hls4ml.backends.vivado package

Subpackages

• hls4ml.backends.vivado.passes package
  • Submodules
  • hls4ml.backends.vivado.passes.broadcast_stream module
  • hls4ml.backends.vivado.passes.conv_same_pad module
  • hls4ml.backends.vivado.passes.conv_stream module
  • hls4ml.backends.vivado.passes.convolution_templates module
  • hls4ml.backends.vivado.passes.core_templates module
  • hls4ml.backends.vivado.passes.fifo_depth_optimization module
  • hls4ml.backends.vivado.passes.garnet_templates module
  • hls4ml.backends.vivado.passes.merge_templates module
  • hls4ml.backends.vivado.passes.pointwise module
  • hls4ml.backends.vivado.passes.pooling_templates module
  • hls4ml.backends.vivado.passes.quantization_templates module
  • hls4ml.backends.vivado.passes.recurrent_templates module
  • hls4ml.backends.vivado.passes.reshaping_templates module
  • hls4ml.backends.vivado.passes.resource_strategy module
  • hls4ml.backends.vivado.passes.transform_types module
  • Module contents

Submodules

hls4ml.backends.vivado.vivado_backend module

class hls4ml.backends.vivado.vivado_backend.VivadoBackend

Bases: FPGABackend

build(model, reset=False, csim=True, synth=True, cosim=False, validation=False, export=False, vsynth=False, fifo_opt=False)

create_initial_config(part='xcvu13p-flga2577-2-e', clock_period=5, clock_uncertainty='12.5%', io_type='io_parallel', **_)

Create the minimal conversion config for the backend.

Subclasses should implement this method to provide the initial configuration for the conversion.

get_default_flow()

The name of the default flow of the backend.

Default flow is used as the conversion target if the target flow has not been specified.

get_writer_flow()

init_base_layer(layer)

init_conv1d(layer)

init_conv2d(layer)

init_dense(layer)

init_depconv2d(layer)

init_embed(layer)

init_garnet(layer)

init_garnet_stack(layer)

init_global_pooling1d(layer)

init_global_pooling2d(layer)

init_gru(layer)

init_lstm(layer)

init_pooling1d(layer)

init_pooling2d(layer)

init_sepconv1d(layer)

init_sepconv2d(layer)

init_softmax(layer)

hls4ml.backends.vivado.vivado_types module

class hls4ml.backends.vivado.vivado_types.VivadoArrayVariableConverter(type_converter)

Bases: ArrayVariableConverter

class hls4ml.backends.vivado.vivado_types.VivadoArrayVariableDefinition

Bases: VariableDefinition

definition_cpp(name_suffix='', as_reference=False)

class hls4ml.backends.vivado.vivado_types.VivadoInplaceArrayVariableConverter(type_converter)

Bases: ArrayVariableConverter

class hls4ml.backends.vivado.vivado_types.VivadoInplaceArrayVariableDefinition

Bases: VariableDefinition

definition_cpp()

class hls4ml.backends.vivado.vivado_types.VivadoInplaceStreamVariableConverter(type_converter)

Bases: InplaceStreamVariableConverter

class hls4ml.backends.vivado.vivado_types.VivadoInplaceStreamVariableDefinition

Bases: VariableDefinition

definition_cpp()

class hls4ml.backends.vivado.vivado_types.VivadoStreamVariableConverter(type_converter)

Bases: StreamVariableConverter

class hls4ml.backends.vivado.vivado_types.VivadoStreamVariableDefinition

Bases: VariableDefinition

definition_cpp(name_suffix='', as_reference=False)

Module contents