!571 optimize mindwizard network templates

Merge pull request !571 from liangyongxiong/wizard

mindinsight/wizard/README_CN.md

@@ -4,7 +4,7 @@
 
 ## 介绍
 
-MindWizard是一款快速生成经典网络脚本的工具。工具根据用户选择，组合模型、超参、数据集等网络参数，自动生成目标网络脚本，生成的网络脚本可以在Ascend或GPU等环境上进行训练和推理。
+MindWizard是一款快速生成经典网络脚本的工具。工具根据用户选择，组合模型、超参、数据集等网络参数，自动生成目标网络脚本，生成的网络脚本可以在Ascend或GPU等环境上进行训练和评估。
 
 ## 安装
 
@@ -33,7 +33,7 @@ optional arguments:
 
 2. 请选择数据集（MNIST / Cifar10 / ImageNet / ...）
 
-生成脚本后，用户可执行训练和推理，详细介绍可参考网络脚本工程中的README。
+生成脚本后，用户可执行训练和评估，详细介绍可参考网络脚本工程中的README。
 
 ## 网络脚本工程结构
 
@@ -42,14 +42,14 @@ project
  |- script
  |   |- run_standalone_train.sh     # 单卡训练脚本
  |   |- run_distribute_train.sh     # 多卡训练脚本
- |   |- run_eval.sh                 # 推理脚本
+ |   |- run_eval.sh                 # 评估脚本
  |   |- ...
  |- src
  |   |- config.py                   # 参数配置
  |   |- dataset.py                  # 数据集处理
  |   |- lenet.py/resent.py/...      # 网络定义
  |   |- ...
- |- eval.py                         # 网络推理
+ |- eval.py                         # 网络评估
  |- train.py                        # 网络训练
  |- README.md
 ```

mindinsight/wizard/base/source_file.py

@@ -45,6 +45,7 @@ class SourceFile:
             fp.write(self.content)
         try:
             shutil.copymode(self.template_file_path, new_file_path)
+            os.chmod(new_file_path, stat.S_IRUSR | stat.S_IWUSR)
             self.set_writeable(new_file_path)
             if new_file_path.endswith('.sh'):
                 self.set_executable(new_file_path)

mindinsight/wizard/conf/templates/network/alexnet/scripts/run_distribute_train.sh-tpl

@@ -67,7 +67,6 @@ do
     rm -rf ./train_parallel$i
     mkdir ./train_parallel$i
     cp ../*.py ./train_parallel$i
-    cp *.sh ./train_parallel$i
     cp -r ../src ./train_parallel$i
     cd ./train_parallel$i || exit
     echo "start training for rank $RANK_ID, device $DEVICE_ID"

mindinsight/wizard/conf/templates/network/alexnet/scripts/run_distribute_train_gpu.sh-tpl

@@ -54,7 +54,6 @@ export RANK_SIZE=$DEVICE_NUM
 rm -rf ./train_parallel
 mkdir ./train_parallel
 cp ../*.py ./train_parallel
-cp *.sh ./train_parallel
 cp -r ../src ./train_parallel
 cd ./train_parallel || exit
 echo "start training"

mindinsight/wizard/conf/templates/network/alexnet/scripts/run_eval.sh-tpl

@@ -56,7 +56,6 @@ then
 fi
 mkdir ./eval
 cp ../*.py ./eval
-cp *.sh ./eval
 cp -r ../src ./eval
 cd ./eval || exit
 env > env.log

mindinsight/wizard/conf/templates/network/alexnet/scripts/run_eval_gpu.sh-tpl

@@ -57,7 +57,6 @@ then
 fi
 mkdir ./eval
 cp ../*.py ./eval
-cp *.sh ./eval
 cp -r ../src ./eval
 cd ./eval || exit
 env > env.log

mindinsight/wizard/conf/templates/network/alexnet/scripts/run_standalone_train.sh-tpl

@@ -59,7 +59,6 @@ then
 fi
 mkdir ./train
 cp ../*.py ./train
-cp *.sh ./train
 cp -r ../src ./train
 cd ./train || exit
 echo "start training for device $DEVICE_ID"

mindinsight/wizard/conf/templates/network/alexnet/scripts/run_standalone_train_gpu.sh-tpl

@@ -59,7 +59,6 @@ then
 fi
 mkdir ./train
 cp ../*.py ./train
-cp *.sh ./train
 cp -r ../src ./train
 cd ./train || exit
 echo "start training"

mindinsight/wizard/conf/templates/network/alexnet/src/config.py-tpl

@@ -28,7 +28,7 @@ cfg = edict({
     'lr': 0.002,
     "momentum": 0.9,
     {% elif optimizer=='SGD' %}
-    'lr': 0.1,
+    'lr': 0.01,
     {% else %}
     'lr': 0.001,
     {% endif %}

mindinsight/wizard/conf/templates/network/lenet/scripts/run_distribute_train.sh-tpl

@@ -68,7 +68,6 @@ do
     rm -rf ./train_parallel$i
     mkdir ./train_parallel$i
     cp ../*.py ./train_parallel$i
-    cp *.sh ./train_parallel$i
     cp -r ../src ./train_parallel$i
     cd ./train_parallel$i || exit
     echo "start training for rank $RANK_ID, device $DEVICE_ID"

mindinsight/wizard/conf/templates/network/lenet/scripts/run_distribute_train_gpu.sh-tpl

@@ -53,7 +53,6 @@ export RANK_SIZE=$DEVICE_NUM
 rm -rf ./train_parallel
 mkdir ./train_parallel
 cp ../*.py ./train_parallel
-cp *.sh ./train_parallel
 cp -r ../src ./train_parallel
 cd ./train_parallel || exit
 

mindinsight/wizard/conf/templates/network/lenet/scripts/run_eval.sh-tpl

@@ -56,7 +56,6 @@ then
 fi
 mkdir ./eval
 cp ../*.py ./eval
-cp *.sh ./eval
 cp -r ../src ./eval
 cd ./eval || exit
 env > env.log

mindinsight/wizard/conf/templates/network/lenet/scripts/run_eval_gpu.sh-tpl

@@ -57,7 +57,6 @@ then
 fi
 mkdir ./eval
 cp ../*.py ./eval
-cp *.sh ./eval
 cp -r ../src ./eval
 cd ./eval || exit
 env > env.log

mindinsight/wizard/conf/templates/network/lenet/scripts/run_standalone_train.sh-tpl

@@ -60,7 +60,6 @@ then
 fi
 mkdir ./train
 cp ../*.py ./train
-cp *.sh ./train
 cp -r ../src ./train
 cd ./train || exit
 echo "start training for device $DEVICE_ID"

mindinsight/wizard/conf/templates/network/lenet/scripts/run_standalone_train_gpu.sh-tpl

@@ -61,7 +61,6 @@ then
 fi
 mkdir ./train
 cp ../*.py ./train
-cp *.sh ./train
 cp -r ../src ./train
 cd ./train || exit
 

mindinsight/wizard/conf/templates/network/lenet/src/config.py-tpl

@@ -23,7 +23,7 @@ cfg = edict({
     'lr': 0.01,
     "momentum": 0.9,
     {% elif optimizer=='SGD' %}
-    'lr': 0.1,
+    'lr': 0.01,
     {% else %}
     'lr': 0.001,
     {% endif %}

mindinsight/wizard/conf/templates/network/resnet50/scripts/run_distribute_train.sh-tpl

@@ -67,7 +67,6 @@ do
     rm -rf ./train_parallel$i
     mkdir ./train_parallel$i
     cp ../*.py ./train_parallel$i
-    cp *.sh ./train_parallel$i
     cp -r ../src ./train_parallel$i
     cd ./train_parallel$i || exit
     echo "start training for rank $RANK_ID, device $DEVICE_ID"

mindinsight/wizard/conf/templates/network/resnet50/scripts/run_distribute_train_gpu.sh-tpl

@@ -54,7 +54,6 @@ export RANK_SIZE=$DEVICE_NUM
 rm -rf ./train_parallel
 mkdir ./train_parallel
 cp ../*.py ./train_parallel
-cp *.sh ./train_parallel
 cp -r ../src ./train_parallel
 cd ./train_parallel || exit
 

mindinsight/wizard/conf/templates/network/resnet50/scripts/run_eval.sh-tpl

@@ -56,7 +56,6 @@ then
 fi
 mkdir ./eval
 cp ../*.py ./eval
-cp *.sh ./eval
 cp -r ../src ./eval
 cd ./eval || exit
 env > env.log

mindinsight/wizard/conf/templates/network/resnet50/scripts/run_eval_gpu.sh-tpl

@@ -57,7 +57,6 @@ then
 fi
 mkdir ./eval
 cp ../*.py ./eval
-cp *.sh ./eval
 cp -r ../src ./eval
 cd ./eval || exit
 env > env.log

mindinsight/wizard/conf/templates/network/resnet50/scripts/run_standalone_train.sh-tpl

@@ -59,7 +59,6 @@ then
 fi
 mkdir ./train
 cp ../*.py ./train
-cp *.sh ./train
 cp -r ../src ./train
 cd ./train || exit
 echo "start training for device $DEVICE_ID"

mindinsight/wizard/conf/templates/network/resnet50/scripts/run_standalone_train_gpu.sh-tpl

@@ -59,7 +59,6 @@ then
 fi
 mkdir ./train
 cp ../*.py ./train
-cp *.sh ./train
 cp -r ../src ./train
 cd ./train || exit
 echo "start training"

mindinsight/wizard/conf/templates/network/resnet50/src/config.py-tpl

@@ -30,7 +30,7 @@ cfg = ed({
     "momentum": 0.9,
     "lr": 0.01,
     {% elif optimizer=='SGD' %}
-    'lr': 0.1,
+    'lr': 0.01,
     {% else %}
     'lr': 0.001,
     {% endif %}

mindinsight/wizard/create_project.py

@@ -91,6 +91,7 @@ class CreateProject(BaseCommand):
             if not choice:
                 click.secho(textwrap.dedent("Network is required."), fg='red')
 
+        click.secho(textwrap.dedent("Your choice is %s." % network_type_choices[choice - 1]), fg='yellow')
         return network_type_choices[choice - 1]
 
     @staticmethod