Index

A

act_range_momentum (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute) ADD_NORMAL (aihwkit_lightning.simulator.parameters.enums.WeightModifierType attribute) (aihwkit_lightning.simulator.parameters.enums.WeightNoiseInjectionType attribute) ADD_NORMAL_PER_CHANNEL (aihwkit_lightning.simulator.parameters.enums.WeightModifierType attribute) (aihwkit_lightning.simulator.parameters.enums.WeightNoiseInjectionType attribute) aihwkit_lightning module aihwkit_lightning.exceptions module aihwkit_lightning.inference module aihwkit_lightning.inference.calibration module aihwkit_lightning.inference.calibration.calibration module aihwkit_lightning.nn module aihwkit_lightning.nn.conversion module aihwkit_lightning.optim module aihwkit_lightning.optim.analog_optimizer module aihwkit_lightning.simulator module

aihwkit_lightning.simulator.configs module aihwkit_lightning.simulator.configs.configs module aihwkit_lightning.simulator.parameters module aihwkit_lightning.simulator.parameters.enums module aihwkit_lightning.simulator.parameters.helpers module aihwkit_lightning.simulator.parameters.inference module aihwkit_lightning.simulator.parameters.io module aihwkit_lightning.simulator.parameters.mapping module aihwkit_lightning.simulator.parameters.pre_post module aihwkit_lightning.version module AihwkitException AnalogOptimizer (class in aihwkit_lightning.optim.analog_optimizer) ArgumentError

C

CACHE_QUANTILE (aihwkit_lightning.inference.calibration.calibration.InputRangeCalibrationType attribute) calibrate_input_ranges() (in module aihwkit_lightning.inference.calibration.calibration) clip (aihwkit_lightning.simulator.configs.configs.TorchInferenceRPUConfig attribute)

ConfigError convert_to_analog() (in module aihwkit_lightning.nn.conversion) convert_to_digital() (in module aihwkit_lightning.nn.conversion)

D

decay (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute) DISCRETIZE (aihwkit_lightning.simulator.parameters.enums.WeightModifierType attribute) (aihwkit_lightning.simulator.parameters.enums.WeightQuantizationType attribute) DISCRETIZE_ADD_NORMAL (aihwkit_lightning.simulator.parameters.enums.WeightModifierType attribute)

DISCRETIZE_ADD_NORMAL_PER_CHANNEL (aihwkit_lightning.simulator.parameters.enums.WeightModifierType attribute) DISCRETIZE_PER_CHANNEL (aihwkit_lightning.simulator.parameters.enums.WeightModifierType attribute) (aihwkit_lightning.simulator.parameters.enums.WeightQuantizationType attribute) dynamic (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute)

E

enable (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute)

enable_during_test (aihwkit_lightning.simulator.parameters.inference.WeightModifierParameter attribute)

F

fast_mode (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute)

forward (aihwkit_lightning.simulator.configs.configs.TorchInferenceRPUConfig attribute)

I

init_from_data (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute) init_std_alpha (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute) init_value (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute) inp_res (aihwkit_lightning.simulator.parameters.io.IOParameters attribute)

input_min_percentage (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute) input_range (aihwkit_lightning.simulator.parameters.pre_post.PrePostProcessingParameter attribute) InputRangeCalibrationType (class in aihwkit_lightning.inference.calibration.calibration) InputRangeParameter (class in aihwkit_lightning.simulator.parameters.pre_post) IOParameters (class in aihwkit_lightning.simulator.parameters.io)

L

LAYER_GAUSSIAN (aihwkit_lightning.simulator.parameters.enums.WeightClipType attribute) LAYER_GAUSSIAN_PER_CHANNEL (aihwkit_lightning.simulator.parameters.enums.WeightClipType attribute)

learn_input_range (aihwkit_lightning.simulator.parameters.pre_post.InputRangeParameter attribute) LEARNABLE_PER_CHANNEL (aihwkit_lightning.simulator.parameters.enums.WeightClipType attribute)

M

MappableRPU (class in aihwkit_lightning.simulator.parameters.mapping) mapping (aihwkit_lightning.simulator.configs.configs.TorchInferenceRPUConfig attribute) (aihwkit_lightning.simulator.parameters.mapping.MappableRPU attribute) MappingParameter (class in aihwkit_lightning.simulator.parameters.mapping) MAX (aihwkit_lightning.inference.calibration.calibration.InputRangeCalibrationType attribute) max_input_size (aihwkit_lightning.simulator.parameters.mapping.MappingParameter attribute) modifier (aihwkit_lightning.simulator.configs.configs.TorchInferenceRPUConfig attribute) module aihwkit_lightning aihwkit_lightning.exceptions aihwkit_lightning.inference aihwkit_lightning.inference.calibration aihwkit_lightning.inference.calibration.calibration aihwkit_lightning.nn aihwkit_lightning.nn.conversion aihwkit_lightning.optim aihwkit_lightning.optim.analog_optimizer aihwkit_lightning.simulator aihwkit_lightning.simulator.configs aihwkit_lightning.simulator.configs.configs aihwkit_lightning.simulator.parameters aihwkit_lightning.simulator.parameters.enums aihwkit_lightning.simulator.parameters.helpers aihwkit_lightning.simulator.parameters.inference aihwkit_lightning.simulator.parameters.io aihwkit_lightning.simulator.parameters.mapping aihwkit_lightning.simulator.parameters.pre_post aihwkit_lightning.version

ModuleError MOVING_QUANTILE (aihwkit_lightning.inference.calibration.calibration.InputRangeCalibrationType attribute) MOVING_STD (aihwkit_lightning.inference.calibration.calibration.InputRangeCalibrationType attribute)

N

noise_type (aihwkit_lightning.simulator.parameters.inference.WeightModifierParameter attribute) NONE (aihwkit_lightning.inference.calibration.calibration.InputRangeCalibrationType attribute) (aihwkit_lightning.simulator.parameters.enums.WeightClipType attribute) (aihwkit_lightning.simulator.parameters.enums.WeightModifierType attribute) (aihwkit_lightning.simulator.parameters.enums.WeightNoiseInjectionType attribute) (aihwkit_lightning.simulator.parameters.enums.WeightQuantizationType attribute)

O

out_bound (aihwkit_lightning.simulator.parameters.io.IOParameters attribute) out_noise (aihwkit_lightning.simulator.parameters.io.IOParameters attribute)

out_noise_per_channel (aihwkit_lightning.simulator.parameters.io.IOParameters attribute) out_res (aihwkit_lightning.simulator.parameters.io.IOParameters attribute)

P

pre_post (aihwkit_lightning.simulator.configs.configs.TorchInferenceRPUConfig attribute) (aihwkit_lightning.simulator.parameters.pre_post.PrePostProcessingRPU attribute)

PrePostProcessingParameter (class in aihwkit_lightning.simulator.parameters.pre_post) PrePostProcessingRPU (class in aihwkit_lightning.simulator.parameters.pre_post)

Q

quantization_type (aihwkit_lightning.simulator.parameters.inference.WeightModifierParameter attribute)

R

res (aihwkit_lightning.simulator.parameters.inference.WeightModifierParameter attribute)

S

sigma (aihwkit_lightning.simulator.parameters.inference.WeightClipParameter attribute) specific_rpu_config_id() (in module aihwkit_lightning.nn.conversion)

std_dev (aihwkit_lightning.simulator.parameters.inference.WeightModifierParameter attribute) SUBCLASSES (aihwkit_lightning.optim.analog_optimizer.AnalogOptimizer attribute)

T

TorchInferenceRPUConfig (class in aihwkit_lightning.simulator.configs.configs) TorchTileConfigError

type (aihwkit_lightning.simulator.parameters.inference.WeightClipParameter attribute) (aihwkit_lightning.simulator.parameters.inference.WeightModifierParameter attribute)

W

WeightClipParameter (class in aihwkit_lightning.simulator.parameters.inference) WeightClipType (class in aihwkit_lightning.simulator.parameters.enums) WeightModifierParameter (class in aihwkit_lightning.simulator.parameters.inference)

WeightModifierType (class in aihwkit_lightning.simulator.parameters.enums) WeightNoiseInjectionType (class in aihwkit_lightning.simulator.parameters.enums) WeightQuantizationType (class in aihwkit_lightning.simulator.parameters.enums)