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creativecodeworks.com
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Floating-point arithmetic in GPUs exhibits non-associativity, meaning
(a+b)+c ≠ a+(b+c) due to finite precision and rounding errors. This property impacts the computation of parallel operations: can yield different results based on execution order.
https://thinkingmachines.ai/blog/defeating-nondeterminism-in-llm-inference/
2025-09-11T08:52:30.103Z