Learning Notes - July 2, 2024

Downloading PyTorch

Cell Command Execution Environment

Investigating where cell commands run -- initial assessment is that they run in the Jupyter startup environment rather than the corresponding virtual environment, meaning they do not run directly in the current virtual environment.

This form must be used to run commands in the specified environment within a notebook.

Place what you want to run after &&

! source ~/anaconda3/bin/activate Deep_Learing && pip install pandas

Checking if PyTorch is Properly Configured

Use the following code for testing

CUDA

import torch

# Print PyTorch version
print(torch.__version__)

# Check if CUDA (GPU) is available
print(torch.cuda.is_available())

MPS

import torch

# Print PyTorch version
print(torch.__version__)

# Check if MPS is available
if torch.backends.mps.is_available():
    mps_device = torch.device("mps")
    print("MPS device is available.")
else:
    print("MPS device is not available.")