Smart AI World

Train a Model Faster with torch.compile and Gradient Accumulation

Training a language model with a deep transformer architecture is time-consuming. However, there are techniques you can use to accelerate training. In this article, you will learn about: Using torch.compile()...

Training a Model on Multiple GPUs with Data Parallelism

import dataclasses import os   import datasets import tqdm import tokenizers import torch import torch.distributed as dist import torch.nn as nn import torch.nn.functional as F import torch.optim.lr_scheduler...

Flurries Forecasted Challenge #417 Week 3

 Hello Ai fans! Welcome to week #3 of our Flurries Forecasted challenge. This will be the final challenge of the year. We want to see your winter projects featuring snow, snowflakes, snow globes, snowmen, snow...

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