Index

A

apply() (mindspore_gs.CompAlgo method) (mindspore_gs.pruner.PrunerFtCompressAlgo method) (mindspore_gs.pruner.PrunerKfCompressAlgo method) (mindspore_gs.ptq.PTQ method) (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) (mindspore_gs.quantization.SlbQuantAwareTraining method)

assemble_inputs() (mindspore_gs.ptq.network_helpers.mf_net_helpers.MFLlama2Helper method) (mindspore_gs.ptq.NetworkHelper method) AutoQuantForCausalLM (class in mindspore_gs.ptq) AWQConfig (class in mindspore_gs.ptq)

B

BackendTarget (class in mindspore_gs.common)

BaseQuantForCausalLM (class in mindspore_gs.ptq)

C

calibrate() (mindspore_gs.ptq.BaseQuantForCausalLM method) callbacks() (mindspore_gs.CompAlgo method) (mindspore_gs.pruner.PrunerKfCompressAlgo method) (mindspore_gs.quantization.SlbQuantAwareTraining method) CompAlgo (class in mindspore_gs)

convert() (mindspore_gs.CompAlgo method) (mindspore_gs.ptq.PTQ method) (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) (mindspore_gs.quantization.SlbQuantAwareTraining method) create_network() (mindspore_gs.ptq.NetworkHelper method) create_tokenizer() (mindspore_gs.ptq.NetworkHelper method)

F

fake_quant() (mindspore_gs.ptq.BaseQuantForCausalLM method) (mindspore_gs.ptq.PTQ method) forward() (mindspore_gs.ptq.BaseQuantForCausalLM method) from_pretrained() (mindspore_gs.ptq.AutoQuantForCausalLM static method) (mindspore_gs.ptq.BaseQuantForCausalLM class method)

from_str() (mindspore_gs.ptq.OutliersSuppressionType class method) (mindspore_gs.ptq.PrecisionRecovery class method) (mindspore_gs.ptq.QuantGranularity class method)

G

generate() (mindspore_gs.ptq.NetworkHelper method)

get_spec() (mindspore_gs.ptq.NetworkHelper method) GPTQQuantConfig (class in mindspore_gs.ptq)

L

loss() (mindspore_gs.CompAlgo method)

M

MFLlama2Helper (class in mindspore_gs.ptq.network_helpers.mf_net_helpers)

MFParallelLlama2Helper (class in mindspore_gs.ptq.network_helpers.mf_net_helpers)

N

NetworkHelper (class in mindspore_gs.ptq)

O

OutliersSuppressionType (class in mindspore_gs.ptq)

P

PrecisionRecovery (class in mindspore_gs.ptq) PrunerFtCompressAlgo (class in mindspore_gs.pruner) PrunerKfCompressAlgo (class in mindspore_gs.pruner)

PTQ (class in mindspore_gs.ptq) PTQConfig (class in mindspore_gs.ptq) PTQMode (class in mindspore_gs.ptq)

Q

QuantGranularity (class in mindspore_gs.ptq)

S

save_quantized() (mindspore_gs.ptq.BaseQuantForCausalLM method) set_act_narrow_range() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_act_per_channel() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_act_quant_delay() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_act_quant_dtype() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) (mindspore_gs.quantization.SlbQuantAwareTraining method) set_act_symmetric() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_bn_fold() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_enable_act_quant() (mindspore_gs.quantization.SlbQuantAwareTraining method) set_enable_bn_calibration() (mindspore_gs.quantization.SlbQuantAwareTraining method) set_enable_fusion() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_epoch_size() (mindspore_gs.quantization.SlbQuantAwareTraining method) set_freeze_bn() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_has_trained_epoch() (mindspore_gs.quantization.SlbQuantAwareTraining method) set_one_conv_fold() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_prune_rate() (mindspore_gs.pruner.PrunerFtCompressAlgo method)

set_save_mindir() (mindspore_gs.CompAlgo method) set_save_mindir_path() (mindspore_gs.CompAlgo method) set_t_end_time() (mindspore_gs.quantization.SlbQuantAwareTraining method) set_t_factor() (mindspore_gs.quantization.SlbQuantAwareTraining method) set_t_start_time() (mindspore_gs.quantization.SlbQuantAwareTraining method) set_t_start_val() (mindspore_gs.quantization.SlbQuantAwareTraining method) set_weight_narrow_range() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_weight_per_channel() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_weight_quant_delay() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) set_weight_quant_dtype() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) (mindspore_gs.quantization.SlbQuantAwareTraining method) set_weight_symmetric() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining method) SimulatedQuantizationAwareTraining (class in mindspore_gs.quantization) SlbQuantAwareTraining (class in mindspore_gs.quantization) summary() (mindspore_gs.CompAlgo method) (mindspore_gs.ptq.PTQ method)