aihwkit.simulator.presets.configs module¶
RPU configurations presets for resistive processing units.
- class aihwkit.simulator.presets.configs.Capacitor2Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using two Capacitor devices per cross-point (
CapacitorPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.Capacitor4Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using four Capacitor devices per cross-point (
CapacitorPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.CapacitorPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.SingleRPUConfig
Preset configuration using a single capacitor device, see
CapacitorPresetDevice
.This preset uses standard SGD with fully parallel update on analog with stochastic pulses.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.PulsedDevice¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the update behavior.
- class aihwkit.simulator.presets.configs.EcRam2Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using two Lithium-based EcRam devices per cross-point (
EcRamPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.EcRam4Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using four Lithium-based EcRam devices per cross-point (
EcRamPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.EcRamMO2Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using two metal-oxide EcRam devices per cross-point (
EcRamMOPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.EcRamMO4Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using four metal-oxide EcRam devices per cross-point (
EcRamMOPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.EcRamMOPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.SingleRPUConfig
Preset configuration using a single metal-oxide EcRAM device, see
EcRamMOPresetDevice
.This preset uses standard SGD with fully parallel update on analog with stochastic pulses.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.PulsedDevice¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the update behavior.
- class aihwkit.simulator.presets.configs.EcRamPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.SingleRPUConfig
Preset configuration using a single Lithium-based EcRAM device, see
EcRamPresetDevice
.This preset uses standard SGD with fully parallel update on analog with stochastic pulses.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.PulsedDevice¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the update behavior.
- class aihwkit.simulator.presets.configs.GokmenVlasovPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.SingleRPUConfig
Preset configuration using a single device with constant update step size, see
GokmenVlasovPresetDevice
.This preset uses standard SGD with fully parallel update on analog with stochastic pulses.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.PulsedDevice¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the update behavior.
- class aihwkit.simulator.presets.configs.Idealized2Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using two Idealized devices per cross-point (
IdealizedPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.Idealized4Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using four Idealized devices per cross-point (
IdealizedPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.IdealizedPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.SingleRPUConfig
Preset configuration using a single idealized device, see
IdealizedPresetDevice
.This preset uses standard SGD with fully parallel update on analog with stochastic pulses.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.PulsedDevice¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the update behavior.
- class aihwkit.simulator.presets.configs.MixedPrecisionCapacitorPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.DigitalRankUpdateRPUConfig
Configuration using Mixed-precision with class:~aihwkit.simulator.presets.devices.CapacitorPresetDevice.
See class:~aihwkit.simulator.configs.devices.MixedPrecisionCompound for details on the mixed precision optimizer.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.DigitalRankUpdateCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.DigitalRankUpdateCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the analog part of the update, that is the transfer from the digital buffer to the devices.
- class aihwkit.simulator.presets.configs.MixedPrecisionEcRamMOPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.DigitalRankUpdateRPUConfig
Configuration using Mixed-precision with class:~aihwkit.simulator.presets.devices.EcRamMOPresetDevice.
See class:~aihwkit.simulator.configs.devices.MixedPrecisionCompound for details on the mixed precision optimizer.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.DigitalRankUpdateCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.DigitalRankUpdateCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the analog part of the update, that is the transfer from the digital buffer to the devices.
- class aihwkit.simulator.presets.configs.MixedPrecisionEcRamPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.DigitalRankUpdateRPUConfig
Configuration using Mixed-precision with class:~aihwkit.simulator.presets.devices.EcRamPresetDevice.
See class:~aihwkit.simulator.configs.devices.MixedPrecisionCompound for details on the mixed precision optimizer.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.DigitalRankUpdateCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.DigitalRankUpdateCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the analog part of the update, that is the transfer from the digital buffer to the devices.
- class aihwkit.simulator.presets.configs.MixedPrecisionGokmenVlasovPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.DigitalRankUpdateRPUConfig
Configuration using Mixed-precision with class:~aihwkit.simulator.presets.devices.GokmenVlasovPresetDevice.
See class:~aihwkit.simulator.configs.devices.MixedPrecisionCompound for details on the mixed precision optimizer.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.DigitalRankUpdateCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.DigitalRankUpdateCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the analog part of the update, that is the transfer from the digital buffer to the devices.
- class aihwkit.simulator.presets.configs.MixedPrecisionIdealizedPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.DigitalRankUpdateRPUConfig
Configuration using Mixed-precision with class:~aihwkit.simulator.presets.devices.IdealizedPresetDevice.
See class:~aihwkit.simulator.configs.devices.MixedPrecisionCompound for details on the mixed precision optimizer.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.DigitalRankUpdateCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.DigitalRankUpdateCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the analog part of the update, that is the transfer from the digital buffer to the devices.
- class aihwkit.simulator.presets.configs.MixedPrecisionPCMPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.DigitalRankUpdateRPUConfig
Configuration using Mixed-precision with class:~aihwkit.simulator.presets.devices.PCMPresetDevice.
See class:~aihwkit.simulator.configs.devices.MixedPrecisionCompound for details on the mixed precision optimizer.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.DigitalRankUpdateCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.DigitalRankUpdateCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the analog part of the update, that is the transfer from the digital buffer to the devices.
- class aihwkit.simulator.presets.configs.MixedPrecisionReRamESPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.DigitalRankUpdateRPUConfig
Configuration using Mixed-precision with class:~aihwkit.simulator.presets.devices.ReRamESPresetDevice
See class:~aihwkit.simulator.configs.devices.MixedPrecisionCompound for details on the mixed precision optimizer.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.DigitalRankUpdateCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.DigitalRankUpdateCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the analog part of the update, that is the transfer from the digital buffer to the devices.
- class aihwkit.simulator.presets.configs.MixedPrecisionReRamSBPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.DigitalRankUpdateRPUConfig
Configuration using Mixed-precision with class:~aihwkit.simulator.presets.devices.ReRamSBPresetDevice.
See class:~aihwkit.simulator.configs.devices.MixedPrecisionCompound for details on the mixed precision optimizer.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.DigitalRankUpdateCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.DigitalRankUpdateCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the analog part of the update, that is the transfer from the digital buffer to the devices.
- class aihwkit.simulator.presets.configs.PCMPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using a single pair of PCM devicec with refresh, see
PCMPresetUnitCell
.This preset uses standard SGD with fully parallel update on analog with stochastic pulses.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.ReRamES2Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using two ReRam devices per cross-point (
ReRamESPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.ReRamES4Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using four ReRam devices per cross-point (
ReRamESPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.ReRamESPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.SingleRPUConfig
Preset configuration using a single ReRam device (based on ExpStep model, see
ReRamESPresetDevice
).This preset uses standard SGD with fully parallel update on analog with stochastic pulses.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.PulsedDevice¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the update behavior.
- class aihwkit.simulator.presets.configs.ReRamSB2Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using two ReRam devices per cross-point (
ReRamSBPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.ReRamSB4Preset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Preset configuration using four ReRam devices per cross-point (
ReRamSBPresetDevice
), where both are updated with random selection policy for update.See
VectorUnitCell
for more details on multiple devices per cross-points.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.ReRamSBPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.SingleRPUConfig
Preset configuration using a single ReRam device (based on SoftBounds model, see
ReRamSBPresetDevice
).This preset uses standard SGD with fully parallel update on analog with stochastic pulses.
The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.PulsedDevice¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the update behavior.
- class aihwkit.simulator.presets.configs.TTv2CapacitorPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using TTv2 with
CapacitorPresetDevice
.See
BufferedTransferCompound
for details on TTv2-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TTv2EcRamMOPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using TTv2 with
EcRamMOPresetDevice
.See
BufferedTransferCompound
for details on TTv2-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TTv2EcRamPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using TTv2 with
EcRamPresetDevice
.See
BufferedTransferCompound
for details on TTv2-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TTv2IdealizedPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using TTv2 with
IdealizedPresetDevice
.See
BufferedTransferCompound
for details on TTv2-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TTv2ReRamESPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using TTv2 with
ReRamESPresetDevice
.See
BufferedTransferCompound
for details on TTv2-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TTv2ReRamSBPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using TTv2 with
ReRamSBPresetDevice
.See
BufferedTransferCompound
for details on TTv2-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TikiTakaCapacitorPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using Tiki-taka with
CapacitorPresetDevice
.See
TransferCompound
for details on Tiki-taka-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TikiTakaEcRamMOPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using Tiki-taka with
EcRamMOPresetDevice
.See
TransferCompound
for details on Tiki-taka-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TikiTakaEcRamPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using Tiki-taka with
EcRamPresetDevice
.See
TransferCompound
for details on Tiki-taka-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TikiTakaIdealizedPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using Tiki-taka with
IdealizedPresetDevice
.See
TransferCompound
for details on Tiki-taka-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TikiTakaReRamESPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using Tiki-taka with
ReRamESPresetDevice
.See
TransferCompound
for details on Tiki-taka-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.
- class aihwkit.simulator.presets.configs.TikiTakaReRamSBPreset(device=<factory>, forward=<factory>, backward=<factory>, update=<factory>, mapping=<factory>)[source]¶
Bases:
aihwkit.simulator.configs.configs.UnitCellRPUConfig
Configuration using Tiki-taka with
ReRamSBPresetDevice
.See
TransferCompound
for details on Tiki-taka-like optimizers.The default peripheral hardware (
PresetIOParameters
) and analog update (PresetUpdateParameters
) configuration is used otherwise.- Parameters
device (aihwkit.simulator.configs.devices.UnitCell) –
forward (aihwkit.simulator.configs.utils.IOParameters) –
backward (aihwkit.simulator.configs.utils.IOParameters) –
mapping (aihwkit.simulator.configs.utils.MappingParameter) –
- Return type
None
- backward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the backward direction.
- device: aihwkit.simulator.configs.devices.UnitCell¶
Parameter that modify the behavior of the pulsed device.
- forward: aihwkit.simulator.configs.utils.IOParameters¶
Input-output parameter setting for the forward direction.
- update: aihwkit.simulator.configs.utils.UpdateParameters¶
Parameter for the parallel analog update behavior.