chmod u+x MNIST_train.py

RESTORE=false LEARNING_RATE=0.1 LAMBDA=0.0 DUMP_FILE="dumps/lambda_0.h5" TOTAL_STEPS=16000 ./MNIST_train.py
RESTORE=true LEARNING_RATE=0.01 LAMBDA=0.0 DUMP_FILE="dumps/lambda_0.h5" TOTAL_STEPS=8000 ./MNIST_train.py
RESTORE=true LEARNING_RATE=0.001 LAMBDA=0.0 DUMP_FILE="dumps/lambda_0.h5" TOTAL_STEPS=4000 ./MNIST_train.py

RESTORE=false LEARNING_RATE=0.1 LAMBDA=0.0 DUMP_FILE="dumps/pre_train_lambda_0.01.h5" TOTAL_STEPS=16000 ./MNIST_train.py
RESTORE=true LEARNING_RATE=0.01 LAMBDA=0.01 DUMP_FILE="dumps/pre_train_lambda_0.01.h5" TOTAL_STEPS=8000 ./MNIST_train.py
RESTORE=true LEARNING_RATE=0.001 LAMBDA=0.01 DUMP_FILE="dumps/pre_train_lambda_0.01.h5" TOTAL_STEPS=4000 ./MNIST_train.py

# RESTORE=false LEARNING_RATE=0.1 LAMBDA=3 DUMP_FILE="dumps/lambda_3.h5" TOTAL_STEPS=16000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.01 LAMBDA=3 DUMP_FILE="dumps/lambda_3.h5" TOTAL_STEPS=8000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.001 LAMBDA=3 DUMP_FILE="dumps/lambda_3.h5" TOTAL_STEPS=4000 ./MNIST_train.py

# RESTORE=false LEARNING_RATE=0.1 LAMBDA=1 DUMP_FILE="dumps/lambda_1.h5" TOTAL_STEPS=16000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.01 LAMBDA=1 DUMP_FILE="dumps/lambda_1.h5" TOTAL_STEPS=8000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.001 LAMBDA=1 DUMP_FILE="dumps/lambda_1.h5" TOTAL_STEPS=4000 ./MNIST_train.py

# RESTORE=false LEARNING_RATE=0.1 LAMBDA=0.1 DUMP_FILE="dumps/lambda_0.1.h5" TOTAL_STEPS=16000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.01 LAMBDA=0.1 DUMP_FILE="dumps/lambda_0.1.h5" TOTAL_STEPS=8000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.001 LAMBDA=0.1 DUMP_FILE="dumps/lambda_0.1.h5" TOTAL_STEPS=4000 ./MNIST_train.py

# RESTORE=false LEARNING_RATE=0.1 LAMBDA=0.01 DUMP_FILE="dumps/lambda_0.01.h5" TOTAL_STEPS=16000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.01 LAMBDA=0.01 DUMP_FILE="dumps/lambda_0.01.h5" TOTAL_STEPS=8000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.001 LAMBDA=0.01 DUMP_FILE="dumps/lambda_0.01.h5" TOTAL_STEPS=4000 ./MNIST_train.py

# RESTORE=false LEARNING_RATE=0.1 LAMBDA=0.001 DUMP_FILE="dumps/lambda_0.001.h5" TOTAL_STEPS=16000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.01 LAMBDA=0.001 DUMP_FILE="dumps/lambda_0.001.h5" TOTAL_STEPS=8000 ./MNIST_train.py
# RESTORE=true LEARNING_RATE=0.001 LAMBDA=0.001 DUMP_FILE="dumps/lambda_0.001.h5" TOTAL_STEPS=4000 ./MNIST_train.py
