,7 +4478,7 @@ const TestModel& get_test_model_1_all_outputs_as_internal_2() {
.zeroPoint = 0
}, { // n3
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({1}),
+ .data = TestBuffer::createFromVector<int32_t>({2}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -4511,24 +4511,24 @@ const TestModel& get_test_model_1_all_outputs_as_internal_2() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param70
+ }, { // param106
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
.zeroPoint = 0
}, { // sum3_new
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -4922,13 +4922,13 @@ const TestModel& get_test_model_1_all_outputs_as_internal_2() {
return model;
}
-const auto dummy_test_model_1_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_1_all_outputs_as_internal_2", get_test_model_1_all_outputs_as_internal_2());
+const auto dummy_test_model_2_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_2_all_outputs_as_internal", get_test_model_2_all_outputs_as_internal());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_2() {
+const TestModel& get_test_model_3() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -4977,7 +4977,7 @@ const TestModel& get_test_model_2() {
.zeroPoint = 0
}, { // n6
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({2}),
+ .data = TestBuffer::createFromVector<int32_t>({3}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -4997,7 +4997,7 @@ const TestModel& get_test_model_2() {
.zeroPoint = 0
}, { // sum6
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -5387,13 +5387,13 @@ const TestModel& get_test_model_2() {
return model;
}
-const auto dummy_test_model_2 = TestModelManager::get().add("while_sum_of_powers_2", get_test_model_2());
+const auto dummy_test_model_3 = TestModelManager::get().add("while_sum_of_powers_3", get_test_model_3());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_2_all_inputs_as_internal() {
+const TestModel& get_test_model_3_all_inputs_as_internal() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -5442,7 +5442,7 @@ const TestModel& get_test_model_2_all_inputs_as_internal() {
.zeroPoint = 0
}, { // n6
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({2}),
+ .data = TestBuffer::createFromVector<int32_t>({3}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -5462,7 +5462,7 @@ const TestModel& get_test_model_2_all_inputs_as_internal() {
.zeroPoint = 0
}, { // sum6
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -5485,17 +5485,17 @@ const TestModel& get_test_model_2_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param74
+ }, { // param110
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -5886,13 +5886,13 @@ const TestModel& get_test_model_2_all_inputs_as_internal() {
return model;
}
-const auto dummy_test_model_2_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_2_all_inputs_as_internal", get_test_model_2_all_inputs_as_internal());
+const auto dummy_test_model_3_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_3_all_inputs_as_internal", get_test_model_3_all_inputs_as_internal());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_2_all_tensors_as_inputs() {
+const TestModel& get_test_model_3_all_tensors_as_inputs() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -5941,7 +5941,7 @@ const TestModel& get_test_model_2_all_tensors_as_inputs() {
.zeroPoint = 0
}, { // n6
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({2}),
+ .data = TestBuffer::createFromVector<int32_t>({3}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -5961,7 +5961,7 @@ const TestModel& get_test_model_2_all_tensors_as_inputs() {
.zeroPoint = 0
}, { // sum6
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -6351,13 +6351,13 @@ const TestModel& get_test_model_2_all_tensors_as_inputs() {
return model;
}
-const auto dummy_test_model_2_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_2_all_tensors_as_inputs", get_test_model_2_all_tensors_as_inputs());
+const auto dummy_test_model_3_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_3_all_tensors_as_inputs", get_test_model_3_all_tensors_as_inputs());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal() {
+const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -6406,7 +6406,7 @@ const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal()
.zeroPoint = 0
}, { // n6
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({2}),
+ .data = TestBuffer::createFromVector<int32_t>({3}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -6426,7 +6426,7 @@ const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal()
.zeroPoint = 0
}, { // sum6
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -6449,17 +6449,17 @@ const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param75
+ }, { // param111
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -6479,17 +6479,17 @@ const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param76
+ }, { // param112
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -6884,13 +6884,13 @@ const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal()
return model;
}
-const auto dummy_test_model_2_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_2_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal());
+const auto dummy_test_model_3_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_3_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_2_all_outputs_as_internal() {
+const TestModel& get_test_model_3_all_outputs_as_internal() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -6939,7 +6939,7 @@ const TestModel& get_test_model_2_all_outputs_as_internal() {
.zeroPoint = 0
}, { // n6
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({2}),
+ .data = TestBuffer::createFromVector<int32_t>({3}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -6972,24 +6972,24 @@ const TestModel& get_test_model_2_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param77
+ }, { // param113
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
.zeroPoint = 0
}, { // sum6_new
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -7383,13 +7383,13 @@ const TestModel& get_test_model_2_all_outputs_as_internal() {
return model;
}
-const auto dummy_test_model_2_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_2_all_outputs_as_internal", get_test_model_2_all_outputs_as_internal());
+const auto dummy_test_model_3_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_3_all_outputs_as_internal", get_test_model_3_all_outputs_as_internal());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_3() {
+const TestModel& get_test_model_4() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -7438,7 +7438,7 @@ const TestModel& get_test_model_3() {
.zeroPoint = 0
}, { // n9
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({3}),
+ .data = TestBuffer::createFromVector<int32_t>({4}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -7458,7 +7458,7 @@ const TestModel& get_test_model_3() {
.zeroPoint = 0
}, { // sum9
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -7848,13 +7848,13 @@ const TestModel& get_test_model_3() {
return model;
}
-const auto dummy_test_model_3 = TestModelManager::get().add("while_sum_of_powers_3", get_test_model_3());
+const auto dummy_test_model_4 = TestModelManager::get().add("while_sum_of_powers_4", get_test_model_4());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_3_all_inputs_as_internal() {
+const TestModel& get_test_model_4_all_inputs_as_internal() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -7903,7 +7903,7 @@ const TestModel& get_test_model_3_all_inputs_as_internal() {
.zeroPoint = 0
}, { // n9
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({3}),
+ .data = TestBuffer::createFromVector<int32_t>({4}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -7923,7 +7923,7 @@ const TestModel& get_test_model_3_all_inputs_as_internal() {
.zeroPoint = 0
}, { // sum9
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -7946,17 +7946,17 @@ const TestModel& get_test_model_3_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param81
+ }, { // param117
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -8347,13 +8347,13 @@ const TestModel& get_test_model_3_all_inputs_as_internal() {
return model;
}
-const auto dummy_test_model_3_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_3_all_inputs_as_internal", get_test_model_3_all_inputs_as_internal());
+const auto dummy_test_model_4_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_4_all_inputs_as_internal", get_test_model_4_all_inputs_as_internal());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_3_all_tensors_as_inputs() {
+const TestModel& get_test_model_4_all_tensors_as_inputs() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -8402,7 +8402,7 @@ const TestModel& get_test_model_3_all_tensors_as_inputs() {
.zeroPoint = 0
}, { // n9
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({3}),
+ .data = TestBuffer::createFromVector<int32_t>({4}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -8422,7 +8422,7 @@ const TestModel& get_test_model_3_all_tensors_as_inputs() {
.zeroPoint = 0
}, { // sum9
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -8812,13 +8812,13 @@ const TestModel& get_test_model_3_all_tensors_as_inputs() {
return model;
}
-const auto dummy_test_model_3_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_3_all_tensors_as_inputs", get_test_model_3_all_tensors_as_inputs());
+const auto dummy_test_model_4_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_4_all_tensors_as_inputs", get_test_model_4_all_tensors_as_inputs());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal() {
+const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -8867,7 +8867,7 @@ const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal()
.zeroPoint = 0
}, { // n9
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({3}),
+ .data = TestBuffer::createFromVector<int32_t>({4}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -8887,7 +8887,7 @@ const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal()
.zeroPoint = 0
}, { // sum9
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -8910,17 +8910,17 @@ const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param82
+ }, { // param118
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -8940,17 +8940,17 @@ const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param83
+ }, { // param119
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -9345,13 +9345,13 @@ const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal()
return model;
}
-const auto dummy_test_model_3_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_3_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal());
+const auto dummy_test_model_4_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_4_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_3_all_outputs_as_internal() {
+const TestModel& get_test_model_4_all_outputs_as_internal() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -9400,7 +9400,7 @@ const TestModel& get_test_model_3_all_outputs_as_internal() {
.zeroPoint = 0
}, { // n9
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({3}),
+ .data = TestBuffer::createFromVector<int32_t>({4}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -9433,24 +9433,24 @@ const TestModel& get_test_model_3_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param84
+ }, { // param120
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
.zeroPoint = 0
}, { // sum9_new
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -9844,13 +9844,13 @@ const TestModel& get_test_model_3_all_outputs_as_internal() {
return model;
}
-const auto dummy_test_model_3_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_3_all_outputs_as_internal", get_test_model_3_all_outputs_as_internal());
+const auto dummy_test_model_4_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_4_all_outputs_as_internal", get_test_model_4_all_outputs_as_internal());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_4() {
+const TestModel& get_test_model_1_2() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -9882,7 +9882,7 @@ const TestModel& get_test_model_4() {
.data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
.dimensions = {1, 2},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
@@ -9892,14 +9892,14 @@ const TestModel& get_test_model_4() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
.zeroPoint = 0
}, { // n12
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({4}),
+ .data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -9919,7 +9919,7 @@ const TestModel& get_test_model_4() {
.zeroPoint = 0
}, { // sum12
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -10082,7 +10082,7 @@ const TestModel& get_test_model_4() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -10102,7 +10102,7 @@ const TestModel& get_test_model_4() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -10112,7 +10112,7 @@ const TestModel& get_test_model_4() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10122,7 +10122,7 @@ const TestModel& get_test_model_4() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10268,7 +10268,7 @@ const TestModel& get_test_model_4() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10278,7 +10278,7 @@ const TestModel& get_test_model_4() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -10288,7 +10288,7 @@ const TestModel& get_test_model_4() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10309,13 +10309,13 @@ const TestModel& get_test_model_4() {
return model;
}
-const auto dummy_test_model_4 = TestModelManager::get().add("while_sum_of_powers_4", get_test_model_4());
+const auto dummy_test_model_1_2 = TestModelManager::get().add("while_sum_of_powers_1_2", get_test_model_1_2());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_4_all_inputs_as_internal() {
+const TestModel& get_test_model_1_all_inputs_as_internal_2() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -10347,7 +10347,7 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
.dimensions = {1, 2},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
@@ -10357,14 +10357,14 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
.zeroPoint = 0
}, { // n12
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({4}),
+ .data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -10384,7 +10384,7 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.zeroPoint = 0
}, { // sum12
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -10407,17 +10407,17 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param88
+ }, { // param124
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10581,7 +10581,7 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -10601,7 +10601,7 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -10611,7 +10611,7 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10621,7 +10621,7 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10767,7 +10767,7 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10777,7 +10777,7 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -10787,7 +10787,7 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -10808,13 +10808,13 @@ const TestModel& get_test_model_4_all_inputs_as_internal() {
return model;
}
-const auto dummy_test_model_4_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_4_all_inputs_as_internal", get_test_model_4_all_inputs_as_internal());
+const auto dummy_test_model_1_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_1_all_inputs_as_internal_2", get_test_model_1_all_inputs_as_internal_2());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_4_all_tensors_as_inputs() {
+const TestModel& get_test_model_1_all_tensors_as_inputs_2() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -10856,14 +10856,14 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
.zeroPoint = 0
}, { // n12
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({4}),
+ .data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -10883,7 +10883,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
.zeroPoint = 0
}, { // sum12
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -11046,7 +11046,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -11066,7 +11066,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -11076,7 +11076,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11086,7 +11086,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11232,7 +11232,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11242,7 +11242,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -11252,7 +11252,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11273,13 +11273,13 @@ const TestModel& get_test_model_4_all_tensors_as_inputs() {
return model;
}
-const auto dummy_test_model_4_all_tensors_as_inputs = TestModelManager::get().add("while_sum_of_powers_4_all_tensors_as_inputs", get_test_model_4_all_tensors_as_inputs());
+const auto dummy_test_model_1_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_1_all_tensors_as_inputs_2", get_test_model_1_all_tensors_as_inputs_2());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal() {
+const TestModel& get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -11321,14 +11321,14 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
.zeroPoint = 0
}, { // n12
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({4}),
+ .data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -11348,7 +11348,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.zeroPoint = 0
}, { // sum12
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -11371,17 +11371,17 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param89
+ }, { // param125
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11401,17 +11401,17 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param90
+ }, { // param126
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11579,7 +11579,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -11599,7 +11599,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -11609,7 +11609,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11619,7 +11619,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11765,7 +11765,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11775,7 +11775,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -11785,7 +11785,7 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -11806,13 +11806,13 @@ const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal()
return model;
}
-const auto dummy_test_model_4_all_tensors_as_inputs_all_inputs_as_internal = TestModelManager::get().add("while_sum_of_powers_4_all_tensors_as_inputs_all_inputs_as_internal", get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal());
+const auto dummy_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_1_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_1_all_tensors_as_inputs_all_inputs_as_internal_2());
} // namespace generated_tests::while_sum_of_powers
namespace generated_tests::while_sum_of_powers {
-const TestModel& get_test_model_4_all_outputs_as_internal() {
+const TestModel& get_test_model_1_all_outputs_as_internal_2() {
static TestModel model = {
.expectFailure = false,
.expectedMultinomialDistributionTolerance = 0,
@@ -11844,7 +11844,7 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
.dimensions = {1, 2},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
@@ -11854,14 +11854,14 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
.zeroPoint = 0
}, { // n12
.channelQuant = {},
- .data = TestBuffer::createFromVector<int32_t>({4}),
+ .data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
@@ -11894,24 +11894,24 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<float>({0.0f}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_FLOAT32,
.zeroPoint = 0
- }, { // param91
+ }, { // param127
.channelQuant = {},
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
.zeroPoint = 0
}, { // sum12_new
.channelQuant = {},
- .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .data = TestBuffer::createFromVector<float>({3.0f, 4.0f}),
.dimensions = {1, 2},
.isIgnored = false,
.lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
@@ -12078,7 +12078,7 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -12098,7 +12098,7 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -12108,7 +12108,7 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -12118,7 +12118,7 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -12264,7 +12264,7 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -12274,7 +12274,7 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({1}),
.dimensions = {1},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::TENSOR_INT32,
@@ -12284,7 +12284,7 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
.data = TestBuffer::createFromVector<int32_t>({0}),
.dimensions = {},
.isIgnored = false,
- .lifetime = TestOperandLifeTime::CONSTANT_COPY,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
.numberOfConsumers = 1,
.scale = 0.0f,
.type = TestOperandType::INT32,
@@ -12305,7 +12305,7390 @@ const TestModel& get_test_model_4_all_outputs_as_internal() {
return model;
}
-const auto dummy_test_model_4_all_outputs_as_internal = TestModelManager::get().add("while_sum_of_powers_4_all_outputs_as_internal", get_test_model_4_all_outputs_as_internal());
+const auto dummy_test_model_1_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_1_all_outputs_as_internal_2", get_test_model_1_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_2_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 5},
+ .operands = {{ // param69
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param70
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param71
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param63
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param64
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param65
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param66
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param67
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param68
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param60
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param61
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param62
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_2 = TestModelManager::get().add("while_sum_of_powers_2_2", get_test_model_2_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_2_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 7},
+ .operands = {{ // param69
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param70
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param71
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // x25_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param131
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {7, 8, 9},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param63
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param64
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param65
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param66
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param67
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param68
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param60
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param61
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param62
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_2_all_inputs_as_internal_2", get_test_model_2_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_2_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4, 5},
+ .operands = {{ // param69
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param70
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param71
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param63
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param64
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param65
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param66
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param67
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param68
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param60
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param61
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param62
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_2_all_tensors_as_inputs_2", get_test_model_2_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 7, 10},
+ .operands = {{ // param69
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param70
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param71
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_init5_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param132
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // x25_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param133
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {7, 8, 9},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {10, 11, 12},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param63
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param64
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param65
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param66
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param67
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param68
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param60
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param61
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param62
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_2_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_2_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_2_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 5},
+ .operands = {{ // param69
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param70
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param71
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({2}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param134
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // sum15_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({7.0f, 13.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {6, 7, 8},
+ .outputs = {9},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {9}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param63
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param64
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param65
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi17
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param66
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param67
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param68
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j10
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi16
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j11
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out5
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param60
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param61
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param62
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_2_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_2_all_outputs_as_internal_2", get_test_model_2_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_3_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 5},
+ .operands = {{ // param81
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param82
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param83
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param75
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param76
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param77
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param78
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param79
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param80
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param72
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param73
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param74
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_2 = TestModelManager::get().add("while_sum_of_powers_3_2", get_test_model_3_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_3_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 7},
+ .operands = {{ // param81
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param82
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param83
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // x30_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy42
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param138
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {7, 8, 9},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param75
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param76
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param77
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param78
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param79
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param80
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param72
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param73
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param74
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_3_all_inputs_as_internal_2", get_test_model_3_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_3_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4, 5},
+ .operands = {{ // param81
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param82
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param83
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param75
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param76
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param77
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param78
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param79
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param80
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param72
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param73
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param74
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_3_all_tensors_as_inputs_2", get_test_model_3_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 7, 10},
+ .operands = {{ // param81
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param82
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param83
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_init6_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy43
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param139
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // x30_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy44
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param140
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {7, 8, 9},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {10, 11, 12},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param75
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param76
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param77
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param78
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param79
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param80
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param72
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param73
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param74
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_3_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_3_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_3_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 5},
+ .operands = {{ // param81
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param82
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param83
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({3}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy45
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param141
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // sum18_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({15.0f, 40.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {6, 7, 8},
+ .outputs = {9},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {9}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i24
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i25
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x32
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param75
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param76
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param77
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi20
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param78
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param79
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param80
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi18
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j12
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i26
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x33
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi19
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j13
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i27
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x34
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out6
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param72
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param73
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param74
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_3_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_3_all_outputs_as_internal_2", get_test_model_3_all_outputs_as_internal_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_4_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 5},
+ .operands = {{ // param93
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param94
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param95
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param87
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param88
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param89
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param90
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param91
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param92
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param84
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param85
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param86
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_2 = TestModelManager::get().add("while_sum_of_powers_4_2", get_test_model_4_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_4_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 7},
+ .operands = {{ // param93
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param94
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param95
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // x35_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy49
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param145
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {7, 8, 9},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param87
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param88
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param89
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param90
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param91
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param92
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param84
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param85
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param86
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_4_all_inputs_as_internal_2", get_test_model_4_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_4_all_tensors_as_inputs_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {2, 4, 5},
+ .operands = {{ // param93
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param94
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param95
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param87
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param88
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param89
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param90
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param91
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param92
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param84
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param85
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param86
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_all_tensors_as_inputs_2 = TestModelManager::get().add("while_sum_of_powers_4_all_tensors_as_inputs_2", get_test_model_4_all_tensors_as_inputs_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 7, 10},
+ .operands = {{ // param93
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param94
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param95
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_init7_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy50
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param146
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // x35_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy51
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param147
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {7, 8, 9},
+ .outputs = {2},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {10, 11, 12},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }},
+ .outputIndexes = {6}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param87
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param88
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param89
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param90
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param91
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param92
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param84
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param85
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param86
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_all_tensors_as_inputs_all_inputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_4_all_tensors_as_inputs_all_inputs_as_internal_2", get_test_model_4_all_tensors_as_inputs_all_inputs_as_internal_2());
+
+} // namespace generated_tests::while_sum_of_powers
+
+namespace generated_tests::while_sum_of_powers {
+
+const TestModel& get_test_model_4_all_outputs_as_internal_2() {
+ static TestModel model = {
+ .expectFailure = false,
+ .expectedMultinomialDistributionTolerance = 0,
+ .isRelaxed = false,
+ .main = {
+ .inputIndexes = {4, 5},
+ .operands = {{ // param93
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param94
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({1}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // sum_init7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({1.0f, 1.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param95
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({4}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x35
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({2.0f, 3.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // dummy52
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({0.0f}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param148
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // sum21_new
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({31.0f, 121.0f}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 1, 2, 3, 4, 5},
+ .outputs = {6},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {6, 7, 8},
+ .outputs = {9},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {9}
+ },
+ .minSupportedVersion = TestHalVersion::V1_3,
+ .referenced = {{ // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i28
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x36
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS_EQUAL
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // sum23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i29
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // n23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x37
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 2,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // sum_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // i_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param87
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({2}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param88
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<uint32_t>({3}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::SUBGRAPH,
+ .zeroPoint = 0
+ }, { // param89
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // xi23
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::TEMPORARY_VARIABLE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // param90
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param91
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param92
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {6, 7, 3, 8, 1, 3},
+ .outputs = {9},
+ .type = TestOperationType::WHILE
+ }, {
+ .inputs = {1, 10, 11},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }, {
+ .inputs = {0, 9, 12},
+ .outputs = {4},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi21
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j14
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i30
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x38
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // out15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<bool8>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_BOOL8,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {1, 2},
+ .outputs = {4},
+ .type = TestOperationType::LESS
+ }},
+ .outputIndexes = {4}
+ }, { // param
+ .inputIndexes = {0, 1, 2, 3},
+ .operands = {{ // xi22
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j15
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // i31
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // x39
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_INPUT,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // xi_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<float>({}),
+ .dimensions = {1, 2},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_FLOAT32,
+ .zeroPoint = 0
+ }, { // j_out7
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::SUBGRAPH_OUTPUT,
+ .numberOfConsumers = 0,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param84
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }, { // param85
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({1}),
+ .dimensions = {1},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::TENSOR_INT32,
+ .zeroPoint = 0
+ }, { // param86
+ .channelQuant = {},
+ .data = TestBuffer::createFromVector<int32_t>({0}),
+ .dimensions = {},
+ .isIgnored = false,
+ .lifetime = TestOperandLifeTime::CONSTANT_REFERENCE,
+ .numberOfConsumers = 1,
+ .scale = 0.0f,
+ .type = TestOperandType::INT32,
+ .zeroPoint = 0
+ }},
+ .operations = {{
+ .inputs = {0, 3, 6},
+ .outputs = {4},
+ .type = TestOperationType::MUL
+ }, {
+ .inputs = {1, 7, 8},
+ .outputs = {5},
+ .type = TestOperationType::ADD
+ }},
+ .outputIndexes = {4, 5}
+ }}
+ };
+ return model;
+}
+
+const auto dummy_test_model_4_all_outputs_as_internal_2 = TestModelManager::get().add("while_sum_of_powers_4_all_outputs_as_internal_2", get_test_model_4_all_outputs_as_internal_2());
} // namespace generated_tests::while_sum_of_powers
diff --git a/nn/runtime/test/specs/V1_3/while_fib.mod.py b/nn/runtime/test/specs/V1_3/while_fib.mod.py
index 16a75dff0..9555c678d 100644
--- a/nn/runtime/test/specs/V1_3/while_fib.mod.py
+++ b/nn/runtime/test/specs/V1_3/while_fib.mod.py
@@ -103,9 +103,11 @@ def Test(n, fib):
example.AddVariations("relaxed", "float16", quant8, quant8_signed)
example.AddVariations(AllOutputsAsInternalCoverter())
-# Fibonacci numbers: 1 1 2 3 5 8
-Test(n=1, fib=[1, 1])
-Test(n=2, fib=[1, 2])
-Test(n=3, fib=[2, 3])
-Test(n=4, fib=[3, 5])
-Test(n=5, fib=[5, 8])
+for use_shm_for_weights in [False, True]:
+ Configuration.use_shm_for_weights = use_shm_for_weights
+ # Fibonacci numbers: 1 1 2 3 5 8
+ Test(n=1, fib=[1, 1])
+ Test(n=2, fib=[1, 2])
+ Test(n=3, fib=[2, 3])
+ Test(n=4, fib=[3, 5])
+ Test(n=5, fib=[5, 8])
diff --git a/nn/runtime/test/specs/V1_3/while_sum_of_powers.mod.py b/nn/runtime/test/specs/V1_3/while_sum_of_powers.mod.py
index 0adaec476..057f19808 100644
--- a/nn/runtime/test/specs/V1_3/while_sum_of_powers.mod.py
+++ b/nn/runtime/test/specs/V1_3/while_sum_of_powers.mod.py
@@ -102,8 +102,9 @@ def Test(x, n, sum):
example = Example({x: x_data, n: [n_data], sum: sum_data}, name=str(n_data))
example.AddVariations(AllOutputsAsInternalCoverter())
-Test(x=[2, 3], n=1, sum=[1 + 2, 1 + 3])
-Test(x=[2, 3], n=1, sum=[1 + 2, 1 + 3])
-Test(x=[2, 3], n=2, sum=[1 + 2 + 4, 1 + 3 + 9])
-Test(x=[2, 3], n=3, sum=[1 + 2 + 4 + 8, 1 + 3 + 9 + 27])
-Test(x=[2, 3], n=4, sum=[1 + 2 + 4 + 8 + 16, 1 + 3 + 9 + 27 + 81])
+for use_shm_for_weights in [False, True]:
+ Configuration.use_shm_for_weights = use_shm_for_weights
+ Test(x=[2, 3], n=1, sum=[1 + 2, 1 + 3])
+ Test(x=[2, 3], n=2, sum=[1 + 2 + 4, 1 + 3 + 9])
+ Test(x=[2, 3], n=3, sum=[1 + 2 + 4 + 8, 1 + 3 + 9 + 27])
+ Test(x=[2, 3], n=4, sum=[1 + 2 + 4 + 8 + 16, 1 + 3 + 9 + 27 + 81])
generated by cgit v1.2.3 (git 2.25.1) at 2024-07-24 06:32:59 +0000