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Commit 149cb231 authored by Bing Gong's avatar Bing Gong
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upate readme

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...@@ -14,7 +14,7 @@ This project need to work with [Workflow_parallel_frame_prediction project](http ...@@ -14,7 +14,7 @@ This project need to work with [Workflow_parallel_frame_prediction project](http
```bash ```bash
git clone -b master https://gitlab.version.fz-juelich.de/gong1/video_prediction_savp.git git clone -b master https://gitlab.version.fz-juelich.de/gong1/video_prediction_savp.git
git clone -b master https://gitlab.version.fz-juelich.de/gong1/workflow_parallel_frame_prediction.git git clone -b master https://gitlab.version.fz-juelich.de/gong1/workflow_parallel_frame_prediction.git
cd video_prediction_savp
``` ```
- Install TensorFlow >= 1.9 and dependencies from http://tensorflow.org/ - Install TensorFlow >= 1.9 and dependencies from http://tensorflow.org/
- Install other dependencies - Install other dependencies
...@@ -28,14 +28,13 @@ pip install -r requirements.txt ...@@ -28,14 +28,13 @@ pip install -r requirements.txt
- For the best speed and experimental results, we recommend using cudnn version 7.3.0.29 and any tensorflow version >= 1.9 and <= 1.12. The final training loss is worse when using cudnn versions 7.3.1.20 or 7.4.1.5, compared to when using versions 7.3.0.29 and below. - For the best speed and experimental results, we recommend using cudnn version 7.3.0.29 and any tensorflow version >= 1.9 and <= 1.12. The final training loss is worse when using cudnn versions 7.3.1.20 or 7.4.1.5, compared to when using versions 7.3.0.29 and below.
- Add the directories lpips-tensorflow and hickle (get from [Workflow project](https://gitlab.version.fz-juelich.de/gong1/workflow_parallel_frame_prediction) to the `PATHONPATH `, e.g export PYTHONPATH=path/to/lpips-tensorflow - Add the directories lpips-tensorflow and hickle (get from [Workflow project](https://gitlab.version.fz-juelich.de/gong1/workflow_parallel_frame_prediction) to the `PATHONPATH `, e.g export PYTHONPATH=path/to/lpips-tensorflow
### Set-up on JUWELS ### Set-up on JUWELS
- Set up env and install packages - Set up env and install packages
```bash ```bash
./env_setup/create_env.sh <user> <env_name> cd video_prediction_savp
source <env_name>/bin/activate source env_setup/create_env.sh <dir_name> <env_name>
``` ```
## Workflow by steps ## Workflow by steps
...@@ -73,7 +72,7 @@ python3 scripts/train_v2.py --input_dir <./data/exp_name> --dataset era5 --mode ...@@ -73,7 +72,7 @@ python3 scripts/train_v2.py --input_dir <./data/exp_name> --dataset era5 --mode
Example Example
```python ```python
python3 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 python3 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_64_64_3_3t_norm/end_to_end
``` ```
### Postprocessing ### Postprocessing
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