MMDetection Submission

gaurav_singhal · January 20, 2022, 1:05pm

In previous rounds, we used to have a Dockerfile for installing the environment. This time I just see a couple of requirement files. Could someone please tell me how do I put CUDA, PyTorch, mmcv requirements which making a submission?

shivam · January 31, 2022, 6:30pm

Hi @gaurav_singhal,

We will be releasing a detailed example for MMDetection submission.
Meanwhile, here are the steps for making the submission on your side.

Addition to requirements.txt:

git+https://github.com/open-mmlab/mmdetection.git@v2.3.0

Example Dockerfile for MMDetection:

gist.github.com

https://gist.github.com/skbly7/80ba3d996d67c65c33aaf713e2c86934?v=1

mmdetection_dockerfile_example

# This is example dockerfile for Food Recognition Benchmark @ AIcrowd

FROM nvidia/cuda:10.1-cudnn7-runtime-ubuntu18.04

ENV DEBIAN_FRONTEND=noninteractive

# Install needed apt packages
COPY apt.txt apt.txt
RUN apt -qq update && xargs -a apt.txt apt -qq install -y --no-install-recommends \
 && rm -rf /var/cache/*

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Haik · February 10, 2022, 8:00am

Hi @shivam could you please share detailed example for MMDetection submission ?

sani · February 10, 2022, 9:38am

Yea, until now I cannot submit my mmdet json file generate from test.py, the error not that useful for me to debug

shivam · February 10, 2022, 3:14pm

Hi @sani, can you share the submission ID?

We can check out and share more details on what may have gone wrong (as well as improve error message).

sani · February 11, 2022, 1:28am

Hi, this is my sub ID, 173027
Thanks

sani · February 11, 2022, 3:30pm

@shivam not sure if you saw my message, add tag so you get the notification

shivam · February 17, 2022, 3:30am

Hi everyone,

MMdetection resources are now released. Check them out here

cc: @sani, @gaurav_singhal

gaurav_singhal · February 21, 2022, 7:45pm

Thanks, @shivam, I am now able to make the active submissions.

Mykola_Lavreniuk · February 23, 2022, 9:12am

Hi, @shivam. We have still an issue with active submission using MMDetection colab.
Could you please check the submission #174325?

Logs from gitlab:

shivam · February 23, 2022, 9:57am

Hi @Mykola_Lavreniuk,

It was happening due to the higher model file size.
We have bumped the maximum file size for the challenge and re-running your submission.

gaurav_singhal · February 23, 2022, 10:38am

Hey,

It wasn’t a problem for me. What were the size limits before and now?

shivam · February 23, 2022, 11:16am

Hi, it was up to ~2G earlier and it can be technically up to 6G now.

Mykola_Lavreniuk · February 23, 2022, 12:35pm

Thank you, very much for quick response.
We have not realize that there are some restrictions on the files sizes that are downloaded.
Thus, we try to upload not just best weights to the model, but other weights as well as a lot of redundant staff that are not necessary for submission…)