brevitas.utils package

Submodules

brevitas.utils.logging module

class brevitas.utils.logging.LogActivationBitWidth(model)

Bases: brevitas.utils.logging.LogBitWidth

register_hooks()
class brevitas.utils.logging.LogBitWidth(model)

Bases: object

abstract register_hooks()
class brevitas.utils.logging.LogWeightBitWidth(model)

Bases: brevitas.utils.logging.LogBitWidth

register_hooks()

brevitas.utils.python_utils module

class brevitas.utils.python_utils.AutoName

Bases: str, enum.Enum

An enumeration.

brevitas.utils.quant_utils module

brevitas.utils.quant_utils.has_learned_activation_bit_width(module)
brevitas.utils.quant_utils.has_learned_weight_bit_width(module)

brevitas.utils.torch_utils module

class brevitas.utils.torch_utils.TupleSequential(*args)

Bases: torch.nn.modules.container.Sequential

forward(*input)

Defines the computation performed at every call.

Should be overridden by all subclasses.

Note

Although the recipe for forward pass needs to be defined within this function, one should call the Module instance afterwards instead of this since the former takes care of running the registered hooks while the latter silently ignores them.

output(mod, input)

Module contents