From b864b4d48a3b15f8bf7de34a399f93653b4fc7bf Mon Sep 17 00:00:00 2001 From: gh-actions-bot Date: Sat, 22 Feb 2025 00:12:04 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- main/.doctrees/environment.pickle | Bin 455546 -> 455546 bytes .../tutorials/01-vector-add.doctree | Bin 28566 -> 28566 bytes .../tutorials/02-fused-softmax.doctree | Bin 45526 -> 45526 bytes .../03-matrix-multiplication.doctree | Bin 72047 -> 72047 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 33951 -> 33951 bytes .../tutorials/05-layer-norm.doctree | Bin 53780 -> 53780 bytes .../tutorials/06-fused-attention.doctree | Bin 84790 -> 84790 bytes .../tutorials/07-extern-functions.doctree | Bin 23145 -> 23145 bytes .../tutorials/08-grouped-gemm.doctree | Bin 30765 -> 30765 bytes .../tutorials/09-persistent-matmul.doctree | Bin 68189 -> 68189 bytes .../tutorials/10-block-scaled-matmul.doctree | Bin 44118 -> 44118 bytes .../tutorials/sg_execution_times.doctree | Bin 20778 -> 20778 bytes 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ztt2*llG>s0my?t2`=dqtg%8su9z`A1!D&itTgbWSJ|&D%LB2ekp2)3VAg%lvM1mhL zU;zCuYOV%%rvBr98}Rvj4l_fEx;Dsn>69XpMb)Arl8J}3VH$C?(c diff --git a/main/_sources/getting-started/tutorials/01-vector-add.rst.txt b/main/_sources/getting-started/tutorials/01-vector-add.rst.txt index 976d37a301eb..4f8bb02881cd 100644 --- a/main/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/main/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -232,7 +232,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p vector-add-performance: size Triton Torch - 0 4096.0 9.600000 8.000000 + 0 4096.0 8.000000 9.600000 1 8192.0 15.999999 15.999999 2 16384.0 31.999999 31.999999 3 32768.0 63.999998 63.999998 @@ -241,12 +241,12 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 6 262144.0 384.000001 384.000001 7 524288.0 614.400016 614.400016 8 1048576.0 819.200021 819.200021 - 9 2097152.0 1023.999964 1023.999964 - 10 4194304.0 1228.800031 1228.800031 + 9 2097152.0 1045.787204 1023.999964 + 10 4194304.0 1260.307736 1228.800031 11 8388608.0 1424.695621 1424.695621 12 16777216.0 1560.380965 1560.380965 13 33554432.0 1624.859540 1624.859540 - 14 67108864.0 1669.706983 1662.646960 + 14 67108864.0 1669.706983 1666.169441 15 134217728.0 1684.008546 1678.616907 @@ -255,7 +255,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 7.306 seconds) + **Total running time of the script:** (0 minutes 6.304 seconds) .. _sphx_glr_download_getting-started_tutorials_01-vector-add.py: diff --git a/main/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/main/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index 6062705298b1..2a784bc6f367 100644 --- a/main/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/main/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -321,104 +321,104 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t softmax-performance: N Triton Torch - 0 256.0 465.044599 705.085923 - 1 384.0 616.695669 817.685769 - 2 512.0 747.366924 922.182090 - 3 640.0 824.100839 946.771850 - 4 768.0 882.151663 1026.234825 - 5 896.0 937.814385 1062.694926 - 6 1024.0 1007.711556 1122.646528 - 7 1152.0 1107.226266 611.074438 - 8 1280.0 1153.292361 669.958194 - 9 1408.0 1167.426735 721.314161 - 10 1536.0 1184.655877 780.087937 - 11 1664.0 1215.957175 811.110045 - 12 1792.0 1232.509469 854.720856 - 13 1920.0 1255.053420 907.695478 - 14 2048.0 1278.202547 953.971428 - 15 2176.0 1245.390831 978.381129 - 16 2304.0 1246.421817 1011.119265 - 17 2432.0 1274.105928 1052.903308 - 18 2560.0 1289.612947 1086.877454 - 19 2688.0 1288.519018 1099.261935 - 20 2816.0 1303.811463 1127.526268 - 21 2944.0 1314.629501 1166.712966 - 22 3072.0 1331.431119 1186.331573 - 23 3200.0 1329.521339 1197.060790 - 24 3328.0 1340.323524 1221.403606 - 25 3456.0 1348.004637 1252.099576 - 26 3584.0 1351.328455 1263.316706 - 27 3712.0 1371.009649 1266.292238 - 28 3840.0 1375.734055 1302.556841 - 29 3968.0 1375.636823 1315.865252 - 30 4096.0 1378.446933 1323.195881 - 31 4224.0 1333.002032 1159.397402 - 32 4352.0 1333.059653 1172.802572 - 33 4480.0 1355.127797 1185.407362 - 34 4608.0 1359.585522 1193.364827 - 35 4736.0 1356.834268 1200.177145 - 36 4864.0 1377.947633 1221.732348 - 37 4992.0 1376.310150 1237.508004 - 38 5120.0 1373.371121 1249.134141 - 39 5248.0 1375.842094 1258.416150 - 40 5376.0 1377.374344 1285.263886 - 41 5504.0 1376.380637 1297.422943 - 42 5632.0 1384.119000 1311.673950 - 43 5760.0 1399.134344 1325.566346 - 44 5888.0 1383.801995 1341.460366 - 45 6016.0 1403.606203 1352.971500 - 46 6144.0 1408.678249 1372.510180 - 47 6272.0 1411.074000 1374.370174 - 48 6400.0 1417.379870 1386.907428 - 49 6528.0 1417.652063 1395.593625 - 50 6656.0 1418.290484 1404.400020 - 51 6784.0 1414.575550 1413.085335 - 52 6912.0 1422.889949 1424.817182 - 53 7040.0 1421.676675 1429.721666 - 54 7168.0 1424.666541 1434.195692 - 55 7296.0 1434.073329 1440.171669 - 56 7424.0 1429.847787 1445.291410 - 57 7552.0 1427.238320 1452.813146 - 58 7680.0 1436.445012 1458.646588 - 59 7808.0 1435.610253 1461.437874 - 60 7936.0 1434.151543 1467.563053 - 61 8064.0 1437.509319 1474.531262 - 62 8192.0 1436.980212 1485.808477 - 63 8320.0 1384.420314 1401.523798 - 64 8448.0 1377.119153 1406.040284 - 65 8576.0 1387.883853 1395.213543 - 66 8704.0 1382.156479 1400.517925 - 67 8832.0 1376.828871 1404.837010 - 68 8960.0 1391.739919 1410.252488 - 69 9088.0 1402.760151 1414.378598 - 70 9216.0 1397.060199 1422.933698 - 71 9344.0 1397.435348 1424.618506 - 72 9472.0 1395.551105 1435.529116 - 73 9600.0 1386.163668 1433.677878 - 74 9728.0 1396.314517 1443.086701 - 75 9856.0 1410.939464 1441.835542 - 76 9984.0 1392.746688 1448.925178 - 77 10112.0 1410.038425 1457.028102 - 78 10240.0 1411.303162 1465.319578 - 79 10368.0 1406.758832 1464.620608 - 80 10496.0 1410.046788 1464.304759 - 81 10624.0 1405.733310 1470.350057 - 82 10752.0 1399.829600 1473.042899 - 83 10880.0 1400.962308 1481.235284 - 84 11008.0 1416.644570 1476.592898 - 85 11136.0 1418.938603 1484.775366 - 86 11264.0 1423.406848 1484.834461 - 87 11392.0 1411.064251 1492.913550 - 88 11520.0 1422.549590 1492.717318 - 89 11648.0 1422.704544 1500.106471 - 90 11776.0 1422.079107 1498.617659 - 91 11904.0 1436.276229 1504.934375 - 92 12032.0 1424.168671 1508.561383 - 93 12160.0 1416.878791 1510.086114 - 94 12288.0 1430.237533 1391.144940 - 95 12416.0 1446.293947 1391.689418 - 96 12544.0 1436.362233 1393.189436 - 97 12672.0 1444.526488 1391.688412 + 0 256.0 469.120677 696.481314 + 1 384.0 619.191379 819.555941 + 2 512.0 751.866726 926.985382 + 3 640.0 809.886303 961.302789 + 4 768.0 881.873012 1031.111103 + 5 896.0 943.373480 1064.494144 + 6 1024.0 1003.694689 1125.410473 + 7 1152.0 1111.477376 611.736669 + 8 1280.0 1142.209038 670.749920 + 9 1408.0 1156.398886 724.512584 + 10 1536.0 1190.384104 778.604053 + 11 1664.0 1217.298954 810.700923 + 12 1792.0 1236.332249 859.045059 + 13 1920.0 1247.350351 911.705359 + 14 2048.0 1270.314823 959.033599 + 15 2176.0 1237.810515 977.335732 + 16 2304.0 1243.916052 1008.153792 + 17 2432.0 1271.354445 1058.444158 + 18 2560.0 1284.860017 1083.476046 + 19 2688.0 1298.240774 1104.943726 + 20 2816.0 1300.259216 1132.976504 + 21 2944.0 1318.002991 1166.471618 + 22 3072.0 1330.006682 1185.642094 + 23 3200.0 1331.996009 1191.063889 + 24 3328.0 1346.118359 1220.833201 + 25 3456.0 1354.013397 1248.948625 + 26 3584.0 1350.370443 1261.471420 + 27 3712.0 1361.196573 1269.933194 + 28 3840.0 1369.176617 1298.487649 + 29 3968.0 1370.322817 1317.320837 + 30 4096.0 1376.168411 1324.028214 + 31 4224.0 1334.488670 1160.028766 + 32 4352.0 1337.815799 1172.769547 + 33 4480.0 1354.995109 1182.945253 + 34 4608.0 1368.727348 1197.220646 + 35 4736.0 1358.273684 1197.767432 + 36 4864.0 1376.430178 1219.484238 + 37 4992.0 1370.010387 1238.692738 + 38 5120.0 1376.374647 1250.714882 + 39 5248.0 1378.852479 1255.935605 + 40 5376.0 1374.076702 1282.689893 + 41 5504.0 1382.936423 1300.563926 + 42 5632.0 1387.184315 1316.406305 + 43 5760.0 1394.231804 1325.609677 + 44 5888.0 1389.370461 1345.235087 + 45 6016.0 1400.023245 1353.805826 + 46 6144.0 1412.550337 1375.196883 + 47 6272.0 1409.303795 1372.723714 + 48 6400.0 1418.194675 1387.834965 + 49 6528.0 1416.137373 1392.344373 + 50 6656.0 1420.995917 1400.722765 + 51 6784.0 1411.549448 1411.507195 + 52 6912.0 1429.500669 1422.376755 + 53 7040.0 1420.219428 1434.351656 + 54 7168.0 1427.378695 1435.609628 + 55 7296.0 1429.052213 1443.196806 + 56 7424.0 1429.746191 1444.323067 + 57 7552.0 1428.946458 1454.898524 + 58 7680.0 1435.514017 1458.130742 + 59 7808.0 1431.427976 1462.915200 + 60 7936.0 1434.612335 1465.337742 + 61 8064.0 1437.244589 1472.916366 + 62 8192.0 1438.906451 1484.752011 + 63 8320.0 1384.842106 1402.958728 + 64 8448.0 1377.083016 1403.196654 + 65 8576.0 1386.531945 1395.660474 + 66 8704.0 1383.301378 1399.907732 + 67 8832.0 1379.075758 1405.886821 + 68 8960.0 1391.428995 1412.149292 + 69 9088.0 1403.430888 1418.411130 + 70 9216.0 1397.556817 1424.053905 + 71 9344.0 1395.884096 1422.231435 + 72 9472.0 1397.101667 1434.109984 + 73 9600.0 1392.610653 1434.735611 + 74 9728.0 1396.021617 1439.600734 + 75 9856.0 1408.394511 1442.183853 + 76 9984.0 1397.668783 1450.449968 + 77 10112.0 1406.737169 1454.448931 + 78 10240.0 1416.291780 1466.403136 + 79 10368.0 1409.013072 1465.406709 + 80 10496.0 1411.251392 1466.363507 + 81 10624.0 1406.027676 1467.589524 + 82 10752.0 1400.147116 1473.321898 + 83 10880.0 1397.345593 1480.257108 + 84 11008.0 1415.872320 1475.455493 + 85 11136.0 1419.920841 1489.018901 + 86 11264.0 1428.072523 1485.690178 + 87 11392.0 1408.835978 1488.156016 + 88 11520.0 1418.084335 1491.717852 + 89 11648.0 1421.466701 1496.369859 + 90 11776.0 1422.544359 1503.955108 + 91 11904.0 1436.281627 1504.616364 + 92 12032.0 1418.136280 1508.616202 + 93 12160.0 1413.437587 1513.737683 + 94 12288.0 1430.042577 1392.854717 + 95 12416.0 1444.306777 1391.722782 + 96 12544.0 1435.316443 1391.734989 + 97 12672.0 1446.635149 1394.660915 @@ -433,7 +433,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 23.218 seconds) + **Total running time of the script:** (0 minutes 23.191 seconds) .. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py: diff --git a/main/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt b/main/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt index 574164aaf3ee..0c5e2a4f4b97 100644 --- a/main/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/main/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -572,69 +572,69 @@ but feel free to arrange this script as you wish to benchmark any other matrix s matmul-performance-fp16: M N K cuBLAS Triton 0 256.0 256.0 256.0 4.096000 4.096000 - 1 384.0 384.0 384.0 11.059200 12.288000 + 1 384.0 384.0 384.0 12.288000 12.288000 2 512.0 512.0 512.0 26.214401 26.214401 - 3 640.0 640.0 640.0 42.666665 39.384616 + 3 640.0 640.0 640.0 42.666665 42.666665 4 768.0 768.0 768.0 63.195428 63.195428 - 5 896.0 896.0 896.0 78.051553 87.808000 + 5 896.0 896.0 896.0 78.051553 93.661869 6 1024.0 1024.0 1024.0 110.376426 99.864382 7 1152.0 1152.0 1152.0 135.726544 119.439363 8 1280.0 1280.0 1280.0 157.538463 151.703703 - 9 1408.0 1408.0 1408.0 151.438217 132.970149 + 9 1408.0 1408.0 1408.0 155.765024 132.970149 10 1536.0 1536.0 1536.0 176.947204 153.867127 - 11 1664.0 1664.0 1664.0 179.978245 173.056002 + 11 1664.0 1664.0 1664.0 183.651271 173.056002 12 1792.0 1792.0 1792.0 172.914215 200.703997 - 13 1920.0 1920.0 1920.0 200.347822 166.554219 - 14 2048.0 2048.0 2048.0 223.696203 182.361039 - 15 2176.0 2176.0 2176.0 211.827867 203.269178 - 16 2304.0 2304.0 2304.0 229.691080 221.184000 - 17 2432.0 2432.0 2432.0 203.583068 196.464787 - 18 2560.0 2560.0 2560.0 222.911566 212.779229 - 19 2688.0 2688.0 2688.0 198.602388 191.581096 + 13 1920.0 1920.0 1920.0 200.347822 164.571430 + 14 2048.0 2048.0 2048.0 223.696203 184.365008 + 15 2176.0 2176.0 2176.0 209.621326 203.269178 + 16 2304.0 2304.0 2304.0 227.503545 221.184000 + 17 2432.0 2432.0 2432.0 206.576938 195.100438 + 18 2560.0 2560.0 2560.0 224.438347 210.051289 + 19 2688.0 2688.0 2688.0 198.602388 193.536006 20 2816.0 2816.0 2816.0 210.696652 203.804711 - 21 2944.0 2944.0 2944.0 221.493479 215.740400 - 22 3072.0 3072.0 3072.0 208.941345 203.680236 - 23 3200.0 3200.0 3200.0 214.046818 214.046818 - 24 3328.0 3328.0 3328.0 207.467716 204.520726 - 25 3456.0 3456.0 3456.0 216.724640 212.721813 - 26 3584.0 3584.0 3584.0 219.305830 204.818663 - 27 3712.0 3712.0 3712.0 208.990259 222.488510 - 28 3840.0 3840.0 3840.0 209.851994 201.442627 - 29 3968.0 3968.0 3968.0 208.945088 213.889466 - 30 4096.0 4096.0 4096.0 219.668951 207.126128 + 21 2944.0 2944.0 2944.0 221.493479 220.513412 + 22 3072.0 3072.0 3072.0 210.494802 203.680236 + 23 3200.0 3200.0 3200.0 214.765101 211.920530 + 24 3328.0 3328.0 3328.0 207.467716 202.792385 + 25 3456.0 3456.0 3456.0 219.080343 212.721813 + 26 3584.0 3584.0 3584.0 218.772251 201.604022 + 27 3712.0 3712.0 3712.0 209.428397 211.646909 + 28 3840.0 3840.0 3840.0 210.451005 205.944129 + 29 3968.0 3968.0 3968.0 208.945088 214.453305 + 30 4096.0 4096.0 4096.0 216.829933 208.736744 matmul-performance-fp8: M N K Triton - 0 256.0 256.0 256.0 4.096000 - 1 384.0 384.0 384.0 12.288000 + 0 256.0 256.0 256.0 3.640889 + 1 384.0 384.0 384.0 11.059200 2 512.0 512.0 512.0 26.214401 3 640.0 640.0 640.0 46.545454 - 4 768.0 768.0 768.0 58.982401 + 4 768.0 768.0 768.0 63.195428 5 896.0 896.0 896.0 87.808000 6 1024.0 1024.0 1024.0 95.325090 - 7 1152.0 1152.0 1152.0 124.415996 + 7 1152.0 1152.0 1152.0 119.439363 8 1280.0 1280.0 1280.0 141.241376 - 9 1408.0 1408.0 1408.0 136.294403 + 9 1408.0 1408.0 1408.0 132.970149 10 1536.0 1536.0 1536.0 150.593357 11 1664.0 1664.0 1664.0 149.981870 - 12 1792.0 1792.0 1792.0 167.752595 + 12 1792.0 1792.0 1792.0 170.294302 13 1920.0 1920.0 1920.0 160.744186 14 2048.0 2048.0 2048.0 182.361039 15 2176.0 2176.0 2176.0 173.479720 16 2304.0 2304.0 2304.0 192.644132 - 17 2432.0 2432.0 2432.0 186.056053 - 18 2560.0 2560.0 2560.0 188.321838 - 19 2688.0 2688.0 2688.0 182.370464 + 17 2432.0 2432.0 2432.0 188.553450 + 18 2560.0 2560.0 2560.0 185.129949 + 19 2688.0 2688.0 2688.0 181.497871 20 2816.0 2816.0 2816.0 195.579412 - 21 2944.0 2944.0 2944.0 192.417117 - 22 3072.0 3072.0 3072.0 191.294262 - 23 3200.0 3200.0 3200.0 189.910976 - 24 3328.0 3328.0 3328.0 189.450773 - 25 3456.0 3456.0 3456.0 190.145208 + 21 2944.0 2944.0 2944.0 193.162926 + 22 3072.0 3072.0 3072.0 190.010417 + 23 3200.0 3200.0 3200.0 188.790565 + 24 3328.0 3328.0 3328.0 187.721758 + 25 3456.0 3456.0 3456.0 187.929060 26 3584.0 3584.0 3584.0 190.095969 27 3712.0 3712.0 3712.0 190.280662 - 28 3840.0 3840.0 3840.0 190.675864 - 29 3968.0 3968.0 3968.0 192.770834 - 30 4096.0 4096.0 4096.0 199.283930 + 28 3840.0 3840.0 3840.0 188.402048 + 29 3968.0 3968.0 3968.0 191.861531 + 30 4096.0 4096.0 4096.0 197.233986 @@ -642,7 +642,7 @@ but feel free to arrange this script as you wish to benchmark any other matrix s .. rst-class:: sphx-glr-timing - **Total running time of the script:** (2 minutes 13.048 seconds) + **Total running time of the script:** (2 minutes 13.353 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/main/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt b/main/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt index 8c2b677acba8..eb4eb08b54c7 100644 --- a/main/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt +++ b/main/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt @@ -246,7 +246,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.701 seconds) + **Total running time of the script:** (0 minutes 0.711 seconds) .. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py: diff --git a/main/_sources/getting-started/tutorials/05-layer-norm.rst.txt b/main/_sources/getting-started/tutorials/05-layer-norm.rst.txt index 1fc22ad54d63..14f8004587e8 100644 --- a/main/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/main/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -433,35 +433,35 @@ Specifically, one can set :code:`'mode': 'backward'` to benchmark the backward p layer-norm-backward: N Triton Torch - 0 1024.0 114.306981 378.092307 - 1 1536.0 170.666666 444.144584 - 2 2048.0 222.407245 517.389457 - 3 2560.0 274.285711 568.888888 - 4 3072.0 333.610868 609.322328 - 5 3584.0 377.263151 547.872604 - 6 4096.0 549.184373 561.737163 - 7 4608.0 585.142862 567.138460 - 8 5120.0 630.153844 566.267298 - 9 5632.0 682.666686 563.200014 - 10 6144.0 767.999973 562.809189 - 11 6656.0 823.422710 566.468098 - 12 7168.0 855.880586 540.981122 - 13 7680.0 743.225817 546.943612 - 14 8192.0 992.969726 547.654599 - 15 8704.0 720.331044 561.548373 - 16 9216.0 754.894224 565.687967 - 17 9728.0 783.463090 569.443892 - 18 10240.0 795.339817 562.379850 - 19 10752.0 835.106808 553.751076 - 20 11264.0 860.942663 558.545467 - 21 11776.0 861.658551 567.518063 - 22 12288.0 877.714293 572.644636 - 23 12800.0 900.879749 577.443635 - 24 13312.0 948.035594 578.782596 - 25 13824.0 956.126818 578.006963 - 26 14336.0 971.932234 567.762361 - 27 14848.0 981.685953 569.252402 - 28 15360.0 985.668461 579.622631 + 0 1024.0 89.693434 378.092307 + 1 1536.0 160.278257 449.560983 + 2 2048.0 218.453337 517.389457 + 3 2560.0 262.004261 574.205608 + 4 3072.0 305.925309 614.400016 + 5 3584.0 430.080011 547.872604 + 6 4096.0 484.256150 561.737163 + 7 4608.0 564.244916 567.138460 + 8 5120.0 599.414623 568.888888 + 9 5632.0 634.591530 563.200014 + 10 6144.0 604.327881 562.809189 + 11 6656.0 703.718072 566.468098 + 12 7168.0 703.607365 540.981122 + 13 7680.0 903.529428 548.571433 + 14 8192.0 978.149241 549.184373 + 15 8704.0 722.823558 561.548373 + 16 9216.0 760.082464 565.687967 + 17 9728.0 788.756722 570.836186 + 18 10240.0 797.922109 563.669722 + 19 10752.0 837.818215 553.751076 + 20 11264.0 860.942663 559.701851 + 21 11776.0 864.293612 567.518063 + 22 12288.0 882.970030 571.534916 + 23 12800.0 908.875706 577.443635 + 24 13312.0 950.857150 578.782596 + 25 13824.0 958.890212 578.006963 + 26 14336.0 971.932234 568.700819 + 27 14848.0 984.397813 569.252402 + 28 15360.0 996.324340 579.622631 29 15872.0 984.310059 580.682936 @@ -477,7 +477,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 28.854 seconds) + **Total running time of the script:** (0 minutes 29.261 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/main/_sources/getting-started/tutorials/06-fused-attention.rst.txt b/main/_sources/getting-started/tutorials/06-fused-attention.rst.txt index 2b7c475a9d00..d39b426f7d49 100644 --- a/main/_sources/getting-started/tutorials/06-fused-attention.rst.txt +++ b/main/_sources/getting-started/tutorials/06-fused-attention.rst.txt @@ -66,25 +66,25 @@ Extra Credits: TMA benchmarks will be running with experimental grid constant TMA descriptor. fused-attention-batch4-head32-d64-fwd-causal=True: N_CTX Triton [FP16] Triton [FP8] - 0 1024.0 111.406242 85.497127 - 1 2048.0 135.870677 107.970591 - 2 4096.0 151.856437 119.294043 - 3 8192.0 161.461468 127.071405 - 4 16384.0 166.480201 130.191948 + 0 1024.0 111.823421 85.415918 + 1 2048.0 135.991762 107.802611 + 2 4096.0 150.295044 119.471907 + 3 8192.0 161.030792 127.431975 + 4 16384.0 166.738730 130.575881 fused-attention-batch4-head32-d64-fwd-causal=False: N_CTX Triton [FP16] Triton [FP8] - 0 1024.0 155.899147 116.691920 - 1 2048.0 165.857696 127.266402 - 2 4096.0 169.970835 126.613035 - 3 8192.0 171.327542 129.561610 - 4 16384.0 173.548061 128.970245 + 0 1024.0 155.508741 116.512277 + 1 2048.0 170.405156 126.730976 + 2 4096.0 170.590906 126.737069 + 3 8192.0 173.465947 129.417937 + 4 16384.0 176.471665 130.148556 fused-attention-batch4-head32-d64-bwd-causal=True: N_CTX Triton [FP16] Triton [FP8] - 0 1024.0 44.234156 44.252200 - 1 2048.0 54.996447 54.957558 - 2 4096.0 62.289235 62.337693 - 3 8192.0 66.385265 66.406614 - 4 16384.0 68.484114 68.291153 + 0 1024.0 36.214956 36.235888 + 1 2048.0 44.415993 44.480760 + 2 4096.0 49.621528 49.643552 + 3 8192.0 52.697432 52.663317 + 4 16384.0 54.323490 54.191342 @@ -984,7 +984,7 @@ Extra Credits: .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 50.856 seconds) + **Total running time of the script:** (0 minutes 51.907 seconds) .. _sphx_glr_download_getting-started_tutorials_06-fused-attention.py: diff --git a/main/_sources/getting-started/tutorials/07-extern-functions.rst.txt b/main/_sources/getting-started/tutorials/07-extern-functions.rst.txt index c0301a3932bf..db58ede19ffe 100644 --- a/main/_sources/getting-started/tutorials/07-extern-functions.rst.txt +++ b/main/_sources/getting-started/tutorials/07-extern-functions.rst.txt @@ -173,7 +173,7 @@ We can also customize the libdevice library path by passing the path to the `lib .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.228 seconds) + **Total running time of the script:** (0 minutes 0.229 seconds) .. _sphx_glr_download_getting-started_tutorials_07-extern-functions.py: diff --git a/main/_sources/getting-started/tutorials/08-grouped-gemm.rst.txt b/main/_sources/getting-started/tutorials/08-grouped-gemm.rst.txt index 256c6b92fd0f..c602e4bd3445 100644 --- a/main/_sources/getting-started/tutorials/08-grouped-gemm.rst.txt +++ b/main/_sources/getting-started/tutorials/08-grouped-gemm.rst.txt @@ -39,10 +39,10 @@ of gemms. The scheduling is static and we do it on device. group-gemm-performance: N cuBLAS Triton - 0 128.0 0.021504 0.012288 + 0 128.0 0.020480 0.012288 1 256.0 0.023552 0.015360 - 2 512.0 0.033792 0.020480 - 3 1024.0 0.072704 0.069632 + 2 512.0 0.032768 0.020480 + 3 1024.0 0.071680 0.068608 @@ -337,7 +337,7 @@ of gemms. The scheduling is static and we do it on device. .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 3.439 seconds) + **Total running time of the script:** (0 minutes 3.519 seconds) .. _sphx_glr_download_getting-started_tutorials_08-grouped-gemm.py: diff --git a/main/_sources/getting-started/tutorials/09-persistent-matmul.rst.txt b/main/_sources/getting-started/tutorials/09-persistent-matmul.rst.txt index a1898b0ef79f..61a2d33fd1e4 100644 --- a/main/_sources/getting-started/tutorials/09-persistent-matmul.rst.txt +++ b/main/_sources/getting-started/tutorials/09-persistent-matmul.rst.txt @@ -49,15 +49,15 @@ Note that currently this tutorial will fail on devices with a small shared memor TMA benchmarks will be running with experimental grid constant TMA descriptor. M=32, N=32, K=32 verification naive vs: torch: βœ… cublas: βœ… persistent: βœ… M=8192, N=8192, K=512 verification naive vs: torch: βœ… cublas: βœ… persistent: βœ… - 175.485 5482.349 ROOT + 175.765 5473.633 ROOT β”œβ”€ nan 0.050 _ZN2at6native18elementwise_kernelILi128ELi4EZNS0_22gpu_kernel_impl_nocastIZZZNS0_23direct_copy_kernel_cudaERNS_18TensorIteratorBaseEENKUlvE1_clEvENKUlvE8_clEvEUlN3c104HalfEE_EEvS4_RKT_EUliE_EEviT1_ β”œβ”€ nan 0.046 _ZN2at6native54_GLOBAL__N__d8ceb000_21_DistributionNormal_cu_0c5b6e8543distribution_elementwise_grid_stride_kernelIfLi4EZNS0_9templates4cuda20normal_and_transformIN3c104HalfEfPNS_17CUDAGeneratorImplEZZZNS4_13normal_kernelIS9_EEvRKNS_10TensorBaseEddT_ENKUlvE_clEvENKUlvE1_clEvEUlfE_EEvRNS_18TensorIteratorBaseET1_T2_EUlP24curandStatePhilox4_32_10E0_ZNS1_27distribution_nullary_kernelIS7_f6float4S9_SO_SH_EEvSJ_SL_RKT3_T4_EUlifE_EEviNS_15PhiloxCudaStateESK_SL_ - β”œβ”€ 177.044 4269.646 cublas [M=8192, N=8192, K=512] - β”‚ └─ nan 4269.646 ampere_fp16_s16816gemm_fp16_128x128_ldg8_f2f_stages_32x5_tn - β”œβ”€ 163.592 420.067 matmul_kernel [M=8192, N=8192, K=512] - β”œβ”€ 169.025 406.563 matmul_kernel_persistent [M=8192, N=8192, K=512] - └─ 178.040 385.977 torch [M=8192, N=8192, K=512] - └─ nan 385.977 ampere_fp16_s16816gemm_fp16_128x128_ldg8_f2f_stages_32x5_tn + β”œβ”€ 177.309 4263.260 cublas [M=8192, N=8192, K=512] + β”‚ └─ nan 4263.260 ampere_fp16_s16816gemm_fp16_128x128_ldg8_f2f_stages_32x5_tn + β”œβ”€ 164.106 418.752 matmul_kernel [M=8192, N=8192, K=512] + β”œβ”€ 168.598 407.593 matmul_kernel_persistent [M=8192, N=8192, K=512] + └─ 178.989 383.932 torch [M=8192, N=8192, K=512] + └─ nan 383.932 ampere_fp16_s16816gemm_fp16_128x128_ldg8_f2f_stages_32x5_tn @@ -757,7 +757,7 @@ Note that currently this tutorial will fail on devices with a small shared memor .. rst-class:: sphx-glr-timing - **Total running time of the script:** (1 minutes 3.655 seconds) + **Total running time of the script:** (1 minutes 4.128 seconds) .. _sphx_glr_download_getting-started_tutorials_09-persistent-matmul.py: diff --git a/main/_sources/getting-started/tutorials/10-block-scaled-matmul.rst.txt b/main/_sources/getting-started/tutorials/10-block-scaled-matmul.rst.txt index 74b22fc26d2a..c4ae1e9d196a 100644 --- a/main/_sources/getting-started/tutorials/10-block-scaled-matmul.rst.txt +++ b/main/_sources/getting-started/tutorials/10-block-scaled-matmul.rst.txt @@ -377,7 +377,7 @@ For more detailed information on the scale factor layout, see .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.012 seconds) + **Total running time of the script:** (0 minutes 0.011 seconds) .. _sphx_glr_download_getting-started_tutorials_10-block-scaled-matmul.py: diff --git a/main/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/main/_sources/getting-started/tutorials/sg_execution_times.rst.txt index a13fb71bfcd4..1788ffd43f07 100644 --- a/main/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/main/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**05:11.317** total execution time for 10 files **from getting-started/tutorials**: +**05:12.613** total execution time for 10 files **from getting-started/tutorials**: .. container:: @@ -33,32 +33,32 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) - - 02:13.048 + - 02:13.353 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_09-persistent-matmul.py` (``09-persistent-matmul.py``) - - 01:03.655 + - 01:04.128 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) - - 00:50.856 + - 00:51.907 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) - - 00:28.854 + - 00:29.261 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) - - 00:23.218 + - 00:23.191 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) - - 00:07.306 + - 00:06.304 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_08-grouped-gemm.py` (``08-grouped-gemm.py``) - - 00:03.439 + - 00:03.519 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) - - 00:00.701 + - 00:00.711 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_07-extern-functions.py` (``07-extern-functions.py``) - - 00:00.228 + - 00:00.229 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_10-block-scaled-matmul.py` (``10-block-scaled-matmul.py``) - - 00:00.012 + - 00:00.011 - 0.0 diff --git a/main/_sources/sg_execution_times.rst.txt b/main/_sources/sg_execution_times.rst.txt index 2479d6c0fd48..d449b89ed03e 100644 --- a/main/_sources/sg_execution_times.rst.txt +++ b/main/_sources/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**05:11.317** total execution time for 10 files **from all galleries**: +**05:12.613** total execution time for 10 files **from all galleries**: .. container:: @@ -33,32 +33,32 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``../python/tutorials/03-matrix-multiplication.py``) - - 02:13.048 + - 02:13.353 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_09-persistent-matmul.py` (``../python/tutorials/09-persistent-matmul.py``) - - 01:03.655 + - 01:04.128 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``../python/tutorials/06-fused-attention.py``) - - 00:50.856 + - 00:51.907 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``../python/tutorials/05-layer-norm.py``) - - 00:28.854 + - 00:29.261 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``../python/tutorials/02-fused-softmax.py``) - - 00:23.218 + - 00:23.191 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``../python/tutorials/01-vector-add.py``) - - 00:07.306 + - 00:06.304 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_08-grouped-gemm.py` (``../python/tutorials/08-grouped-gemm.py``) - - 00:03.439 + - 00:03.519 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``../python/tutorials/04-low-memory-dropout.py``) - - 00:00.701 + - 00:00.711 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_07-extern-functions.py` (``../python/tutorials/07-extern-functions.py``) - - 00:00.228 + - 00:00.229 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_10-block-scaled-matmul.py` (``../python/tutorials/10-block-scaled-matmul.py``) - - 00:00.012 + - 00:00.011 - 0.0 diff --git a/main/getting-started/tutorials/01-vector-add.html b/main/getting-started/tutorials/01-vector-add.html index 4fbc0206d986..7d3d79a7df85 100644 --- a/main/getting-started/tutorials/01-vector-add.html +++ b/main/getting-started/tutorials/01-vector-add.html @@ -240,7 +240,7 @@

Benchmark
vector-add-performance:
            size       Triton        Torch
-0        4096.0     9.600000     8.000000
+0        4096.0     8.000000     9.600000
 1        8192.0    15.999999    15.999999
 2       16384.0    31.999999    31.999999
 3       32768.0    63.999998    63.999998
@@ -249,16 +249,16 @@ 

BenchmarkTotal running time of the script: (0 minutes 7.306 seconds)

+

Total running time of the script: (0 minutes 6.304 seconds)

-

Total running time of the script: (0 minutes 50.856 seconds)

+

Total running time of the script: (0 minutes 51.907 seconds)