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| author | Kshitij Sisodia <kshitij.sisodia@arm.com> | 2021-12-24 11:05:11 +0000 |
|---|---|---|
| committer | Liam Barry <liam.barry@arm.com> | 2021-12-24 14:20:36 +0000 |
| commit | 76a1580861210e0310db23acbc29e1064ae30ead (patch) | |
| tree | f947145cffd944aa3724c90745fc0e9d8e2fb2f4 /source/use_case/kws/usecase.cmake | |
| parent | 871fcdc755173b9f7ecb8cf9dc8dc6306329958c (diff) | |
| download | ml-embedded-evaluation-kit-76a1580861210e0310db23acbc29e1064ae30ead.tar.gz | |
MLECO-2599: Replace DSCNN with MicroNet for KWS
Added SoftMax function to Mathutils to allow MicroNet
to output probability as it does not nativelu have this layer.
Minor refactoring to accommodate Softmax Calculations
Extensive renaming and updating of documentation and resource download script.
Added SoftMax function to Mathutils to allow MicroNet
to output probability.
Change-Id: I7cbbda1024d14b85c9ac1beea7ca8fbffd0b6eb5
Signed-off-by: Liam Barry <liam.barry@arm.com>
Diffstat (limited to 'source/use_case/kws/usecase.cmake')
| -rw-r--r-- | source/use_case/kws/usecase.cmake | 9 |
1 files changed, 5 insertions, 4 deletions
diff --git a/source/use_case/kws/usecase.cmake b/source/use_case/kws/usecase.cmake index 34e39e4..9f3736e 100644 --- a/source/use_case/kws/usecase.cmake +++ b/source/use_case/kws/usecase.cmake @@ -20,7 +20,7 @@ USER_OPTION(${use_case}_FILE_PATH "Directory with custom WAV input files, or pat PATH_OR_FILE) USER_OPTION(${use_case}_LABELS_TXT_FILE "Labels' txt file for the chosen model." - ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/labels/ds_cnn_labels.txt + ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/labels/micronet_kws_labels.txt FILEPATH) USER_OPTION(${use_case}_AUDIO_RATE "Specify the target sampling rate. Default is 16000." @@ -48,7 +48,7 @@ USER_OPTION(${use_case}_AUDIO_MIN_SAMPLES "Specify the minimum number of samples STRING) USER_OPTION(${use_case}_MODEL_SCORE_THRESHOLD "Specify the score threshold [0.0, 1.0) that must be applied to the inference results for a label to be deemed valid." - 0.9 + 0.7 STRING) # Generate input files @@ -73,10 +73,11 @@ USER_OPTION(${use_case}_ACTIVATION_BUF_SZ "Activation buffer size for the chosen 0x00100000 STRING) + if (ETHOS_U_NPU_ENABLED) - set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/ds_cnn_clustered_int8_vela_${ETHOS_U_NPU_CONFIG_ID}.tflite) + set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/kws_micronet_m_vela_${ETHOS_U_NPU_CONFIG_ID}.tflite) else() - set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/ds_cnn_clustered_int8.tflite) + set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/kws_micronet_m.tflite) endif() set(EXTRA_MODEL_CODE |