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I instrumented 95 DataLoaders in a production GraphQL API — here's what I found
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I instrumented 95 DataLoaders in a production GraphQL API — here's what I found

DEV Community: graphql·Currently Buffering·5 months ago
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#dev#dataloader#batch#loaders#article

How dataloader-ai gives per-loader observability to GraphQL servers, and what I learned applying it to Open Collective's 96-DataLoader API

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124x Slower: What PyTorch DataLoader Actually Does at the Kernel Level

DEV Community: pytorch·Ingero Team·6 months ago
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#dev#class#code#strong#dataloader

TL;DR: PyTorch's DataLoader can be 50-124x slower than direct tensor indexing for in-memory GPU workloads. We reproduced a real PyTorch issue on an RTX 4090 and traced every CUDA API call and Linux kernel event to find the root cause.…

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