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Google TPU의 핵심 혁신인 Systolic Array가 행렬 곱셈을 어떻게 극한까지 최적화하는지 완전 해부합니다. INT8 추론부터 bfloat16, XLA 컴파일러, TPU Pod까지 실제 숫자와 코드로 깊이 파헤칩니다.
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- Published on
어휘 분석, AST, LLVM IR부터 TVM, XLA 같은 AI 전용 컴파일러까지. torch.compile() 내부 동작과 커널 퓨전 최적화를 코드와 함께 완전 정복합니다.