Merge branch 'master' of github.com:eelregit/map2map
Conflicts: map2map/train.py
This commit is contained in:
commit
afeefcaa9e
@ -1,4 +1,4 @@
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import os
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mport os
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import shutil
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import shutil
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import torch
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import torch
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from torch.multiprocessing import spawn
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from torch.multiprocessing import spawn
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@ -89,8 +89,8 @@ def gpu_worker(local_rank, args):
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#weight_decay=args.weight_decay
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#weight_decay=args.weight_decay
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)
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)
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#scheduler = torch.optim.lr_scheduler.ReduceLROnPlateau(optimizer)
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#scheduler = torch.optim.lr_scheduler.ReduceLROnPlateau(optimizer)
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scheduler = torch.optim.CyclicLR(optimizer, base_lr=args.lr * 1e-2,
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scheduler = torch.optim.lr_scheduler.CyclicLR(optimizer,
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max_lr=args.lr)
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base_lr=args.lr * 1e-2, max_lr=args.lr)
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if args.load_state:
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if args.load_state:
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state = torch.load(args.load_state, map_location=args.device)
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state = torch.load(args.load_state, map_location=args.device)
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@ -9,7 +9,7 @@
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#SBATCH --gres=gpu:v100-32gb:4
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#SBATCH --gres=gpu:v100-32gb:4
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#SBATCH --exclusive
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#SBATCH --exclusive
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#SBATCH --nodes=2
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#SBATCH --nodes=4
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#SBATCH --mem=0
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#SBATCH --mem=0
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#SBATCH --time=7-00:00:00
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#SBATCH --time=7-00:00:00
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@ -46,7 +46,7 @@ srun m2m.py train \
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--val-in-patterns "$data_root_dir/$in_dir/$val_dirs/$in_files" \
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--val-in-patterns "$data_root_dir/$in_dir/$val_dirs/$in_files" \
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--val-tgt-patterns "$data_root_dir/$tgt_dir/$val_dirs/$tgt_files" \
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--val-tgt-patterns "$data_root_dir/$tgt_dir/$val_dirs/$tgt_files" \
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--in-channels 3 --out-channels 3 --norms cosmology.dis --augment \
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--in-channels 3 --out-channels 3 --norms cosmology.dis --augment \
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--epochs 1024 --batches 3 --loader-workers 3 --lr 0.0002
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--epochs 1024 --batches 3 --loader-workers 3 --lr 0.001
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# --load-state checkpoint.pth
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# --load-state checkpoint.pth
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@ -9,7 +9,7 @@
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#SBATCH --gres=gpu:v100-32gb:4
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#SBATCH --gres=gpu:v100-32gb:4
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#SBATCH --exclusive
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#SBATCH --exclusive
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#SBATCH --nodes=2
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#SBATCH --nodes=4
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#SBATCH --mem=0
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#SBATCH --mem=0
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#SBATCH --time=7-00:00:00
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#SBATCH --time=7-00:00:00
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@ -46,7 +46,7 @@ srun m2m.py train \
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--val-in-patterns "$data_root_dir/$in_dir/$val_dirs/$in_files" \
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--val-in-patterns "$data_root_dir/$in_dir/$val_dirs/$in_files" \
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--val-tgt-patterns "$data_root_dir/$tgt_dir/$val_dirs/$tgt_files" \
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--val-tgt-patterns "$data_root_dir/$tgt_dir/$val_dirs/$tgt_files" \
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--in-channels 3 --out-channels 3 --norms cosmology.vel --augment \
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--in-channels 3 --out-channels 3 --norms cosmology.vel --augment \
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--epochs 1024 --batches 3 --loader-workers 3 --lr 0.0002
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--epochs 1024 --batches 3 --loader-workers 3 --lr 0.001
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# --load-state checkpoint.pth
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# --load-state checkpoint.pth
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