OCI runtime create failed: container_linux.go:367: starting container process caused: process_linux.

原创

是念 2022-08-11 17:14:15 博主文章分类：python ©著作权

文章标签 docker java linux github 文章分类 代码人生

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今天在运行github开源项目https://github.com/ALFA-group/adversarial-code-generation 的时候，需要用到docker，出现了下面的错误：

DBG]: Successfully built 11fdaa729f56
[DBG]: Successfully tagged root/averloc--extract-adv-dataset-tokens:698e728b59b6ce397059a3a7f4516414ff64a4ec
[DBG]:   + Image built!
docker: Error response from daemon: OCI runtime create failed: container_linux.go:367: starting container process caused: process_linux.go:495: container init caused: Running hook #0:: error running hook: exit status 1, stdout: , stderr: nvidia-container-cli: device error: 1: unknown device: unknown.
Makefile:884: recipe for target 'extract-adv-dataset-tokens' failed
make: *** [extract-adv-dataset-tokens] Error 125
Command exited with non-zero status 2

我的运行的命令是：

 sudo ./experiments/run_attack_1.sh

解决方法

因为我只有一块1080Ti 显卡，但是实验的默认配置GPU 是第2块，所以把gpu的配置，从1变成0就行了：
后面带着参数，把第一个参数从1变成0就行了。

# provide arguments in this order
# 1. GPU 
# 2. attack_version
# 3. n_alt_iters
# 4. z_optim
# 5. z_init
# 6. z_epsilon
# 7. u_optim
# 8. u_pgd_epochs (v2) / pgd_epochs (v3)
# 9. u_accumulate_best_replacements
# 10. u_rand_update_pgd
# 11. use_loss_smoothing
# 12. short_name
# 13. src_field
# 14. u_learning_rate (v3)
# 15. z_learning_rate (v3)
# 16. smoothing_param (v3)
# 17. dataset (sri/py150 or c2s/java-small)
# 18. vocab_to_use
# 19. model_in
# 20. number of replacement tokens
# 21. exact_matches (1 or 0)

DATASET_NAME="sri/py150"
DATASET_NAME_SMALL="py150"
# DATASET_NAME="c2s/java-small"
# DATASET_NAME_SMALL="javasmall"
TRANSFORM_NAME="transforms.Combined"
MODEL_NAME="final-models/seq2seq/$DATASET_NAME/normal"
NUM_REPLACE=1500

#./experiments/attack_and_test_seq2seq.sh 1 3 0 true 1 1 true 1 false false false v3-1-1site-1iter-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 1.0 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE

#./experiments/attack_and_test_seq2seq.sh 1 3 0 true 1 1 true 1 false false true v3-2-1site-1iter-smooth rename var-param 0.5 0.5 1.0 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE

############## without smoothing ############
#./experiments/attack_and_test_seq2seq.sh 1 3 0 true 1 1 true 1 false false false v3-1-1site-1iter-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 1.0 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE

#./experiments/attack_and_test_seq2seq.sh 1 3 0 true 1 1 true 1 false false true v3-2-1site-1iter-smooth rename var-param 0.5 0.5 1.0 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE

############## without smoothing ############
# 1 site
./experiments/attack_and_test_seq2seq.sh 0 3 0 true 1 1 true 1 false false false v3-1-z_o_1-pgd_1_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

./experiments/attack_and_test_seq2seq.sh 0 3 0 true 1 1 true 3 false false false v3-2-z_o_1-pgd_3_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

./experiments/attack_and_test_seq2seq.sh 0 3 0 true 1 1 true 10 false false false v3-3-z_o_1-pgd_10_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

./experiments/attack_and_test_seq2seq.sh 0 3 0 true 1 1 true 20 false false false v3-4-z_o_1-pgd_20_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

# 5 sites
./experiments/attack_and_test_seq2seq.sh 0 3 0 true 1 5 true 1 false false false v3-5-z_o_5-pgd_1_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

./experiments/attack_and_test_seq2seq.sh 0 3 0 true 1 5 true 3 false false false v3-6-z_o_5-pgd_3_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

./experiments/attack_and_test_seq2seq.sh 0 3 0 true 1 5 true 10 false false false v3-7-z_o_5-pgd_10_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

./experiments/attack_and_test_seq2seq.sh 0 3 0 true 1 5 true 20 false false false v3-8-z_o_5-pgd_20_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

# 10 sites

#./experiments/attack_and_test_seq2seq.sh 1 3 0 true 1 10 true 10 false false false v3-9-z_o_10-pgd_10_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

# 20 sites

#./experiments/attack_and_test_seq2seq.sh 1 3 0 true 1 20 true 10 false false false v3-91-z_o_20-pgd_10_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1

# all sites

./experiments/attack_and_test_seq2seq.sh 0 3 0 true 1 0 true 10 false false false v3-92-z_o_all-pgd_10_no-$TRANSFORM_NAME-$DATASET_NAME_SMALL $TRANSFORM_NAME 0.5 0.5 0.01 $DATASET_NAME 1 $MODEL_NAME $NUM_REPLACE 1