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support ZeroPadding layers #480

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merged 2 commits into from
Jan 12, 2022
Merged

support ZeroPadding layers #480

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1206392
support ZeroPadding layers
jmduarte Dec 25, 2021
6a7d853
Merge branch 'master' into zpad
jmduarte Dec 28, 2021
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5 changes: 3 additions & 2 deletions hls4ml/utils/config.py
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Original file line number Diff line number Diff line change
Expand Up @@ -109,11 +109,12 @@ def config_from_keras_model(model, granularity='model', default_precision='ap_fi
activation_layers = ['Activation', 'LeakyReLU', 'ThresholdedReLU', 'ELU', 'PReLU', 'Softmax', 'ReLU']
merge_layers = ['Add', 'Subtract', 'Multiply', 'Average', 'Maximum', 'Minimum', 'Concatenate', 'Dot']
qkeras_layers = ['QDense', 'QActivation', 'QConv1D', 'QConv2D', 'QBatchNormalization', 'QConv2DBatchnorm']
reshaping_layers = ['ZeroPadding1D', 'ZeroPadding2D']
graph_layers = ['GarNet', 'GarNetStack']
#Define layers to skip because they're not configurable or not converted to HLS
skip_layers = ['Dropout', 'Flatten', 'Reshape', 'Permute']
graph_layers = ['GarNet', 'GarNetStack']
#All supported layers
supported_layers = core_layers + dense_layers + conv_layers + pooling_layers + norm_layers + activation_layers + merge_layers + qkeras_layers + graph_layers + skip_layers
supported_layers = core_layers + dense_layers + conv_layers + pooling_layers + norm_layers + activation_layers + merge_layers + qkeras_layers + reshaping_layers + graph_layers + skip_layers

keras_layer_config = None
if model_arch['class_name'] == 'Sequential':
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