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202204_OneFlow_Compare_Master_DLPerf_Test_Result #20

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github-actions bot opened this issue Apr 1, 2022 · 18 comments
Open

202204_OneFlow_Compare_Master_DLPerf_Test_Result #20

github-actions bot opened this issue Apr 1, 2022 · 18 comments

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github-actions bot commented Apr 1, 2022

202204_OneFlow_Compare_Master_DLPerf_Test_Result
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github-actions bot commented Apr 1, 2022

  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 346.16 350.67
Y Memory 26938 MiB 26938 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 1481.04 1498.63
Y Memory 23008 MiB 23006 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 397.25 398.72
Y Memory 23150 MiB 23150 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 1487.48 1467.91
Y Memory 23776 MiB 23790 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 395.63 395.4
Y Memory 23808 MiB 23846 MiB
Check ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 1414.043 1425.143
Y Memory 23118 MiB 23118 MiB
Check ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 385.235 387.144
Y Memory 22762 MiB 22720 MiB
Check ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 1409.877 1419.381
Y Memory 23892 MiB 23892 MiB
Check ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 380.998 383.298
N Memory 23438 MiB 23488 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 303.633 303.531
Y Memory 5392 MiB 5392 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 4.073 4.083
Y Memory 1802 MiB 1802 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 122.138 121.552
Y Memory 3518 MiB 3518 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 164.095 161.507
Y Memory 4778 MiB 4778 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 1.319 1.495
Y Memory 1510 MiB 1508 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 7b8a03e(20220401) cdae64a(20220331)
Y Throughput 96.792 92.857
Y Memory 3138 MiB 3138 MiB

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github-actions bot commented Apr 4, 2022

  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 351.72 353.01
Y Memory 26938 MiB 26938 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 1489.39 1492.13
Y Memory 23006 MiB 23006 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 399.83 400.96
N Memory 23096 MiB 23150 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 1461.82 1476.12
Y Memory 23778 MiB 23800 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 398.64 399.8
Y Memory 23868 MiB 23908 MiB
Check ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 1440.769 1455.397
Y Memory 23118 MiB 23118 MiB
Check ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 386.694 392.063
N Memory 22772 MiB 22696 MiB
Check ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 1422.544 1419.491
Y Memory 23918 MiB 23900 MiB
Check ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 382.368 389.121
Y Memory 23452 MiB 23464 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 304.053 302.643
Y Memory 5392 MiB 5392 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 4.093 4.089
Y Memory 1802 MiB 1802 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 123.219 125.173
Y Memory 3518 MiB 3518 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 160.802 161.996
N Memory 4778 MiB 4268 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 1.492 1.413
Y Memory 1510 MiB 1508 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g ded23a5(20220404) 018364902(20220403)
Y Throughput 90.425 90.999
Y Memory 3138 MiB 3138 MiB

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github-actions bot commented Apr 5, 2022

  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 347.43 351.72
Y Memory 26938 MiB 26938 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 1488.57 1489.39
Y Memory 23006 MiB 23006 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 399.19 399.83
N Memory 23150 MiB 23096 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 1487.28 1461.82
Y Memory 23812 MiB 23778 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 397.37 398.64
Y Memory 23872 MiB 23868 MiB
Check ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 1404.726 1440.769
Y Memory 23118 MiB 23118 MiB
Check ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 386.763 386.694
Y Memory 22748 MiB 22772 MiB
Check ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 1406.586 1422.544
Y Memory 23884 MiB 23918 MiB
Check ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 385.759 382.368
Y Memory 23464 MiB 23452 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 304.228 304.053
Y Memory 5392 MiB 5392 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 4.172 4.093
Y Memory 1802 MiB 1802 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 122.472 123.219
Y Memory 3518 MiB 3518 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 160.609 160.802
N Memory 4268 MiB 4778 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 1.501 1.492
Y Memory 1508 MiB 1510 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 14efa94(20220405) ded23a5(20220404)
Y Throughput 95.694 90.425
Y Memory 3138 MiB 3138 MiB

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github-actions bot commented Apr 8, 2022

  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 58d91ed(20220408) c688b5447(20220407)
Y Throughput 344.51 351.68
Y Memory 26938 MiB 26938 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 58d91ed(20220408) cbaa81db(20220407)
Y Throughput 317.24 317.65
Y Memory 27370 MiB 27370 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 58d91ed(20220408) c688b5447(20220407)
Y Throughput 1487.91 1498.43
Y Memory 23006 MiB 23006 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 58d91ed(20220408) cbaa81db(20220407)
Y Throughput 1327.58 1319.92
Y Memory 24104 MiB 24104 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 58d91ed(20220408) c688b5447(20220407)
Y Throughput 397.42 400.72
Y Memory 23172 MiB 23150 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 58d91ed(20220408) cbaa81db(20220407)
Y Throughput 389.09 390.24
Y Memory 24178 MiB 24196 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 58d91ed(20220408) c688b5447(20220407)
Y Throughput 1485.62 1485.36
Y Memory 23790 MiB 23794 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 58d91ed(20220408) cbaa81db(20220407)
Y Throughput 1325.07 1328.61
Y Memory 24880 MiB 24878 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 58d91ed(20220408) c688b5447(20220407)
Y Throughput 393.01 396.56
Y Memory 23814 MiB 23834 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 58d91ed(20220408) cbaa81db(20220407)
Y Throughput 384.41 380.25
Y Memory 24934 MiB 24982 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g dda8bdd0(20220408) c688b5447(20220407)
Y Throughput 303.765 304.808
Y Memory 5392 MiB 5392 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g dda8bdd0(20220408) c688b5447(20220407)
Y Throughput 4.152 4.147
Y Memory 1802 MiB 1802 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g dda8bdd0(20220408) c688b5447(20220407)
Y Throughput 123.07 122.549
Y Memory 3518 MiB 3518 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g dda8bdd0(20220408) c688b5447(20220407)
Y Throughput 164.442 170.677
N Memory 4268 MiB 4650 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g dda8bdd0(20220408) c688b5447(20220407)
Y Throughput 1.533 1.484
Y Memory 1510 MiB 1508 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g dda8bdd0(20220408) c688b5447(20220407)
Y Throughput 93.23 91.693
N Memory 3138 MiB 2882 MiB

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github-actions bot commented Apr 9, 2022

  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 349.46 344.51
Y Memory 26938 MiB 26938 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 318.9 317.24
Y Memory 27370 MiB 27370 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 1485.68 1487.91
Y Memory 23006 MiB 23006 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 1315.21 1327.58
Y Memory 24104 MiB 24104 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 399.13 397.42
Y Memory 23158 MiB 23172 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 389.11 389.09
N Memory 24238 MiB 24178 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 1484.33 1485.62
Y Memory 23796 MiB 23790 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 1365.56 1325.07
Y Memory 24890 MiB 24880 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 397.04 393.01
Y Memory 23830 MiB 23814 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 3932e1636(20220409) 58d91ed(20220408)
Y Throughput 385.18 384.41
Y Memory 24974 MiB 24934 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 3932e1636(20220409) dda8bdd0(20220408)
Y Throughput 303.404 303.765
Y Memory 5392 MiB 5392 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 3932e1636(20220409) dda8bdd0(20220408)
Y Throughput 4.143 4.152
Y Memory 1802 MiB 1802 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3932e1636(20220409) dda8bdd0(20220408)
Y Throughput 117.934 123.07
Y Memory 3518 MiB 3518 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 3932e1636(20220409) dda8bdd0(20220408)
Y Throughput 163.197 164.442
N Memory 4778 MiB 4268 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 3932e1636(20220409) dda8bdd0(20220408)
Y Throughput 1.503 1.533
Y Memory 1508 MiB 1510 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3932e1636(20220409) dda8bdd0(20220408)
Y Throughput 89.621 93.23
Y Memory 3138 MiB 3138 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 354.5 349.46
Y Memory 26938 MiB 26938 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 9c7d1a99c(20220410) 3932e1636(20220409)
Y Throughput 319.6 318.9
Y Memory 27370 MiB 27370 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 1499.23 1485.68
Y Memory 23006 MiB 23006 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 9c7d1a99c(20220410) 3932e1636(20220409)
Y Throughput 1320.82 1315.21
Y Memory 24084 MiB 24104 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 405.13 399.13
Y Memory 23150 MiB 23158 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 9c7d1a99c(20220410) 3932e1636(20220409)
Y Throughput 389.87 389.11
Y Memory 24228 MiB 24238 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 1479.92 1484.33
Y Memory 23758 MiB 23796 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 9c7d1a99c(20220410) 3932e1636(20220409)
Y Throughput 1369.98 1365.56
Y Memory 24906 MiB 24890 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 405.89 397.04
N Memory 23888 MiB 23830 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 9c7d1a99c(20220410) 3932e1636(20220409)
Y Throughput 382.17 385.18
N Memory 24896 MiB 24974 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 301.613 303.404
Y Memory 5392 MiB 5392 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 4.15 4.143
Y Memory 1802 MiB 1802 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 118.264 117.934
Y Memory 3518 MiB 3518 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 163.018 163.197
N Memory 4650 MiB 4778 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 1.513 1.503
Y Memory 1508 MiB 1508 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g d4409c110(20220410) 3932e1636(20220409)
Y Throughput 94.4 89.621
N Memory 2882 MiB 3138 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 318.83 317.98
Y Memory 26988 MiB 26988 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 295.38 294.88
Y Memory 27420 MiB 27420 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 1521.86 1513.27
Y Memory 22902 MiB 22902 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 1333.38 1333.3
Y Memory 24000 MiB 23980 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 386.41 385.41
N Memory 23074 MiB 23018 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 379.74 379.53
N Memory 24060 MiB 24114 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 1460.91 1493.58
Y Memory 23672 MiB 23700 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 1326.88 1328.18
Y Memory 24772 MiB 24762 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 384.71 383.45
Y Memory 23736 MiB 23706 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 371.56 365.28
N Memory 24800 MiB 24872 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 301.521 301.914
Y Memory 5354 MiB 5354 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 41.553 41.24
Y Memory 2628 MiB 2628 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 4.162 4.114
Y Memory 1764 MiB 1764 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 6.533 6.416
Y Memory 2178 MiB 2178 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 119.628 117.314
Y Memory 3480 MiB 3480 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 21.212 21.285
Y Memory 2398 MiB 2398 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 167.674 174.506
Y Memory 4740 MiB 4740 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 21.514 21.642
Y Memory 2881 MiB 2881 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 1.484 1.494
Y Memory 1470 MiB 1470 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 3.649 3.829
Y Memory 2099 MiB 2099 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g c5eca53(20220413) c5eca53(20220412)
Y Throughput 91.998 89.595
N Memory 3100 MiB 3036 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g c5eca53(20220413) c5eca53(20220412)
Y Throughput 12.451 12.65
Y Memory 2487 MiB 2479 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 319.62 318.83
Y Memory 26988 MiB 26988 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 296.44 295.38
Y Memory 27420 MiB 27420 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 1518.89 1521.86
Y Memory 22902 MiB 22902 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 1333.38 1333.38
Y Memory 24040 MiB 24000 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 386.38 386.41
Y Memory 23046 MiB 23074 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 378.67 379.74
Y Memory 24096 MiB 24060 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 1491.13 1460.91
Y Memory 23662 MiB 23672 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 1331.57 1326.88
Y Memory 24796 MiB 24772 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 384.06 384.71
Y Memory 23762 MiB 23736 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 373.74 371.56
Y Memory 24848 MiB 24800 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 302.264 301.521
Y Memory 5354 MiB 5354 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 4.014 4.162
Y Memory 1764 MiB 1764 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 118.578 119.628
Y Memory 3480 MiB 3480 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 168.397 167.674
Y Memory 4740 MiB 4740 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 1.486 1.484
Y Memory 1472 MiB 1470 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 9e11124d(20220414) c5eca53(20220413)
Y Throughput 97.805 91.998
Y Memory 3100 MiB 3100 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g e82f520(20220415) 9e11124d(20220414)
Y Throughput 318.43 319.62
N Memory 27054 MiB 26988 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g a5aa164(20220415) 9e11124d(20220414)
Y Throughput 295.4 296.44
Y Memory 27454 MiB 27420 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g e82f520(20220415) 9e11124d(20220414)
Y Throughput 1511.2 1518.89
Y Memory 22904 MiB 22902 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g a5aa164(20220415) 9e11124d(20220414)
Y Throughput 1349.1 1333.38
Y Memory 24066 MiB 24040 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g e82f520(20220415) 9e11124d(20220414)
Y Throughput 386.78 386.38
Y Memory 23056 MiB 23046 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g a5aa164(20220415) 9e11124d(20220414)
Y Throughput 381.15 378.67
Y Memory 24120 MiB 24096 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g e82f520(20220415) 9e11124d(20220414)
Y Throughput 1483.74 1491.13
Y Memory 23690 MiB 23662 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g a5aa164(20220415) 9e11124d(20220414)
Y Throughput 1359.24 1331.57
Y Memory 24818 MiB 24796 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g e82f520(20220415) 9e11124d(20220414)
Y Throughput 382.51 384.06
Y Memory 23764 MiB 23762 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g a5aa164(20220415) 9e11124d(20220414)
Y Throughput 375.86 373.74
Y Memory 24874 MiB 24848 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g ba13ff3(20220415) 9e11124d(20220414)
Y Throughput 302.913 302.264
N Memory 5418 MiB 5354 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g ba13ff3(20220415) 9e11124d(20220414)
Y Throughput 4.126 4.014
N Memory 1828 MiB 1764 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g ba13ff3(20220415) 9e11124d(20220414)
Y Throughput 119.719 118.578
N Memory 3544 MiB 3480 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g ba13ff3(20220415) 9e11124d(20220414)
Y Throughput 171.209 168.397
Y Memory 4740 MiB 4740 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g ba13ff3(20220415) 9e11124d(20220414)
Y Throughput 1.542 1.486
Y Memory 1470 MiB 1472 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g ba13ff3(20220415) 9e11124d(20220414)
Y Throughput 96.063 97.805
Y Memory 3100 MiB 3100 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 317.71 319.43
Y Memory 27054 MiB 27054 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 1514.63 1513.52
Y Memory 22904 MiB 22904 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 387.29 386.47
Y Memory 23024 MiB 23046 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 1494.16 1481.65
Y Memory 23688 MiB 23678 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 382.75 388.5
Y Memory 23734 MiB 23774 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 303.228 301.715
Y Memory 5418 MiB 5418 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 4.084 5.308
Y Memory 1828 MiB 1828 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 117.29 119.225
Y Memory 3544 MiB 3544 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 174.219 171.549
N Memory 4612 MiB 4740 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 1.508 2.253
Y Memory 1470 MiB 1472 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 6e9431dc(20220418) 7d91ecc9(20220417)
Y Throughput 92.197 95.493
N Memory 3100 MiB 2844 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 319.29 317.71
Y Memory 27054 MiB 27054 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 1511.96 1514.63
Y Memory 22904 MiB 22904 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 387.62 387.29
Y Memory 23020 MiB 23024 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 1492.48 1494.16
Y Memory 23674 MiB 23688 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 387.4 382.75
Y Memory 23720 MiB 23734 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 301.712 303.228
Y Memory 5418 MiB 5418 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 4.029 4.084
Y Memory 1828 MiB 1828 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 122.568 117.29
Y Memory 3544 MiB 3544 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 164.188 174.219
N Memory 4740 MiB 4612 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 1.496 1.508
Y Memory 1470 MiB 1470 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 888ad73(20220419) 6e9431dc(20220418)
Y Throughput 97.096 92.197
Y Memory 3100 MiB 3100 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 320.43 319.29
Y Memory 27054 MiB 27054 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 1541.03 1511.96
Y Memory 22904 MiB 22904 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 395.83 387.62
Y Memory 23000 MiB 23020 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 1514.22 1492.48
Y Memory 23678 MiB 23674 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 395.26 387.4
Y Memory 23758 MiB 23720 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 304.417 301.712
Y Memory 5418 MiB 5418 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 4.035 4.029
Y Memory 1828 MiB 1828 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 118.496 122.568
Y Memory 3544 MiB 3544 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 166.402 164.188
N Memory 4230 MiB 4740 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 1.48 1.496
Y Memory 1472 MiB 1470 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 0c129feb(20220420) 888ad73(20220419)
Y Throughput 93.895 97.096
N Memory 2844 MiB 3100 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 319.26 320.43
Y Memory 27054 MiB 27054 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 1517.08 1541.03
Y Memory 22900 MiB 22904 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 390.51 395.83
Y Memory 23030 MiB 23000 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 1501.48 1514.22
Y Memory 23670 MiB 23678 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 390.13 395.26
Y Memory 23730 MiB 23758 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 301.087 304.417
Y Memory 5418 MiB 5418 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 4.143 4.035
Y Memory 1828 MiB 1828 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 116.998 118.496
Y Memory 3544 MiB 3544 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 166.294 166.402
N Memory 4612 MiB 4230 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 1.532 1.48
Y Memory 1472 MiB 1472 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g b6becb9c(20220421) 0c129feb(20220420)
Y Throughput 98.309 93.895
N Memory 3100 MiB 2844 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 319.03 319.26
Y Memory 27058 MiB 27054 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 294.72 295.42
Y Memory 27458 MiB 27454 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 1540.91 1517.08
Y Memory 22904 MiB 22900 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 1339.83 1343.73
Y Memory 24046 MiB 24044 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 395.97 390.51
Y Memory 23034 MiB 23030 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 379.02 377.03
Y Memory 24168 MiB 24122 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 1530.64 1501.48
Y Memory 23690 MiB 23670 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 1368.36 1344.61
Y Memory 24842 MiB 24838 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 395.61 390.13
Y Memory 23708 MiB 23730 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 369.77 370.71
Y Memory 24926 MiB 24924 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 302.996 301.087
Y Memory 5424 MiB 5418 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 91b319d1(20220422) 5a29fe233(20220421)
Y Throughput 42.784 41.469
Y Memory 2666 MiB 2664 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 4.103 4.143
Y Memory 1834 MiB 1828 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 91b319d1(20220422) 5a29fe233(20220421)
Y Throughput 8.483 6.521
Y Memory 2216 MiB 2214 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 124.524 116.998
Y Memory 3550 MiB 3544 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 91b319d1(20220422) 5a29fe233(20220421)
Y Throughput 20.861 21.401
Y Memory 2436 MiB 2434 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 176.176 166.294
N Memory 4746 MiB 4612 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 91b319d1(20220422) 5a29fe233(20220421)
Y Throughput 21.525 22.06
N Memory 2973 MiB 2907 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 1.409 1.532
Y Memory 1476 MiB 1472 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 91b319d1(20220422) 5a29fe233(20220421)
Y Throughput 3.602 3.722
Y Memory 2191 MiB 2189 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 91b319d1(20220422) b6becb9c(20220421)
Y Throughput 92.095 98.309
Y Memory 3106 MiB 3100 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 91b319d1(20220422) 5a29fe233(20220421)
Y Throughput 12.433 15.591
Y Memory 2579 MiB 2569 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 318.59 318.6
Y Memory 27058 MiB 27058 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 294.02 296.1
Y Memory 27458 MiB 27458 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 1522.9 1513.16
Y Memory 22904 MiB 22904 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 1340.42 1336.78
N Memory 24066 MiB 24124 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 389.74 386.66
Y Memory 23010 MiB 23038 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 379.16 378.45
N Memory 24148 MiB 24204 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 1516.44 1492.34
Y Memory 23676 MiB 23666 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 1364.55 1322.71
Y Memory 24838 MiB 24826 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 387.58 384.1
Y Memory 23746 MiB 23758 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 374.19 367.6
Y Memory 24906 MiB 24922 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 304.778 301.002
Y Memory 5424 MiB 5424 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 42.333 42.449
Y Memory 2666 MiB 2666 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 4.137 3.945
Y Memory 1834 MiB 1834 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 6.686 6.518
Y Memory 2216 MiB 2216 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 123.432 121.771
Y Memory 3550 MiB 3550 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 21.319 21.058
Y Memory 2436 MiB 2436 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 177.552 174.3
N Memory 4618 MiB 4746 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 22.304 22.397
N Memory 3021 MiB 2909 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 1.414 1.436
Y Memory 1476 MiB 1476 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 3.72 3.651
Y Memory 2191 MiB 2191 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 94.996 95.611
Y Memory 3106 MiB 3106 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 00ce60d(20220427) 4dc08d65(20220426)
Y Throughput 12.968 14.488
Y Memory 2579 MiB 2571 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 319.06 318.59
Y Memory 27058 MiB 27058 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 293.78 294.02
Y Memory 27458 MiB 27458 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 1517.9 1522.9
Y Memory 22904 MiB 22904 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 1339.43 1340.42
Y Memory 24066 MiB 24066 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 391.06 389.74
Y Memory 23058 MiB 23010 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 378.88 379.16
Y Memory 24160 MiB 24148 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 1502.91 1516.44
Y Memory 23670 MiB 23676 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 1380.02 1364.55
Y Memory 24818 MiB 24838 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 389.22 387.58
N Memory 23694 MiB 23746 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 371.32 374.19
Y Memory 24918 MiB 24906 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 304.835 304.778
Y Memory 5424 MiB 5424 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g cb63722d(20220428) 00ce60d(20220427)
Y Throughput 40.466 42.333
Y Memory 2666 MiB 2666 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 3.983 4.137
Y Memory 1834 MiB 1834 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g cb63722d(20220428) 00ce60d(20220427)
Y Throughput 6.664 6.686
Y Memory 2216 MiB 2216 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 119.574 123.432
Y Memory 3550 MiB 3550 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g cb63722d(20220428) 00ce60d(20220427)
Y Throughput 21.675 21.319
Y Memory 2436 MiB 2436 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 168.601 177.552
N Memory 4746 MiB 4618 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g cb63722d(20220428) 00ce60d(20220427)
Y Throughput 22.2 22.304
N Memory 2957 MiB 3021 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 1.446 1.414
Y Memory 1476 MiB 1476 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g cb63722d(20220428) 00ce60d(20220427)
Y Throughput 3.671 3.72
Y Memory 2191 MiB 2191 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 8040eb90(20220428) 00ce60d(20220427)
Y Throughput 93.594 94.996
Y Memory 3106 MiB 3106 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g cb63722d(20220428) 00ce60d(20220427)
Y Throughput 12.447 12.968
Y Memory 2579 MiB 2579 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 322.1 319.06
Y Memory 27060 MiB 27058 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 293.73 293.78
Y Memory 27460 MiB 27458 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 1535.99 1517.9
Y Memory 22906 MiB 22904 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 1339.78 1339.43
Y Memory 24068 MiB 24066 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 396.2 391.06
Y Memory 23046 MiB 23058 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 379.25 378.88
Y Memory 24202 MiB 24160 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 1514.2 1502.91
Y Memory 23662 MiB 23670 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 1391.9 1380.02
Y Memory 24844 MiB 24818 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 395.1 389.22
Y Memory 23708 MiB 23694 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 370.03 371.32
N Memory 24846 MiB 24918 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 305.752 304.835
Y Memory 5424 MiB 5424 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g a2a5aef3(20220429) cb63722d(20220428)
Y Throughput 41.009 40.466
Y Memory 2666 MiB 2666 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 4.062 3.983
Y Memory 1834 MiB 1834 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g a2a5aef3(20220429) cb63722d(20220428)
Y Throughput 6.549 6.664
Y Memory 2216 MiB 2216 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 118.971 119.574
Y Memory 3550 MiB 3550 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g a2a5aef3(20220429) cb63722d(20220428)
Y Throughput 21.568 21.675
Y Memory 2436 MiB 2436 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 166.276 168.601
N Memory 4618 MiB 4746 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g a2a5aef3(20220429) cb63722d(20220428)
Y Throughput 21.908 22.2
Y Memory 2973 MiB 2957 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 1.484 1.446
Y Memory 1476 MiB 1476 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g a2a5aef3(20220429) cb63722d(20220428)
Y Throughput 3.667 3.671
Y Memory 2191 MiB 2191 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g a2a5aef3(20220429) 8040eb90(20220428)
Y Throughput 96.304 93.594
Y Memory 3106 MiB 3106 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g a2a5aef3(20220429) cb63722d(20220428)
Y Throughput 12.563 12.447
Y Memory 2579 MiB 2579 MiB

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  • OneFlow Master 基于V100上性能测试对比(前一日commit与当天commit的对比)
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 318.78 322.1
Y Memory 27060 MiB 27060 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 295.0 293.73
Y Memory 27460 MiB 27460 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 1508.75 1535.99
Y Memory 22908 MiB 22906 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 1354.94 1339.78
Y Memory 24090 MiB 24068 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 387.23 396.2
Y Memory 23060 MiB 23046 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 378.98 379.25
N Memory 24104 MiB 24202 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 1485.7 1514.2
Y Memory 23674 MiB 23662 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g da5cdd1c(20220430) a2a5aef3(20220429)
N Throughput 1318.48 1391.9
Y Memory 24840 MiB 24844 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 387.92 395.1
N Memory 23774 MiB 23708 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 372.51 370.03
Y Memory 24880 MiB 24846 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 304.137 305.752
Y Memory 5424 MiB 5424 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 882b38ed(20220430) a2a5aef3(20220429)
Y Throughput 41.477 41.009
Y Memory 2666 MiB 2666 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 4.108 4.062
Y Memory 1834 MiB 1834 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 882b38ed(20220430) a2a5aef3(20220429)
Y Throughput 6.548 6.549
Y Memory 2216 MiB 2216 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 120.118 118.971
Y Memory 3550 MiB 3550 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 882b38ed(20220430) a2a5aef3(20220429)
Y Throughput 21.202 21.568
Y Memory 2436 MiB 2436 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 175.998 166.276
N Memory 4236 MiB 4618 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 882b38ed(20220430) a2a5aef3(20220429)
Y Throughput 21.681 21.908
Y Memory 2973 MiB 2973 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 1.582 1.484
Y Memory 1478 MiB 1476 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 882b38ed(20220430) a2a5aef3(20220429)
Y Throughput 3.255 3.667
Y Memory 2191 MiB 2191 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g da5cdd1c(20220430) a2a5aef3(20220429)
Y Throughput 97.992 96.304
Y Memory 3106 MiB 3106 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 882b38ed(20220430) a2a5aef3(20220429)
Y Throughput 12.522 12.563
Y Memory 2547 MiB 2579 MiB

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