(붙임)(공고문)_2020년_인공지능_그랜드_챌린지_대회공고_수정공고.pdf
인공지능_그랜드_챌린지_4차대회_1단계_세부_문제정의서_r200724f(clean_ver).pdf
test (projects/1647946)
1 (projects/1647959)
2 (projects/1647962)
3 (projects/1647966)
4 (projects/1648022)
5 (projects/1648024)
nsml 코드실행 방법
nsml run -d tr-3 -g 1 --memory 12G -e main.py -a "--mode test"
nsml model ls [SESSION]
nsml submit [SESSION] [CHECKPOINT]
서브밋 경과
C:\\Users\\HP\\round-1\\iitp_trash>nsml run -d tr-3 -g 1 --memory 12G -e main.py -a "--mode test"
time="2020/07/29 13:08:07.417" level=info msg=".nsmlignore check - start"
time="2020/07/29 13:08:07.440" level=info msg=".nsmlignore check - done"
time="2020/07/29 13:08:07.485" level=info msg="file integrity check - start"
time="2020/07/29 13:08:07.503" level=info msg="file integrity check - done"
time="2020/07/29 13:08:07.516" level=info msg="README.md 363 B - start"
time="2020/07/29 13:08:07.538" level=info msg="README.md 363 B - done (1/6 16.67%) (363 B/11 KiB 3.23%)"
time="2020/07/29 13:08:07.548" level=info msg="data_loader.py 1.7 KiB - start"
time="2020/07/29 13:08:07.588" level=info msg="data_loader.py 1.7 KiB - done (2/6 33.33%) (2.1 KiB/11 KiB 18.99%)"
time="2020/07/29 13:08:07.599" level=info msg="data_local_loader.py 1.7 KiB - start"
time="2020/07/29 13:08:07.623" level=info msg="data_local_loader.py 1.7 KiB - done (3/6 50.00%) (3.8 KiB/11 KiB 34.14%)"
time="2020/07/29 13:08:07.635" level=info msg="evaluation.py 1.5 KiB - start"
time="2020/07/29 13:08:07.654" level=info msg="evaluation.py 1.5 KiB - done (4/6 66.67%) (5.2 KiB/11 KiB 47.40%)"
time="2020/07/29 13:08:07.664" level=info msg="main.py 5.5 KiB - start"
time="2020/07/29 13:08:07.691" level=info msg="main.py 5.5 KiB - done (5/6 83.33%) (11 KiB/11 KiB 97.84%)"
time="2020/07/29 13:08:07.698" level=info msg="setup.py 243 B - start"
time="2020/07/29 13:08:07.711" level=info msg="setup.py 243 B - done (6/6 100.00%) (11 KiB/11 KiB 100.00%)"
......
Building docker image. It may take a while
.........
Session t0128/tr-3/67 is started
C:\\Users\\HP\\round-1\\iitp_trash>nsml model ls t0128/tr-3/67
Checkpoint Last Modified Elapsed Summary Size
------------ --------------- --------- ----------------- --------
checkpoint 3 minutes ago 0.000 number_of_files=1 42.71 MB
C:\\Users\\HP\\round-1\\iitp_trash>nsml submit t0128/tr-3/67 checkpoint
.......
Building docker image. It may take a while
.........load nsml model takes 1.0679669380187988 seconds
.Infer test set. The inference should be completed within 3600 seconds.
.Infer test set takes 1418.4363369941711 seconds
...
Score: 0.04758988220115158
Done
fast.ai의 ResNet50 결과를 pytorch로 변환한 결과를 제출 (iitp_3)
Session t0128/tr-3/87 is started
C:\\Users\\HP\\round-1\\iitp_trash_3>nsml model ls t0128/tr-3/87
Checkpoint Last Modified Elapsed Summary Size
------------ --------------- --------- ----------------- --------
checkpoint just now 0.000 number_of_files=1 98.02 MB
C:\\Users\\HP\\round-1\\iitp_trash_3>nsml submit t0128/tr-3/87 checkpoint
...Warning: Your session has a total size of over 10 MB You may want to add unnecessary files and directories to the ignore list (e.g. the .git directory)
....
Building docker image. It may take a while
...........load nsml model takes 1.1316099166870117 seconds
.Infer test set. The inference should be completed within 3600 seconds.
.Infer test set takes 794.3974215984344 seconds
...
Score: 0.36682680791718847
Done
결과는 13등 (5등 상승)
목요일 김수이 팀원의 학습모델을 제출하기 시작함
현재 스코어 최고는 9위 (0.58 점)
금요일 : 김앤장에 밀림. 10위
최종 순위 10위 (아쉽게 중위권으로 마무리)