feat: ✨ PyTorch Recognition Model Multi-GPU support #1164
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## main #1164 +/- ##
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Coverage 95.01% 95.01%
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Files 150 150
Lines 6418 6418
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aminemindee
requested changes
Mar 29, 2023
odulcy-mindee
added
type: enhancement
Closed
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Hi @odulcy-mindee thanks for the PR 👍 |
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@felixdittrich92 Hello! Yep, I'll update the README first and if possible detection task ! |
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Fix #1146
Highly inspired from:
How to use this script
wget https://github.com/mindee/doctr/releases/download/v0.3.1/toy_recogition_set-036a4d80.zip sudo apt-get update && sudo apt-get install unzip -y unzip toy_recogition_set-036a4d80.zip -d reco_set python references/recognition/train_pytorch_ddp.py crnn_mobilenet_v3_small --train_path ./reco_set --val_path ./reco_set -b 2 --epochs 10 --devices 0 1How to retrieve device id
Update 28/03/23
We created a Dataset to verify if
train_pytorch_ddp.pyis correct. Training has been launched today on two GPUs, we'll see if the modifications are correct. Hopefully, this PR will be merged tomorrow if there is no issue.