Benchmark note : In our tests, FP8 GEMM operations on H100 saw a ~12% latency reduction compared to CUDA 12.3.
One of the most confusing aspects of CUDA is compatibility. works exclusively with the following:
Then reload:
CUDA Graphs allow for the definition of workflows as a dependency graph rather than a sequence of API calls. In 12.6, the tooling for debugging and profiling CUDA Graphs has been overhauled.
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