POWERSHELL INSTALL COMMAND

python -m venv c:/ZLAB201/myenv201

C:/ZLAB201/myenv201/Scripts/Activate.ps1

pip install torch==2.1.0+cu121 --index-url https://download.pytorch.org/whl/cu121

pip install numpy==1.26 pandas==2.2.3

check via python notebook:

check installed packages:

import sys
import os
import numpy

def test_environment():
    print("Testing Virtual Environment: myenv")
    print("Python Executable:", sys.executable)
    print("Python Version:", sys.version)

    # Checking if numpy is installed
    try:
        import numpy as np
        print("NumPy Version:", np.__version__)
    except ImportError:
        print("NumPy is not installed. Installing it now...")
        os.system("pip install numpy")
        import numpy as np
        print("NumPy Version after installation:", np.__version__)

if __name__ == "__main__":
    test_environment()

Output:

Testing Virtual Environment: myenv
Python Executable: c:\ZML1\myenv1\Scripts\python.exe
Python Version: 3.11.9 (tags/v3.11.9:de54cf5, Apr  2 2024, 10:12:12) [MSC v.1938 64 bit (AMD64)]
NumPy Version: 1.26.0

check CUDA:

import torch
print("Torch Version:", torch.__version__)
print("CUDA Available:", torch.cuda.is_available())
print("CUDA Version:", torch.version.cuda)
print("GPU:", torch.cuda.get_device_name(0) if torch.cuda.is_available() else "None")

Output:

Torch Version: 2.1.0+cu121
CUDA Available: True
CUDA Version: 12.1
GPU: NVIDIA GeForce RTX 3050 Ti Laptop GPU