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run_train.sh
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run_train.sh
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#!/bin/bash
NV_GPU=0 nvidia-docker run -t \
--user $(id -u) \
-v $(pwd):/src \
tensorflow/tensorflow:1.4.0-gpu-py3 \
sh -c \
"export PYTHONPATH=/src/ && python ../src/train.py \
--save_path ../src/results \
--train_data_path ../src/preprocessed/tom_easy_noise_13_8_11_149_86_39 \
--test_data_path ../src/preprocessed/tom_easy_noise_13_8_11_149_86_39 \
--batch_size 32 \
--q_hidden_size 16 \
--s_hidden_size 16 \
--learning_rate 0.002 \
--max_train_iters 1500 \
--iter_time 20 \
--display_step 100"
NV_GPU=1 nvidia-docker run -t \
--user $(id -u) \
-v $(pwd):/src \
tensorflow/tensorflow:1.4.0-gpu-py3 \
sh -c \
"export PYTHONPATH=/src/ && python ../src/train.py \
--save_path ../src/results \
--train_data_path ../src/preprocessed/tom_noise_47_8_11_149_86_39 \
--test_data_path ../src/preprocessed/tom_noise_47_8_11_149_86_39 \
--batch_size 32 \
--q_hidden_size 16 \
--s_hidden_size 16 \
--learning_rate 0.002 \
--max_train_iters 2500 \
--iter_time 20 \
--display_step 100"
NV_GPU=2 nvidia-docker run -t \
--user $(id -u) \
-v $(pwd):/src \
tensorflow/tensorflow:1.4.0-gpu-py3 \
sh -c \
"export PYTHONPATH=/src/ && python ../src/train.py \
--save_path ../src/results \
--train_data_path ../src/preprocessed/tom_easy_noise_at_test_14_8_11_149_86_39 \
--test_data_path ../src/preprocessed/tom_easy_noise_at_test_14_8_11_149_86_39 \
--batch_size 32 \
--q_hidden_size 16 \
--s_hidden_size 16 \
--learning_rate 0.002 \
--max_train_iters 1500 \
--iter_time 20 \
--display_step 100"
NV_GPU=2 nvidia-docker run -t \
--user $(id -u) \
-v $(pwd):/src \
tensorflow/tensorflow:1.4.0-gpu-py3 \
sh -c \
"export PYTHONPATH=/src/ && python ../src/train.py \
--save_path ../src/results \
--train_data_path ../src/preprocessed/tom_noise_at_test_40_8_11_149_86_39 \
--test_data_path ../src/preprocessed/tom_noise_at_test_40_8_11_149_86_39 \
--batch_size 32 \
--q_hidden_size 16 \
--s_hidden_size 16 \
--learning_rate 0.002 \
--max_train_iters 2500 \
--iter_time 20 \
--display_step 100"
NV_GPU=3 nvidia-docker run -t \
--user $(id -u) \
-v $(pwd):/src \
tensorflow/tensorflow:1.4.0-gpu-py3 \
sh -c \
"export PYTHONPATH=/src/ && python ../src/train.py \
--save_path ../src/results \
--train_data_path ../src/preprocessed/tom_easy_no_noise_8_8_11_149_86_39 \
--test_data_path ../src/preprocessed/tom_easy_no_noise_8_8_11_149_86_39 \
--batch_size 32 \
--q_hidden_size 16 \
--s_hidden_size 16 \
--learning_rate 0.002 \
--max_train_iters 1500 \
--iter_time 20 \
--display_step 100"
NV_GPU=3 nvidia-docker run -t \
--user $(id -u) \
-v $(pwd):/src \
tensorflow/tensorflow:1.4.0-gpu-py3 \
sh -c \
"export PYTHONPATH=/src/ && python ../src/train.py \
--save_path ../src/results \
--train_data_path ../src/preprocessed/tom_no_noise_40_8_11_149_86_39 \
--test_data_path ../src/preprocessed/tom_no_noise_40_8_11_149_86_39 \
--batch_size 32 \
--q_hidden_size 16 \
--s_hidden_size 16 \
--learning_rate 0.002 \
--max_train_iters 2500 \
--iter_time 20 \
--display_step 100"