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Script to train base model on full dataset
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MODEL_NAME=xception71 | ||
python /home/manolotis/sandbox/robustness_benchmark/motionCNN/train.py \ | ||
--train-data "/home/manolotis/datasets/waymo/motion v1.0/prerender/motionCNN/training/" \ | ||
--dev-data "/home/manolotis/datasets/waymo/motion v1.0/prerender/motionCNN/validation/" \ | ||
--save /home/manolotis/sandbox/robustness_benchmark/motionCNN/trained_models/${MODEL_NAME} \ | ||
--model ${MODEL_NAME} \ | ||
--img-res 224 \ | ||
--in-channels 25 \ | ||
--time-limit 80 \ | ||
--n-traj 6 \ | ||
--lr 0.001 \ | ||
--batch-size 128 \ | ||
--n-epochs 1000 \ | ||
--n-jobs 48 \ | ||
--n-shards 16 |