forked from mindspore-Ecosystem/mindspore
!8935 remove quantization_aware option in Mobilenetv2-quant config
From: @yuchaojie Reviewed-by: @chenfei52 Signed-off-by:
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5353cd196b
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@ -102,10 +102,10 @@ MobileNetV2总体网络架构如下:
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- 配置MobileNetV2-quant和ImageNet2012数据集。
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```python
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'class_num':1000 # 数据集类数
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'num_classes':1000 # 数据集类数
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'batch_size':134 # 训练批次大小
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'epoch_size':60 # Mobilenetv2-quant的训练轮次
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'start epoch':200 # 非量化网络预训练轮次
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'epoch_size':60 # Mobilenetv2-quant的训练轮次
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'start_epoch':200 # 非量化网络预训练轮次
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'warmup_epochs':0 # 热身轮次
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'lr':0.3 # 学习率
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'momentum':0.9 # 动量
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@ -92,10 +92,10 @@ Parameters for both training and evaluation can be set in config.py
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- config for MobileNetV2-quant, ImageNet2012 dataset
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```python
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'class_num': 1000 # the number of classes in the dataset
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'num_classes': 1000 # the number of classes in the dataset
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'batch_size': 134 # training batch size
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'epoch_size': 60 # training epochs of mobilenetv2-quant
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'start epoch':200 # pretraining epochs of unquantative network
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'epoch_size': 60 # training epochs of mobilenetv2-quant
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'start_epoch':200 # pretraining epochs of unquantative network
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'warmup_epochs': 0 # number of warmup epochs
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'lr': 0.3 #learning rate
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'momentum': 0.9 # momentum
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@ -24,7 +24,7 @@ config_ascend_quant = ed({
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"data_load_mode": "mindata",
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"epoch_size": 60,
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"start_epoch": 200,
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"warmup_epochs": 1,
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"warmup_epochs": 0,
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"lr": 0.3,
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"momentum": 0.9,
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"weight_decay": 4e-5,
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@ -34,7 +34,6 @@ config_ascend_quant = ed({
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"save_checkpoint_epochs": 1,
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"keep_checkpoint_max": 300,
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"save_checkpoint_path": "./checkpoint",
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"quantization_aware": True,
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})
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config_gpu_quant = ed({
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@ -42,7 +41,7 @@ config_gpu_quant = ed({
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"batch_size": 134,
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"epoch_size": 60,
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"start_epoch": 200,
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"warmup_epochs": 1,
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"warmup_epochs": 0,
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"lr": 0.3,
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"momentum": 0.9,
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"weight_decay": 4e-5,
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@ -50,7 +50,6 @@ config_ascend_quant = ed({
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"save_checkpoint_epochs": 1,
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"keep_checkpoint_max": 300,
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"save_checkpoint_path": "./checkpoint",
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"quantization_aware": True,
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})
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dataset_path = "/home/workspace/mindspore_dataset/cifar-10-batches-bin/"
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