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From PyTorch to Machine Code: Inside torch.compile, Triton, and Heterogeneous CPU + GPU Execution

Aviral Shrivastava, Atharva Khedkar · October 2026

A hands-on walk through the ML compiler stack, from torch.compile to Triton kernels to CPU + GPU execution.

torch.compileTritonHeterogeneous ComputingMLIR
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