Breaking the Hardware Barrier: Software FP8 for Older GPUs
As deep learning models grow larger and datasets expand, practitioners face an increasingly common bottleneck: GPU memory bandwidth. While cutting-edge ...
Read moreDetailsAs deep learning models grow larger and datasets expand, practitioners face an increasingly common bottleneck: GPU memory bandwidth. While cutting-edge ...
Read moreDetailsIn the previous article of this series, operation in all fields of computer science: matrix multiplication. It is heavily used ...
Read moreDetailsmultiplication is undoubtedly the most common operation performed by GPUs. It is the fundamental building block of linear algebra and ...
Read moreDetails, a little optimisation goes a long way. Models like GPT4 cost more than $100 millions to train, which makes ...
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