aihwkit.simulator.rpu_base module
Bindings for the RPU simulator.
Submodules
- aihwkit.simulator.rpu_base.tiles
AnalogTile
FloatingPointTile
FloatingPointTile.backward()
FloatingPointTile.backward_indexed()
FloatingPointTile.clip_weights()
FloatingPointTile.decay_weights()
FloatingPointTile.diffuse_weights()
FloatingPointTile.drift_weights()
FloatingPointTile.dump_extra()
FloatingPointTile.forward()
FloatingPointTile.forward_indexed()
FloatingPointTile.get_brief_info()
FloatingPointTile.get_d_size()
FloatingPointTile.get_hidden_parameter_names()
FloatingPointTile.get_hidden_parameters()
FloatingPointTile.get_hidden_update_index()
FloatingPointTile.get_info()
FloatingPointTile.get_learning_rate()
FloatingPointTile.get_meta_parameters()
FloatingPointTile.get_pulse_counters()
FloatingPointTile.get_shared_weights_if()
FloatingPointTile.get_weights()
FloatingPointTile.get_x_size()
FloatingPointTile.has_matrix_indices()
FloatingPointTile.load_extra()
FloatingPointTile.modify_weights()
FloatingPointTile.remap_weights()
FloatingPointTile.reset_columns()
FloatingPointTile.reset_delta_weights()
FloatingPointTile.set_delta_weights()
FloatingPointTile.set_hidden_parameters()
FloatingPointTile.set_hidden_update_index()
FloatingPointTile.set_learning_rate()
FloatingPointTile.set_matrix_indices()
FloatingPointTile.set_shared_weights()
FloatingPointTile.set_verbosity_level()
FloatingPointTile.set_weights()
FloatingPointTile.set_weights_uniform_random()
FloatingPointTile.update()
FloatingPointTile.update_indexed()
WeightClipParameter
WeightClipType
WeightModifierParameter
WeightModifierParameter.assumed_wmax
WeightModifierParameter.coeffs
WeightModifierParameter.copy_last_column
WeightModifierParameter.dorefa_clip
WeightModifierParameter.enable_during_test
WeightModifierParameter.g_max
WeightModifierParameter.pcm_prob_at_gmax
WeightModifierParameter.pcm_prob_at_random
WeightModifierParameter.pcm_prob_at_reset
WeightModifierParameter.pcm_t0
WeightModifierParameter.pcm_t_inference
WeightModifierParameter.pcm_zero_thres
WeightModifierParameter.pdrop
WeightModifierParameter.per_batch_sample
WeightModifierParameter.rel_to_actual_wmax
WeightModifierParameter.res
WeightModifierParameter.std_dev
WeightModifierParameter.sto_round
WeightModifierParameter.type
WeightModifierType
WeightModifierType.AddNormal
WeightModifierType.Copy
WeightModifierType.Discretize
WeightModifierType.DiscretizeAddNormal
WeightModifierType.DoReFa
WeightModifierType.DropConnect
WeightModifierType.MultNormal
WeightModifierType.None
WeightModifierType.PCMNoise
WeightModifierType.Poly
WeightModifierType.ProgNoise
WeightModifierType.name
WeightModifierType.value
WeightRemapParameter
WeightRemapType