MindSpore
安装部署
安装MindSpore Golden Stick
量化感知训练算法
量化算法概述
应用SimQAT算法
应用SLB算法
训练后量化算法
训练后量化算法概述
应用PTQ算法
应用RoundToNearest后量化算法
剪枝算法
剪枝算法概述
应用SCOP算法
模型部署
模型部署概述
使用MindSpore Golden Stick进行模型转换
API参考
mindspore_gs
mindspore_gs.common
mindspore_gs.quantization
mindspore_gs.ptq
mindspore_gs.pruner
RELEASE NOTES
Release Notes
MindSpore
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索引
索引
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A
analysis_decoder_groups() (mindspore_gs.ptq.NetworkHelper 方法)
apply() (mindspore_gs.CompAlgo 方法)
(mindspore_gs.pruner.PrunerFtCompressAlgo 方法)
(mindspore_gs.pruner.PrunerKfCompressAlgo 方法)
(mindspore_gs.ptq.PTQ 方法)
(mindspore_gs.ptq.RoundToNearest 方法)
(mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
(mindspore_gs.quantization.SlbQuantAwareTraining 方法)
assemble_inputs() (mindspore_gs.ptq.network_helpers.mf_net_helpers.MFLlama2Helper 方法)
(mindspore_gs.ptq.NetworkHelper 方法)
C
callbacks() (mindspore_gs.CompAlgo 方法)
(mindspore_gs.pruner.PrunerKfCompressAlgo 方法)
(mindspore_gs.quantization.SlbQuantAwareTraining 方法)
convert() (mindspore_gs.CompAlgo 方法)
(mindspore_gs.ptq.PTQ 方法)
(mindspore_gs.ptq.RoundToNearest 方法)
(mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
(mindspore_gs.quantization.SlbQuantAwareTraining 方法)
create_network() (mindspore_gs.ptq.network_helpers.mf_net_helpers.MFParallelLlama2Helper 方法)
(mindspore_gs.ptq.NetworkHelper 方法)
create_tokenizer() (mindspore_gs.ptq.NetworkHelper 方法)
G
generate() (mindspore_gs.ptq.NetworkHelper 方法)
get_pre_layer() (mindspore_gs.ptq.NetworkHelper 方法)
get_spec() (mindspore_gs.ptq.NetworkHelper 方法)
L
loss() (mindspore_gs.CompAlgo 方法)
M
mindspore_gs.common.BackendTarget (內置类)
mindspore_gs.CompAlgo (內置类)
mindspore_gs.pruner.PrunerFtCompressAlgo (內置类)
mindspore_gs.pruner.PrunerKfCompressAlgo (內置类)
mindspore_gs.ptq.network_helpers.mf_net_helpers.MFLlama2Helper (內置类)
mindspore_gs.ptq.network_helpers.mf_net_helpers.MFParallelLlama2Helper (內置类)
mindspore_gs.ptq.NetworkHelper (內置类)
mindspore_gs.ptq.OutliersSuppressionType (內置类)
mindspore_gs.ptq.PTQ (內置类)
mindspore_gs.ptq.PTQConfig (內置类)
mindspore_gs.ptq.PTQMode (內置类)
mindspore_gs.ptq.RoundToNearest (內置类)
mindspore_gs.quantization.SimulatedQuantizationAwareTraining (內置类)
mindspore_gs.quantization.SlbQuantAwareTraining (內置类)
S
set_act_narrow_range() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_act_per_channel() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_act_quant_delay() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_act_quant_dtype() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
(mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_act_symmetric() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_bn_fold() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_enable_act_quant() (mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_enable_bn_calibration() (mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_enable_fusion() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_epoch_size() (mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_freeze_bn() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_has_trained_epoch() (mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_one_conv_fold() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_prune_rate() (mindspore_gs.pruner.PrunerFtCompressAlgo 方法)
set_save_mindir() (mindspore_gs.CompAlgo 方法)
set_save_mindir_path() (mindspore_gs.CompAlgo 方法)
set_t_end_time() (mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_t_factor() (mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_t_start_time() (mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_t_start_val() (mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_weight_narrow_range() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_weight_per_channel() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_weight_quant_delay() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
set_weight_quant_dtype() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)
(mindspore_gs.quantization.SlbQuantAwareTraining 方法)
set_weight_symmetric() (mindspore_gs.quantization.SimulatedQuantizationAwareTraining 方法)