Kerncap automates extraction of faithful, self-contained GPU kernel reproducers from AMD HIP and Triton workloads via HSA interception and address-space closure, delivering 13.6x faster isolated tuning.
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Foundry uses template-based CUDA graph context materialization to reduce LLM serving cold-start latency by up to 99% while preserving CUDA graph throughput gains.
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Kerncap: Automated Kernel Extraction and Isolation for AMD GPUs
Kerncap automates extraction of faithful, self-contained GPU kernel reproducers from AMD HIP and Triton workloads via HSA interception and address-space closure, delivering 13.6x faster isolated tuning.