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202205_OneFlow_All_Models_Test_Report_On_master #23

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github-actions bot opened this issue May 2, 2022 · 20 comments
Open

202205_OneFlow_All_Models_Test_Report_On_master #23

github-actions bot opened this issue May 2, 2022 · 20 comments

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github-actions bot commented May 2, 2022

202205_OneFlow_All_Models_Test_Report_On_master
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github-actions bot commented May 2, 2022

表 2022-05-02 ResNet50 ddp dlperf 运行结果

bc3af66a
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 319.26

表 2022-05-02 ResNet50 ddp dlperf 运行结果

bc3af66a
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2350.48

表 2022-05-02 ResNet50 graph dlperf 运行结果

bc3af66a
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1518.46
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23036 MiB / 383.73
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23660 MiB / 1472.46
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23778 MiB / 383.53

表 2022-05-02 ResNet50 graph dlperf 运行结果

bc3af66a
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24048 MiB / 10896.8
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24128 MiB / 3046.72
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24842 MiB / 10698.48
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24936 MiB / 2946.08

表 2022-05-02 WDL ddp dlperf 运行结果

bc3af66a
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 300.8107315078378
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.106643706560135
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 121.47849041596055

表 2022-05-02 WDL graph dlperf 运行结果

bc3af66a
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5130 MiB / 172.33978133276105
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1476 MiB / 1.4866517186164856
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3106 MiB / 97.79428383708

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github-actions bot commented May 3, 2022

表 2022-05-03 ResNet50 ddp dlperf 运行结果

eb628c7
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 319.35

表 2022-05-03 ResNet50 ddp dlperf 运行结果

eb628c7
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2347.76

表 2022-05-03 ResNet50 graph dlperf 运行结果

eb628c7
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1510.3
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22982 MiB / 386.16
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23674 MiB / 1505.41
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23748 MiB / 386.29

表 2022-05-03 ResNet50 graph dlperf 运行结果

eb628c7
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24048 MiB / 10792.88
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24158 MiB / 3050.32
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24844 MiB / 10382.8
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24878 MiB / 3004.24

表 2022-05-03 WDL ddp dlperf 运行结果

eb628c7
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 302.03404488787055
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.141186200082302
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 118.90127864480019

表 2022-05-03 WDL graph dlperf 运行结果

eb628c7
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4746 MiB / 165.72099097445607
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1476 MiB / 1.500647697597742
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2850 MiB / 93.19385307654738

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github-actions bot commented May 6, 2022

表 2022-05-06 ResNet50 ddp dlperf 运行结果

195162b
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 317.13

表 2022-05-06 ResNet50 ddp dlperf 运行结果

195162b
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2363.28

表 2022-05-06 ResNet50 graph dlperf 运行结果

195162b
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1517.84
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23036 MiB / 389.34
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23682 MiB / 1490.49
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23718 MiB / 388.64

表 2022-05-06 ResNet50 graph dlperf 运行结果

195162b
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24048 MiB / 10727.52
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24190 MiB / 3028.24
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24810 MiB / 10649.36
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24882 MiB / 2977.76

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github-actions bot commented May 7, 2022

表 2022-05-07 ResNet50 ddp dlperf 运行结果

0d33e09
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 318.88

表 2022-05-07 ResNet50 graph dlperf 运行结果

0d33e09
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1519.96
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22986 MiB / 388.3
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23692 MiB / 1484.33
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23694 MiB / 385.43

表 2022-05-07 WDL ddp dlperf 运行结果

0d33e09
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 301.53159238398075
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.1377574391663074
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 118.44542109966278

表 2022-05-07 WDL graph dlperf 运行结果

0d33e09
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4746 MiB / 166.57868180796504
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1476 MiB / 1.4384676925837994
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3106 MiB / 96.59419701248407

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github-actions bot commented May 8, 2022

表 2022-05-08 ResNet50 ddp dlperf 运行结果

33e604b9
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 319.17

表 2022-05-08 ResNet50 ddp dlperf 运行结果

33e604b9
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2354.48

表 2022-05-08 ResNet50 graph dlperf 运行结果

33e604b9
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1520.12
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22988 MiB / 390.22
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23670 MiB / 1484.46
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23756 MiB / 388.52

表 2022-05-08 ResNet50 graph dlperf 运行结果

33e604b9
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24050 MiB / 10861.92
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24112 MiB / 3049.44
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24814 MiB / 10251.52
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24898 MiB / 2992.16

表 2022-05-08 WDL ddp dlperf 运行结果

33e604b9
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 301.1242728717625
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.096131484955549
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 116.19031031802297

表 2022-05-08 WDL graph dlperf 运行结果

33e604b9
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4746 MiB / 167.18074962496758
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1476 MiB / 1.5402142480015755
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3106 MiB / 97.48506546020508

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github-actions bot commented May 9, 2022

表 2022-05-09 ResNet50 ddp dlperf 运行结果

4abe359b
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2358.96

表 2022-05-09 ResNet50 graph dlperf 运行结果

4abe359b
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24088 MiB / 10749.76
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24126 MiB / 3040.16
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24832 MiB / 10560.0
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24830 MiB / 3002.32

表 2022-05-09 WDL ddp dlperf 运行结果

4abe359b
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2666 MiB / 41.90006493777037
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2216 MiB / 6.55592992529273
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2436 MiB / 21.56480659171939

表 2022-05-09 WDL graph dlperf 运行结果

4abe359b
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2957 MiB / 21.70990788191557
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2191 MiB / 3.2527162805199623
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2579 MiB / 12.14893040060997

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表 2022-05-10 ResNet50 ddp dlperf 运行结果

4abe359b
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 318.63

表 2022-05-10 ResNet50 ddp dlperf 运行结果

4abe359b
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2350.16

表 2022-05-10 ResNet50 graph dlperf 运行结果

4abe359b
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1524.89
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22986 MiB / 388.8
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23714 MiB / 1510.71
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23760 MiB / 389.59

表 2022-05-10 ResNet50 graph dlperf 运行结果

4abe359b
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24048 MiB / 10839.28
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24158 MiB / 3045.68
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24826 MiB / 10650.72
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24880 MiB / 2979.36

表 2022-05-10 WDL ddp dlperf 运行结果

4abe359b
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 300.9260336570442
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.063524655997753
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 117.9467263519764

表 2022-05-10 WDL ddp dlperf 运行结果

4abe359b
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2666 MiB / 41.756586227566004
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2216 MiB / 6.7598519921302795
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2436 MiB / 21.516642469912767

表 2022-05-10 WDL graph dlperf 运行结果

4abe359b
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4236 MiB / 167.70999697223306
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1478 MiB / 1.517060823738575
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3106 MiB / 94.69545194134116

表 2022-05-10 WDL graph dlperf 运行结果

4abe359b
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2909 MiB / 21.304279651492834
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2191 MiB / 3.3603827469050884
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2579 MiB / 12.510394304990768

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表 2022-05-11 ResNet50 ddp dlperf 运行结果

6421a51
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 318.74

表 2022-05-11 ResNet50 graph dlperf 运行结果

6421a51
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1508.99
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22984 MiB / 386.33
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23684 MiB / 1482.3
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23750 MiB / 385.08

表 2022-05-11 WDL ddp dlperf 运行结果

6421a51
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 304.40418727323413
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.070364858955145
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 119.61738810315728

表 2022-05-11 WDL graph dlperf 运行结果

6421a51
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4746 MiB / 170.90625868365169
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1478 MiB / 1.4782837256789207
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3106 MiB / 93.98922028020024

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表 2022-05-12 ResNet50 ddp dlperf 运行结果

2925f00f
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 319.27

表 2022-05-12 ResNet50 ddp dlperf 运行结果

2925f00f
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2355.92

表 2022-05-12 ResNet50 graph dlperf 运行结果

2925f00f
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1515.18
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23036 MiB / 388.76
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23682 MiB / 1485.54
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23708 MiB / 386.08

表 2022-05-12 ResNet50 graph dlperf 运行结果

2925f00f
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24088 MiB / 10697.84
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24148 MiB / 3037.36
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24818 MiB / 10743.44
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24904 MiB / 2987.52

表 2022-05-12 WDL ddp dlperf 运行结果

2925f00f
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 301.6199085377157
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.097774285823107
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 119.3243205472827

表 2022-05-12 WDL ddp dlperf 运行结果

2925f00f
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2666 MiB / 41.96615158393979
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2216 MiB / 6.595474328845739
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2436 MiB / 21.248769514262676

表 2022-05-12 WDL graph dlperf 运行结果

2925f00f
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4746 MiB / 171.79899736493826
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1476 MiB / 1.4992695860564709
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3106 MiB / 96.29827499762177

表 2022-05-12 WDL graph dlperf 运行结果

2925f00f
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2973 MiB / 21.85895549878478
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2191 MiB / 3.3689139559865
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2571 MiB / 12.45945905894041

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表 2022-05-13 ResNet50 ddp dlperf 运行结果

0ad6733
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2363.6

表 2022-05-13 ResNet50 graph dlperf 运行结果

0ad6733
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24090 MiB / 10815.2
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24148 MiB / 3036.96
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24858 MiB / 10771.04
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24874 MiB / 2966.72

表 2022-05-13 WDL ddp dlperf 运行结果

0ad6733
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2666 MiB / 40.831202775239944
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2216 MiB / 6.6353478245437145
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2436 MiB / 21.402670316398144

表 2022-05-13 WDL graph dlperf 运行结果

0ad6733
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2973 MiB / 21.326240353286266
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2191 MiB / 3.2991334311664104
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2547 MiB / 12.27147825807333

表 2022-05-13 ResNet50 ddp dlperf 运行结果

8ae6c41
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 319.34

表 2022-05-13 ResNet50 graph dlperf 运行结果

8ae6c41
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1512.34
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22986 MiB / 384.34
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23678 MiB / 1484.41
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23698 MiB / 383.69

表 2022-05-13 WDL ddp dlperf 运行结果

8ae6c41
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 318.83345828577876
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.313508257269859
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 137.03867534920573

表 2022-05-13 WDL graph dlperf 运行结果

8ae6c41
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4746 MiB / 158.39239247515798
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1476 MiB / 1.4626655206084251
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3106 MiB / 84.34315771237016

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表 2022-05-14 ResNet50 ddp dlperf 运行结果

944ad628
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 319.29

表 2022-05-14 ResNet50 ddp dlperf 运行结果

944ad628
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2359.52

表 2022-05-14 ResNet50 graph dlperf 运行结果

944ad628
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1512.03
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22982 MiB / 392.03
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23692 MiB / 1503.81
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23764 MiB / 385.77

表 2022-05-14 ResNet50 graph dlperf 运行结果

944ad628
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24088 MiB / 10720.48
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24144 MiB / 3029.36
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24846 MiB / 10729.28
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24852 MiB / 2971.04

表 2022-05-14 WDL ddp dlperf 运行结果

944ad628
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 301.72775399684906
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.147641833871603
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 120.90900176018476

表 2022-05-14 WDL graph dlperf 运行结果

944ad628
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4746 MiB / 170.40045065060258
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1476 MiB / 1.5055376626551151
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3042 MiB / 97.98973647132516

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表 2022-05-15 ResNet50 ddp dlperf 运行结果

3042749
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 319.08

表 2022-05-15 ResNet50 graph dlperf 运行结果

3042749
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1509.87
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22986 MiB / 389.5
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23688 MiB / 1510.65
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23708 MiB / 389.6

表 2022-05-15 WDL ddp dlperf 运行结果

3042749
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 300.9220148399472
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.082046613097191
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 118.52849021926522

表 2022-05-15 WDL ddp dlperf 运行结果

3042749
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2666 MiB / 40.78918404132128
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2216 MiB / 6.6182686649262905
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2436 MiB / 21.24025771766901

表 2022-05-15 WDL graph dlperf 运行结果

3042749
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4746 MiB / 166.11498599499464
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1476 MiB / 1.4970311857759953
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3106 MiB / 96.58953167870641

表 2022-05-15 WDL graph dlperf 运行结果

3042749
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2973 MiB / 21.392423320561647
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2191 MiB / 3.225696075707674
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2579 MiB / 12.137069839984179

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表 2022-05-16 ResNet50 ddp dlperf 运行结果

4787170d0
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27060 MiB / 318.83

表 2022-05-16 ResNet50 graph dlperf 运行结果

4787170d0
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22906 MiB / 1519.44
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22984 MiB / 387.26
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23704 MiB / 1493.92
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23788 MiB / 383.87

表 2022-05-16 WDL ddp dlperf 运行结果

4787170d0
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5424 MiB / 301.2004911378026
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1834 MiB / 4.154437091201544
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3550 MiB / 117.7886158414185

表 2022-05-16 WDL graph dlperf 运行结果

4787170d0
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4236 MiB / 166.5742148309946
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1476 MiB / 1.518830120563507
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3106 MiB / 94.697659868747

表 2022-05-16 ResNet50 ddp dlperf 运行结果

5e6451ca7
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27460 MiB / 2351.6

表 2022-05-16 ResNet50 graph dlperf 运行结果

5e6451ca7
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24068 MiB / 10794.08
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24160 MiB / 3027.04
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24890 MiB / 10768.32
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24920 MiB / 2988.32

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表 2022-05-17 WDL graph dlperf 运行结果

a2145c727
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g None MiB / 0

表 2022-05-17 ResNet50 ddp dlperf 运行结果

cdf34dbc2
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g None MiB / 0

表 2022-05-17 ResNet50 graph dlperf 运行结果

cdf34dbc2
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g None MiB / 0
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g None MiB / 0
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g None MiB / 0
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g None MiB / 0

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表 2022-05-20 ResNet50 ddp dlperf 运行结果

ad9aa8c
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27066 MiB / 321.87

表 2022-05-20 ResNet50 graph dlperf 运行结果

ad9aa8c
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22912 MiB / 1540.91
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23038 MiB / 394.09
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23694 MiB / 1520.75
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23724 MiB / 395.84

表 2022-05-20 WDL ddp dlperf 运行结果

ad9aa8c
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5430 MiB / 312.14761059358716
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1840 MiB / 4.187230002135038
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3556 MiB / 130.22070188820362

表 2022-05-20 WDL graph dlperf 运行结果

ad9aa8c
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4752 MiB / 153.16442050412297
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1482 MiB / 1.455139085650444
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3048 MiB / 80.48255839571357

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表 2022-05-21 ResNet50 graph train 50E运行结果

0ed4f466
Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n8g 11410 MiB / 10630.08 / 76.0

表 2022-05-21 ResNet50 ddp dlperf 运行结果

38b6495
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27066 MiB / 318.33

表 2022-05-21 ResNet50 ddp dlperf 运行结果

38b6495
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27466 MiB / 2356.08

表 2022-05-21 ResNet50 graph dlperf 运行结果

38b6495
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22912 MiB / 1509.46
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23014 MiB / 387.77
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23700 MiB / 1496.67
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23746 MiB / 385.71

表 2022-05-21 ResNet50 graph dlperf 运行结果

38b6495
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24074 MiB / 10746.0
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24190 MiB / 3041.92
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24846 MiB / 10832.24
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24890 MiB / 2970.0

表 2022-05-21 WDL ddp dlperf 运行结果

38b6495
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5430 MiB / 309.59268153458834
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1840 MiB / 4.2023018412292
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3556 MiB / 129.66127562895417

表 2022-05-21 WDL graph dlperf 运行结果

38b6495
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4752 MiB / 165.80314771458507
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1482 MiB / 1.457510706037283
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3112 MiB / 85.30815675109625

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表 2022-05-22 ResNet50 ddp dlperf 运行结果

0afc09f
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27066 MiB / 318.75

表 2022-05-22 ResNet50 graph dlperf 运行结果

0afc09f
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22912 MiB / 1517.78
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 22990 MiB / 387.46
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23688 MiB / 1490.34
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23726 MiB / 387.15

表 2022-05-22 WDL ddp dlperf 运行结果

0afc09f
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5430 MiB / 302.3267007730901
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1840 MiB / 4.155577626079321
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3556 MiB / 119.75239384546876

表 2022-05-22 WDL graph dlperf 运行结果

0afc09f
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4752 MiB / 167.89393467083573
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1484 MiB / 1.4240652769804
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3112 MiB / 89.4975531771779

表 2022-05-22 ResNet50 ddp dlperf 运行结果

7476de9
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27466 MiB / 2350.4

表 2022-05-22 ResNet50 graph dlperf 运行结果

7476de9
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24074 MiB / 10817.04
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24148 MiB / 3041.44
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24878 MiB / 10727.84
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24912 MiB / 3001.92

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表 2022-05-23 ResNet50 ddp dlperf 运行结果

7476de9
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27066 MiB / 318.9

表 2022-05-23 ResNet50 ddp dlperf 运行结果

7476de9
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27466 MiB / 2346.88

表 2022-05-23 ResNet50 graph dlperf 运行结果

7476de9
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22912 MiB / 1510.76
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23042 MiB / 387.92
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23702 MiB / 1496.37
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23716 MiB / 387.02

表 2022-05-23 ResNet50 graph dlperf 运行结果

7476de9
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24074 MiB / 10702.24
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24154 MiB / 3029.44
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24842 MiB / 10823.36
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24900 MiB / 2942.4

表 2022-05-23 WDL ddp dlperf 运行结果

7476de9
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5430 MiB / 304.2198572233319
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1840 MiB / 4.146246988326311
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3556 MiB / 120.27159281075001

表 2022-05-23 WDL graph dlperf 运行结果

7476de9
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4752 MiB / 168.9178863465786
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1482 MiB / 1.5098589770495892
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2856 MiB / 94.29860880225897

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表 2022-05-26 ResNet50 ddp dlperf 运行结果

3bf33ad
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27066 MiB / 318.01

表 2022-05-26 ResNet50 graph dlperf 运行结果

3bf33ad
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22912 MiB / 1520.92
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23066 MiB / 387.07
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23690 MiB / 1504.9
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23712 MiB / 387.3

表 2022-05-26 WDL ddp dlperf 运行结果

3bf33ad
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5430 MiB / 304.9048557430506
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1840 MiB / 4.050893165171146
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3556 MiB / 127.47526326775551

表 2022-05-26 WDL graph dlperf 运行结果

3bf33ad
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4752 MiB / 168.9307601414621
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1482 MiB / 1.4917825795710087
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2856 MiB / 90.50108759850264

表 2022-05-26 ResNet50 ddp dlperf 运行结果

dd83698
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27466 MiB / 2341.44

表 2022-05-26 ResNet50 graph dlperf 运行结果

dd83698
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24054 MiB / 10763.36
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24156 MiB / 3041.68
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24850 MiB / 11202.72
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24910 MiB / 3016.96

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表 2022-05-27 ResNet50 ddp dlperf 运行结果

a447420
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27066 MiB / 318.91

表 2022-05-27 ResNet50 graph dlperf 运行结果

a447420
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 22912 MiB / 1508.85
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23018 MiB / 390.03
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23690 MiB / 1498.06
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23740 MiB / 391.05

表 2022-05-27 WDL ddp dlperf 运行结果

a447420
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5430 MiB / 300.89791110903025
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1840 MiB / 4.119891092181206
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3556 MiB / 120.54904874786735

表 2022-05-27 WDL graph dlperf 运行结果

a447420
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4752 MiB / 167.497763376683
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1482 MiB / 1.4924899265170097
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3112 MiB / 92.99978451058269

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