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Automating GPU Kernel Generation with DeepSeek-R1 and Inference Time Scaling

Mixture of experts icons for attention kernels.As AI models extend their capabilities to solve more sophisticated challenges, a new scaling law known as test-time scaling or inference-time scaling is…Mixture of experts icons for attention kernels.

As AI models extend their capabilities to solve more sophisticated challenges, a new scaling law known as test-time scaling or inference-time scaling is emerging. Also known as AI reasoning or long-thinking, this technique improves model performance by allocating additional computational resources during inference to evaluate multiple possible outcomes and then selecting the best one…

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