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Update the List of Supported Layers for Keras Mix-precision #1059

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Jul 13, 2023
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Update the List of Supported Layers for Keras Mix-precision #1059

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576b329
Disable Unsupported Keras Layers for Mix-precision
zehao-intel Jun 30, 2023
f927fd8
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zehao-intel Jul 4, 2023
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32 changes: 16 additions & 16 deletions neural_compressor/adaptor/keras.yaml
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Expand Up @@ -24,22 +24,22 @@
ops: &common_ops
int8: ['Conv2D', 'SeparableConv2D', 'DepthwiseConv2D', 'Dense', 'AveragePooling2D', 'MaxPooling2D',
'AvgPool2D', 'MaxPool2D']
bf16: ['Dense', 'Conv1D', 'Conv2D', 'Conv3D', 'SeparableConv1D', 'SeparableConv2D', 'SeparableConv3D',
'DepthwiseConv2D', 'Conv1DTranspose', 'Conv2DTranspose', 'Conv3DTranspose', 'AveragePooling2D',
'MaxPooling2D', 'AvgPool2D', 'MaxPool2D', 'MaxPooling1D', 'MaxPooling3D', 'AveragePooling1D',
'AveragePooling3D', 'GlobalMaxPooling1D', 'GlobalMaxPooling2D', 'GlobalMaxPooling3D', 'SimpleRNN',
'GlobalAveragePooling1D', 'GlobalAveragePooling2D', 'GlobalAveragePooling3D', 'LSTM', 'GRU',
'TimeDistributed', 'Bidirectional', 'ConvLSTM1D', 'ConvLSTM2D', 'ConvLSTM3D', 'TextVectorization',
'Normalization', 'Discretization', 'CategoryEncoding', 'Hashing', 'StringLookup', 'IntegerLookup',
'Resizing', 'Rescaling', 'CenterCrop', 'RandomCrop', 'RandomFlip', 'RandomTranslation', 'Activation',
'RandomRotation', 'RandomZoom', 'RandomHeight', 'RandomWidth', 'RandomContrast', 'RandomBrightness',
'BatchNormalization', 'LayerNormalization', 'UnitNormalization', 'GroupNormalization', 'Dropout',
'SpatialDropout1D', 'SpatialDropout2D', 'SpatialDropout3D', 'GaussianDropout', 'GaussianNoise',
'ActivityRegularization', 'AlphaDropout', 'MultiHeadAttention', 'Attention', 'AdditiveAttention',
'Reshape', 'Flatten', 'RepeatVector', 'Permute', 'Cropping1D', 'Cropping2D', 'Cropping3D', 'UpSampling1D',
'UpSampling2D', 'UpSampling3D', 'ZeroPadding1D', 'ZeroPadding2D', 'ZeroPadding3D', 'Concatenate', 'Average',
'Maximum', 'Minimum', 'Add', 'Subtract', 'Multiply', 'Dot', 'LocallyConnected1D', 'LocallyConnected2D',
'Embedding', 'Masking', 'Lambda', 'ReLU', 'Softmax', 'LeakyReLU', 'PReLU', 'ELU', 'ThresholdedReLU'
bf16: ['Dense', 'Conv1D', 'Conv2D', 'Conv3D', 'SeparableConv1D', 'SeparableConv2D', 'Conv1DTranspose',
'Conv2DTranspose', 'Conv3DTranspose', 'DepthwiseConv2D', 'AveragePooling2D', 'MaxPooling2D',
'AvgPool2D', 'MaxPool2D', 'MaxPooling1D', 'MaxPooling3D', 'AveragePooling1D', 'AveragePooling3D',
'GlobalMaxPooling1D', 'GlobalMaxPooling2D', 'GlobalMaxPooling3D', 'GlobalAveragePooling1D',
'GlobalAveragePooling2D', 'GlobalAveragePooling3D','SimpleRNN', 'TimeDistributed', 'ConvLSTM1D',
'ConvLSTM2D', 'ConvLSTM3D', 'TextVectorization', 'Discretization', 'CategoryEncoding', 'Hashing',
'StringLookup', 'IntegerLookup', 'Resizing', 'Rescaling', 'CenterCrop', 'RandomCrop', 'RandomFlip',
'RandomTranslation', 'Activation', 'RandomRotation', 'RandomZoom', 'RandomHeight', 'RandomWidth',
'RandomContrast', 'RandomBrightness', 'Normalization', 'BatchNormalization', 'LayerNormalization',
'UnitNormalization', 'GroupNormalization', 'Dropout', 'SpatialDropout1D', 'SpatialDropout2D',
'SpatialDropout3D', 'GaussianDropout', 'GaussianNoise', 'ActivityRegularization', 'AlphaDropout',
'MultiHeadAttention', 'Attention', 'AdditiveAttention', 'Reshape', 'Flatten', 'RepeatVector',
'Permute', 'Cropping1D', 'Cropping2D', 'Cropping3D', 'UpSampling1D', 'UpSampling2D', 'UpSampling3D',
'ZeroPadding1D', 'ZeroPadding2D', 'ZeroPadding3D', 'Concatenate', 'Average', 'Maximum', 'Minimum',
'Add', 'Subtract', 'Multiply', 'Dot', 'LocallyConnected1D', 'LocallyConnected2D', 'Embedding',
'Masking', 'Lambda', 'ReLU', 'Softmax', 'LeakyReLU', 'PReLU', 'ELU', 'ThresholdedReLU'
]
fp32: ['*'] # '*' means all op types

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