diff --git a/README.md b/README.md index 48d1a1d..dcf9e00 100644 --- a/README.md +++ b/README.md @@ -185,7 +185,7 @@ DS-CNN Large INT8 * INT8 TensorFlow Lite - :heavy_multiplication_x: + :heavy_check_mark: :heavy_check_mark: HERO :heavy_check_mark: :heavy_check_mark: @@ -209,7 +209,7 @@ :heavy_check_mark: HERO :heavy_check_mark: :heavy_check_mark: - 0.934 + 0.935 MicroNet Large INT8 diff --git a/models/keyword_spotting/ds_cnn_large/tflite_int8/README.md b/models/keyword_spotting/ds_cnn_large/tflite_int8/README.md index d1d6932..e132990 100644 --- a/models/keyword_spotting/ds_cnn_large/tflite_int8/README.md +++ b/models/keyword_spotting/ds_cnn_large/tflite_int8/README.md @@ -17,8 +17,8 @@ Code to recreate this model can be found here: https://github.com/ARM-software/M | Network Information | Value | |---------------------|------------------| | Framework | TensorFlow Lite | -| SHA-1 Hash | abaa9d4bf8797801276c00151ee14426aa1b2dcc | -| Size (Bytes) | 530688 | +| SHA-1 Hash | 504f8e7bfa5c0f15c5475e5d08637b3b8aad0972 | +| Size (Bytes) | 503816 | | Provenance | https://github.com/ARM-software/ML-examples/tree/master/tflu-kws-cortex-m | | Paper | https://arxiv.org/abs/1711.07128 | @@ -32,7 +32,7 @@ Dataset: Google Speech Commands Test Set ## Performance | Platform | Optimized | |----------|:---------:| -| Cortex-A |:heavy_multiplication_x: | +| Cortex-A |:heavy_check_mark: | | Cortex-M |:heavy_check_mark: HERO | | Mali GPU |:heavy_check_mark: | | Ethos U |:heavy_check_mark: | diff --git a/models/keyword_spotting/ds_cnn_large/tflite_int8/definition.yaml b/models/keyword_spotting/ds_cnn_large/tflite_int8/definition.yaml index b918700..a4d46f1 100644 --- a/models/keyword_spotting/ds_cnn_large/tflite_int8/definition.yaml +++ b/models/keyword_spotting/ds_cnn_large/tflite_int8/definition.yaml @@ -7,12 +7,12 @@ description: 'This is a fully quantized version (asymmetrical int8) of the DS-CN license: - Apache-2.0 network: - file_size_bytes: 530688 + file_size_bytes: 503816 filename: ds_cnn_l_quantized.tflite framework: TensorFlow Lite hash: algorithm: sha1 - value: abaa9d4bf8797801276c00151ee14426aa1b2dcc + value: 504f8e7bfa5c0f15c5475e5d08637b3b8aad0972 provenance: https://github.com/ARM-software/ML-examples/tree/master/tflu-kws-cortex-m network_parameters: input_nodes: diff --git a/models/keyword_spotting/ds_cnn_large/tflite_int8/ds_cnn_l_quantized.tflite b/models/keyword_spotting/ds_cnn_large/tflite_int8/ds_cnn_l_quantized.tflite index cb05dab..9d667a9 100644 --- a/models/keyword_spotting/ds_cnn_large/tflite_int8/ds_cnn_l_quantized.tflite +++ b/models/keyword_spotting/ds_cnn_large/tflite_int8/ds_cnn_l_quantized.tflite @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:a364b42668efa36fdc53f5e5f769af134b69520114fa36aa931e1745678e6c76 -size 530688 +oid sha256:fc40799238db5112dbf53c7fa23f5d7c197de83b0ff9de7f40ce0d8073306756 +size 503816 diff --git a/models/keyword_spotting/ds_cnn_large/tflite_int8/testing_input/input/0.npy b/models/keyword_spotting/ds_cnn_large/tflite_int8/testing_input/input/0.npy index 65f9158..47f1d82 100644 --- a/models/keyword_spotting/ds_cnn_large/tflite_int8/testing_input/input/0.npy +++ b/models/keyword_spotting/ds_cnn_large/tflite_int8/testing_input/input/0.npy @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:43494bc600eb9add18a491ca21adfc4f0be2ad21a1fade55649badea81bed314 -size 2088 +oid sha256:e6d7f78df2dec60e579876fcead640e6e3cf79be0bfa7221b6e81ebb959da2c2 +size 618 diff --git a/models/keyword_spotting/ds_cnn_large/tflite_int8/testing_output/Identity/0.npy b/models/keyword_spotting/ds_cnn_large/tflite_int8/testing_output/Identity/0.npy index c8a55c6..3010af7 100644 --- a/models/keyword_spotting/ds_cnn_large/tflite_int8/testing_output/Identity/0.npy +++ b/models/keyword_spotting/ds_cnn_large/tflite_int8/testing_output/Identity/0.npy @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:58654f0e4c5fae83f534b31b1fa3b0265c2215e40531855a5f62db645e945a10 -size 176 +oid sha256:ec5c3947229a834f234bb8d32ab31ed99c3ce2ac99b8d4fe6b8ac816697d80b4 +size 140 diff --git a/models/keyword_spotting/ds_cnn_small/tflite_int8/README.md b/models/keyword_spotting/ds_cnn_small/tflite_int8/README.md index f91dd1b..230a02f 100644 --- a/models/keyword_spotting/ds_cnn_small/tflite_int8/README.md +++ b/models/keyword_spotting/ds_cnn_small/tflite_int8/README.md @@ -17,8 +17,8 @@ Code to recreate this model can be found here: https://github.com/ARM-software/M | Network Information | Value | |---------------------|------------------| | Framework | TensorFlow Lite | -| SHA-1 Hash | 9083414c5f3d850bae6599a038f711dd1f21c9c7 | -| Size (Bytes) | 54464 | +| SHA-1 Hash | cf24429e86a9647b1632c382894bc68d26d34039 | +| Size (Bytes) | 47616 | | Provenance | https://github.com/ARM-software/ML-examples/tree/master/tflu-kws-cortex-m | | Paper | https://arxiv.org/abs/1711.07128 | @@ -27,7 +27,7 @@ Dataset: Google Speech Commands Test Set | Metric | Value | |--------|-------| -| Accuracy | 0.934 | +| Accuracy | 0.935 | ## Performance | Platform | Optimized | diff --git a/models/keyword_spotting/ds_cnn_small/tflite_int8/definition.yaml b/models/keyword_spotting/ds_cnn_small/tflite_int8/definition.yaml index 7135f43..13bb8a2 100644 --- a/models/keyword_spotting/ds_cnn_small/tflite_int8/definition.yaml +++ b/models/keyword_spotting/ds_cnn_small/tflite_int8/definition.yaml @@ -1,18 +1,18 @@ benchmark: Google Speech Commands test set: - Accuracy: 0.934 + Accuracy: 0.935 description: 'This is a fully quantized version (asymmetrical int8) of the DS-CNN Small model developed by Arm, with training checkpoints, from the Hello Edge paper. Code to recreate this model can be found here: https://github.com/ARM-software/ML-examples/tree/master/tflu-kws-cortex-m' license: - Apache-2.0 network: - file_size_bytes: 54464 + file_size_bytes: 47616 filename: ds_cnn_s_quantized.tflite framework: TensorFlow Lite hash: algorithm: sha1 - value: 9083414c5f3d850bae6599a038f711dd1f21c9c7 + value: cf24429e86a9647b1632c382894bc68d26d34039 provenance: https://github.com/ARM-software/ML-examples/tree/master/tflu-kws-cortex-m network_parameters: input_nodes: diff --git a/models/keyword_spotting/ds_cnn_small/tflite_int8/ds_cnn_s_quantized.tflite b/models/keyword_spotting/ds_cnn_small/tflite_int8/ds_cnn_s_quantized.tflite index ba417c5..a58db92 100644 --- a/models/keyword_spotting/ds_cnn_small/tflite_int8/ds_cnn_s_quantized.tflite +++ b/models/keyword_spotting/ds_cnn_small/tflite_int8/ds_cnn_s_quantized.tflite @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:b339d93da43a2305b0d71eee21f5477e8d5f2c1d01928bfc1681cda7c5b7a931 -size 54464 +oid sha256:0f235d3602308653fcdb50d73462080dec73f21473b4856f05f307d0eb24ca1a +size 47616 diff --git a/models/keyword_spotting/ds_cnn_small/tflite_int8/testing_input/input/0.npy b/models/keyword_spotting/ds_cnn_small/tflite_int8/testing_input/input/0.npy index 570bdb6..e02324a 100644 --- a/models/keyword_spotting/ds_cnn_small/tflite_int8/testing_input/input/0.npy +++ b/models/keyword_spotting/ds_cnn_small/tflite_int8/testing_input/input/0.npy @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:6c1a2397b7b5bf9071ae2952e649d7132f2ee69aca065b12800c9576667e8a82 -size 2088 +oid sha256:266ab6b0f3445fb2e97ff4458396755dbe59f83c5abf56dc20c476ba417565c5 +size 618 diff --git a/models/keyword_spotting/ds_cnn_small/tflite_int8/testing_output/Identity/0.npy b/models/keyword_spotting/ds_cnn_small/tflite_int8/testing_output/Identity/0.npy index 7215c71..ad6982e 100644 --- a/models/keyword_spotting/ds_cnn_small/tflite_int8/testing_output/Identity/0.npy +++ b/models/keyword_spotting/ds_cnn_small/tflite_int8/testing_output/Identity/0.npy @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:7d3a53a57e8ef8eaba86986887eb348bff7e2b4db88df3618fc2a4663b5e9116 -size 176 +oid sha256:91330b2d7d65aa76faa366277e023d2df8e4aa14dcddb95259a7b5d7a95aa3ad +size 140