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xehpg: jit: gemm: use TLB warmup for dot kernels
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@petercad
petercad committed Feb 8, 2025
1 parent 65fd254 commit f700f63
Showing 1 changed file with 11 additions and 11 deletions.
22 changes: 11 additions & 11 deletions src/gpu/intel/jit/gemm/selector/db/kernel.db
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Expand Up @@ -167,12 +167,12 @@ auto _CATALOG_ = kcatalog::toFlatCatalog({
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 2, -1}, {-1, 8, -1}, {-1, 2, -1}, {-1, 8, -1}, {4, 4, 1}, "Iqxy"}, "sB64 sS16 aS wg 2x1x16 ikr af vav sr bk0 bm0 sys pab grf256", {8, (LoopType) 0, 256, {(LoopType) 0, (LoopType) 1, (LoopType) 2}, {16777216, 8192, 16777216}, {8192, 8192, 16777216}, {16, 8, 64}, {2, 1, 16}, 1, (WGType) 0, 4357, 0, 1024, {4, 4, 4}, {false, false, true}}, {'W', 1, {128}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 1, -1}, {-1, 1, -1}, {-1, 1, -1}, {-1, 1, -1}, {4, 4, 1}, "hxyI"}, "sB64 sS16 aS wg 2x1x16 ikr af vav sr bk0 bm0 sys pab grf256", {8, (LoopType) 0, 256, {(LoopType) 0, (LoopType) 1, (LoopType) 2}, {16777216, 8192, 16777216}, {8192, 8192, 16777216}, {16, 8, 64}, {2, 1, 16}, 1, (WGType) 0, 4357, 0, 1024, {4, 4, 4}, {false, false, true}}, {'W', 1, {128}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {1, 1, 1}, "ixy"}, "sB4 sB4 aB wg 4x8 kc4 cab4 ks8 nse bo sr bk0 sm sn l4 pab", {8, (LoopType) 0, 128, {(LoopType) 128, (LoopType) 255, (LoopType) 255}, {524288, 262144, 16777216}, {524288, 262144, 16777216}, {32, 16, 8}, {4, 8, 1}, 1, (WGType) 1, 257, 32768, 0, {1, 2, 4}, {false, false, true}}, {'W', 1, {512}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 1, -1}, {512, 1, -1}, {-1, 1, -1}, {512, 1, -1}, {4, 4, 1}, "H"}, "aB128x2 aB128x2 aB wg 2x1x8 ikr ar sb128 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 0, (LoopType) 1, (LoopType) 2}, {8192, 8192, 16777216}, {8192, 8192, 16777216}, {1, 1, 128}, {2, 1, 8}, 1, (WGType) 0, 4357, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {1}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {513, 1, -1}, {1024, 1, -1}, {513, 1, -1}, {1024, 1, -1}, {4, 4, 1}, "H"}, "aB64 aB32x2 aB wg 2x1x8 ikr nse hi ar sb64 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {65536, 16384, 16777216}, {65536, 16384, 16777216}, {4, 1, 64}, {2, 1, 8}, 1, (WGType) 0, 4357, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {4}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {4097, 1, 2049}, {-1, 1, -1}, {4097, 1, 2049}, {-1, 1, -1}, {4, 4, 1}, "H"}, "aB16 aB128 aB wg 2x1x16 ikr nse hi ar sb128 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {65536, 16384, 16777216}, {65536, 16384, 16777216}, {4, 1, 128}, {2, 1, 16}, 1, (WGType) 0, 4357, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {4}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {4097, 1, -1}, {-1, 1, 2048}, {4097, 1, -1}, {-1, 1, 2048}, {4, 4, 1}, "H"}, "aB64 aB32x2 aB wg 2x1x8 ikr nse hi ar sb64 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {65536, 16384, 16777216}, {65536, 16384, 16777216}, {4, 1, 64}, {2, 1, 8}, 1, (WGType) 0, 4357, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {4}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {1025, 1, -1}, {4096, 1, 4096}, {1025, 1, -1}, {4096, 1, 4096}, {4, 4, 1}, "H"}, "aB16x2 aB128 aB wg 2x1x4 ikr wx4 nse hi ar sb128 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {32768, 16384, 16777216}, {32768, 16384, 16777216}, {2, 1, 128}, {2, 1, 4}, 4, (WGType) 1, 4357, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {2}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {1025, 1, 4097}, {4096, 1, -1}, {1025, 1, 4097}, {4096, 1, -1}, {4, 4, 1}, "H"}, "aB16 aB128 aB wg 2x1x16 ikr nse hi ar sb128 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {65536, 16384, 16777216}, {65536, 16384, 16777216}, {4, 1, 128}, {2, 1, 16}, 1, (WGType) 0, 4357, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {4}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 1, -1}, {512, 1, -1}, {-1, 1, -1}, {512, 1, -1}, {4, 4, 1}, "H"}, "aB128x2 aB128x2 aB wg 2x1x8 ikr ar sb128 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 160, (LoopType) 255, (LoopType) 2}, {16384, 16384, 16777216}, {16384, 16384, 16777216}, {1, 1, 128}, {2, 1, 8}, 1, (WGType) 0, 4198661, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {1}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {513, 1, -1}, {1024, 1, -1}, {513, 1, -1}, {1024, 1, -1}, {4, 4, 1}, "H"}, "aB64 aB32x2 aB wg 2x1x8 ikr nse hi ar sb64 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {65536, 16384, 16777216}, {65536, 16384, 16777216}, {4, 1, 64}, {2, 1, 8}, 1, (WGType) 0, 4198661, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {4}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {4097, 1, 2049}, {-1, 1, -1}, {4097, 1, 2049}, {-1, 1, -1}, {4, 4, 1}, "H"}, "aB16 aB128 aB wg 2x1x16 ikr nse hi ar sb128 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {65536, 16384, 16777216}, {65536, 16384, 16777216}, {4, 1, 128}, {2, 1, 16}, 1, (WGType) 0, 4198661, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {4}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {4097, 1, -1}, {-1, 1, 2048}, {4097, 1, -1}, {-1, 1, 2048}, {4, 4, 1}, "H"}, "aB64 aB32x2 aB wg 2x1x8 ikr nse hi ar sb64 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {65536, 16384, 16777216}, {65536, 16384, 16777216}, {4, 1, 64}, {2, 1, 8}, 1, (WGType) 0, 4198661, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {4}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {1025, 1, -1}, {4096, 1, 4096}, {1025, 1, -1}, {4096, 1, 4096}, {4, 4, 1}, "H"}, "aB16x2 aB128 aB wg 2x1x4 ikr wx4 nse hi ar sb128 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {32768, 16384, 16777216}, {32768, 16384, 16777216}, {2, 1, 128}, {2, 1, 4}, 4, (WGType) 1, 4198661, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {2}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {1025, 1, 4097}, {4096, 1, -1}, {1025, 1, 4097}, {4096, 1, -1}, {4, 4, 1}, "H"}, "aB16 aB128 aB wg 2x1x16 ikr nse hi ar sb128 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {65536, 16384, 16777216}, {65536, 16384, 16777216}, {4, 1, 128}, {2, 1, 16}, 1, (WGType) 0, 4198661, 0, 64, {4, 4, 4}, {true, true, true}}, {'W', 1, {4}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {4, 4, 1}, "Ioxyz"}, "sS64x2 sB16 sB wg 16x2 cb4 ks32 xaf dw vav bo sr bk0 sn dm grf256 sys pab", {8, (LoopType) 0, 256, {(LoopType) 128, (LoopType) 255, (LoopType) 255}, {262144, 1048576, 16777216}, {262144, 1048576, 16777216}, {16, 64, 64}, {16, 2, 1}, 1, (WGType) 1, 257, 32768, 0, {4, 4, 4}, {false, false, false}}, {'E', 17, {978625, 470744, 0, 0, 0, 0, 1.5997, 5.18308, 6.10237, 17.1883, 0.0161902, 0.0142461, 0.0050822, 0.870423, 1.37496, 1.20524, 9.37477e-13}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {4, 4, 1}, "Ixyz"}, "sS32x2 sB16 sB wg 16x1x2 ikr cb4 ks64 xaf dw vav bo sr bk0 dm grf256 sys pab", {8, (LoopType) 0, 256, {(LoopType) 128, (LoopType) 255, (LoopType) 2}, {262144, 1048576, 16777216}, {262144, 1048576, 16777216}, {16, 64, 64}, {16, 1, 2}, 1, (WGType) 1, 4357, 32768, 32768, {4, 4, 4}, {false, false, false}}, {'E', 17, {849827, -83056.2, 214309, 623119, 0, 0, 1.34807, 5.05315, 5.40586, 15.1632, 0.0173594, 0.0309966, 0.00618382, 0.767366, 1.37973, 1.22172, 6.63552e-13}}},
{{'E', "gemm", {"F", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {4, 4, 1}, "Ixyz"}, "sS32x2 sB16 sB wg 16x2 cb4 ks32 xaf dw vav bo sr bk0 sn dm grf256 sys pab", {8, (LoopType) 0, 256, {(LoopType) 128, (LoopType) 255, (LoopType) 255}, {262144, 1048576, 16777216}, {262144, 1048576, 16777216}, {16, 64, 32}, {16, 2, 1}, 1, (WGType) 1, 257, 32768, 0, {4, 4, 4}, {false, false, false}}, {'E', 17, {982213, 473301, 0, 0, 0, 0, 1.74644, 5.1767, 6.10829, 17.1708, 0.0167439, 0.0136956, 0.00599404, 0.999577, 1.37511, 1.22059, 7.53689e-13}}},
Expand Down Expand Up @@ -282,11 +282,11 @@ auto _CATALOG_ = kcatalog::toFlatCatalog({
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 2, 4096}, {4096, 2, -1}, {-1, 2, 4096}, {4096, 2, -1}, {1, 1, 1}, "xyI"}, "sB64 sS16 aS wg 2x1x16 ikr af vav sr bk0 bm0 sys pab grf256 l4", {8, (LoopType) 0, 256, {(LoopType) 0, (LoopType) 1, (LoopType) 2}, {16777216, 8192, 16777216}, {8192, 8192, 16777216}, {8, 16, 64}, {2, 1, 16}, 1, (WGType) 0, 4357, 0, 1024, {1, 2, 4}, {false, false, true}}, {'W', 1, {128}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 1, -1}, {-1, 1, -1}, {-1, 1, -1}, {-1, 1, -1}, {1, 1, 1}, "hxyI"}, "sB64 sS16 aS wg 2x1x16 ikr af vav sr bk0 bm0 sys pab grf256 l4", {8, (LoopType) 0, 256, {(LoopType) 0, (LoopType) 1, (LoopType) 2}, {16777216, 8192, 16777216}, {8192, 8192, 16777216}, {8, 16, 64}, {2, 1, 16}, 1, (WGType) 0, 4357, 0, 1024, {1, 2, 4}, {false, false, true}}, {'W', 1, {128}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {1, 1, 1}, "ixy"}, "sB4 sB4 aB wg 4x8 kc4 cab4 ks8 nse bo sr bk0 sm sn l4 pab", {8, (LoopType) 0, 128, {(LoopType) 128, (LoopType) 255, (LoopType) 255}, {524288, 262144, 16777216}, {524288, 262144, 16777216}, {32, 16, 8}, {4, 8, 1}, 1, (WGType) 1, 257, 32768, 0, {1, 2, 4}, {false, false, true}}, {'W', 1, {512}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 1, -1}, {-1, 1, 512}, {-1, 1, -1}, {-1, 1, 512}, {1, 1, 1}, "H"}, "aB128x2 aB128x2 aB wg 16x1 wx2 nse hi ar sb128 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 255}, {16384, 16384, 16777216}, {16384, 16384, 16777216}, {1, 1, 128}, {16, 1, 1}, 2, (WGType) 1, 257, 0, 0, {1, 2, 4}, {true, true, true}}, {'W', 1, {1}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 1, 513}, {1024, 1, -1}, {-1, 1, 513}, {1024, 1, -1}, {1, 1, 1}, "H"}, "aB128 aB64x2 aB wg 8x1x2 ikr nse hi ar sb128 bk0 grf256 dot", {8, (LoopType) 0, 256, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {16384, 16384, 16777216}, {16384, 16384, 16777216}, {1, 1, 128}, {8, 1, 2}, 1, (WGType) 0, 4357, 0, 256, {1, 2, 4}, {true, true, true}}, {'W', 1, {1}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {1025, 1, 4097}, {-1, 1, -1}, {1025, 1, 4097}, {-1, 1, -1}, {1, 1, 1}, "H"}, "aB128 aB64x2 aB wg 4x1x8 ikr nse hi ar sb128 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {32768, 16384, 16777216}, {32768, 16384, 16777216}, {2, 1, 128}, {2, 1, 8}, 1, (WGType) 0, 4357, 0, 64, {1, 2, 4}, {true, true, true}}, {'W', 1, {2}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {1025, 1, 513}, {-1, 1, 4096}, {1025, 1, 513}, {-1, 1, 4096}, {1, 1, 1}, "H"}, "aB128x2 aB128x2 aB wg 16x1 wx2 nse hi ar sb128 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 255}, {16384, 16384, 16777216}, {16384, 16384, 16777216}, {1, 1, 128}, {16, 1, 1}, 2, (WGType) 1, 257, 0, 0, {1, 2, 4}, {true, true, true}}, {'W', 1, {1}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 2, -1}, {4095, 2, 4095}, {-1, 2, -1}, {4095, 2, 4095}, {4, 4, 1}, "xyH"}, "sB128 sB64 aB wg 8x1x4 ikr nse hi ar sb128 bk0 dot", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {32768, 32768, 16777216}, {32768, 32768, 16777216}, {2, 2, 128}, {8, 1, 4}, 1, (WGType) 0, 4357, 0, 256, {4, 4, 4}, {false, false, true}}, {'W', 1, {128}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 1, -1}, {-1, 1, 512}, {-1, 1, -1}, {-1, 1, 512}, {1, 1, 1}, "H"}, "aB128x2 aB128x2 aB wg 16x1 wx2 nse hi ar sb128 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 255}, {16384, 16384, 16777216}, {16384, 16384, 16777216}, {1, 1, 128}, {16, 1, 1}, 2, (WGType) 1, 4194561, 0, 0, {1, 2, 4}, {true, true, true}}, {'W', 1, {1}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 1, 513}, {1024, 1, -1}, {-1, 1, 513}, {1024, 1, -1}, {1, 1, 1}, "H"}, "aB128 aB64x2 aB wg 8x1x2 ikr nse hi ar sb128 bk0 grf256 dot wt", {8, (LoopType) 0, 256, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {16384, 16384, 16777216}, {16384, 16384, 16777216}, {1, 1, 128}, {8, 1, 2}, 1, (WGType) 0, 4198661, 0, 256, {1, 2, 4}, {true, true, true}}, {'W', 1, {1}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {1025, 1, 4097}, {-1, 1, -1}, {1025, 1, 4097}, {-1, 1, -1}, {1, 1, 1}, "H"}, "aB128 aB64x2 aB wg 4x1x8 ikr nse hi ar sb128 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {32768, 16384, 16777216}, {32768, 16384, 16777216}, {2, 1, 128}, {4, 1, 8}, 1, (WGType) 0, 4198661, 0, 128, {1, 2, 4}, {true, true, true}}, {'W', 1, {2}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {1025, 1, 513}, {-1, 1, 4096}, {1025, 1, 513}, {-1, 1, 4096}, {1, 1, 1}, "H"}, "aB128x2 aB128x2 aB wg 16x1 wx2 nse hi ar sb128 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 255}, {16384, 16384, 16777216}, {16384, 16384, 16777216}, {1, 1, 128}, {16, 1, 1}, 2, (WGType) 1, 4194561, 0, 0, {1, 2, 4}, {true, true, true}}, {'W', 1, {1}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, 2, -1}, {4095, 2, 4095}, {-1, 2, -1}, {4095, 2, 4095}, {4, 4, 1}, "xyH"}, "sB128 sB64 aB wg 8x1x4 ikr nse hi ar sb128 bk0 dot wt", {8, (LoopType) 0, 128, {(LoopType) 144, (LoopType) 255, (LoopType) 2}, {32768, 32768, 16777216}, {32768, 32768, 16777216}, {2, 2, 128}, {8, 1, 4}, 1, (WGType) 0, 4198661, 0, 256, {4, 4, 4}, {false, false, true}}, {'W', 1, {128}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {4, 4, 1}, "I"}, "aB32 aB16 aB ca3 ks64 wg 2x4x4 kr sys dw af k192 grf256 sm vav di dm sr bk0 cc fm", {8, (LoopType) 0, 256, {(LoopType) 0, (LoopType) 1, (LoopType) 2}, {8192, 8192, 2048}, {8192, 8192, 2048}, {16, 16, 192}, {2, 4, 4}, 1, (WGType) 1, 5, 12288, 12288, {4, 4, 2}, {true, true, true}}, {'E', 17, {4.488e+06, 120208, 122348, 327.657, 0, 0, 3.41911, 6.33998, 2.77024, 6.84323, 0.0582208, 0.0145417, 0.0574819, 0.511227, 1.20562, 1.20018, 5.11052e-14}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, -1}, {4, 4, 1}, "Isxy"}, "sS32x2 sB16 aB wg 16x2 cb4 ks32 xaf dw vav bo sr bk0 sn dm grf256 sys pab", {8, (LoopType) 0, 256, {(LoopType) 128, (LoopType) 255, (LoopType) 255}, {262144, 786432, 16777216}, {262144, 786432, 16777216}, {16, 48, 32}, {16, 2, 1}, 1, (WGType) 1, 257, 24576, 0, {4, 4, 4}, {false, false, true}}, {'E', 17, {995629, 475244, 0, 0, 0, 0, 2.57281, 4.9973, 6.41839, 16.8374, 0.018098, 0.0100962, 0.0118445, 0.996594, 1.41614, 1.19695, 9.60059e-13}}},
{{'E', "gemm", {"O", "H", "S"}, {"T", "N", "N"}}, {-1, -1, {-1, -1, -1}, {-1, -1, -1}, {-1, -1, 2048}, {-1, 1024, -1}, {4, 4, 1}, "Ixy"}, "sS32x2 sB16 aB wg 16x2 cb4 ks32 xaf dw vav bo sr bk0 sn dm grf256 sys pab", {8, (LoopType) 0, 256, {(LoopType) 128, (LoopType) 255, (LoopType) 255}, {262144, 524288, 16777216}, {262144, 524288, 16777216}, {16, 32, 32}, {16, 2, 1}, 1, (WGType) 1, 257, 16384, 0, {4, 4, 4}, {false, false, true}}, {'E', 17, {985865, 449373, 0, 0, 0, 0, 2.52021, 5.18432, 6.41111, 16.2959, 0.0196104, 0.0078899, 0.0176455, 0.975623, 1.37619, 1.19224, 7.58759e-13}}},
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