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Merge pull request #559 from rdwrt/master

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update cnn_classify tutorial
This commit is contained in:
Dmitry Petrov
2018-03-17 01:31:26 -07:00
committed by GitHub
parent c5d5cb4043 930b922a36
commit 3be58a8059
1 changed files with 10 additions and 10 deletions
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docs/tutorial/cnn_classify.sh
+10 -10
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@@ -44,8 +44,8 @@ git add data/.gitignore train.dvc
git commit -m 'Unzip files'
mkdir code
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/common/process_files.py
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/common/conf.py
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/process_files.py
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/conf.py
dvc run -d code/process_files.py -d data/train -o data/cats_and_dogs_small -f process.dvc python code/process_files.py
git status
#On branch master
@@ -68,7 +68,7 @@ echo '*.pyc' >> code/.gitignore
git add .
git commit -m 'Process raw data'
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/first-cnn/model.py
wget -O code/model.py https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/model_first_cnn.py
dvc run -d code/model.py -d code/conf.py -d data/cats_and_dogs_small -o data/model.h5 -o data/history.p python code/model.py
git status
@@ -90,7 +90,7 @@ git status
git add .
git commit -m 'First model'
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/common/plot.py
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/plot.py
dvc run -d code/conf.py -d code/plot.py -d data/history.p -o data/plot_loss.jpeg -o data/plot_acc.jpeg python code/plot.py
dvc run -d data/plot_loss.jpeg
@@ -120,7 +120,7 @@ git tag -a v0.1-first-cnn -m 'First CNN model'
############################################ v2
rm code/model.py
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/augm-cnn/model.py
wget -O code/model.py https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/model_augm.py
# Actual changes: augmentation, Dropout=0.5, batch_size=20-->32, epochs=30-->100
dvc repro
@@ -146,7 +146,7 @@ git tag -a v0.2-augm-cnn -m 'CNN model with augmentation'
git checkout v0.1-first-cnn -b pre_trained
dvc checkout
rm code/model.py
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/vgg16_base/model.py
wget -O code/model.py https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/model_vgg16_base.py
dvc repro
git status
@@ -164,7 +164,7 @@ git status
git add .
git commit -m 'Pretrained VGG16'
git tag -a v0.3-vgg16_base -, 'Pretrained VGG16 tag'
git tag -a v0.3-vgg16_base -m 'Pretrained VGG16 tag'
############################################### v4
@@ -172,7 +172,7 @@ git tag -a v0.3-vgg16_base -, 'Pretrained VGG16 tag'
git checkout v0.2-augm-cnn -b vgg16_augm
dvc checkout
rm code/model.py
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/vgg16_augm/model.py
wget -O code/model.py https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/model_vgg16_augm.py
dvc repro
git status
@@ -195,7 +195,7 @@ git tag -a v0.4-vgg16_augm -m 'VGG16 with augm tag'
################################################# v5
rm code/model.py
wget -P code https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/vgg_augm_fine/model.py
wget -O code/model.py https://s3-us-west-2.amazonaws.com/dvc-share/tutorial_cnn_code/model_vgg16_augm_fine.py
dvc repro
git status
#On branch vgg16_augm
@@ -223,5 +223,5 @@ git push -u origin master --tags
git push -u origin pre_trained
git push -u origin vgg16_augm
dvc cache push
dvc push