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machine-learning
AMBS
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a1233145
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a1233145
authored
5 years ago
by
Bing Gong
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@@ -34,8 +34,8 @@ pip install -r requirements.txt
- Set up env and install packages
```bash
cd
env_setup
./create_env.sh <USER_FOLDER>
./
env_setup
/create_env.sh <user> <env_name>
source <env_name>/bin/activate
```
## Workflow by steps
...
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@@ -68,24 +68,25 @@ python video_prediction/datasets/era5_dataset_v2.py /p/scratch/deepacf/bing/prep
### Trarining
```python
python scripts/train_v2.py --input_dir <./data/exp_name> --dataset era5 --model <savp> --model_hparams_dict hparams/kth/ours_savp/model_hparams.json --output_dir <./logs/{exp_name}/{mode}/>
python
3
scripts/train_v2.py --input_dir <./data/exp_name> --dataset era5 --model <savp> --model_hparams_dict hparams/kth/ours_savp/model_hparams.json --output_dir <./logs/{exp_name}/{mode}/>
```
Example
```python
python scripts/train_v2.py --input_dir ./data/era5_64_64_3_3t_norm --dataset era5 --model savp --model_hparams_dict hparams/kth/ours_savp/model_hparams.json --output_dir logs/era5_64_64_3_3t_norm/end_to_end
python
3
scripts/train_v2.py --input_dir ./data/era5_64_64_3_3t_norm --dataset era5 --model savp --model_hparams_dict hparams/kth/ours_savp/model_hparams.json --output_dir logs/era5_64_64_3_3t_norm/end_to_end
```
### Postprocessing
Generating prediction frames, model evaluation, and visulization
You can trained your own model from the training step , or you can copy the Bing's trained model
```python
python scripts/generate_transfer_learning_finetune.py --input_dir <./data/exp_name> --dataset_hparams sequence_length=20 --checkpoint <./logs/{exp_name}/{mode}/{model}> --mode test --results_dir <./results/{exp_name}/{mode}> --batch_size <batch_size> --dataset era5
python
3
scripts/generate_transfer_learning_finetune.py --input_dir <./data/exp_name> --dataset_hparams sequence_length=20 --checkpoint <./logs/{exp_name}/{mode}/{model}> --mode test --results_dir <./results/{exp_name}/{mode}> --batch_size <batch_size> --dataset era5
```
- example: use end_to_end training model from bing for exp_name:era5_size_64_64_3_3t_norm
```python
python3 scripts/generate_transfer_learning_finetune.py --input_dir data/era5_size_64_64_3_3t_norm --dataset_hparams sequence_length=20 --checkpoint logs/era5_size_64_64_3_3t_norm/end_to_end/ours_savp --mode test --results_dir results_test_samples/era5_size_64_64_3_3t_norm/end_to_end --batch_size 4 --dataset era5
python3 scripts/generate_transfer_learning_finetune.py --input_dir data/era5_size_64_64_3_3t_norm --dataset_hparams sequence_length=20 --checkpoint
/p/project/deepacf/deeprain/bing/video_prediction_savp/
logs/era5_size_64_64_3_3t_norm/end_to_end/ours_savp --mode test --results_dir results_test_samples/era5_size_64_64_3_3t_norm/end_to_end --batch_size 4 --dataset era5
```

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