NVIDIA Hopper GPUs \u06a9\u06d2 \u0644\u06cc\u06d2 CUDA \u067e\u0631\u0648\u06af\u0631\u0627\u0645\u0646\u06af \u0633\u06cc\u06a9\u06be\u06cc\u06ba\u06d4<\/p>\n
\u06c1\u0645 \u0646\u06d2 freeCodeCamp.org \u06cc\u0648\u0679\u06cc\u0648\u0628 \u0686\u06cc\u0646\u0644 \u067e\u0631 \u0627\u06cc\u06a9 \u06a9\u0648\u0631\u0633 \u0634\u0627\u0626\u0639 \u06a9\u06cc\u0627 \u06c1\u06d2 \u062c\u0648 \u0622\u067e \u06a9\u0648 \u0633\u06a9\u06be\u0627\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u06a9\u0633 \u0637\u0631\u062d \u0627\u06cc\u06a9 \u0645\u0648\u062b\u0631 WGMMA \u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646 \u0628\u0646\u0627\u0646\u0627 \u06c1\u06d2 \u0627\u0648\u0631 \u062c\u062f\u06cc\u062f AI \u06a9\u0648 \u0633\u067e\u0648\u0631\u0679 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u0628\u0691\u06d2 \u067e\u06cc\u0645\u0627\u0646\u06d2 \u067e\u0631 \u0645\u06cc\u0679\u0631\u06a9\u0633 \u0636\u0631\u0628\u0648\u06ba \u06a9\u0648 \u0627\u0646\u062c\u0627\u0645 \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 Cutlass \u0622\u067e\u0679\u06cc\u0645\u0627\u0626\u0632\u06cc\u0634\u0646 \u06a9\u0627 \u0641\u0627\u0626\u062f\u06c1 \u0627\u0679\u06be\u0627\u0646\u0627 \u06c1\u06d2\u06d4<\/p>\n
\u0633\u0646\u06af\u0644 \u0686\u067e \u067e\u0631\u0641\u0627\u0631\u0645\u0646\u0633 \u06a9\u06d2 \u0639\u0644\u0627\u0648\u06c1\u060c \u0646\u0635\u0627\u0628 \u0645\u06cc\u06ba \u0645\u0644\u0679\u06cc \u062c\u06cc \u067e\u06cc \u06cc\u0648 \u0627\u0633\u06a9\u06cc\u0644\u0646\u06af \u0627\u0648\u0631 \u0627\u06cc\u0646 \u0633\u06cc \u0633\u06cc \u0627\u06cc\u0644 \u067e\u0631\u0627\u0626\u0645\u06cc\u0679\u0648\u0632 \u06a9\u0627 \u0627\u062d\u0627\u0637\u06c1 \u06a9\u06cc\u0627 \u06af\u06cc\u0627 \u06c1\u06d2 \u062c\u0648 \u0679\u0631\u06cc\u0644\u06cc\u0646 \u067e\u06cc\u0631\u0627\u0645\u06cc\u0679\u0631 \u0645\u0627\u0688\u0644\u0632 \u06a9\u0648 \u062a\u0631\u0628\u06cc\u062a \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 \u062f\u0631\u06a9\u0627\u0631 \u06c1\u06cc\u06ba\u06d4 \u0627\u0646 \u0627\u0633\u0628\u0627\u0642 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0633\u06d2 \u0632\u06cc\u0627\u062f\u06c1 \u0641\u0627\u0626\u062f\u06c1 \u0627\u0679\u06be\u0627\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2\u060c \u0622\u067e \u06a9\u0648 C++ \u0646\u062d\u0648 \u0627\u0648\u0631 \u0644\u06a9\u06cc\u0631\u06cc \u0627\u0644\u062c\u0628\u0631\u0627 \u06a9\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0633\u0645\u062c\u06be \u06c1\u0648\u0646\u06cc \u0686\u0627\u06c1\u06cc\u06d2\u060c \u062e\u0627\u0635 \u0637\u0648\u0631 \u067e\u0631 \u0645\u06cc\u0679\u0631\u06a9\u0633 \u06a9\u0648 \u0679\u0627\u0626\u0644 \u06a9\u0631\u0646\u06d2 \u0627\u0648\u0631 \u0636\u0631\u0628 \u0644\u06af\u0627\u0646\u06d2 \u06a9\u0627 \u0637\u0631\u06cc\u0642\u06c1\u06d4<\/p>\n
\u06a9\u0648\u0631\u0633 \u06a9\u0627 \u062a\u0639\u0627\u0631\u0641<\/p>\n<\/li>\n
\u0645\u0634\u0645\u0648\u0644\u0627\u062a \u0627\u0648\u0631 \u06a9\u0648\u0631\u0633 \u06a9\u0627 \u062c\u0627\u0626\u0632\u06c1<\/p>\n<\/li>\n
\u0633\u0628\u0642 1 \u2014 H100 Hopper GPU \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631<\/p>\n<\/li>\n
H100 \u062a\u0641\u0635\u06cc\u0644\u0627\u062a: HBM3\u060c \u0628\u06cc\u0646\u0688\u0648\u062a\u06be \u0627\u0648\u0631 \u067e\u0627\u0648\u0631<\/p>\n<\/li>\n
\u0679\u06cc\u0646\u0633\u0631 \u06a9\u0648\u0631 \u06a9\u0627 \u062c\u0627\u0626\u0632\u06c1<\/p>\n<\/li>\n
\u0679\u06cc\u0646\u0633\u0631 \u0645\u06cc\u0645\u0648\u0631\u06cc \u0627\u06cc\u06a9\u0633\u0644\u0631\u06cc\u0679\u0631 (TMA)<\/p>\n<\/li>\n
\u0679\u0631\u0627\u0646\u0633\u0641\u0627\u0631\u0645\u0631 \u0627\u0646\u062c\u0646<\/p>\n<\/li>\n
L2 \u06a9\u06cc\u0634\u06d2 \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631<\/p>\n<\/li>\n
GPC\u060c TPC \u0627\u0648\u0631 SM \u0644\u06d2 \u0622\u0624\u0679<\/p>\n<\/li>\n
\u062a\u06be\u0631\u06cc\u0688 \u0628\u0644\u0627\u06a9 \u06a9\u0644\u0633\u0679\u0631<\/p>\n<\/li>\n
\u062a\u0642\u0633\u06cc\u0645 \u0634\u062f\u06c1 \u0645\u0634\u062a\u0631\u06a9\u06c1 \u0645\u06cc\u0645\u0648\u0631\u06cc<\/p>\n<\/li>\n
SM \u0630\u06cc\u0644\u06cc \u062a\u0642\u0633\u06cc\u0645 (SMSP)<\/p>\n<\/li>\n
\u0648\u0627\u0631\u067e \u0634\u06cc\u0688\u0648\u0644\u0631 \u0627\u0648\u0631 \u0688\u0633\u067e\u06cc\u0686\u0631<\/p>\n<\/li>\n
\u0645\u0634\u062a\u0631\u06a9\u06c1 \u0645\u06cc\u0645\u0648\u0631\u06cc \u0627\u0648\u0631 \u0688\u06cc\u0679\u0627 \u06a9\u06cc \u0646\u0642\u0644 \u0648 \u062d\u0631\u06a9\u062a<\/p>\n<\/li>\n
\u0642\u0628\u0636\u06d2<\/p>\n<\/li>\n
\u0633\u0628\u0642 2 \u2014 \u06a9\u0644\u0633\u0679\u0631\u0632\u060c \u0688\u06cc\u0679\u0627 \u06a9\u06cc \u0627\u0642\u0633\u0627\u0645\u060c \u0627\u0646 \u0644\u0627\u0626\u0646 PTXs\u060c \u0627\u0648\u0631 \u067e\u0648\u0627\u0626\u0646\u0679\u0631\u0632<\/p>\n<\/li>\n
\u062a\u06be\u0631\u06cc\u0688 \u0628\u0644\u0627\u06a9 \u06a9\u0644\u0633\u0679\u0631 \u067e\u0631\u0648\u06af\u0631\u0627\u0645\u0646\u06af<\/p>\n<\/li>\n
\u06a9\u0644\u0633\u0679\u0631 \u0648\u0633\u06cc\u0639 \u062a\u0631\u062a\u06cc\u0628<\/p>\n<\/li>\n
\u0627\u0646 \u0644\u0627\u0626\u0646 PTX \u0627\u0633\u0645\u0628\u0644\u06cc<\/p>\n<\/li>\n
\u0631\u06cc\u0627\u0633\u062a \u06a9\u06cc \u062c\u06af\u06c1<\/p>\n<\/li>\n
PTX \u06a9\u06cc \u0688\u06cc\u0679\u0627 \u06a9\u06cc \u0642\u0633\u0645<\/p>\n<\/li>\n
\u0633\u0627\u062f\u06c1 \u067e\u0648\u0627\u0626\u0646\u0679\u0631<\/p>\n<\/li>\n
\u067e\u062a\u06c1 \u06a9\u06cc \u062c\u06af\u06c1 \u06a9\u0627 \u062a\u0631\u062c\u0645\u06c1<\/p>\n<\/li>\n
\u0633\u0628\u0642 3 – \u0645\u0637\u0627\u0628\u0642\u062a \u067e\u0630\u06cc\u0631\u06cc \u0627\u0648\u0631 \u0631\u06a9\u0627\u0648\u0679\u06cc\u06ba\u06d4<\/p>\n<\/li>\n
\u0645\u062a\u0636\u0627\u062f \u06a9\u0627\u0631\u0631\u0648\u0627\u0626\u06cc\u0648\u06ba \u06a9\u0627 \u062a\u0639\u0627\u0631\u0641<\/p>\n<\/li>\n
\u067e\u0631\u0627\u06a9\u0633\u06cc<\/p>\n<\/li>\n
\u0628\u0627\u0691 \u0627\u0648\u0631 \u0645\u06cc\u0645\u0648\u0631\u06cc \u0622\u0631\u0688\u0631\u0646\u06af<\/p>\n<\/li>\n
\u0628\u0627\u0691 \u06a9\u06cc \u062a\u0631\u062a\u06cc\u0628 \u0627\u0648\u0631 \u0645\u0631\u0626\u06cc\u062a<\/p>\n<\/li>\n
\u0628\u0627\u0691 \u06a9\u06cc \u062d\u062f<\/p>\n<\/li>\n
\u0628\u0627\u0691 \u062d\u0627\u0635\u0644 \u06a9\u0631\u06cc\u06ba \u0627\u0648\u0631 \u062c\u0627\u0631\u06cc \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<\/li>\n
\u0645\u062a\u0648\u0642\u0639 \u062a\u0639\u062f\u0627\u062f \u0627\u0648\u0631 \u062f\u06be\u0627\u06af\u06d2 \u06a9\u06cc \u0622\u0645\u062f<\/p>\n<\/li>\n
\u0627\u06cc\u0645 \u0628\u06cc\u0631\u06cc\u0626\u0631 \u0622\u0645\u062f \u0622\u067e\u0631\u06cc\u0634\u0646<\/p>\n<\/li>\n
\u0627\u06cc\u0645 \u0628\u06cc\u0631\u06cc\u0626\u0631 \u067e\u06cc \u0679\u06cc \u0627\u06cc\u06a9\u0633 \u06c1\u062f\u0627\u06cc\u0627\u062a<\/p>\n<\/li>\n
\u0631\u06a9\u0627\u0648\u0679 \u0627\u0633\u0679\u06cc\u0646\u0688 \u0628\u0627\u0626\u06cc \u0622\u067e\u0631\u06cc\u0634\u0646<\/p>\n<\/li>\n
\u0645\u0631\u062d\u0644\u06c1 \u0627\u0648\u0631 \u0628\u0631\u0627\u0628\u0631\u06cc\u06d4<\/p>\n<\/li>\n
\u0639\u0645\u0644 \u06a9\u0627 \u0627\u0631\u062a\u06a9\u0627\u0628<\/p>\n<\/li>\n
\u0633\u0628\u0642 4 – CuTensorMap \u0688\u0633\u06a9\u0631\u067e\u0679\u0631<\/p>\n<\/li>\n
\u0679\u06cc\u0646\u0633\u0631 \u06a9\u06cc \u0634\u06a9\u0644\u060c \u0627\u0633\u0679\u0631\u0627\u0626\u06cc\u0688\u060c \u0627\u0648\u0631 \u0688\u06cc\u0679\u0627 \u06a9\u06cc \u0642\u0633\u0645<\/p>\n<\/li>\n
\u0639\u0646\u0635\u0631 \u06a9\u06cc \u062a\u0631\u0642\u06cc \u0627\u0648\u0631 \u0633\u0627\u0626\u0632<\/p>\n<\/li>\n
\u0628\u0627\u06a9\u0633 \u06a9\u0627 \u0633\u0627\u0626\u0632 (\u0679\u0627\u0626\u0644 \u0633\u0627\u0626\u0632)<\/p>\n<\/li>\n
\u0628\u06cc\u0646\u06a9 \u062a\u0646\u0627\u0632\u0639\u06c1<\/p>\n<\/li>\n
swizzling<\/p>\n<\/li>\n
\u0633\u0648\u0626\u0632\u0644 \u0641\u0627\u0631\u0645\u0648\u0644\u06c1 \u0688\u06cc\u067e \u0688\u0627\u0626\u06cc\u0648<\/p>\n<\/li>\n
\u0627\u0646\u0679\u0631\u0644\u06cc\u0648\u0688 \u0644\u06d2 \u0622\u0624\u0679<\/p>\n<\/li>\n
\u062d\u062f \u0633\u06d2 \u0628\u0627\u06c1\u0631 \u0628\u06be\u0631\u0646\u0627 (OOB)<\/p>\n<\/li>\n
\u0644\u06cc\u06a9\u0686\u0631 5 \u2014 cp.async.bulk (TMA \u06a9\u06d2 \u0630\u0631\u06cc\u0639\u06d2 \u063a\u06cc\u0631 \u0645\u0637\u0627\u0628\u0642\u062a \u067e\u0630\u06cc\u0631 \u0628\u0644\u06a9 \u06a9\u0627\u067e\u06cc)<\/p>\n<\/li>\n
\u0628\u0644\u06a9 \u0679\u06cc\u0646\u0633\u0631 \u0622\u067e\u0631\u06cc\u0634\u0646\u0632 (1D\u20135D)<\/p>\n<\/li>\n
\u0645\u0644\u0679\u06cc \u06a9\u0627\u0633\u0679 \u0622\u067e\u0631\u06cc\u0634\u0646<\/p>\n<\/li>\n
\u067e\u06cc\u0634\u06af\u06cc \u0628\u0627\u0632\u06cc\u0627\u0641\u062a<\/p>\n<\/li>\n
\u0644\u06cc\u06a9\u0686\u0631 6 – WGMMA \u062d\u0635\u06c1 1 (\u0648\u0627\u0631\u067e \u06af\u0631\u0648\u067e \u0645\u06cc\u0679\u0631\u06a9\u0633 \u0636\u0631\u0628 \u062c\u0645\u0639)<\/p>\n<\/li>\n
\u0648\u0627\u0631\u067e \u06af\u0631\u0648\u067e \u0627\u0648\u0631 \u0645\u06cc\u0679\u0631\u06a9\u0633 \u0636\u0631\u0628<\/p>\n<\/li>\n
WGMMA \u0648\u0636\u0627\u062d\u062a \u06a9\u0646\u0646\u062f\u06c1<\/p>\n<\/li>\n
\u062c\u0645\u0639 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u0627 \u0627\u0648\u0631 \u0631\u062c\u0633\u0679\u0631 \u062f\u0648\u0628\u0627\u0631\u06c1 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<\/li>\n
\u067e\u06cc\u0645\u0627\u0646\u06d2 \u06a9\u06d2 \u0639\u0648\u0627\u0645\u0644 (\u0627\u0633\u06a9\u06cc\u0644 \u0688\u06cc\u060c \u0627\u0633\u06a9\u06cc\u0644 \u0627\u06d2\u060c \u0627\u0633\u06a9\u06cc\u0644 \u0628\u06cc)<\/p>\n<\/li>\n
\u06a9\u0648\u0631 \u0645\u06cc\u0679\u0631\u06a9\u0633 \u0627\u0648\u0631 16\u00d716 \u0679\u0627\u0626\u0644\u06cc\u06ba\u06d4<\/p>\n<\/li>\n
\u0633\u0628\u0642 7 – WGMMA \u062d\u0635\u06c1 2<\/p>\n<\/li>\n
\u06a9\u0645\u0679 \u06af\u0631\u0648\u067e \u0627\u0648\u0631 \u0627\u0633\u0679\u06cc\u0646\u0688 \u0628\u0627\u0626\u06cc \u06af\u0631\u0648\u067e<\/p>\n<\/li>\n
FP8 \u0688\u06cc\u0679\u0627 \u06a9\u06cc \u0642\u0633\u0645 \u06a9\u0627 \u0627\u0633\u062a\u0639\u0645\u0627\u0644 \u06a9\u0631\u062a\u06d2 \u06c1\u0648\u0626\u06d2 WGMMA<\/p>\n<\/li>\n
\u0633\u0628\u0642 8 – \u062f\u0627\u0646\u0627 \u0688\u06cc\u0632\u0627\u0626\u0646<\/p>\n<\/li>\n
\u06a9\u0645\u067e\u06cc\u0648\u0679 \u06a9\u06d2 \u067e\u0627\u0628\u0646\u062f \u0627\u0648\u0631 \u0645\u06cc\u0645\u0648\u0631\u06cc \u0633\u06d2 \u0645\u0646\u0633\u0644\u06a9 \u062f\u0627\u0646\u0627<\/p>\n<\/li>\n
\u0648\u0627\u0631\u067e \u0627\u0633\u067e\u06cc\u0634\u0644\u0627\u0626\u0632\u06cc\u0634\u0646<\/p>\n<\/li>\n
\u062a\u0639\u0627\u0648\u0646 \u0628\u0645\u0642\u0627\u0628\u0644\u06c1 \u062a\u0639\u0627\u0648\u0646 \u067e\u0646\u06af \u067e\u0648\u0646\u06af \u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646<\/p>\n<\/li>\n
\u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646\u0646\u06af \u06a9\u06cc \u0628\u0646\u06cc\u0627\u062f\u06cc \u0628\u0627\u062a\u06cc\u06ba<\/p>\n<\/li>\n
\u0633\u0631\u06a9\u0644\u0631 \u0628\u0641\u0631\u0646\u06af<\/p>\n<\/li>\n
\u0679\u06cc\u0628\u0644 \u0679\u06cc\u0646\u0633 \u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646 \u0645\u06cc\u06ba \u06af\u06c1\u0631\u0627 \u063a\u0648\u0637\u06c1 \u0644\u06af\u0627\u0626\u06cc\u06ba\u06d4<\/p>\n<\/li>\n
\u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646 \u0645\u06cc\u06ba \u0627\u06cc\u067e\u06cc \u0644\u0627\u06af \u067e\u0631\u0648\u0633\u06cc\u0633\u0646\u06af<\/p>\n<\/li>\n
\u0645\u0633\u0644\u0633\u0644 \u0634\u06cc\u0688\u0648\u0644\u0646\u06af<\/p>\n<\/li>\n
Split-K \u0627\u0648\u0631 Stream-K \u062d\u06a9\u0645\u062a \u0639\u0645\u0644\u06cc<\/p>\n<\/li>\n
\u0688\u06cc\u0679\u0627 \u0645\u062a\u0648\u0627\u0632\u06cc \u0679\u0627\u0626\u0644 \u06a9\u0627 \u0634\u06cc\u0688\u0648\u0644\u0646\u06af<\/p>\n<\/li>\n
\u0627\u06cc\u067e\u06cc\u0644\u0627\u06af \u0641\u06cc\u0648\u0698\u0646 (\u062a\u0639\u0635\u0628\u060c \u0627\u06cc\u06a9\u0679\u06cc\u0648\u06cc\u0634\u0646\u060c \u0627\u0633\u06a9\u06cc\u0644\u0646\u06af)<\/p>\n<\/li>\n
Epilogue \u06a9\u0627\u0645 \u06a9\u0627 \u062c\u0627\u0626\u0632\u06c1<\/p>\n<\/li>\n
CUTLASS \u0633\u0648\u0631\u0633 \u06a9\u0648\u0688 \u06a9\u0648 \u062f\u0631\u06cc\u0627\u0641\u062a \u06a9\u0631\u06cc\u06ba\u06d4<\/p>\n<\/li>\n
\u0645\u06cc\u0646 \u0644\u0648\u067e \u0627\u0648\u0631 \u0634\u06cc\u0688\u0648\u0644\u0646\u06af \u067e\u0627\u0644\u06cc\u0633\u06cc<\/p>\n<\/li>\n
\u0688\u0633\u067e\u06cc\u0686 \u067e\u0627\u0644\u06cc\u0633\u06cc<\/p>\n<\/li>\n
SM90 \u0679\u0627\u0626\u0644 \u0634\u06cc\u0688\u06cc\u0648\u0644\u0631<\/p>\n<\/li>\n
SM90 \u0627\u06cc\u067e\u06cc\u0644\u0627\u06af (TMA \u0648\u0627\u0631\u067e \u0627\u0633\u067e\u06cc\u0634\u0644\u0627\u0626\u0632\u0688)<\/p>\n<\/li>\n
SM90 \u0628\u0644\u0688\u0631<\/p>\n<\/li>\n
\u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0628\u0644\u0688\u0631<\/p>\n<\/li>\n
FAST.CU \u06a9\u0631\u0646\u0644 \u06a9\u0627 \u062f\u0648\u0631\u06c1<\/p>\n<\/li>\n
\u0645\u06cc\u0646 \u0644\u0648\u067e \u06a9\u0627 \u0646\u0641\u0627\u0630<\/p>\n<\/li>\n
\u067e\u0631\u0648\u0688\u06cc\u0648\u0633\u0631 \u0648\u0627\u0631\u067e \u06af\u0631\u0648\u067e (\u0627\u0646\u062d\u0635\u0627\u0631 \u06a9\u06cc \u062f\u06cc\u0648\u0627\u0631)<\/p>\n<\/li>\n
\u06a9\u0646\u0632\u06cc\u0648\u0645\u0631 \u0648\u0627\u0631\u067e \u06af\u0631\u0648\u067e<\/p>\n<\/li>\n
prolog<\/p>\n<\/li>\n
\u0645\u0644\u0679\u06cc \u062c\u06cc \u067e\u06cc \u06cc\u0648 \u067e\u0631\u0648\u06af\u0631\u0627\u0645\u0646\u06af – \u062d\u0635\u06c1 1<\/p>\n<\/li>\n
NV \u0633\u0648\u0626\u0686<\/p>\n<\/li>\n
\u0679\u0648\u067e\u0648\u0644\u0648\u062c\u06cc \u0627\u0648\u0631 \u0633\u0633\u0679\u0645 \u0641\u0646 \u062a\u0639\u0645\u06cc\u0631<\/p>\n<\/li>\n
NVSwitch\u060c BlueField DPU\u060c \u0627\u0648\u0631 \u0627\u0633\u0679\u0648\u0631\u06cc\u062c \u0641\u06cc\u0628\u0631\u06a9<\/p>\n<\/li>\n
CUDA \u067e\u06cc\u0626\u0631 \u0679\u0648 \u067e\u06cc\u0626\u0631 \u06a9\u0645\u06cc\u0648\u0646\u06cc\u06a9\u06cc\u0634\u0646<\/p>\n<\/li>\n
\u0645\u06cc\u0633\u062c \u067e\u0627\u0633\u0646\u06af \u0627\u0646\u0679\u0631\u0641\u06cc\u0633 (MPI)<\/p>\n<\/li>\n
P2P \u06a9\u06cc \u062d\u062f\u0648\u062f \u0627\u0648\u0631 \u0641\u0648\u0627\u0626\u062f \u0627\u0648\u0631 \u0646\u0642\u0635\u0627\u0646\u0627\u062a<\/p>\n<\/li>\n
\u0645\u0644\u0679\u06cc \u062c\u06cc \u067e\u06cc \u06cc\u0648 \u067e\u0631\u0648\u06af\u0631\u0627\u0645\u0646\u06af – \u062d\u0635\u06c1 2<\/p>\n<\/li>\n
SLURM \u0648\u0633\u0627\u0626\u0644 \u06a9\u06cc \u062a\u0642\u0633\u06cc\u0645<\/p>\n<\/li>\n
PMix \u067e\u0631\u0648\u0633\u06cc\u0633 \u0645\u06cc\u0646\u062c\u0645\u0646\u0679<\/p>\n<\/li>\n
NVIDIA \u0627\u062c\u062a\u0645\u0627\u0639\u06cc \u0645\u0648\u0627\u0635\u0644\u0627\u062a \u0644\u0627\u0626\u0628\u0631\u06cc\u0631\u06cc (NCCL)<\/p>\n<\/li>\n
\u0627\u06cc\u0646 \u0633\u06cc \u0633\u06cc \u0627\u06cc\u0644 \u0627\u0646\u062f\u0631\u0648\u0646\u06cc \u0627\u0648\u0631 \u0631\u0646\u06af \u0627\u0644\u06af\u0648\u0631\u062a\u06be\u0645<\/p>\n<\/li>\n
AllReduce \u0622\u067e\u0631\u06cc\u0634\u0646\u0632<\/p>\n<\/li>\n
NCCL \u0627\u062c\u062a\u0645\u0627\u0639\u06cc: \u0628\u0631\u0627\u0688\u06a9\u0627\u0633\u0679\u060c \u0622\u0644 \u06af\u06cc\u062f\u0631\u060c ReduceScatter<\/p>\n<\/li>\n
\u0645\u062a\u0648\u0627\u0632\u06cc \u062d\u06a9\u0645\u062a \u0639\u0645\u0644\u06cc: \u0688\u06cc\u0679\u0627\u060c \u0679\u06cc\u0646\u0633\u0631\u060c \u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646\u060c \u0627\u0648\u0631 \u0645\u0627\u06c1\u0631 \u0645\u062a\u0648\u0627\u0632\u06cc<\/p>\n<\/li>\n
\u06a9\u0648\u0631\u0633 \u06a9\u0627 \u0627\u062e\u062a\u062a\u0627\u0645 \u0627\u0648\u0631 \u0627\u06af\u0644\u06d2 \u0645\u0631\u0627\u062d\u0644<\/p>\n<\/li>\n<\/div>\n","protected":false},"excerpt":{"rendered":"
NVIDIA Hopper GPUs \u06a9\u06d2 \u0644\u06cc\u06d2 CUDA \u067e\u0631\u0648\u06af\u0631\u0627\u0645\u0646\u06af \u0633\u06cc\u06a9\u06be\u06cc\u06ba\u06d4 \u06c1\u0645 \u0646\u06d2 freeCodeCamp.org \u06cc\u0648\u0679\u06cc\u0648\u0628 \u0686\u06cc\u0646\u0644 \u067e\u0631 \u0627\u06cc\u06a9 \u06a9\u0648\u0631\u0633 \u0634\u0627\u0626\u0639 \u06a9\u06cc\u0627 \u06c1\u06d2 \u062c\u0648 \u0622\u067e \u06a9\u0648 \u0633\u06a9\u06be\u0627\u062a\u0627 \u06c1\u06d2 \u06a9\u06c1 \u06a9\u0633 \u0637\u0631\u062d \u0627\u06cc\u06a9 \u0645\u0648\u062b\u0631 WGMMA \u067e\u0627\u0626\u067e \u0644\u0627\u0626\u0646 \u0628\u0646\u0627\u0646\u0627 \u06c1\u06d2 \u0627\u0648\u0631 \u062c\u062f\u06cc\u062f AI \u06a9\u0648 \u0633\u067e\u0648\u0631\u0679 \u06a9\u0631\u0646\u06d2 \u0648\u0627\u0644\u06d2 \u0628\u0691\u06d2 \u067e\u06cc\u0645\u0627\u0646\u06d2 \u067e\u0631 \u0645\u06cc\u0679\u0631\u06a9\u0633 \u0636\u0631\u0628\u0648\u06ba \u06a9\u0648 \u0627\u0646\u062c\u0627\u0645 \u062f\u06cc\u0646\u06d2 \u06a9\u06d2 \u0644\u06cc\u06d2 Cutlass \u0622\u067e\u0679\u06cc\u0645\u0627\u0626\u0632\u06cc\u0634\u0646 \u06a9\u0627 \u0641\u0627\u0626\u062f\u06c1 […]<\/p>\n","protected":false},"author":7,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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