| WANDB_MODE=online CUDA_VISIBLE_DEVICES=4 python src/imagenet/train_model.py \ | |
| --lr 0.0005 --epochs 300 --batch-size 256 --seed 0 --position-embeddings "learnable"\ | |
| --num-shared-experts 0 --num-routed-experts 4 --topk 4\ | |
| --wandb-project "LMC-Attention" --wandb-group "ViT-ImageNet-MoE" --wandb-entity "vinh-bui0512-hcmut"\ | |
| --save-dir /mnt/data/vinhbk/weights/imagenet --data-path /mnt/data/vinhbk/datasets/imagenet | |
| WANDB_MODE=online CUDA_VISIBLE_DEVICES=5 python src/imagenet/train_model.py \ | |
| --lr 0.0005 --epochs 300 --batch-size 256 --seed 0 --position-embeddings "rope"\ | |
| --num-shared-experts 0 --num-routed-experts 4 --topk 4\ | |
| --wandb-project "LMC-Attention" --wandb-group "ViT-ImageNet-MoE" --wandb-entity "vinh-bui0512-hcmut"\ | |
| --save-dir /mnt/data/vinhbk/weights/imagenet --data-path /mnt/data/vinhbk/datasets/imagenet | |
| WANDB_MODE=online CUDA_VISIBLE_DEVICES=3 python src/imagenet/train_model.py \ | |
| --lr 0.0005 --epochs 300 --batch-size 256 --seed 0 --position-embeddings "rope"\ | |
| --num-shared-experts 1 --num-routed-experts 0 --topk 0\ | |
| --wandb-project "LMC-Attention" --wandb-group "ViT-ImageNet-FFN" --wandb-entity "vinh-bui0512-hcmut"\ | |
| --save-dir /mnt/data/vinhbk/weights/imagenet --data-path /mnt/data/vinhbk/datasets/imagenet | |
| # WANDB_MODE=online CUDA_VISIBLE_DEVICES=2,3 python src/imagenet/train_model.py \ | |
| # --lr 0.0005 --epochs 300 --batch-size 256 \ | |
| # --seed 0 --position-embeddings "sinusoidal"\ | |
| # --wandb-project "LMC-Attention" --wandb-group "ViT-ImageNet-FFN" --wandb-entity "vinh-bui0512-hcmut"\ | |
| # --save-dir /mnt/data/vinhbk/weights/imagenet --data-path /mnt/data/vinhbk/datasets/imagenet\ | |
| # --restore-checkpoint-path /mnt/data/vinhbk/weights/imagenet/lr0.0005-sinusoidal-epochs300-batch256/last_1170936 | |
| # WANDB_MODE=online CUDA_VISIBLE_DEVICES=4,5 python src/imagenet/train_model.py \ | |
| # --lr 0.0005 --epochs 300 --batch-size 256 --seed 0 --position-embeddings "rope"\ | |
| # --wandb-project "LMC-Attention" --wandb-group "ViT-ImageNet-MoE" --wandb-entity "vinh-bui0512-hcmut"\ | |
| # --save-dir /mnt/data/vinhbk/weights/imagenet --data-path /mnt/data/vinhbk/datasets/imagenet \ | |
| # --restore-checkpoint-path /mnt/data/vinhbk/weights/imagenet/lr0.0005-rope-epochs300-batch256/last_300240 | |