cuda downgrade 11.7

README.md

@@ -3,139 +3,24 @@
 A [simple] [general-purpose] Python template 🐍🚀🎉🦕
 
 
-I used this template for [fesenjoon](https://pypi.org/project/fesenjoon/) and [medviz](https://pypi.org/project/medviz/).
-
-## How to use
-
-- Linux and Mac
-  Use GCC Makefile
-
-- Install Makefile
-
-  https://community.chocolatey.org/packages/make
-
-  http://www.cygwin.com/
-
-### Bootstrap
-
-To use env in another directory:
-
-``` bash
-    make env
-```
-
-There is no need to active virtual environment when the `PY` command is used from Makefile.
-
-To use env here (local directory)
-
-``` bash
-    make env-local
-```
-
-``` bash
-    source env_platform_ver/bin/activate
-```
-
-Set a name for the package:
-
-```bash
-    make init newName
-```
-
-Check Python and pip version
-
-``` bash
-    make
-```
-
-Update pip and build tools
-
-``` bash
-    make check
-```
-
-Install the requirements
-
-``` bash
-    make pireq
-```
-
-### Install a package
-
-``` bash
-    make piu numpy matplotlib scipy
-```
-
-## Features
-
-- Linter: Pylint
-- Formatter: Black
-- CI: GitHub Actions
-
-### ToDo
-
-- [x] Formatter: Black + isort
-- [x] Type checker: MyPy
-- [x] Linter: Ruff
-- [x] Linter: Pylint
-- [x] GitHub Actions
-- [x] Git Hooks
-- [x] PyPI Publish
-- [x] Flit
-- [x] Poetry
-- [x] Ruff 
-
-### Git
-
-Git hooks are available in ./scripts/.githooks
-
-``` bash
-    chmod +x ./scripts/.githooks/script
-
-    git config core.hooksPath ./scripts/.githooks
-
-```
-
-
-## Publish to PyPI
-
-
-1. To build a package, run:
-``` bash
-    make pkg-build
-```
-
-2. To check the build, run:
-``` bash
-    make pkg-check
-```
-
-3. To install the package locally, run: 
-``` bash
-    make pkg-install
-```
-
-4. Create `.pypirc` file in the root directory of the project. It should look like this:
-
-``` bash
-    [distutils]
-    index-servers =
-        pypi
-        testpypi
-
-    [pypi]
-    repository: https://upload.pypi.org/legacy/
-    username: <your username>
-    password: <your password>
-
-    [testpypi]
-    repository: https://test.pypi.org/legacy/
-    username: <your username>
-    password: <your password>
-```
-
-4. To publish to PyPI, run:
-
-``` bash
-    make pkg-publish
-```
+## Run on HPC
+
+1. Clone the repository
+    ```bash
+    git clone [email protected]:mohsenhariri/template-python.git
+    chmod -R u=rwx,go= template-python
+    cd template-python
+    ```
+
+2. Run the initialization script 
+    ```bash
+    chmod +x hpc.init
+    source hpc.init
+    ```
+
+3. Modify or add commands to `hpc.make` file
+
+4. Run the `hpc.make` file
+    ```bash
+    make newCommand
+    ```

hpc.init

@@ -5,8 +5,9 @@
 echo "Job ID: $SLURM_JOB_ID"
 
 module purge
-module load Python/3.11.3-GCCcore-12.3.0
-module load CUDA/12.0.0
+
+module load Python/3.10.4-GCCcore-11.3.0
+module load cuDNN/8.4.1.50-CUDA-11.7.0
 
 DIRNAME="$(basename "$(pwd)")"
 
@@ -17,7 +18,12 @@ make switch-env hpc
 make env-local
 make test
 make check
-make pia
 
+# install all dependencies available in requirements.txt
+make pia
 # Run Makefile targets
-make run
+make run
+
+# install pytorch
+# make piu install torch torchvision --index-url https://download.pytorch.org/whl/cu117
+make gpu-test

hpc.make

@@ -1,2 +1,5 @@
 run:
-		$(PY) $(SRC)/app.py
+		$(PY) $(SRC)/app.py
+
+gpu-test:
+		$(PY) $(SRC)/gpu.py

pkg/app.py

@@ -1,4 +1,4 @@
 """
 DocString
 """
-print("main")
+print("Running on HPC")

pkg/gpu.py

@@ -0,0 +1,6 @@
+import torch
+
+device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
+
+print(f"Using {device} device")
+print(f"Using {torch.cuda.device_count()} GPUs!")