gokuleloop 307

Conda won't install efficientnet

I used environment.yml file and EfficientNet-pytorch as a pip package.
Reference ( https://github.com/GokulEpiphany/contests-final-code/blob/master/aicrowd-snake-species/inference/environment.yml )

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Evaluation Error but Image built successfully

@akash18014 @picekl From what I remember, we have to explicitly set only cuda version 10.0 (Can I have an example of a code which is working to make a submission on gitlab?) . Maybe downgrade cuda toolkit 10.1 to 10.0 and make sure corresponding tensorflow works with 10.0.
This is the only link which helped me downgrade (https://dmitry.ai/t/topic/33)

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Evaluation Error but Image built successfully

What specific version of tensorflow are you using?

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System confirmation for submissions

Could you please confirm the CUDA version of the K80? [Edit:] Found it in the logs, its 10.0 still. Thanks

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Evaluation Error but Image built successfully

In your aicrowd.json file, try adding “debug”: True, you will get the logs as to why the submissions are failing

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SnakeCLEF how to submit, when and how many?

Could you please confirm this? Couple of CLEF challenges end at 23:59 UTC. BirdCLEF ends at 12:00 UTC.

Thanks,
Gokul.

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Can I have an example of a code which is working to make a submission on gitlab?

@ValAn Congrats on the win

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Can I have an example of a code which is working to make a submission on gitlab?

A relevant discussion.

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Can I have an example of a code which is working to make a submission on gitlab?

Please use
conda env export --no-build > environment.yml
Also, Inference happens on a K80 (if you enable GPU). Make sure CUDA version is 10.0 and not 10.1

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Can I have an example of a code which is working to make a submission on gitlab?

Could you please clarify on the last date for the contest? On the home page it shows “2 days remaining” but Timeline mentions Jan,17,2020.

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Winner announcement + Round 3!

Wrote a blog post:

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Winner announcement + Round 3!

Thanks, @amdurso and the moderators behind aicrowd @mohanty @arjun_nemani for providing instant logs and helping with reproducing results.

Planning to put together a blog post /upload the code to GitHub and will link here.

It was a great experience participating in this challenge.

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Evaluation stuck [Edit : Evaluation took a long time]

Evaluation has not started yet then. Evaluations happen in a sequence, there are still two submissions ahead of you.You can see it here

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Evaluation stuck [Edit : Evaluation took a long time]

Mine got evaluated a while ago. What is the status of your submission? If the evaluation status is “Evaluation started/pending”, then wait a while, I guess.

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Submission Errors

@mohanty Evaluator is not picking up any of my submissions. Please look into it. Latest commit : https://gitlab.aicrowd.com/gokuleloop/snake-breed-identification/commit/c2d0dd9f55cd89796de929328b9a6e746941e774

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Submission Errors

You can use the following way to solve this issue:
verify_images(test_images_path,delete=True) # test_images_path in run.py
This will fetch you 17686 files
You will have to have some logic to generate predicitions for corrupted files
I do it this way (not the best way):

1. Use the sample submission file and replace the random given probabilities with predicted probabilities

Do test it locally. TTA takes a long time to complete (~7hrs)

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Evaluation stuck [Edit : Evaluation took a long time]

Apologies, Evaluation took a very long time. I assumed it to be stuck .

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Instructions to include non-standard packages

[Edit: This won’t work]
A suggestion (not sure if it will work):
Did you try cloning the repo and installing (before run.py is invoked in run.sh), make sure git is installed as well
For eg,
Building torchvision from source (inside run.sh):

git clone https://github.com/pytorch/vision
cd vision
python setup.py install
cd …
python3 run.py

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Evaluation stuck [Edit : Evaluation took a long time]

Hi,
Evaluation is stuck with State: Evaluation Started,
Please look into it.
@arjun_nemani @mohanty

Thanks.

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Access Logs for submission

Please provide logs for https://gitlab.aicrowd.com/gokuleloop/snake-breed-identification/issues/1 @arjun_nemani

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Access Logs for submission

Messaged you! Thanks @arjun_nemani

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Access Logs for submission

Please share logs for my issue as well. Thanks @mohanty

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Can't make a submission

@mohanty The evaluator is down since Sunday. Please look into it.

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Can't make a submission

Not sure if this might be the problem. But did you try editing aicrowd.json with your id in

“authors” : [“aicrowd-user”]

?

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Regarding evaluation metric

Thanks for the reply.

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Regarding evaluation metric

What kind of f1 score is being used for this multiclass classification? f1 micro or macro or weighted?

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From Gokul, We met at AMLD

Hi Rohit,
Apologies for not getting back earlier. Was super busy and travelling.
Email ID is: gokul@eloop.ai
I’m considering joining a couple of CVPR challenges, not sure. Will definitely let you know and we can possibly team up.

Thanks,
Gokul.

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From Gokul, We met at AMLD

Hi Rohit,
Hope you are doing great.
I have a couple of intern opportunities coming up. Could you please send across your/your friend CV

Thanks,
Gokul,
Founder,
Eloop.ai

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Interview

Any updates on this?

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Interview

Sounds good to me.I can share the details by Sunday.

Thanks

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Interview

Sounds great. I’m currently in India (IST).

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Interview

Hi,
Would love to be a part of it. Please let me know what you need.

Thanks.

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Regarding reproducing results

Done. Thanks

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Regarding reproducing results

Hi,
Please consider this as my final submission:
http://gitlab.aicrowd.com/gokuleloop/snake-breed-identification/issues/9

Feel free to go through my entire commits.

My attempts at reproducing results: https://gitlab.aicrowd.com/gokuleloop/snake-breed-identification/issues

My attempts to find the best scores: https://gitlab.aicrowd.com/gokuleloop/snake-species-identification-challenge/issues

Please consider submission-v15 as my final solution.
Has entire pipeline(Including preprocessing, species classification). With mere hours away from contest closing, I’m glad I was able to reproduce the results using evaluator. +1 for reproducible science

Thanks

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Regarding dataloader

Fixed it … Thanks

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Regarding dataloader

I’m getting similar data loader error as well. Could you please share your comments.

DataLoader worker (pid 19) is killed by signal: Bus error.

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Regarding evaluation

Hi,
Just went through the rules… Working on reproducing the results using the solver.

Thanks.

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Regarding Logs

This is the issue,
https://gitlab.aicrowd.com/gokuleloop/snake-species-identification-challenge/issues/25
I’m not able to tag you inside the issue. Only me, mohanty and aicrowd-bot are available for @ mentions

Thanks

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Regarding evaluation

Is it crucial to write the CSV to the given location,

AICROWD_PREDICTIONS_OUTPUT_PATH = os.getenv('AICROWD_PREDICTIONS_OUTPUT_PATH',False)

or we can directly submit as,
predicitions_output_path = ‘predictions-1.csv’
and
“predictions_output_path” : predictions_output_path

Could you also share the log files for https://gitlab.aicrowd.com/gokuleloop/snake-species-identification-challenge/issues/5 && https://gitlab.aicrowd.com/gokuleloop/snake-species-identification-challenge/issues/4

Thanks

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