Why it matters
Triton makes kernel authoring accessible. Understanding shapes optimization.
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The architecture
@triton.jit decorator on kernel functions.
Grid launch.
Block-level primitives.
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How it works end to end
@triton.jit: JIT-compile kernel.
tl.load / tl.store: memory ops.
tl.dot: matmul.
Autotune configs.