Kernels

Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels

or fine-tuned an LLM, you’ve likely hit a wall on the very last step: the Cross-Entropy Loss. The offender is the logit bottleneck. To predict the subsequent token, we project a hidden state into...

Latest in CNN Kernels for Large Image Models

A high-level overview of the newest convolutional kernel structures in Deformable Convolutional Networks, DCNv2, DCNv3In this text, now we have reviewed kernel structures for normal convolutional networks, together with their latest improvements, including deformable...

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