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Elias Ellison

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Combo Kernels: Horizontal Fusion Optimizat...PyTorch Conference Europe 20262026-04-07
Combo kernels in PyTorch Inductor fuse many small independent Triton launches into a single kernel that uses a PID-based dispatch so one launch replaces N…
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Lightning Talk: Faster Than SOTA Kernels in Torch.compile With Subgrap...PyTorch Conference Europe 20262026-04-07
Torch.compile extensions (Inductor + Triton) implement DecomposeK for large-K matmuls and a Custom Op Autotuning pipeline that benchmarks Triton vs ATen…
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Lightning Talk: CUDAGraph in a Partial Graph WorldPyTorch Conference 20232023-10-16
CUDAGraph trees integrate with torch.compile to replace per-graph private pools with a single CUDA memory pool that recreates eager allocation sequences…
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