Roofline profiling for Deep Learning models
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Updated
May 4, 2024 - Python
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roofline-profiler
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Kernel-level profiling of batch-1 decode on consumer GPU to prove that decode is memory-bandwidth-bound against the hardware roofline, then beating the baseline with a fused dequant+GEMV CUDA kernel. (regime-aware attribution at the end)
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Updated
May 30, 2026 - Python
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