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Evaluation about compressai HOT 3 CLOSED

interdigitalinc avatar interdigitalinc commented on August 22, 2024
Evaluation

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Comments (3)

jbegaint avatar jbegaint commented on August 22, 2024

Hi @OzanKara41, I've just updated the example training script to allow training of the predefined models.
You should be able to train the bmshj2018-factorized architecture now.

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OzanKara41 avatar OzanKara41 commented on August 22, 2024

I'll use this code again, right?
python3 examples/train.py -d /path/to/my/image/dataset/ --epochs 300 -lr 1e-4 --batch-size 16 --cuda --save
After the train, a checkpoint will be created than i'll use this evalutation code below
python3 -m compressai.utils.eval_model checkpoint /path/to/images/folder/ -a bmshj2018-factorized -p checkpoint.pth.tar
Can u check it ? Thank you for quick reply.

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jbegaint avatar jbegaint commented on August 22, 2024

yes that looks right!

You can set CUDA_VISIBLE_DEVICES to control the number of gpu devices available. Also the --num-workers option might be helpful to maximize the gpu usage.

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