diff options
author | Slava Shklyaev <slavash@google.com> | 2020-07-10 13:05:14 +0000 |
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committer | Automerger Merge Worker <android-build-automerger-merge-worker@system.gserviceaccount.com> | 2020-07-10 13:05:14 +0000 |
commit | 84fd9418872fbaf21b7b6e529f624bb1ad154c7f (patch) | |
tree | 1b323d017c4a26d05cf18e9a008f95a9d38466b3 | |
parent | a92852efb52754926c69e9cdbe651de935f55349 (diff) | |
parent | d53b330a828da2d8989c679ea5bc431498a92767 (diff) | |
download | models-84fd9418872fbaf21b7b6e529f624bb1ad154c7f.tar.gz |
Add MobileNet v3 to MLTS am: 73313692ee am: 93de288f3b am: d53b330a82
Original change: https://android-review.googlesource.com/c/platform/test/mlts/models/+/1354605
Change-Id: Ibdd661a03b30aeea2ba51ea8f20421bb4c0dac8d
-rw-r--r-- | README.txt | 13 | ||||
-rw-r--r-- | assets/mobilenet_v3-large-minimalistic_224_1.0_float.tflite | bin | 0 -> 15676420 bytes | |||
-rw-r--r-- | assets/mobilenet_v3-large-minimalistic_224_1.0_uint8.tflite | bin | 0 -> 3988616 bytes | |||
-rw-r--r-- | assets/mobilenet_v3-large_224_0.75_float.tflite | bin | 0 -> 15980304 bytes | |||
-rw-r--r-- | assets/mobilenet_v3-large_224_1.0_float.tflite | bin | 0 -> 21927840 bytes | |||
-rw-r--r-- | assets/mobilenet_v3-large_224_1.0_uint8.tflite | bin | 0 -> 5587880 bytes | |||
-rw-r--r-- | assets/mobilenet_v3-small-minimalistic_224_1.0_float.tflite | bin | 0 -> 8175856 bytes | |||
-rw-r--r-- | assets/mobilenet_v3-small_224_0.75_float.tflite | bin | 0 -> 8186868 bytes | |||
-rw-r--r-- | assets/mobilenet_v3-small_224_1.0_float.tflite | bin | 0 -> 10186044 bytes | |||
-rw-r--r-- | assets/mobilenet_v3-small_224_1.0_uint8.tflite | bin | 0 -> 2621808 bytes | |||
-rw-r--r-- | assets/models_list/mobilenet_topk_aosp.json | 159 |
11 files changed, 172 insertions, 0 deletions
@@ -109,6 +109,19 @@ https://arxiv.org/abs/1603.03185 Apache License, Version 2.0 ------------------------------------------------------------------ +- mobilenet_v3-(small_224_0.75_float|small_224_1.0_float|small_224_1.0_uint8|small-minimalistic_224_1.0_float|large_224_0.75_float|large_224_1.0_float|large_224_1.0_uint8|large-minimalistic_224_1.0_float|large-minimalistic_224_1.0_uint8).tflite +MobileNet TensorFlow Lite models based on +"Searching for MobileNetV3" +https://arxiv.org/abs/1905.02244 +Apache License, Version 2.0 + +Downloaded from +https://storage.googleapis.com/mobilenet_v3/checkpoints/v3-${variant}.tgz +on Jun 30 2020. +See also: https://github.com/tensorflow/models/tree/master/research/slim/nets/mobilenet +Golden output generated with ToT TensorFlow (Linux, CPU). + +------------------------------------------------------------------ Input files: ------------------------------------------------------------------ - ssd_mobilenet_v1_coco_*/tarmac.input diff --git a/assets/mobilenet_v3-large-minimalistic_224_1.0_float.tflite b/assets/mobilenet_v3-large-minimalistic_224_1.0_float.tflite Binary files differnew file mode 100644 index 0000000..c53e102 --- /dev/null +++ b/assets/mobilenet_v3-large-minimalistic_224_1.0_float.tflite diff --git a/assets/mobilenet_v3-large-minimalistic_224_1.0_uint8.tflite b/assets/mobilenet_v3-large-minimalistic_224_1.0_uint8.tflite Binary files differnew file mode 100644 index 0000000..e822f5c --- /dev/null +++ b/assets/mobilenet_v3-large-minimalistic_224_1.0_uint8.tflite diff --git a/assets/mobilenet_v3-large_224_0.75_float.tflite b/assets/mobilenet_v3-large_224_0.75_float.tflite Binary files differnew file mode 100644 index 0000000..d14905d --- /dev/null +++ b/assets/mobilenet_v3-large_224_0.75_float.tflite diff --git a/assets/mobilenet_v3-large_224_1.0_float.tflite b/assets/mobilenet_v3-large_224_1.0_float.tflite Binary files differnew file mode 100644 index 0000000..57be893 --- /dev/null +++ b/assets/mobilenet_v3-large_224_1.0_float.tflite diff --git a/assets/mobilenet_v3-large_224_1.0_uint8.tflite b/assets/mobilenet_v3-large_224_1.0_uint8.tflite Binary files differnew file mode 100644 index 0000000..e4baecb --- /dev/null +++ b/assets/mobilenet_v3-large_224_1.0_uint8.tflite diff --git a/assets/mobilenet_v3-small-minimalistic_224_1.0_float.tflite b/assets/mobilenet_v3-small-minimalistic_224_1.0_float.tflite Binary files differnew file mode 100644 index 0000000..cc2bc94 --- /dev/null +++ b/assets/mobilenet_v3-small-minimalistic_224_1.0_float.tflite diff --git a/assets/mobilenet_v3-small_224_0.75_float.tflite b/assets/mobilenet_v3-small_224_0.75_float.tflite Binary files differnew file mode 100644 index 0000000..a05fe60 --- /dev/null +++ b/assets/mobilenet_v3-small_224_0.75_float.tflite diff --git a/assets/mobilenet_v3-small_224_1.0_float.tflite b/assets/mobilenet_v3-small_224_1.0_float.tflite Binary files differnew file mode 100644 index 0000000..de0d80e --- /dev/null +++ b/assets/mobilenet_v3-small_224_1.0_float.tflite diff --git a/assets/mobilenet_v3-small_224_1.0_uint8.tflite b/assets/mobilenet_v3-small_224_1.0_uint8.tflite Binary files differnew file mode 100644 index 0000000..33fe6cd --- /dev/null +++ b/assets/mobilenet_v3-small_224_1.0_uint8.tflite diff --git a/assets/models_list/mobilenet_topk_aosp.json b/assets/models_list/mobilenet_topk_aosp.json index 60a031b..6198e4e 100644 --- a/assets/models_list/mobilenet_topk_aosp.json +++ b/assets/models_list/mobilenet_topk_aosp.json @@ -230,6 +230,165 @@ "labels": "image_classification/labels.txt", "preprocessor": "Inception" } + }, + { + "name": "mobilenet_v3-small_224_0.75_float_topk_aosp", + "modelFile": "mobilenet_v3-small_224_0.75_float", + "baselineSec": 0.060, + "evaluator": { + "className": "TopK", + "expectedTop1": 0.60536915 + }, + "inputSize": [1, 224, 224, 3], + "dataSize": 4, + "dataset": { + "inputPath": "image_classification", + "groundTruth": "image_classification/ground_truth_labels.txt", + "labels": "image_classification/labels.txt", + "preprocessor": "Inception" + } + }, + { + "name": "mobilenet_v3-small_224_1.0_float_topk_aosp", + "modelFile": "mobilenet_v3-small_224_1.0_float", + "baselineSec": 0.060, + "evaluator": { + "className": "TopK", + "expectedTop1": 0.6107383 + }, + "inputSize": [1, 224, 224, 3], + "dataSize": 4, + "dataset": { + "inputPath": "image_classification", + "groundTruth": "image_classification/ground_truth_labels.txt", + "labels": "image_classification/labels.txt", + "preprocessor": "Inception" + } + }, + { + "name": "mobilenet_v3-small-minimalistic_224_1.0_float_topk_aosp", + "modelFile": "mobilenet_v3-small-minimalistic_224_1.0_float", + "baselineSec": 0.060, + "evaluator": { + "className": "TopK", + "expectedTop1": 0.5885906 + }, + "inputSize": [1, 224, 224, 3], + "dataSize": 4, + "dataset": { + "inputPath": "image_classification", + "groundTruth": "image_classification/ground_truth_labels.txt", + "labels": "image_classification/labels.txt", + "preprocessor": "Inception" + } + }, + { + "name": "mobilenet_v3-large_224_0.75_float_topk_aosp", + "modelFile": "mobilenet_v3-large_224_0.75_float", + "baselineSec": 0.060, + "evaluator": { + "className": "TopK", + "expectedTop1": 0.63892615 + }, + "inputSize": [1, 224, 224, 3], + "dataSize": 4, + "dataset": { + "inputPath": "image_classification", + "groundTruth": "image_classification/ground_truth_labels.txt", + "labels": "image_classification/labels.txt", + "preprocessor": "Inception" + } + }, + { + "name": "mobilenet_v3-large_224_1.0_float_topk_aosp", + "modelFile": "mobilenet_v3-large_224_1.0_float", + "baselineSec": 0.060, + "evaluator": { + "className": "TopK", + "expectedTop1": 0.6577181 + }, + "inputSize": [1, 224, 224, 3], + "dataSize": 4, + "dataset": { + "inputPath": "image_classification", + "groundTruth": "image_classification/ground_truth_labels.txt", + "labels": "image_classification/labels.txt", + "preprocessor": "Inception" + } + }, + { + "name": "mobilenet_v3-large-minimalistic_224_1.0_float_topk_aosp", + "modelFile": "mobilenet_v3-large-minimalistic_224_1.0_float", + "baselineSec": 0.060, + "evaluator": { + "className": "TopK", + "expectedTop1": 0.6375839 + }, + "inputSize": [1, 224, 224, 3], + "dataSize": 4, + "dataset": { + "inputPath": "image_classification", + "groundTruth": "image_classification/ground_truth_labels.txt", + "labels": "image_classification/labels.txt", + "preprocessor": "Inception" + } + }, + { + "name": "mobilenet_v3-small_224_1.0_uint8_topk_aosp", + "modelFile": "mobilenet_v3-small_224_1.0_uint8", + "baselineSec": 0.060, + "evaluator": { + "className": "TopK", + "expectedTop1": 0.56510067 + }, + "inputSize": [1, 224, 224, 3], + "dataSize": 1, + "inputScale": 0.007812, + "inputZeroPoint": 128.0, + "dataset": { + "inputPath": "image_classification", + "groundTruth": "image_classification/ground_truth_labels.txt", + "labels": "image_classification/labels.txt", + "preprocessor": "Inception" + } + }, + { + "name": "mobilenet_v3-large_224_1.0_uint8_topk_aosp", + "modelFile": "mobilenet_v3-large_224_1.0_uint8", + "baselineSec": 0.060, + "evaluator": { + "className": "TopK", + "expectedTop1": 0.61879194 + }, + "inputSize": [1, 224, 224, 3], + "dataSize": 1, + "inputScale": 0.007812, + "inputZeroPoint": 128.0, + "dataset": { + "inputPath": "image_classification", + "groundTruth": "image_classification/ground_truth_labels.txt", + "labels": "image_classification/labels.txt", + "preprocessor": "Inception" + } + }, + { + "name": "mobilenet_v3-large-minimalistic_224_1.0_uint8_topk_aosp", + "modelFile": "mobilenet_v3-large-minimalistic_224_1.0_uint8", + "baselineSec": 0.060, + "evaluator": { + "className": "TopK", + "expectedTop1": 0.59395975 + }, + "inputSize": [1, 224, 224, 3], + "dataSize": 1, + "inputScale": 0.007812, + "inputZeroPoint": 128.0, + "dataset": { + "inputPath": "image_classification", + "groundTruth": "image_classification/ground_truth_labels.txt", + "labels": "image_classification/labels.txt", + "preprocessor": "Inception" + } } ] } |