hls4ml.converters.keras package

Submodules

hls4ml.converters.keras.convolution module

hls4ml.converters.keras.convolution.parse_conv1d_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.convolution.parse_conv2d_layer(keras_layer, input_names, input_shapes, data_reader)

hls4ml.converters.keras.core module

hls4ml.converters.keras.core.parse_activation_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.core.parse_batchnorm_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.core.parse_dense_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.core.parse_embedding_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.core.parse_input_layer(keras_layer, input_names, input_shapes, data_reader)

hls4ml.converters.keras.graph module

hls4ml.converters.keras.graph.parse_garnet_layer(keras_layer, input_names, input_shapes, data_reader)

hls4ml.converters.keras.merge module

hls4ml.converters.keras.merge.parse_merge_layer(keras_layer, input_names, input_shapes, data_reader)

hls4ml.converters.keras.model module

hls4ml.converters.keras.model.parse_model_layer(keras_layer, input_names, input_shapes, data_reader)

hls4ml.converters.keras.pooling module

hls4ml.converters.keras.pooling.parse_global_pooling_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.pooling.parse_pooling_layer(keras_layer, input_names, input_shapes, data_reader)

hls4ml.converters.keras.qkeras module

hls4ml.converters.keras.qkeras.get_quantizer_from_config(keras_layer, quantizer_var)
hls4ml.converters.keras.qkeras.parse_qactivation_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.qkeras.parse_qbatchnorm_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.qkeras.parse_qconv2dbatchnorm_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.qkeras.parse_qconv_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.qkeras.parse_qdense_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.qkeras.parse_qdepthwiseqconv_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.qkeras.parse_qrnn_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.qkeras.parse_qsepconv_layer(keras_layer, input_names, input_shapes, data_reader)

hls4ml.converters.keras.recurrent module

hls4ml.converters.keras.recurrent.parse_rnn_layer(keras_layer, input_names, input_shapes, data_reader)

hls4ml.converters.keras.reshape module

hls4ml.converters.keras.reshape.parse_flatten_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.reshape.parse_permute_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.reshape.parse_reshape_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.reshape.parse_upsampling1d_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.reshape.parse_upsampling2d_layer(keras_layer, input_names, input_shapes, data_reader)

hls4ml.converters.keras.reshaping module

hls4ml.converters.keras.reshaping.parse_zeropadding1d_layer(keras_layer, input_names, input_shapes, data_reader)
hls4ml.converters.keras.reshaping.parse_zeropadding2d_layer(keras_layer, input_names, input_shapes, data_reader)

Module contents