Soham Sharma

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0 karma0 postsjoined 2 days ago

PyTorch Custom Dataset and DataLoader: __getitem__, __len__, collate_fn, and num_workers

🌐 dev.toSource

Mastering PyTorch Custom Datasets & DataLoaders: __getitem__, collate_fn, multiprocessing, and zero-OOM memory optimization.

#devtopytorch #devto #dev #self #torch #dataset #article #englishlanguage

about 3 hours ago

PyTorch Low-Level Primitives vs. Agent Framework Abstractions

🌐 dev.toSource

Why framework abstractions fail when inference latency spikes, and why mastering tensor layouts, attention masks, and KV-cache arithmetic matters in production.

#devtomachinelearning #education #devto #dev #memory #primitives #framework #layer

2 days ago

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Soham Sharma