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202207_OneFlow_Compare_Master_DLPerf_Test_Result #30

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github-actions bot opened this issue Jul 1, 2022 · 22 comments
Open

202207_OneFlow_Compare_Master_DLPerf_Test_Result #30

github-actions bot opened this issue Jul 1, 2022 · 22 comments

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github-actions bot commented Jul 1, 2022

202207_OneFlow_Compare_Master_DLPerf_Test_Result
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github-actions bot commented Jul 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 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 319.67 319.05
Y Memory 27032 MiB 27032 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 297.08 296.81
Y Memory 27432 MiB 27432 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 1518.79 1513.19
Y Memory 23008 MiB 23008 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 1354.68 1349.56
Y Memory 24106 MiB 24106 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 390.43 387.85
Y Memory 23132 MiB 23132 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 380.74 380.7
Y Memory 24210 MiB 24210 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 1497.32 1490.39
Y Memory 23778 MiB 23788 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 1334.56 1373.27
Y Memory 24906 MiB 24864 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 386.94 388.46
Y Memory 23844 MiB 23858 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 366.76 370.16
Y Memory 24892 MiB 24938 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 506.195 533.287
Y Memory 5718 MiB 5718 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 77.652 77.77
Y Memory 2792 MiB 2792 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 7.416 7.024
Y Memory 1918 MiB 1918 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 10.453 10.407
Y Memory 2318 MiB 2318 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 238.13 224.217
Y Memory 3904 MiB 3904 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 42.945 42.921
Y Memory 2530 MiB 2530 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 167.714 175.679
N Memory 4846 MiB 4336 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 0 24.096
N Memory None MiB 4065 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 2.669 2.666
Y Memory 1730 MiB 1730 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 0 4.213
N Memory None MiB 2919 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 43d8c304(20220701) 99b1eff7(20220630)
Y Throughput 92.85 92.08
Y Memory 2950 MiB 2950 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 43d8c304(20220701) 327a19fb(20220630)
Y Throughput 13.865 13.869
Y Memory 3487 MiB 3487 MiB

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github-actions bot commented Jul 2, 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 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 319.72 319.67
Y Memory 27032 MiB 27032 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 297.42 297.08
Y Memory 27432 MiB 27432 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 1524.42 1518.79
Y Memory 23008 MiB 23008 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 1371.32 1354.68
Y Memory 24106 MiB 24106 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 392.19 390.43
Y Memory 23132 MiB 23132 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 379.69 380.74
Y Memory 24210 MiB 24210 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 1506.37 1497.32
N Memory 23832 MiB 23778 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 1329.03 1334.56
Y Memory 24878 MiB 24906 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 389.84 386.94
Y Memory 23840 MiB 23844 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 372.22 366.76
Y Memory 24884 MiB 24892 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 510.801 506.195
Y Memory 5716 MiB 5718 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 80.03 77.652
Y Memory 2790 MiB 2792 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 7.677 7.416
Y Memory 1916 MiB 1918 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 10.459 10.453
Y Memory 2316 MiB 2318 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 225.138 238.13
Y Memory 3902 MiB 3904 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 43.755 42.945
Y Memory 2528 MiB 2530 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 165.401 167.714
N Memory 4334 MiB 4846 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 23.73 0
N Memory 4063 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 2.69 2.669
Y Memory 1728 MiB 1730 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 4.232 0
N Memory 2917 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 96.291 92.85
Y Memory 2948 MiB 2950 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 6eda8477(20220702) 43d8c304(20220701)
Y Throughput 0 13.865
N Memory None MiB 3487 MiB

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github-actions bot commented Jul 3, 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 dfe4809(20220703) 6eda8477(20220702)
Y Throughput 320.41 319.72
Y Memory 27032 MiB 27032 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 1534.47 1524.42
Y Memory 23008 MiB 23008 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 1344.38 1371.32
Y Memory 24106 MiB 24106 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 396.92 392.19
Y Memory 23132 MiB 23132 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 381.14 379.69
Y Memory 24210 MiB 24210 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 1526.53 1506.37
N Memory 23776 MiB 23832 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 1327.2 1329.03
Y Memory 24896 MiB 24878 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 392.22 389.84
Y Memory 23836 MiB 23840 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 371.66 372.22
Y Memory 24898 MiB 24884 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 486.263 510.801
Y Memory 5716 MiB 5716 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 56.336 80.03
Y Memory 2790 MiB 2790 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 4.837 7.677
Y Memory 1916 MiB 1916 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 7.849 10.459
Y Memory 2316 MiB 2316 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 195.93 225.138
Y Memory 3902 MiB 3902 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 27.518 43.755
Y Memory 2528 MiB 2528 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 165.084 165.401
N Memory 4844 MiB 4334 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 23.652 23.73
Y Memory 4063 MiB 4063 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 2.713 2.69
Y Memory 1728 MiB 1728 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 0 4.232
N Memory None MiB 2917 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 93.598 96.291
Y Memory 2948 MiB 2948 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g dfe4809(20220703) 6eda8477(20220702)
Y Throughput 13.792 0
N Memory 3485 MiB None MiB

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github-actions bot commented Jul 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 4d106db(20220704) dfe4809(20220703)
Y Throughput 319.04 320.41
Y Memory 27032 MiB 27032 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 1513.72 1534.47
Y Memory 23008 MiB 23008 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 1352.15 1344.38
Y Memory 24106 MiB 24106 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 389.14 396.92
Y Memory 23132 MiB 23132 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 378.55 381.14
Y Memory 24210 MiB 24210 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 1510.23 1526.53
Y Memory 23786 MiB 23776 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 1340.69 1327.2
Y Memory 24894 MiB 24896 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 388.81 392.22
Y Memory 23846 MiB 23836 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 372.51 371.66
N Memory 24956 MiB 24898 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 486.631 486.263
Y Memory 5716 MiB 5716 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 56.197 56.336
Y Memory 2790 MiB 2790 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 4.939 4.837
Y Memory 1916 MiB 1916 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 7.893 7.849
Y Memory 2316 MiB 2316 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 196.377 195.93
Y Memory 3902 MiB 3902 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 27.413 27.518
Y Memory 2528 MiB 2528 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 168.321 165.084
N Memory 4334 MiB 4844 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 23.65 23.652
Y Memory 4063 MiB 4063 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 2.678 2.713
Y Memory 1728 MiB 1728 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 4.175 0
N Memory 2917 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 4d106db(20220704) dfe4809(20220703)
Y Throughput 92.496 93.598
N Memory 3204 MiB 2948 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 4d106db(20220704) dfe4809(20220703)
Y Throughput 0 13.792
N Memory None MiB 3485 MiB

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github-actions bot commented Jul 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 d2e40b43(20220705) 4d106db(20220704)
Y Throughput 319.07 319.04
Y Memory 27032 MiB 27032 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 293.16 294.06
Y Memory 27432 MiB 27432 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 1524.09 1513.72
Y Memory 23008 MiB 23008 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 1358.94 1352.15
Y Memory 24106 MiB 24106 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 394.82 389.14
Y Memory 23132 MiB 23132 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 379.56 378.55
Y Memory 24162 MiB 24210 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 1524.24 1510.23
Y Memory 23786 MiB 23786 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 1335.52 1340.69
Y Memory 24882 MiB 24894 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 394.21 388.81
Y Memory 23872 MiB 23846 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 375.04 372.51
Y Memory 24950 MiB 24956 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 500.148 486.631
Y Memory 5716 MiB 5716 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 54.924 56.197
Y Memory 2790 MiB 2790 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 4.688 4.939
Y Memory 1916 MiB 1916 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 7.784 7.893
Y Memory 2316 MiB 2316 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 195.535 196.377
Y Memory 3902 MiB 3902 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 27.221 27.413
Y Memory 2528 MiB 2528 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 163.28 168.321
N Memory 4844 MiB 4334 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 23.609 23.65
Y Memory 4063 MiB 4063 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 2.707 2.678
Y Memory 1728 MiB 1728 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 0 4.175
N Memory None MiB 2917 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g d2e40b43(20220705) 4d106db(20220704)
Y Throughput 91.486 92.496
Y Memory 3204 MiB 3204 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g b537eae7(20220705) 4d106db(20220704)
Y Throughput 13.872 0
N Memory 3485 MiB None 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 bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 319.29 319.6
Y Memory 27036 MiB 27036 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 1510.5 1522.77
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 1348.81 1354.77
Y Memory 24110 MiB 24110 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 389.65 391.64
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 378.84 379.79
Y Memory 24214 MiB 24214 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 1495.3 1507.83
Y Memory 23796 MiB 23806 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g bfaa258f(20220712) b79be4f3(20220711)
N Throughput 1320.33 1376.41
Y Memory 24908 MiB 24880 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 387.04 388.23
Y Memory 23854 MiB 23862 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 371.51 376.28
N Memory 24942 MiB 24882 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 484.968 471.769
Y Memory 5720 MiB 5720 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 54.44 55.884
Y Memory 2794 MiB 2794 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 4.778 5.132
Y Memory 1920 MiB 1920 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 7.859 7.793
Y Memory 2320 MiB 2320 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 184.046 192.237
Y Memory 3906 MiB 3906 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 26.581 27.178
Y Memory 2532 MiB 2532 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 163.398 166.134
Y Memory 4338 MiB 4338 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 23.64 0
N Memory 4067 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 2.681 2.688
Y Memory 1732 MiB 1732 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 0 4.221
N Memory None MiB 2921 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 88.501 91.869
Y Memory 3208 MiB 3208 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g bfaa258f(20220712) b79be4f3(20220711)
Y Throughput 13.843 13.886
Y Memory 3489 MiB 3489 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 601043cd(20220713) bfaa258f(20220712)
Y Throughput 318.71 319.29
Y Memory 27036 MiB 27036 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 1526.47 1510.5
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 1357.9 1348.81
Y Memory 24110 MiB 24110 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 390.94 389.65
Y Memory 23088 MiB 23136 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 378.55 378.84
Y Memory 24214 MiB 24214 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 1505.18 1495.3
Y Memory 23818 MiB 23796 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 601043cd(20220713) bfaa258f(20220712)
N Throughput 1385.3 1320.33
Y Memory 24892 MiB 24908 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 390.9 387.04
Y Memory 23872 MiB 23854 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 372.64 371.51
Y Memory 24938 MiB 24942 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 455.871 484.968
Y Memory 5720 MiB 5720 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 55.05 54.44
Y Memory 2794 MiB 2794 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 4.989 4.778
Y Memory 1920 MiB 1920 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 7.741 7.859
Y Memory 2320 MiB 2320 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 183.126 184.046
Y Memory 3906 MiB 3906 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 26.841 26.581
Y Memory 2532 MiB 2532 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 163.611 163.398
N Memory 4848 MiB 4338 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 23.697 23.64
Y Memory 4067 MiB 4067 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 2.666 2.681
Y Memory 1732 MiB 1732 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 4.228 0
N Memory 2921 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 89.688 88.501
N Memory 2952 MiB 3208 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 601043cd(20220713) bfaa258f(20220712)
Y Throughput 0 13.843
N Memory None MiB 3489 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 dd580f21(20220714) 601043cd(20220713)
Y Throughput 319.7 318.71
Y Memory 27036 MiB 27036 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 1502.22 1526.47
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 387.49 390.94
Y Memory 23136 MiB 23088 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 1488.09 1505.18
Y Memory 23800 MiB 23818 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 386.88 390.9
Y Memory 23852 MiB 23872 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 473.601 455.871
Y Memory 5720 MiB 5720 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 4.732 4.989
Y Memory 1920 MiB 1920 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 191.824 183.126
Y Memory 3906 MiB 3906 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 171.028 163.611
Y Memory 4848 MiB 4848 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 2.66 2.666
Y Memory 1732 MiB 1732 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g dd580f21(20220714) 601043cd(20220713)
Y Throughput 88.811 89.688
Y Memory 2952 MiB 2952 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 a6457849(20220715) dd580f21(20220714)
Y Throughput 318.58 319.7
Y Memory 27036 MiB 27036 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 1516.57 1502.22
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 389.84 387.49
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 1492.2 1488.09
Y Memory 23782 MiB 23800 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 385.84 386.88
Y Memory 23846 MiB 23852 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 472.309 473.601
Y Memory 5720 MiB 5720 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 4.694 4.732
Y Memory 1920 MiB 1920 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 179.595 191.824
Y Memory 3906 MiB 3906 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 163.297 171.028
N Memory 4338 MiB 4848 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 2.556 2.66
Y Memory 1732 MiB 1732 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g a6457849(20220715) dd580f21(20220714)
Y Throughput 94.294 88.811
Y Memory 2952 MiB 2952 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 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 320.2 318.58
Y Memory 27036 MiB 27036 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 1533.19 1516.57
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 396.28 389.84
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 1519.14 1492.2
Y Memory 23804 MiB 23782 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 392.81 385.84
Y Memory 23852 MiB 23846 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 477.23 472.309
Y Memory 5720 MiB 5720 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 53.894 55.749
Y Memory 2794 MiB 2794 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 4.509 4.694
Y Memory 1920 MiB 1920 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 7.876 7.849
Y Memory 2320 MiB 2320 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 186.052 179.595
Y Memory 3906 MiB 3906 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 26.58 26.817
Y Memory 2532 MiB 2532 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 168.499 163.297
N Memory 4848 MiB 4338 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 23.863 0
N Memory 4067 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 2.662 2.556
Y Memory 1732 MiB 1732 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 4.22 0
N Memory 2921 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 91.214 94.294
N Memory 3208 MiB 2952 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 0f3ebdc8(20220716) a6457849(20220715)
Y Throughput 0 13.762
N Memory None MiB 3489 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 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 319.72 320.2
Y Memory 27036 MiB 27036 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 295.31 296.85
Y Memory 27436 MiB 27436 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 1512.39 1533.19
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 1358.68 1359.24
Y Memory 24110 MiB 24110 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 387.91 396.28
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 379.61 377.5
Y Memory 24214 MiB 24166 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 1471.76 1519.14
Y Memory 23774 MiB 23804 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 1313.89 1334.82
Y Memory 24880 MiB 24908 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 384.81 392.81
Y Memory 23848 MiB 23852 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 371.39 375.21
N Memory 24878 MiB 24930 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 446.412 477.23
Y Memory 5720 MiB 5720 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 55.134 53.894
Y Memory 2794 MiB 2794 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 4.439 4.509
Y Memory 1920 MiB 1920 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 7.85 7.876
Y Memory 2320 MiB 2320 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 186.933 186.052
Y Memory 3906 MiB 3906 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 26.43 26.58
Y Memory 2532 MiB 2532 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 162.59 168.499
Y Memory 4848 MiB 4848 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 23.81 23.863
Y Memory 4067 MiB 4067 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 2.677 2.662
Y Memory 1732 MiB 1732 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 4.241 4.22
Y Memory 2921 MiB 2921 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 95.599 91.214
N Memory 2952 MiB 3208 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 9e38f03b(20220717) 0f3ebdc8(20220716)
Y Throughput 0 0
N Memory None MiB None 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 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 318.44 319.72
Y Memory 27036 MiB 27036 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 295.45 295.31
Y Memory 27436 MiB 27436 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 1512.19 1512.39
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 1367.85 1358.68
Y Memory 24110 MiB 24110 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 388.83 387.91
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 380.05 379.61
Y Memory 24214 MiB 24214 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 1490.11 1471.76
Y Memory 23798 MiB 23774 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
N Throughput 1370.91 1313.89
Y Memory 24894 MiB 24880 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 386.04 384.81
Y Memory 23854 MiB 23848 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 371.9 371.39
N Memory 24972 MiB 24878 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 420.056 446.412
Y Memory 5722 MiB 5720 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 55.053 55.134
Y Memory 2796 MiB 2794 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 4.414 4.439
Y Memory 1922 MiB 1920 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 7.781 7.85
Y Memory 2322 MiB 2320 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 189.924 186.933
Y Memory 3908 MiB 3906 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 26.286 26.43
Y Memory 2534 MiB 2532 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 163.781 162.59
N Memory 4340 MiB 4848 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 0 23.81
N Memory None MiB 4067 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 2.58 2.677
Y Memory 1734 MiB 1732 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 4.195 4.241
Y Memory 2923 MiB 2921 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 92.588 95.599
Y Memory 2954 MiB 2952 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 8877ae6f(20220718) 9e38f03b(20220717)
Y Throughput 13.838 0
N Memory 3491 MiB None 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 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 318.39 318.44
Y Memory 27036 MiB 27036 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 296.25 295.45
Y Memory 27436 MiB 27436 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 1513.45 1512.19
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 1365.73 1367.85
Y Memory 24110 MiB 24110 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 388.91 388.83
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 380.48 380.05
Y Memory 24166 MiB 24214 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 1498.99 1490.11
Y Memory 23786 MiB 23798 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 1356.5 1370.91
Y Memory 24886 MiB 24894 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 385.66 386.04
Y Memory 23856 MiB 23854 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 370.76 371.9
Y Memory 24958 MiB 24972 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 431.135 420.056
Y Memory 5722 MiB 5722 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 56.266 55.053
Y Memory 2796 MiB 2796 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 4.529 4.414
Y Memory 1922 MiB 1922 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 7.786 7.781
Y Memory 2322 MiB 2322 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 185.949 189.924
Y Memory 3908 MiB 3908 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 26.303 26.286
Y Memory 2534 MiB 2534 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 180.407 163.781
Y Memory 4340 MiB 4340 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 23.693 0
N Memory 4069 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 2.675 2.58
Y Memory 1734 MiB 1734 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 0 4.195
N Memory None MiB 2923 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 100.491 92.588
N Memory 3210 MiB 2954 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 4d9dac4a(20220719) 8877ae6f(20220718)
Y Throughput 13.981 13.838
Y Memory 3491 MiB 3491 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 f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 319.63 318.39
Y Memory 27036 MiB 27036 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 296.37 296.25
Y Memory 27436 MiB 27436 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 1509.12 1513.45
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 1357.08 1365.73
Y Memory 24110 MiB 24110 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 389.65 388.91
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 379.73 380.48
Y Memory 24214 MiB 24166 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 1505.85 1498.99
Y Memory 23778 MiB 23786 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 1351.89 1356.5
Y Memory 24882 MiB 24886 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 387.05 385.66
Y Memory 23876 MiB 23856 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 371.17 370.76
Y Memory 24932 MiB 24958 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 473.759 431.135
Y Memory 5722 MiB 5722 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 56.695 56.266
Y Memory 2796 MiB 2796 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 4.497 4.529
Y Memory 1922 MiB 1922 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 7.928 7.786
Y Memory 2322 MiB 2322 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 185.886 185.949
Y Memory 3908 MiB 3908 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 26.44 26.303
Y Memory 2534 MiB 2534 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 164.679 180.407
Y Memory 4340 MiB 4340 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 23.797 23.693
Y Memory 4069 MiB 4069 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 2.709 2.675
Y Memory 1734 MiB 1734 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 4.264 0
N Memory 2923 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 94.785 100.491
N Memory 2954 MiB 3210 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g f57b0a02(20220720) 4d9dac4a(20220719)
Y Throughput 13.855 13.981
Y Memory 3491 MiB 3491 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 c677eea2(20220721) f57b0a02(20220720)
Y Throughput 319.66 319.63
Y Memory 27036 MiB 27036 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 1543.25 1509.12
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 398.14 389.65
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 1506.93 1505.85
Y Memory 23776 MiB 23778 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 396.1 387.05
Y Memory 23862 MiB 23876 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 482.23 473.759
Y Memory 5722 MiB 5722 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 4.78 4.497
Y Memory 1922 MiB 1922 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 179.905 185.886
Y Memory 3908 MiB 3908 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 179.191 164.679
Y Memory 4340 MiB 4340 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 2.678 2.709
Y Memory 1734 MiB 1734 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g c677eea2(20220721) f57b0a02(20220720)
Y Throughput 99.494 94.785
N Memory 3210 MiB 2954 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 e9b7a4b6(20220722) c677eea2(20220721)
Y Throughput 319.4 319.66
Y Memory 27036 MiB 27036 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g ae33d7f2(20220722) c677eea2(20220721)
Y Throughput 1508.88 1543.25
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g ae33d7f2(20220722) c677eea2(20220721)
Y Throughput 388.31 398.14
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g ae33d7f2(20220722) c677eea2(20220721)
Y Throughput 1481.76 1506.93
Y Memory 23786 MiB 23776 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g ae33d7f2(20220722) c677eea2(20220721)
Y Throughput 385.5 396.1
Y Memory 23860 MiB 23862 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g e9b7a4b6(20220722) c677eea2(20220721)
Y Throughput 473.671 482.23
Y Memory 5722 MiB 5722 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g e9b7a4b6(20220722) c677eea2(20220721)
Y Throughput 4.488 4.78
Y Memory 1922 MiB 1922 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g e9b7a4b6(20220722) c677eea2(20220721)
Y Throughput 189.304 179.905
Y Memory 3908 MiB 3908 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g ae33d7f2(20220722) c677eea2(20220721)
Y Throughput 169.012 179.191
N Memory 4850 MiB 4340 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g ae33d7f2(20220722) c677eea2(20220721)
Y Throughput 2.709 2.678
Y Memory 1734 MiB 1734 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g ae33d7f2(20220722) c677eea2(20220721)
Y Throughput 95.529 99.494
N Memory 2954 MiB 3210 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 76644649(20220723) e9b7a4b6(20220722)
Y Throughput 320.05 319.4
Y Memory 27036 MiB 27036 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 295.62 295.59
Y Memory 27436 MiB 27436 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 1514.29 1508.88
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 1350.26 1349.04
Y Memory 24110 MiB 24110 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 392.27 388.31
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 381.46 380.01
Y Memory 24214 MiB 24214 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 1496.09 1481.76
Y Memory 23784 MiB 23786 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 1325.3 1333.64
Y Memory 24888 MiB 24886 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 388.88 385.5
Y Memory 23854 MiB 23860 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 372.5 373.38
Y Memory 24960 MiB 24948 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 76644649(20220723) e9b7a4b6(20220722)
Y Throughput 456.424 473.671
Y Memory 5722 MiB 5722 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 76644649(20220723) e9b7a4b6(20220722)
Y Throughput 4.655 4.488
Y Memory 1922 MiB 1922 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 76644649(20220723) e9b7a4b6(20220722)
Y Throughput 187.76 189.304
Y Memory 3908 MiB 3908 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 165.594 169.012
N Memory 4340 MiB 4850 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 2.668 2.709
Y Memory 1734 MiB 1734 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 76644649(20220723) ae33d7f2(20220722)
Y Throughput 93.182 95.529
Y Memory 2954 MiB 2954 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 b542e15e(20220724) 76644649(20220723)
Y Throughput 323.19 320.05
Y Memory 27036 MiB 27036 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g b542e15e(20220724) 76644649(20220723)
Y Throughput 295.57 295.62
Y Memory 27436 MiB 27436 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 1542.95 1514.29
Y Memory 23012 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g b542e15e(20220724) 76644649(20220723)
Y Throughput 1366.48 1350.26
Y Memory 24110 MiB 24110 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 398.16 392.27
Y Memory 23136 MiB 23136 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g b542e15e(20220724) 76644649(20220723)
Y Throughput 380.47 381.46
Y Memory 24214 MiB 24214 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 1510.55 1496.09
Y Memory 23776 MiB 23784 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g b542e15e(20220724) 76644649(20220723)
Y Throughput 1332.8 1325.3
Y Memory 24892 MiB 24888 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 395.22 388.88
Y Memory 23858 MiB 23854 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g b542e15e(20220724) 76644649(20220723)
Y Throughput 372.65 372.5
Y Memory 24934 MiB 24960 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 497.261 456.424
Y Memory 5722 MiB 5722 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 4.455 4.655
Y Memory 1922 MiB 1922 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 197.208 187.76
Y Memory 3908 MiB 3908 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 166.573 165.594
Y Memory 4340 MiB 4340 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 2.575 2.668
Y Memory 1734 MiB 1734 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g b542e15e(20220724) 76644649(20220723)
Y Throughput 96.592 93.182
N Memory 3210 MiB 2954 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 5f615c11(20220725) b542e15e(20220724)
Y Throughput 320.14 323.19
Y Memory 27040 MiB 27036 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g ad5b1040(20220725) b542e15e(20220724)
Y Throughput 294.81 295.57
Y Memory 27440 MiB 27436 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 1519.12 1542.95
Y Memory 23016 MiB 23012 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g ad5b1040(20220725) b542e15e(20220724)
Y Throughput 1354.5 1366.48
Y Memory 24114 MiB 24110 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 388.87 398.16
Y Memory 23140 MiB 23136 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g ad5b1040(20220725) b542e15e(20220724)
Y Throughput 378.03 380.47
Y Memory 24218 MiB 24214 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 1503.16 1510.55
Y Memory 23806 MiB 23776 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g ad5b1040(20220725) b542e15e(20220724)
Y Throughput 1326.88 1332.8
Y Memory 24896 MiB 24892 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 387.12 395.22
Y Memory 23848 MiB 23858 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g ad5b1040(20220725) b542e15e(20220724)
Y Throughput 373.68 372.65
Y Memory 24940 MiB 24934 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 472.419 497.261
Y Memory 5724 MiB 5722 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 59.395 59.418
Y Memory 2798 MiB 2796 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 4.531 4.455
Y Memory 1924 MiB 1922 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 7.79 7.809
Y Memory 2324 MiB 2322 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 188.941 197.208
Y Memory 3910 MiB 3908 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 27.56 27.661
Y Memory 2536 MiB 2534 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 162.999 166.573
N Memory 4852 MiB 4340 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 0 0
N Memory None MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 2.688 2.575
Y Memory 1736 MiB 1734 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 4.289 4.245
Y Memory 2925 MiB 2923 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 94.5 96.592
N Memory 2956 MiB 3210 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 5f615c11(20220725) b542e15e(20220724)
Y Throughput 0 0
N Memory None MiB None 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 146288ee(20220726) 5f615c11(20220725)
Y Throughput 319.91 320.14
Y Memory 27040 MiB 27040 MiB
Check ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 146288ee(20220726) ad5b1040(20220725)
Y Throughput 295.97 294.81
Y Memory 27440 MiB 27440 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 1522.6 1519.12
Y Memory 23016 MiB 23016 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 146288ee(20220726) ad5b1040(20220725)
Y Throughput 1356.86 1354.5
Y Memory 24114 MiB 24114 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 390.74 388.87
Y Memory 23140 MiB 23140 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 146288ee(20220726) ad5b1040(20220725)
Y Throughput 380.17 378.03
Y Memory 24218 MiB 24218 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 1503.15 1503.16
Y Memory 23788 MiB 23806 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 146288ee(20220726) ad5b1040(20220725)
Y Throughput 1348.82 1326.88
Y Memory 24908 MiB 24896 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 388.96 387.12
Y Memory 23860 MiB 23848 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 146288ee(20220726) ad5b1040(20220725)
Y Throughput 370.65 373.68
Y Memory 24948 MiB 24940 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 496.645 472.419
Y Memory 5724 MiB 5724 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 59.296 59.395
Y Memory 2798 MiB 2798 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 4.416 4.531
Y Memory 1924 MiB 1924 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 7.779 7.79
Y Memory 2324 MiB 2324 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 196.486 188.941
Y Memory 3910 MiB 3910 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 27.787 27.56
Y Memory 2536 MiB 2536 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 166.592 162.999
N Memory 4342 MiB 4852 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 23.891 0
N Memory 4071 MiB None MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 2.57 2.688
Y Memory 1736 MiB 1736 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 4.245 4.289
Y Memory 2925 MiB 2925 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 94.381 94.5
Y Memory 2956 MiB 2956 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 146288ee(20220726) 5f615c11(20220725)
Y Throughput 0 0
N Memory None MiB None 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 a91d570c(20220727) 146288ee(20220726)
Y Throughput 321.85 319.91
Y Memory 27040 MiB 27040 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 1501.58 1522.6
Y Memory 23016 MiB 23016 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 388.15 390.74
Y Memory 23140 MiB 23140 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 1489.09 1503.15
Y Memory 23800 MiB 23788 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 385.38 388.96
Y Memory 23860 MiB 23860 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 502.404 496.645
Y Memory 5724 MiB 5724 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 4.689 4.416
Y Memory 1924 MiB 1924 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 210.772 196.486
Y Memory 3910 MiB 3910 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 146.036 166.592
N Memory 4852 MiB 4342 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 2.759 2.57
Y Memory 1736 MiB 1736 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g a91d570c(20220727) 146288ee(20220726)
Y Throughput 74.034 94.381
N Memory 3212 MiB 2956 MiB

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Copy link
Author

  • 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 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 319.42 321.85
Y Memory 27040 MiB 27040 MiB
Check ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 1522.45 1501.58
Y Memory 23016 MiB 23016 MiB
Check ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 392.28 388.15
Y Memory 23140 MiB 23140 MiB
Check ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 1499.07 1489.09
Y Memory 23780 MiB 23800 MiB
Check ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 387.87 385.38
Y Memory 23848 MiB 23860 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 497.865 502.404
Y Memory 5726 MiB 5724 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 4.669 4.689
Y Memory 1926 MiB 1924 MiB
Check WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 201.709 210.772
Y Memory 3912 MiB 3910 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 164.201 146.036
N Memory 4344 MiB 4852 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 2.805 2.759
Y Memory 1738 MiB 1736 MiB
Check WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 08b94f4a(20220728) a91d570c(20220727)
Y Throughput 86.551 74.034
Y Memory 3214 MiB 3212 MiB

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