diff options
Diffstat (limited to 'tensorflow_lite_support/java/src/native/task')
-rw-r--r-- | tensorflow_lite_support/java/src/native/task/core/BUILD | 12 | ||||
-rw-r--r-- | tensorflow_lite_support/java/src/native/task/core/rbtml_op_resolver.cc | 40 |
2 files changed, 51 insertions, 1 deletions
diff --git a/tensorflow_lite_support/java/src/native/task/core/BUILD b/tensorflow_lite_support/java/src/native/task/core/BUILD index d4dd7ab3..65e9e30c 100644 --- a/tensorflow_lite_support/java/src/native/task/core/BUILD +++ b/tensorflow_lite_support/java/src/native/task/core/BUILD @@ -3,7 +3,7 @@ package( licenses = ["notice"], # Apache 2.0 ) -# Default provider for BuiltInOpResover. Create your own target, overwrite the +# Default provider for BuiltInOpResolver. Create your own target, overwrite the # function to provide a MutableOpResolver for customized OPs and/or a subset of # builtin OPs. cc_library( @@ -14,3 +14,13 @@ cc_library( "@org_tensorflow//tensorflow/lite/kernels:builtin_ops", ], ) + +cc_library( + name = "rbtml_op_resolver", + srcs = ["rbtml_op_resolver.cc"], + deps = [ + "//tensorflow_lite_support/custom_ops/kernel:unsorted_segment", + "@org_tensorflow//tensorflow/lite:framework", + "@org_tensorflow//tensorflow/lite/kernels:builtin_ops", + ], +) diff --git a/tensorflow_lite_support/java/src/native/task/core/rbtml_op_resolver.cc b/tensorflow_lite_support/java/src/native/task/core/rbtml_op_resolver.cc new file mode 100644 index 00000000..c35501cb --- /dev/null +++ b/tensorflow_lite_support/java/src/native/task/core/rbtml_op_resolver.cc @@ -0,0 +1,40 @@ +/* Copyright 2022 The TensorFlow Authors. All Rights Reserved. + +Licensed under the Apache License, Version 2.0 (the "License"); +you may not use this file except in compliance with the License. +You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, software +distributed under the License is distributed on an "AS IS" BASIS, +WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +See the License for the specific language governing permissions and +limitations under the License. +==============================================================================*/ +#include <memory> + +#include "tensorflow/lite/kernels/register.h" + +#include "tensorflow_lite_support/custom_ops/kernel/unsorted_segment.h" + +namespace tflite { +namespace task { +// Create a custom op resolver to provide the unsorted_segment_prod op +// required by the bert_nl_classifier and rb_model for BertNLClassifier. +std::unique_ptr<tflite::OpResolver> CreateOpResolver() { // NOLINT + std::unique_ptr<tflite::ops::builtin::BuiltinOpResolver> resolver( + new tflite::ops::builtin::BuiltinOpResolver); + // "UnsortedSegmentProd" is the name used by unsorted_segment_prod op when + // when converting SavedModel to tflite using the size optimization approach. + resolver->AddCustom("UnsortedSegmentProd", + tflite::ops::custom::Register_UNSORTED_SEGMENT_PROD()); + // "FlexUnsortedSegmentProd" is the name used by unsorted_segment_prod op when + // when converting SavedModel to tflite using the the other approaches. + resolver->AddCustom("FlexUnsortedSegmentProd", + tflite::ops::custom::Register_UNSORTED_SEGMENT_PROD()); + return std::unique_ptr<tflite::OpResolver>(std::move(resolver)); +} + +} // namespace task +} // namespace tflite
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