hls4ml.model.optimizer package

Subpackages

• hls4ml.model.optimizer.passes package
  • Submodules
  • hls4ml.model.optimizer.passes.bn_fuse module
  • hls4ml.model.optimizer.passes.bn_quant module
  • hls4ml.model.optimizer.passes.clone module
  • hls4ml.model.optimizer.passes.conv_same_pad module
  • hls4ml.model.optimizer.passes.fuse_biasadd module
  • hls4ml.model.optimizer.passes.nop module
  • hls4ml.model.optimizer.passes.pointwise module
  • hls4ml.model.optimizer.passes.qkeras module
  • hls4ml.model.optimizer.passes.repack_stream module
  • Module contents

Submodules

hls4ml.model.optimizer.optimizer module

class hls4ml.model.optimizer.optimizer.OptimizerPass

Bases: object

match(node)

transform(model, node)

hls4ml.model.optimizer.optimizer.get_available_passes()

hls4ml.model.optimizer.optimizer.get_optimizer(name)

hls4ml.model.optimizer.optimizer.optimize_model(model, passes=None)

hls4ml.model.optimizer.optimizer.register_pass(name, opt_cls)

Module contents