FastAI Setup

Details on setting up FASTAI

Installs

For installing fastai

pip install fastai

!pip list | grep "fastai"

fastai                    2.7.17

!mamba install -c nvidia fastai

conda install -c nvidia fastai anaconda

For installing fastbook

pip install fastbook

!pip list | grep "fastbook"

import torch

if torch.cuda.is_available():
    print("GPU is available.")
    num_gpu = torch.cuda.device_count()
    for i in range(num_gpu):
        gpu_name = torch.cuda.get_device_name(i)
        gpu_memory = torch.cuda.get_device_properties(i).total_memory / (1024 ** 3)  # Convert bytes to GB
        print(f"GPU {i}: {gpu_name}, Memory: {gpu_memory:.2f} GB")
else:
    print("GPU is not available.")

GPU is available.
GPU 0: NVIDIA GeForce RTX 2060, Memory: 6.00 GB