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Commit e383a92d authored by Bing Gong's avatar Bing Gong
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update README and env_setup

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...@@ -21,6 +21,12 @@ cd Video_Prediction_SAVP ...@@ -21,6 +21,12 @@ cd Video_Prediction_SAVP
pip install -r requirements.txt pip install -r requirements.txt
``` ```
### Miscellaneous installation considerations
- In python >= 3.6, make sure to add the root directory to the PYTHONPATH`, e.g. `export PYTHONPATH=path/to/video_prediction_savp`.
- 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
### Set-up on JUWELS ### Set-up on JUWELS
- Set up env and install packages - Set up env and install packages
...@@ -30,13 +36,6 @@ cd env_setup ...@@ -30,13 +36,6 @@ cd env_setup
./create_env.sh <USER_FOLDER> ./create_env.sh <USER_FOLDER>
``` ```
### Miscellaneous installation considerations
- In python >= 3.6, make sure to add the root directory to the PYTHONPATH`, e.g. `export PYTHONPATH=path/to/video_prediction_savp`.
- 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
- You may need install packages by pip on JUWELS/JURECA, followed the installation instruction from [Workflow project](https://gitlab.version.fz-juelich.de/gong1/workflow_parallel_frame_prediction)
### Download data ### Download data
- Download the ERA5 data (.hkl) from the output of DataPreprocess in the [Workflow project](https://gitlab.version.fz-juelich.de/gong1/workflow_parallel_frame_prediction) - Download the ERA5 data (.hkl) from the output of DataPreprocess in the [Workflow project](https://gitlab.version.fz-juelich.de/gong1/workflow_parallel_frame_prediction)
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...@@ -21,5 +21,6 @@ cp -r /p/project/deepacf/deeprain/bing/hickle . ...@@ -21,5 +21,6 @@ cp -r /p/project/deepacf/deeprain/bing/hickle .
export PYTHONPATH=${ENV_DIR}/hickle/lib/python3.6/site-packages:$PYTHONPATH export PYTHONPATH=${ENV_DIR}/hickle/lib/python3.6/site-packages:$PYTHONPATH
export PYTHONPATH=${WORKING_DIR}:$PYTHONPATH export PYTHONPATH=${WORKING_DIR}:$PYTHONPATH
export PYTHONPATH=/p/home/jusers/${USER}/juwels/.local/bin:$PYTHONPATH export PYTHONPATH=/p/home/jusers/${USER}/juwels/.local/bin:$PYTHONPATH
export PYTHONPATH=${WORKING_DIR}/lpips-tensorflow:$PYTHONPATH
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