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Why does my PyTorch DataLoader fail when a worker touches CUDA?

Why does my PyTorch DataLoader fail when a worker touches CUDA?

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2 min read
Build and Verify Chunked Cosine Search with Python and PyTorch on a Rented GPU

Build and Verify Chunked Cosine Search with Python and PyTorch on a Rented GPU

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8 min read
Classifying Heartbeats from ECG Signals with a Neural Network Built from Scratch

Classifying Heartbeats from ECG Signals with a Neural Network Built from Scratch

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5 min read
From Lab to Code #4: Exploring Neural Network Efficiency with Python and PyTorch

From Lab to Code #4: Exploring Neural Network Efficiency with Python and PyTorch

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12 min read
Your PyTorch Code on Trainium: What Actually Breaks

Your PyTorch Code on Trainium: What Actually Breaks

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4 min read
Batch normalization, visually: the reset that keeps deep networks steady

Batch normalization, visually: the reset that keeps deep networks steady

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5 min read
One Good Question Repriced TTA: Ten Views Now Cost 8%

One Good Question Repriced TTA: Ten Views Now Cost 8%

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5 min read
Reproducing a paper in Python: a random seed is only the first step

Reproducing a paper in Python: a random seed is only the first step

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4 min read
CPU snapshot swaps: check the writeback, then the cost

CPU snapshot swaps: check the writeback, then the cost

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4 min read
BF16 FP8: checking precision across two CPU compiler versions

BF16 FP8: checking precision across two CPU compiler versions

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3 min read
nanochat: Train Your Own GPT-2 Grade ChatGPT in About Two Hours

nanochat: Train Your Own GPT-2 Grade ChatGPT in About Two Hours

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9 min read
How many GPUs do you need to train an AI model?

How many GPUs do you need to train an AI model?

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8 min read
Warmup Did Nothing for My Learning Rate — Then It Fully Rescued the Wrong One

Warmup Did Nothing for My Learning Rate — Then It Fully Rescued the Wrong One

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4 min read
My Gradient Clipping Was Never Clipping. It Was Secretly Multiplying My Weight Decay

My Gradient Clipping Was Never Clipping. It Was Secretly Multiplying My Weight Decay

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4 min read
Saving and Loading Models in PyTorch: state_dict, Checkpoints and Resuming Training

Saving and Loading Models in PyTorch: state_dict, Checkpoints and Resuming Training

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13 min read
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