From 58f6d9a5e01063f5f1599a6f2ed43b22350ca63f Mon Sep 17 00:00:00 2001 From: gh-actions-bot Date: Sun, 8 Sep 2024 00:09:45 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- main/.doctrees/environment.pickle | Bin 391864 -> 391864 bytes .../tutorials/01-vector-add.doctree | Bin 28345 -> 28345 bytes .../tutorials/02-fused-softmax.doctree | Bin 45882 -> 45882 bytes .../03-matrix-multiplication.doctree | Bin 71879 -> 71879 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 33835 -> 33835 bytes .../tutorials/05-layer-norm.doctree | Bin 53596 -> 53596 bytes .../tutorials/06-fused-attention.doctree | Bin 62038 -> 62038 bytes .../tutorials/07-extern-functions.doctree | Bin 22063 -> 22063 bytes .../tutorials/08-grouped-gemm.doctree | Bin 30687 -> 30687 bytes .../tutorials/09-persistent-matmul.doctree | Bin 61477 -> 61477 bytes .../tutorials/sg_execution_times.doctree | Bin 19355 -> 19355 bytes main/.doctrees/sg_execution_times.doctree | Bin 19883 -> 19883 bytes .../05-layer-norm.zip | 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Pass `print_data=True` to see the p size Triton Torch 0 4096.0 8.000000 8.000000 1 8192.0 15.999999 15.999999 - 2 16384.0 31.999999 31.999999 + 2 16384.0 38.400001 31.999999 3 32768.0 63.999998 63.999998 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 @@ -240,12 +240,12 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 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 - 11 8388608.0 1424.695621 1404.342820 + 10 4194304.0 1260.307736 1228.800031 + 11 8388608.0 1424.695621 1424.695621 12 16777216.0 1560.380965 1560.380965 13 33554432.0 1631.601649 1624.859540 14 67108864.0 1669.706983 1662.646960 - 15 134217728.0 1684.008546 1678.616907 + 15 134217728.0 1685.813499 1678.616907 @@ -253,7 +253,7 @@ 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 6.723 seconds) + **Total running time of the script:** (0 minutes 6.655 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 b1804a478991..f3e15020367e 100644 --- a/main/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/main/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -330,104 +330,104 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t softmax-performance: N Triton Torch - 0 256.0 479.591087 686.780777 - 1 384.0 606.329385 811.084783 - 2 512.0 759.148903 917.236325 - 3 640.0 784.606674 963.285389 - 4 768.0 878.976622 1012.756900 - 5 896.0 936.982431 1067.047583 - 6 1024.0 993.348041 1109.168311 - 7 1152.0 1102.971819 613.547884 - 8 1280.0 1138.184560 671.634363 - 9 1408.0 1155.897226 724.090333 - 10 1536.0 1191.316485 778.447155 - 11 1664.0 1216.788990 809.628678 - 12 1792.0 1238.494639 858.334953 - 13 1920.0 1253.417042 908.037302 - 14 2048.0 1269.259338 953.436477 - 15 2176.0 1256.971745 975.439013 - 16 2304.0 1273.536301 1011.647880 - 17 2432.0 1293.589320 1052.346948 - 18 2560.0 1300.039855 1087.310601 - 19 2688.0 1313.709434 1098.697721 - 20 2816.0 1321.950869 1127.038728 - 21 2944.0 1321.396901 1167.914567 - 22 3072.0 1352.850905 1180.985293 - 23 3200.0 1350.322541 1194.869292 - 24 3328.0 1356.696780 1220.645876 - 25 3456.0 1370.160685 1247.851511 - 26 3584.0 1376.749220 1261.037051 - 27 3712.0 1387.322807 1265.337871 - 28 3840.0 1384.630822 1298.935824 - 29 3968.0 1392.280764 1312.133859 - 30 4096.0 1395.284741 1327.113740 - 31 4224.0 1333.870054 1157.573503 - 32 4352.0 1334.753963 1177.066793 - 33 4480.0 1354.228198 1183.200907 - 34 4608.0 1361.654589 1196.523793 - 35 4736.0 1356.343469 1199.647767 - 36 4864.0 1376.871385 1222.899944 - 37 4992.0 1368.337785 1238.186815 - 38 5120.0 1375.114021 1252.122355 - 39 5248.0 1371.741881 1254.659695 - 40 5376.0 1377.132400 1286.350160 - 41 5504.0 1374.163119 1296.429048 - 42 5632.0 1383.639491 1315.019705 - 43 5760.0 1394.006823 1323.923430 - 44 5888.0 1395.175890 1339.341988 - 45 6016.0 1398.239767 1356.552649 - 46 6144.0 1407.111343 1375.300442 - 47 6272.0 1414.286270 1376.879531 - 48 6400.0 1416.124408 1390.245667 - 49 6528.0 1413.135628 1396.274773 - 50 6656.0 1421.462948 1400.787411 - 51 6784.0 1405.418965 1413.893064 - 52 6912.0 1429.922242 1425.265663 - 53 7040.0 1420.268859 1431.970540 - 54 7168.0 1426.904234 1436.504632 - 55 7296.0 1428.848471 1439.903310 - 56 7424.0 1429.889980 1442.603892 - 57 7552.0 1427.233875 1454.240622 - 58 7680.0 1433.454680 1460.214321 - 59 7808.0 1429.409941 1466.211424 - 60 7936.0 1439.817454 1466.702774 - 61 8064.0 1435.910645 1471.880026 - 62 8192.0 1440.488795 1482.469613 - 63 8320.0 1385.196502 1403.558392 - 64 8448.0 1381.196296 1405.175146 - 65 8576.0 1394.654387 1392.750587 - 66 8704.0 1389.283047 1400.915735 - 67 8832.0 1381.447123 1404.645393 - 68 8960.0 1400.210307 1411.632670 - 69 9088.0 1409.877714 1415.073481 - 70 9216.0 1406.550586 1426.026518 - 71 9344.0 1398.570404 1423.363447 - 72 9472.0 1394.784036 1431.838719 - 73 9600.0 1396.219370 1432.961948 - 74 9728.0 1400.115561 1443.202285 - 75 9856.0 1413.348391 1442.315923 - 76 9984.0 1401.335040 1451.377582 - 77 10112.0 1412.219870 1452.109506 - 78 10240.0 1420.010313 1467.536831 - 79 10368.0 1413.298436 1463.078903 - 80 10496.0 1413.837933 1469.054667 - 81 10624.0 1410.845223 1465.886907 - 82 10752.0 1401.779613 1470.154689 - 83 10880.0 1399.075895 1483.569163 - 84 11008.0 1415.474194 1475.722004 - 85 11136.0 1422.763130 1482.443433 - 86 11264.0 1428.716004 1486.668993 - 87 11392.0 1416.737929 1486.493588 - 88 11520.0 1421.482944 1496.738310 - 89 11648.0 1423.347027 1500.292973 - 90 11776.0 1430.859961 1501.073525 - 91 11904.0 1443.636709 1505.693946 - 92 12032.0 1429.536656 1508.197570 - 93 12160.0 1420.532604 1508.366363 - 94 12288.0 1439.085584 1392.058470 - 95 12416.0 1446.501558 1390.692311 - 96 12544.0 1441.391276 1391.394575 - 97 12672.0 1446.591091 1393.094678 + 0 256.0 483.504849 705.858619 + 1 384.0 609.909256 819.825104 + 2 512.0 752.501069 924.816481 + 3 640.0 797.672563 963.880055 + 4 768.0 881.726191 1018.420477 + 5 896.0 929.768442 1064.831875 + 6 1024.0 999.494799 1122.001862 + 7 1152.0 1102.558978 614.441742 + 8 1280.0 1142.090409 669.986852 + 9 1408.0 1168.353519 725.768367 + 10 1536.0 1193.606858 780.036253 + 11 1664.0 1211.625586 816.613371 + 12 1792.0 1234.005969 857.585530 + 13 1920.0 1257.909453 907.932932 + 14 2048.0 1279.372923 953.199062 + 15 2176.0 1256.866836 976.941599 + 16 2304.0 1272.111609 1007.991351 + 17 2432.0 1293.568044 1053.980286 + 18 2560.0 1302.443672 1084.044097 + 19 2688.0 1310.543069 1100.064422 + 20 2816.0 1329.550121 1132.845900 + 21 2944.0 1325.106103 1165.101730 + 22 3072.0 1354.263898 1181.937432 + 23 3200.0 1356.768765 1196.734630 + 24 3328.0 1361.569081 1223.640447 + 25 3456.0 1372.260392 1251.372527 + 26 3584.0 1377.824967 1263.990813 + 27 3712.0 1388.452077 1269.160168 + 28 3840.0 1390.195771 1300.371636 + 29 3968.0 1392.128272 1316.642004 + 30 4096.0 1401.440985 1325.993289 + 31 4224.0 1335.750716 1161.324964 + 32 4352.0 1341.910848 1174.716639 + 33 4480.0 1357.279725 1184.106737 + 34 4608.0 1363.505422 1194.268459 + 35 4736.0 1355.972089 1202.458558 + 36 4864.0 1376.545694 1221.469200 + 37 4992.0 1371.193311 1233.980250 + 38 5120.0 1372.928619 1249.661093 + 39 5248.0 1376.524535 1256.566657 + 40 5376.0 1380.404894 1286.955387 + 41 5504.0 1376.185871 1296.784498 + 42 5632.0 1387.308569 1316.781373 + 43 5760.0 1394.788007 1325.776437 + 44 5888.0 1393.254701 1340.097197 + 45 6016.0 1397.522942 1351.778948 + 46 6144.0 1407.036902 1372.097123 + 47 6272.0 1415.862255 1374.950602 + 48 6400.0 1412.979892 1391.500644 + 49 6528.0 1413.225499 1392.287672 + 50 6656.0 1419.501659 1401.350961 + 51 6784.0 1414.210591 1417.375134 + 52 6912.0 1427.230434 1425.416165 + 53 7040.0 1415.621263 1433.818007 + 54 7168.0 1427.284870 1435.603462 + 55 7296.0 1433.278373 1442.232505 + 56 7424.0 1429.853412 1448.062699 + 57 7552.0 1430.825507 1455.662158 + 58 7680.0 1436.538042 1462.944463 + 59 7808.0 1432.563937 1465.515737 + 60 7936.0 1436.234983 1468.974307 + 61 8064.0 1438.197861 1472.449191 + 62 8192.0 1438.820876 1484.991319 + 63 8320.0 1388.828363 1400.923094 + 64 8448.0 1382.080815 1404.912243 + 65 8576.0 1397.828756 1398.077460 + 66 8704.0 1389.103978 1401.588898 + 67 8832.0 1388.464599 1406.114984 + 68 8960.0 1394.242119 1411.884544 + 69 9088.0 1406.154896 1416.931387 + 70 9216.0 1401.332416 1424.186015 + 71 9344.0 1399.101498 1425.765896 + 72 9472.0 1397.400184 1437.613232 + 73 9600.0 1397.414486 1429.620929 + 74 9728.0 1404.383086 1443.278039 + 75 9856.0 1414.338572 1442.781395 + 76 9984.0 1400.183684 1449.253765 + 77 10112.0 1413.006160 1455.536657 + 78 10240.0 1420.935224 1468.628917 + 79 10368.0 1412.594682 1463.525008 + 80 10496.0 1412.404248 1466.541052 + 81 10624.0 1411.253194 1469.755374 + 82 10752.0 1403.887393 1470.905480 + 83 10880.0 1401.058090 1481.231802 + 84 11008.0 1418.032552 1476.656156 + 85 11136.0 1423.022405 1483.522921 + 86 11264.0 1426.833981 1487.372540 + 87 11392.0 1415.976223 1489.733547 + 88 11520.0 1420.858834 1493.378907 + 89 11648.0 1428.996384 1496.158752 + 90 11776.0 1429.987493 1501.891181 + 91 11904.0 1441.947990 1504.710219 + 92 12032.0 1420.270029 1508.437638 + 93 12160.0 1420.123557 1509.548090 + 94 12288.0 1434.772004 1390.825795 + 95 12416.0 1447.592587 1389.969032 + 96 12544.0 1443.655266 1391.978887 + 97 12672.0 1449.629836 1395.389754 @@ -442,7 +442,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 23.295 seconds) + **Total running time of the script:** (0 minutes 23.233 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 7dc9987767bd..d86067a2d7fa 100644 --- a/main/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/main/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -573,33 +573,33 @@ but feel free to arrange this script as you wish to benchmark any other matrix s 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 42.666665 - 4 768.0 768.0 768.0 63.195428 63.195428 - 5 896.0 896.0 896.0 78.051553 87.808000 - 6 1024.0 1024.0 1024.0 110.376426 99.864382 + 4 768.0 768.0 768.0 63.195428 68.056616 + 5 896.0 896.0 896.0 78.051553 93.661869 + 6 1024.0 1024.0 1024.0 104.857603 104.857603 7 1152.0 1152.0 1152.0 135.726544 129.825388 8 1280.0 1280.0 1280.0 157.538463 163.840004 9 1408.0 1408.0 1408.0 155.765024 132.970149 - 10 1536.0 1536.0 1536.0 176.947204 157.286398 + 10 1536.0 1536.0 1536.0 176.947204 153.867127 11 1664.0 1664.0 1664.0 183.651271 179.978245 - 12 1792.0 1792.0 1792.0 172.914215 204.353162 + 12 1792.0 1792.0 1792.0 172.914215 208.137481 13 1920.0 1920.0 1920.0 200.347822 166.554219 14 2048.0 2048.0 2048.0 226.719125 192.841562 - 15 2176.0 2176.0 2176.0 211.827867 211.827867 - 16 2304.0 2304.0 2304.0 231.921091 229.691080 - 17 2432.0 2432.0 2432.0 205.069087 205.069087 - 18 2560.0 2560.0 2560.0 224.438347 222.911566 - 19 2688.0 2688.0 2688.0 199.647657 200.704002 - 20 2816.0 2816.0 2816.0 212.752230 210.696652 - 21 2944.0 2944.0 2944.0 221.493479 223.479969 - 22 3072.0 3072.0 3072.0 208.941345 212.868821 - 23 3200.0 3200.0 3200.0 213.333323 220.689658 - 24 3328.0 3328.0 3328.0 209.277023 209.887165 - 25 3456.0 3456.0 3456.0 214.419058 220.880999 - 26 3584.0 3584.0 3584.0 215.624440 213.069643 - 27 3712.0 3712.0 3712.0 210.310194 217.168134 - 28 3840.0 3840.0 3840.0 209.851994 209.454544 - 29 3968.0 3968.0 3968.0 210.749463 217.511464 - 30 4096.0 4096.0 4096.0 219.668951 220.029067 + 15 2176.0 2176.0 2176.0 211.827867 209.621326 + 16 2304.0 2304.0 2304.0 229.691080 231.921091 + 17 2432.0 2432.0 2432.0 205.069087 202.118452 + 18 2560.0 2560.0 2560.0 224.438347 218.453323 + 19 2688.0 2688.0 2688.0 200.704002 198.602388 + 20 2816.0 2816.0 2816.0 212.752230 207.686706 + 21 2944.0 2944.0 2944.0 220.513412 222.482283 + 22 3072.0 3072.0 3072.0 210.494802 212.868821 + 23 3200.0 3200.0 3200.0 218.430042 219.178074 + 24 3328.0 3328.0 3328.0 209.887165 209.887165 + 25 3456.0 3456.0 3456.0 220.880999 218.486642 + 26 3584.0 3584.0 3584.0 218.772251 215.108588 + 27 3712.0 3712.0 3712.0 208.990259 214.833002 + 28 3840.0 3840.0 3840.0 210.250955 209.851994 + 29 3968.0 3968.0 3968.0 208.945088 217.899880 + 30 4096.0 4096.0 4096.0 220.029067 220.029067 matmul-performance-fp8: M N K Triton 0 256.0 256.0 256.0 3.276800 @@ -610,7 +610,7 @@ but feel free to arrange this script as you wish to benchmark any other matrix s 5 896.0 896.0 896.0 58.538665 6 1024.0 1024.0 1024.0 61.680940 7 1152.0 1152.0 1152.0 80.702267 - 8 1280.0 1280.0 1280.0 99.902441 + 8 1280.0 1280.0 1280.0 102.400003 9 1408.0 1408.0 1408.0 81.369790 10 1536.0 1536.0 1536.0 98.303997 11 1664.0 1664.0 1664.0 115.370671 @@ -620,19 +620,19 @@ but feel free to arrange this script as you wish to benchmark any other matrix s 15 2176.0 2176.0 2176.0 120.500882 16 2304.0 2304.0 2304.0 134.959733 17 2432.0 2432.0 2432.0 132.521057 - 18 2560.0 2560.0 2560.0 146.285712 - 19 2688.0 2688.0 2688.0 117.439807 + 18 2560.0 2560.0 2560.0 145.635558 + 19 2688.0 2688.0 2688.0 118.171514 20 2816.0 2816.0 2816.0 128.655484 - 21 2944.0 2944.0 2944.0 139.988852 + 21 2944.0 2944.0 2944.0 138.819031 22 3072.0 3072.0 3072.0 144.079147 - 23 3200.0 3200.0 3200.0 139.737993 - 24 3328.0 3328.0 3328.0 131.852184 - 25 3456.0 3456.0 3456.0 139.725414 - 26 3584.0 3584.0 3584.0 148.620481 - 27 3712.0 3712.0 3712.0 141.698358 - 28 3840.0 3840.0 3840.0 137.895263 - 29 3968.0 3968.0 3968.0 147.016795 - 30 4096.0 4096.0 4096.0 154.985826 + 23 3200.0 3200.0 3200.0 139.433550 + 24 3328.0 3328.0 3328.0 130.893266 + 25 3456.0 3456.0 3456.0 138.287420 + 26 3584.0 3584.0 3584.0 149.113421 + 27 3712.0 3712.0 3712.0 142.303911 + 28 3840.0 3840.0 3840.0 137.723536 + 29 3968.0 3968.0 3968.0 147.194128 + 30 4096.0 4096.0 4096.0 154.807064 @@ -640,7 +640,7 @@ 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 17.342 seconds) + **Total running time of the script:** (2 minutes 17.240 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 a78ddcef7d17..c755fbdf2f1e 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 @@ -114,7 +114,7 @@ Let's first take a look at the baseline implementation. .. code-block:: none - /home/runner/_work/triton/triton/python/triton/language/semantic.py:1502: UserWarning: tl.where with a non-boolean condition is deprecated and will error out in a future triton release. Got int32 + /home/runner/_work/triton/triton/python/triton/language/semantic.py:1506: UserWarning: tl.where with a non-boolean condition is deprecated and will error out in a future triton release. Got int32 warnings.warn( --------- ------- --------- -------- -------- -------- -------- -------- -------- --------- --------- input 1.541 -0.293429 -2.17879 0.568431 -1.08452 -1.3986 0.403347 0.838026 -0.719258 -0.403344 @@ -244,7 +244,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 0.703 seconds) + **Total running time of the script:** (0 minutes 0.709 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 7194df3ee4a3..6d7bb122e579 100644 --- a/main/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/main/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -432,35 +432,35 @@ Specifically, one can set :code:`'mode': 'backward'` to benchmark the backward p layer-norm-backward: N Triton Torch 0 1024.0 120.470590 378.092307 - 1 1536.0 183.402983 444.144584 - 2 2048.0 244.537310 517.389457 - 3 2560.0 305.671638 568.888888 - 4 3072.0 363.192112 609.322328 - 5 3584.0 434.424255 547.872604 - 6 4096.0 493.989945 561.737163 - 7 4608.0 552.960014 570.061876 - 8 5120.0 593.623175 566.267298 - 9 5632.0 707.685867 563.200014 - 10 6144.0 788.534769 562.809189 - 11 6656.0 768.000009 566.468098 - 12 7168.0 823.119596 540.981122 - 13 7680.0 959.999966 546.943612 - 14 8192.0 987.979890 547.654599 - 15 8704.0 703.353556 561.548373 - 16 9216.0 744.727294 565.687967 + 1 1536.0 177.230771 444.144584 + 2 2048.0 246.994973 517.389457 + 3 2560.0 305.671638 574.205608 + 4 3072.0 370.492459 614.400016 + 5 3584.0 423.724131 547.872604 + 6 4096.0 491.520012 561.737163 + 7 4608.0 594.580630 573.015544 + 8 5120.0 623.756341 568.888888 + 9 5632.0 682.666686 563.200014 + 10 6144.0 862.315754 562.809189 + 11 6656.0 815.020435 566.468098 + 12 7168.0 961.072652 540.981122 + 13 7680.0 965.026182 548.571433 + 14 8192.0 998.010146 548.418419 + 15 8704.0 705.729699 561.548373 + 16 9216.0 747.243211 567.138460 17 9728.0 773.086092 570.836186 - 18 10240.0 780.190446 562.379850 - 19 10752.0 806.400020 553.751076 - 20 11264.0 826.715629 559.701851 - 21 11776.0 816.832403 567.518063 - 22 12288.0 840.205140 572.644636 + 18 10240.0 782.675148 563.669722 + 19 10752.0 806.400020 554.941947 + 20 11264.0 829.251512 559.701851 + 21 11776.0 821.581395 568.659959 + 22 12288.0 842.605744 572.644636 23 12800.0 865.352121 578.531044 - 24 13312.0 907.636357 579.833026 - 25 13824.0 906.491821 579.015709 + 24 13312.0 912.822890 579.833026 + 25 13824.0 908.975307 579.015709 26 14336.0 934.956501 569.642383 27 14848.0 947.744653 570.163213 - 28 15360.0 955.025907 580.535429 - 29 15872.0 935.941000 581.569482 + 28 15360.0 957.506513 580.535429 + 29 15872.0 938.246290 581.569482 @@ -475,7 +475,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 29.065 seconds) + **Total running time of the script:** (0 minutes 28.943 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 51084a40e08a..a3f90e1c0c6d 100644 --- a/main/_sources/getting-started/tutorials/06-fused-attention.rst.txt +++ b/main/_sources/getting-started/tutorials/06-fused-attention.rst.txt @@ -63,25 +63,25 @@ Extra Credits: fused-attention-batch4-head32-d64-fwd-causal=True: N_CTX Triton [FP16] Triton [FP8] - 0 1024.0 113.859974 93.938800 - 1 2048.0 141.072070 110.662836 - 2 4096.0 155.926862 124.196278 - 3 8192.0 167.929612 131.556703 - 4 16384.0 172.979563 135.667687 + 0 1024.0 114.520250 93.979997 + 1 2048.0 141.497268 110.890806 + 2 4096.0 156.485632 124.438908 + 3 8192.0 167.606288 131.898984 + 4 16384.0 174.883649 135.416744 fused-attention-batch4-head32-d64-fwd-causal=False: N_CTX Triton [FP16] Triton [FP8] - 0 1024.0 158.442010 128.384307 - 1 2048.0 167.666420 127.308072 - 2 4096.0 172.429786 135.101756 - 3 8192.0 174.291047 136.176973 - 4 16384.0 169.927793 136.138558 + 0 1024.0 158.443284 129.022867 + 1 2048.0 169.510773 127.448620 + 2 4096.0 170.796126 129.949506 + 3 8192.0 173.925536 135.619699 + 4 16384.0 176.713087 135.513582 fused-attention-batch4-head32-d64-bwd-causal=True: N_CTX Triton [FP16] Triton [FP8] - 0 1024.0 73.007901 71.783846 - 1 2048.0 97.114761 97.001220 - 2 4096.0 114.801855 114.816589 - 3 8192.0 122.136867 126.480294 - 4 16384.0 128.858808 133.041972 + 0 1024.0 73.009913 72.045073 + 1 2048.0 96.163217 96.156390 + 2 4096.0 114.970261 114.891537 + 3 8192.0 126.472846 125.482570 + 4 16384.0 132.178868 131.264283 @@ -725,7 +725,7 @@ Extra Credits: .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 53.443 seconds) + **Total running time of the script:** (0 minutes 54.607 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 ec1bfa072c7e..691410040692 100644 --- a/main/_sources/getting-started/tutorials/07-extern-functions.rst.txt +++ b/main/_sources/getting-started/tutorials/07-extern-functions.rst.txt @@ -169,7 +169,7 @@ 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 0.231 seconds) + **Total running time of the script:** (0 minutes 0.228 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 73ba5edcec35..a3364265551b 100644 --- a/main/_sources/getting-started/tutorials/08-grouped-gemm.rst.txt +++ b/main/_sources/getting-started/tutorials/08-grouped-gemm.rst.txt @@ -40,9 +40,9 @@ of gemms. The scheduling is static and we do it on device. group-gemm-performance: N cuBLAS Triton 0 128.0 0.021504 0.014336 - 1 256.0 0.023552 0.019456 - 2 512.0 0.033792 0.027648 - 3 1024.0 0.072704 0.088064 + 1 256.0 0.023552 0.018432 + 2 512.0 0.032768 0.027648 + 3 1024.0 0.071680 0.088064 @@ -336,7 +336,7 @@ 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 3.446 seconds) + **Total running time of the script:** (0 minutes 3.528 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 a9da38e02263..16e91f18a849 100644 --- a/main/_sources/getting-started/tutorials/09-persistent-matmul.rst.txt +++ b/main/_sources/getting-started/tutorials/09-persistent-matmul.rst.txt @@ -652,7 +652,7 @@ Users can pass command-line arguments to specify matrix dimensions and iteration .. rst-class:: sphx-glr-timing - **Total running time of the script:** (0 minutes 1.849 seconds) + **Total running time of the script:** (0 minutes 1.872 seconds) .. _sphx_glr_download_getting-started_tutorials_09-persistent-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 39757590b895..642010f83f7e 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 ================= -**04:16.096** total execution time for 9 files **from getting-started/tutorials**: +**04:17.017** total execution time for 9 files **from getting-started/tutorials**: .. container:: @@ -33,29 +33,29 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) - - 02:17.342 + - 02:17.240 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) - - 00:53.443 + - 00:54.607 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) - - 00:29.065 + - 00:28.943 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) - - 00:23.295 + - 00:23.233 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) - - 00:06.723 + - 00:06.655 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_08-grouped-gemm.py` (``08-grouped-gemm.py``) - - 00:03.446 + - 00:03.528 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_09-persistent-matmul.py` (``09-persistent-matmul.py``) - - 00:01.849 + - 00:01.872 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) - - 00:00.703 + - 00:00.709 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_07-extern-functions.py` (``07-extern-functions.py``) - - 00:00.231 + - 00:00.228 - 0.0 diff --git a/main/_sources/sg_execution_times.rst.txt b/main/_sources/sg_execution_times.rst.txt index 8e43dddbdee1..fccacf2d72f7 100644 --- a/main/_sources/sg_execution_times.rst.txt +++ b/main/_sources/sg_execution_times.rst.txt @@ -6,7 +6,7 @@ Computation times ================= -**04:16.096** total execution time for 9 files **from all galleries**: +**04:17.017** total execution time for 9 files **from all galleries**: .. container:: @@ -33,29 +33,29 @@ Computation times - Time - Mem (MB) * - :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``../python/tutorials/03-matrix-multiplication.py``) - - 02:17.342 + - 02:17.240 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``../python/tutorials/06-fused-attention.py``) - - 00:53.443 + - 00:54.607 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``../python/tutorials/05-layer-norm.py``) - - 00:29.065 + - 00:28.943 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``../python/tutorials/02-fused-softmax.py``) - - 00:23.295 + - 00:23.233 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``../python/tutorials/01-vector-add.py``) - - 00:06.723 + - 00:06.655 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_08-grouped-gemm.py` (``../python/tutorials/08-grouped-gemm.py``) - - 00:03.446 + - 00:03.528 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_09-persistent-matmul.py` (``../python/tutorials/09-persistent-matmul.py``) - - 00:01.849 + - 00:01.872 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``../python/tutorials/04-low-memory-dropout.py``) - - 00:00.703 + - 00:00.709 - 0.0 * - :ref:`sphx_glr_getting-started_tutorials_07-extern-functions.py` (``../python/tutorials/07-extern-functions.py``) - - 00:00.231 + - 00:00.228 - 0.0 diff --git a/main/getting-started/tutorials/01-vector-add.html b/main/getting-started/tutorials/01-vector-add.html index 09dab3b0b43e..10503a35db2b 100644 --- a/main/getting-started/tutorials/01-vector-add.html +++ b/main/getting-started/tutorials/01-vector-add.html @@ -243,7 +243,7 @@

    BenchmarkTotal running time of the script: (0 minutes 6.723 seconds)

    +

    Total running time of the script: (0 minutes 6.655 seconds)