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machine-learning
AMBS
Commits
106b54be
Commit
106b54be
authored
5 years ago
by
Bing Gong
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Fix training issue
parent
d73795fa
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3 changed files
HPC_scripts/train_era5.sh
+3
-3
3 additions, 3 deletions
HPC_scripts/train_era5.sh
env_setup/requirements.txt
+0
-1
0 additions, 1 deletion
env_setup/requirements.txt
scripts/generate_transfer_learning_finetune.py
+13
-0
13 additions, 0 deletions
scripts/generate_transfer_learning_finetune.py
with
16 additions
and
4 deletions
HPC_scripts/train_era5.sh
+
3
−
3
View file @
106b54be
...
@@ -6,9 +6,9 @@
...
@@ -6,9 +6,9 @@
#SBATCH --cpus-per-task=1
#SBATCH --cpus-per-task=1
#SBATCH --output=train_era5-out.%j
#SBATCH --output=train_era5-out.%j
#SBATCH --error=train_era5-err.%j
#SBATCH --error=train_era5-err.%j
#SBATCH --time=
23
:20:00
#SBATCH --time=
00
:20:00
#SBATCH --gres=gpu:1
#SBATCH --gres=gpu:1
#SBATCH --partition=gpus
#SBATCH --partition=
devel
gpus
#SBATCH --mail-type=ALL
#SBATCH --mail-type=ALL
#SBATCH --mail-user=b.gong@fz-juelich.de
#SBATCH --mail-user=b.gong@fz-juelich.de
##jutil env activate -p cjjsc42
##jutil env activate -p cjjsc42
...
@@ -24,5 +24,5 @@ module load cuDNN/7.5.1.10-CUDA-10.1.105
...
@@ -24,5 +24,5 @@ module load cuDNN/7.5.1.10-CUDA-10.1.105
#srun python scripts/train.py --input_dir data/kth --dataset kth --model savp --model_hparams_dict hparams/kth/ours_savp/model_hparams.json --output_dir logs/kth/ours_savp
#srun python scripts/train.py --input_dir data/kth --dataset kth --model savp --model_hparams_dict hparams/kth/ours_savp/model_hparams.json --output_dir logs/kth/ours_savp
srun python ../scripts/train_v2.py
--input_dir
../data/era5_size_64_64_3_3t_norm
--dataset
era5
--model
savp
--model_hparams_dict
hparams/kth/ours_savp/model_hparams.json
--output_dir
../logs/era5_size_64_64_3_3t_norm/ours_savp
srun python ../scripts/train_v2.py
--input_dir
../data/era5_size_64_64_3_3t_norm
--dataset
era5
--model
savp
--model_hparams_dict
../
hparams/kth/ours_savp/model_hparams.json
--output_dir
../logs/era5_size_64_64_3_3t_norm/ours_savp
#srun python scripts/train.py --input_dir data/era5 --dataset era5 --model savp --model_hparams_dict hparams/kth/ours_savp/model_hparams.json --output_dir logs/era5/ours_savp
#srun python scripts/train.py --input_dir data/era5 --dataset era5 --model savp --model_hparams_dict hparams/kth/ours_savp/model_hparams.json --output_dir logs/era5/ours_savp
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env_setup/requirements.txt
+
0
−
1
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106b54be
...
@@ -2,4 +2,3 @@ opencv-python
...
@@ -2,4 +2,3 @@ opencv-python
scipy
scipy
scikit-image
scikit-image
pandas
pandas
netCDF4
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scripts/generate_transfer_learning_finetune.py
+
13
−
0
View file @
106b54be
...
@@ -4,17 +4,30 @@ from __future__ import print_function
...
@@ -4,17 +4,30 @@ from __future__ import print_function
import
argparse
import
argparse
import
errno
import
errno
import
json
import
os
import
os
import
math
import
math
import
random
import
cv2
import
numpy
as
np
import
tensorflow
as
tf
import
tensorflow
as
tf
import
pickle
from
random
import
seed
import
random
import
random
import
json
import
json
import
numpy
as
np
import
numpy
as
np
#from six.moves import cPickle
import
matplotlib
import
matplotlib
matplotlib
.
use
(
'
Agg
'
)
matplotlib
.
use
(
'
Agg
'
)
import
matplotlib.pyplot
as
plt
import
matplotlib.pyplot
as
plt
import
matplotlib.gridspec
as
gridspec
import
matplotlib.gridspec
as
gridspec
import
matplotlib.animation
as
animation
import
pandas
as
pd
import
re
from
video_prediction
import
datasets
,
models
from
video_prediction
import
datasets
,
models
from
matplotlib.colors
import
LinearSegmentedColormap
#from matplotlib.ticker import MaxNLocator
#from video_prediction.utils.ffmpeg_gif import save_gif
from
skimage.metrics
import
structural_similarity
as
ssim
from
skimage.metrics
import
structural_similarity
as
ssim
import
pickle
import
pickle
...
...
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