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202207_OneFlow_All_Models_Test_Report_On_master #31

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github-actions bot opened this issue Jul 1, 2022 · 23 comments
Open

202207_OneFlow_All_Models_Test_Report_On_master #31

github-actions bot opened this issue Jul 1, 2022 · 23 comments

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github-actions bot commented Jul 1, 2022

202207_OneFlow_All_Models_Test_Report_On_master
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github-actions bot commented Jul 1, 2022

表 2022-07-01 ResNet50 ddp dlperf 运行结果

43d8c304
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27032 MiB / 319.67

表 2022-07-01 ResNet50 ddp dlperf 运行结果

43d8c304
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27432 MiB / 2376.64

表 2022-07-01 ResNet50 graph dlperf 运行结果

43d8c304
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23008 MiB / 1518.79
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23132 MiB / 390.43
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23778 MiB / 1497.32
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23844 MiB / 386.94

表 2022-07-01 ResNet50 graph dlperf 运行结果

43d8c304
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24106 MiB / 10837.44
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24210 MiB / 3045.92
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24906 MiB / 10676.48
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24892 MiB / 2934.08

表 2022-07-01 WDL ddp dlperf 运行结果

43d8c304
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5718 MiB / 506.1953640260035
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1918 MiB / 7.415626081987284
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3904 MiB / 238.130354125984

表 2022-07-01 WDL ddp dlperf 运行结果

43d8c304
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2792 MiB / 77.65183314704336
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2318 MiB / 10.453248256002553
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2530 MiB / 42.94515543302987

表 2022-07-01 WDL graph dlperf 运行结果

43d8c304
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4846 MiB / 167.71387051208876
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1730 MiB / 2.668907047016546
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2950 MiB / 92.850307538989

表 2022-07-01 WDL graph dlperf 运行结果

43d8c304
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 3487 MiB / 13.865376622998156

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github-actions bot commented Jul 2, 2022

表 2022-07-02 ResNet50 ddp dlperf 运行结果

6eda8477
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27032 MiB / 319.72

表 2022-07-02 ResNet50 ddp dlperf 运行结果

6eda8477
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27432 MiB / 2379.36

表 2022-07-02 ResNet50 graph dlperf 运行结果

6eda8477
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23008 MiB / 1524.42
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23132 MiB / 392.19
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23832 MiB / 1506.37
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23840 MiB / 389.84

表 2022-07-02 ResNet50 graph dlperf 运行结果

6eda8477
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24106 MiB / 10970.56
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24210 MiB / 3037.52
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24878 MiB / 10632.24
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24884 MiB / 2977.76

表 2022-07-02 WDL ddp dlperf 运行结果

6eda8477
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5716 MiB / 510.8013739848975
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1916 MiB / 7.676854987163097
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3902 MiB / 225.13784523122013

表 2022-07-02 WDL ddp dlperf 运行结果

6eda8477
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2790 MiB / 80.02979794889688
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2316 MiB / 10.459231521002948
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2528 MiB / 43.75512395100668

表 2022-07-02 WDL graph dlperf 运行结果

6eda8477
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4334 MiB / 165.40051110787317
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1728 MiB / 2.689673670101911
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2948 MiB / 96.29102153494023

表 2022-07-02 WDL graph dlperf 运行结果

6eda8477
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4063 MiB / 23.730050429934636
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2917 MiB / 4.23223427683115
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g None MiB / 0

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github-actions bot commented Jul 3, 2022

表 2022-07-03 ResNet50 ddp dlperf 运行结果

dfe4809
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27032 MiB / 320.41

表 2022-07-03 ResNet50 graph dlperf 运行结果

dfe4809
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23008 MiB / 1534.47
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23132 MiB / 396.92
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23776 MiB / 1526.53
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23836 MiB / 392.22

表 2022-07-03 ResNet50 graph dlperf 运行结果

dfe4809
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24106 MiB / 10755.04
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24210 MiB / 3049.12
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24896 MiB / 10617.6
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24898 MiB / 2973.28

表 2022-07-03 WDL ddp dlperf 运行结果

dfe4809
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5716 MiB / 486.2627447023988
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1916 MiB / 4.837353892624378
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3902 MiB / 195.92966045439243

表 2022-07-03 WDL ddp dlperf 运行结果

dfe4809
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2790 MiB / 56.336377553641796
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2316 MiB / 7.849209938198328
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2528 MiB / 27.518467638641596

表 2022-07-03 WDL graph dlperf 运行结果

dfe4809
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4844 MiB / 165.08405082300305
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1728 MiB / 2.7131738997995853
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2948 MiB / 93.59846635907888

表 2022-07-03 WDL graph dlperf 运行结果

dfe4809
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4063 MiB / 23.651786152273417
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 3485 MiB / 13.791539620608091

表 2022-07-03 ResNet50 ddp train 50E运行结果

fb2d463e
Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n8g 21360 MiB / 2316.0 / 76.14599999999999

表 2022-07-03 ResNet50 graph train 50E运行结果

fb2d463e
Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n8g 11488 MiB / 10642.24 / 76.1

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github-actions bot commented Jul 4, 2022

表 2022-07-04 ResNet50 ddp dlperf 运行结果

4d106db
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27032 MiB / 319.04

表 2022-07-04 ResNet50 ddp dlperf 运行结果

4d106db
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27432 MiB / 2352.48

表 2022-07-04 ResNet50 graph dlperf 运行结果

4d106db
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23008 MiB / 1513.72
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23132 MiB / 389.14
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23786 MiB / 1510.23
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23846 MiB / 388.81

表 2022-07-04 ResNet50 graph dlperf 运行结果

4d106db
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24106 MiB / 10817.2
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24210 MiB / 3028.4
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24894 MiB / 10725.52
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24956 MiB / 2980.08

表 2022-07-04 WDL ddp dlperf 运行结果

4d106db
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5716 MiB / 486.63056897209026
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1916 MiB / 4.9393112189136446
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3902 MiB / 196.37708401307464

表 2022-07-04 WDL ddp dlperf 运行结果

4d106db
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2790 MiB / 56.19725484098308
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2316 MiB / 7.892991668079048
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2528 MiB / 27.413120365934446

表 2022-07-04 WDL graph dlperf 运行结果

4d106db
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4334 MiB / 168.3205536790192
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1728 MiB / 2.6783586859237403
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3204 MiB / 92.49571059504524

表 2022-07-04 WDL graph dlperf 运行结果

4d106db
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4063 MiB / 23.649696447886527
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2917 MiB / 4.17529453500174
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g None MiB / 0

表 2022-07-04 ResNet50 ddp train 50E运行结果

a224698
Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n4g 20940 MiB / 1195.36 / 76.312

表 2022-07-04 ResNet50 graph train 50E运行结果

a224698
Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g 10746 MiB / 5372.56 / 76.064

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github-actions bot commented Jul 5, 2022

表 2022-07-05 ResNet50 ddp dlperf 运行结果

b537eae7
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27432 MiB / 2345.28

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

b537eae7
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24106 MiB / 10871.52
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24162 MiB / 3036.48
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24882 MiB / 10684.16
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24950 MiB / 3000.32

表 2022-07-05 WDL ddp dlperf 运行结果

b537eae7
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2790 MiB / 54.92365260515362
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2316 MiB / 7.784140198957175
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2528 MiB / 27.220643561100587

表 2022-07-05 WDL graph dlperf 运行结果

b537eae7
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4063 MiB / 23.609249306144193
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 3485 MiB / 13.872209877939895

表 2022-07-05 ResNet50 ddp dlperf 运行结果

d2e40b43
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27032 MiB / 319.07

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

d2e40b43
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23008 MiB / 1524.09
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23132 MiB / 394.82
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23786 MiB / 1524.24
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23872 MiB / 394.21

表 2022-07-05 WDL ddp dlperf 运行结果

d2e40b43
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5716 MiB / 500.14817205793224
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1916 MiB / 4.687711735954508
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3902 MiB / 195.53506159689277

表 2022-07-05 WDL graph dlperf 运行结果

d2e40b43
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4844 MiB / 163.28040308505297
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1728 MiB / 2.7071060959715396
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3204 MiB / 91.48552898992784

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表 2022-07-11 ResNet50 ddp train 50E运行结果

a224698
Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n4g 21048 MiB / 1159.2 / 76.36

表 2022-07-11 ResNet50 graph train 50E运行结果

a224698
Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g 10970 MiB / 5301.64 / 75.976

表 2022-07-11 ResNet50 ddp dlperf 运行结果

b79be4f3
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 319.6

表 2022-07-11 ResNet50 graph dlperf 运行结果

b79be4f3
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1522.77
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 391.64
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23806 MiB / 1507.83
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23862 MiB / 388.23

表 2022-07-11 ResNet50 graph dlperf 运行结果

b79be4f3
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10838.16
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24214 MiB / 3038.32
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24880 MiB / 11011.28
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24882 MiB / 3010.24

表 2022-07-11 WDL ddp dlperf 运行结果

b79be4f3
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5720 MiB / 471.7693641309161
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1920 MiB / 5.1315806759521365
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3906 MiB / 192.23727165791206

表 2022-07-11 WDL ddp dlperf 运行结果

b79be4f3
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2794 MiB / 55.88389480300248
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2320 MiB / 7.792693946976215
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2532 MiB / 27.178031262010336

表 2022-07-11 WDL graph dlperf 运行结果

b79be4f3
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4338 MiB / 166.13434473308735
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1732 MiB / 2.688315913081169
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3208 MiB / 91.86933090607636

表 2022-07-11 WDL graph dlperf 运行结果

b79be4f3
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2921 MiB / 4.221485090907663
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 3489 MiB / 13.886403825134039

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表 2022-07-12 ResNet50 ddp dlperf 运行结果

bfaa258f
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 319.29

表 2022-07-12 ResNet50 graph dlperf 运行结果

bfaa258f
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1510.5
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 389.65
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23796 MiB / 1495.3
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23854 MiB / 387.04

表 2022-07-12 ResNet50 graph dlperf 运行结果

bfaa258f
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10790.48
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24214 MiB / 3030.72
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24908 MiB / 10562.64
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24942 MiB / 2972.08

表 2022-07-12 WDL ddp dlperf 运行结果

bfaa258f
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5720 MiB / 484.9679845890496
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1920 MiB / 4.778349493863061
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3906 MiB / 184.04600096913055

表 2022-07-12 WDL ddp dlperf 运行结果

bfaa258f
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2794 MiB / 54.439648065017536
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2320 MiB / 7.859347997000441
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2532 MiB / 26.580515581183136

表 2022-07-12 WDL graph dlperf 运行结果

bfaa258f
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4338 MiB / 163.39756826707162
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1732 MiB / 2.680621252860874
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3208 MiB / 88.50120996288024

表 2022-07-12 WDL graph dlperf 运行结果

bfaa258f
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4067 MiB / 23.640241588000208
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 3489 MiB / 13.84319605003111

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表 2022-07-13 ResNet50 ddp dlperf 运行结果

601043cd
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 318.71

表 2022-07-13 ResNet50 ddp dlperf 运行结果

601043cd
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27436 MiB / 2363.76

表 2022-07-13 ResNet50 graph dlperf 运行结果

601043cd
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1526.47
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23088 MiB / 390.94
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23818 MiB / 1505.18
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23872 MiB / 390.9

表 2022-07-13 ResNet50 graph dlperf 运行结果

601043cd
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10863.2
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24214 MiB / 3028.4
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24892 MiB / 11082.4
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24938 MiB / 2981.12

表 2022-07-13 ResNet50 graph train 50E运行结果

601043cd
Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n8g 11504 MiB / 10680.4 / 76.05199999999999

表 2022-07-13 WDL ddp dlperf 运行结果

601043cd
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5720 MiB / 455.8706851559691
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1920 MiB / 4.9887801699806005
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3906 MiB / 183.12628947687335

表 2022-07-13 WDL ddp dlperf 运行结果

601043cd
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2794 MiB / 55.049626514315605
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2320 MiB / 7.740784861147404
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2532 MiB / 26.841401629149914

表 2022-07-13 WDL graph dlperf 运行结果

601043cd
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4848 MiB / 163.6105713970028
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1732 MiB / 2.665830326033756
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2952 MiB / 89.68831348395906

表 2022-07-13 WDL graph dlperf 运行结果

601043cd
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4067 MiB / 23.697195429354906
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2921 MiB / 4.227805130183697
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g None MiB / 0

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表 2022-07-14 ResNet50 ddp dlperf 运行结果

dd580f21
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 319.7

表 2022-07-14 ResNet50 graph dlperf 运行结果

dd580f21
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1502.22
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 387.49
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23800 MiB / 1488.09
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23852 MiB / 386.88

表 2022-07-14 WDL ddp dlperf 运行结果

dd580f21
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5720 MiB / 473.6010101214051
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1920 MiB / 4.732039224356413
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3906 MiB / 191.82378407940269

表 2022-07-14 WDL graph dlperf 运行结果

dd580f21
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4848 MiB / 171.0278780311346
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1732 MiB / 2.65961766988039
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2952 MiB / 88.8105354681611

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表 2022-07-15 ResNet50 ddp dlperf 运行结果

a6457849
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 318.58

表 2022-07-15 ResNet50 graph dlperf 运行结果

a6457849
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1516.57
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 389.84
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23782 MiB / 1492.2
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23846 MiB / 385.84

表 2022-07-15 WDL ddp dlperf 运行结果

a6457849
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5720 MiB / 472.30870031937957
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1920 MiB / 4.694067500531673
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3906 MiB / 179.59535356611013

表 2022-07-15 WDL ddp dlperf 运行结果

a6457849
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2794 MiB / 55.74865731224418
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2320 MiB / 7.848903600126505
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2532 MiB / 26.81733064725995

表 2022-07-15 WDL graph dlperf 运行结果

a6457849
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4338 MiB / 163.29694682359695
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1732 MiB / 2.55575155839324
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2952 MiB / 94.29352206736803

表 2022-07-15 WDL graph dlperf 运行结果

a6457849
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 3489 MiB / 13.762137286365032

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表 2022-07-16 ResNet50 ddp dlperf 运行结果

0f3ebdc8
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 320.2

表 2022-07-16 ResNet50 ddp dlperf 运行结果

0f3ebdc8
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27436 MiB / 2374.8

表 2022-07-16 ResNet50 graph dlperf 运行结果

0f3ebdc8
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1533.19
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 396.28
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23804 MiB / 1519.14
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23852 MiB / 392.81

表 2022-07-16 ResNet50 graph dlperf 运行结果

0f3ebdc8
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10873.92
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24166 MiB / 3020.0
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24908 MiB / 10678.56
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24930 MiB / 3001.68

表 2022-07-16 WDL ddp dlperf 运行结果

0f3ebdc8
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5720 MiB / 477.2304268977605
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1920 MiB / 4.508518743794411
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3906 MiB / 186.05242153583094

表 2022-07-16 WDL ddp dlperf 运行结果

0f3ebdc8
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2794 MiB / 53.89377269893885
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2320 MiB / 7.875754155218601
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2532 MiB / 26.579756910912693

表 2022-07-16 WDL graph dlperf 运行结果

0f3ebdc8
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4848 MiB / 168.4985589981079
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1732 MiB / 2.661994060035795
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3208 MiB / 91.21352799376473

表 2022-07-16 WDL graph dlperf 运行结果

0f3ebdc8
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4067 MiB / 23.86315927701071
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2921 MiB / 4.220414082985371
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g None MiB / 0

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表 2022-07-17 ResNet50 ddp train 50E运行结果

0f3ebdc8
Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n8g 21364 MiB / 2314.56 / 76.24600000000001

表 2022-07-17 ResNet50 graph train 50E运行结果

0f3ebdc8
Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n8g 11480 MiB / 10585.76 / 76.122

表 2022-07-17 ResNet50 ddp dlperf 运行结果

9e38f03b
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 319.72

表 2022-07-17 ResNet50 ddp dlperf 运行结果

9e38f03b
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27436 MiB / 2362.48

表 2022-07-17 ResNet50 graph dlperf 运行结果

9e38f03b
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1512.39
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 387.91
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23774 MiB / 1471.76
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23848 MiB / 384.81

表 2022-07-17 ResNet50 graph dlperf 运行结果

9e38f03b
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10869.44
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24214 MiB / 3036.88
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24880 MiB / 10511.12
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24878 MiB / 2971.12

表 2022-07-17 WDL ddp dlperf 运行结果

9e38f03b
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5720 MiB / 446.41176610440016
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1920 MiB / 4.438549429178238
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3906 MiB / 186.93286706879735

表 2022-07-17 WDL ddp dlperf 运行结果

9e38f03b
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2794 MiB / 55.133844348136336
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2320 MiB / 7.850322878919542
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2532 MiB / 26.429806917905807

表 2022-07-17 WDL graph dlperf 运行结果

9e38f03b
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4848 MiB / 162.58959405124187
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1732 MiB / 2.67685404419899
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2952 MiB / 95.59922660142183

表 2022-07-17 WDL graph dlperf 运行结果

9e38f03b
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4067 MiB / 23.810471185017377
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2921 MiB / 4.240796694997698
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g None MiB / 0

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表 2022-07-18 ResNet50 ddp dlperf 运行结果

8877ae6f
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 318.44

表 2022-07-18 ResNet50 ddp dlperf 运行结果

8877ae6f
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27436 MiB / 2363.6

表 2022-07-18 ResNet50 graph dlperf 运行结果

8877ae6f
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1512.19
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 388.83
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23798 MiB / 1490.11
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23854 MiB / 386.04

表 2022-07-18 ResNet50 graph dlperf 运行结果

8877ae6f
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10942.8
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24214 MiB / 3040.4
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24894 MiB / 10967.28
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24972 MiB / 2975.2

表 2022-07-18 WDL ddp dlperf 运行结果

8877ae6f
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5722 MiB / 420.056261703372
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1922 MiB / 4.414355844259262
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3908 MiB / 189.92383395507932

表 2022-07-18 WDL ddp dlperf 运行结果

8877ae6f
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2796 MiB / 55.0527170561254
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2322 MiB / 7.781482934951782
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2534 MiB / 26.285587139427662

表 2022-07-18 WDL graph dlperf 运行结果

8877ae6f
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4340 MiB / 163.78125211969018
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1734 MiB / 2.57985445484519
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2954 MiB / 92.58843641728163

表 2022-07-18 WDL graph dlperf 运行结果

8877ae6f
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2923 MiB / 4.1946905590593815
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 3491 MiB / 13.83766845986247

表 2022-07-18 ResNet50 ddp train 50E运行结果

a224698
Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n4g 21064 MiB / 1164.08 / 76.24

表 2022-07-18 ResNet50 graph train 50E运行结果

a224698
Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g 11052 MiB / 5345.68 / 75.996

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表 2022-07-19 ResNet50 ddp dlperf 运行结果

4d9dac4a
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 318.39

表 2022-07-19 ResNet50 ddp dlperf 运行结果

4d9dac4a
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27436 MiB / 2370.0

表 2022-07-19 ResNet50 graph dlperf 运行结果

4d9dac4a
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1513.45
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 388.91
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23786 MiB / 1498.99
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23856 MiB / 385.66

表 2022-07-19 ResNet50 graph dlperf 运行结果

4d9dac4a
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10925.84
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24166 MiB / 3043.84
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24886 MiB / 10852.0
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24958 MiB / 2966.08

表 2022-07-19 WDL ddp dlperf 运行结果

4d9dac4a
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5722 MiB / 431.1345343105495
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1922 MiB / 4.529356155544519
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3908 MiB / 185.94932153820992

表 2022-07-19 WDL ddp dlperf 运行结果

4d9dac4a
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2796 MiB / 56.266199349891394
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2322 MiB / 7.786217451095581
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2534 MiB / 26.303386287298054

表 2022-07-19 WDL graph dlperf 运行结果

4d9dac4a
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4340 MiB / 180.40726071223617
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1734 MiB / 2.6752702333033085
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3210 MiB / 100.4908096306026

表 2022-07-19 WDL graph dlperf 运行结果

4d9dac4a
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4069 MiB / 23.692577107343823
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 3491 MiB / 13.98122958606109

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表 2022-07-20 ResNet50 ddp dlperf 运行结果

f57b0a02
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 319.63

表 2022-07-20 ResNet50 ddp dlperf 运行结果

f57b0a02
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27436 MiB / 2370.96

表 2022-07-20 ResNet50 graph dlperf 运行结果

f57b0a02
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1509.12
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 389.65
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23778 MiB / 1505.85
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23876 MiB / 387.05

表 2022-07-20 ResNet50 graph dlperf 运行结果

f57b0a02
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10856.64
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24214 MiB / 3037.84
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24882 MiB / 10815.12
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24932 MiB / 2969.36

表 2022-07-20 WDL ddp dlperf 运行结果

f57b0a02
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5722 MiB / 473.759262599051
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1922 MiB / 4.497139584738761
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3908 MiB / 185.88623749976978

表 2022-07-20 WDL ddp dlperf 运行结果

f57b0a02
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2796 MiB / 56.69507809728384
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2322 MiB / 7.927781761158258
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2534 MiB / 26.440197794232517

表 2022-07-20 WDL graph dlperf 运行结果

f57b0a02
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4340 MiB / 164.67879984993488
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1734 MiB / 2.7090678638778627
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2954 MiB / 94.78525863075629

表 2022-07-20 WDL graph dlperf 运行结果

f57b0a02
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4069 MiB / 23.79743988905102
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2923 MiB / 4.263853658922017
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g 3491 MiB / 13.85497986106202

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表 2022-07-21 ResNet50 ddp dlperf 运行结果

c677eea2
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 319.66

表 2022-07-21 ResNet50 graph dlperf 运行结果

c677eea2
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1543.25
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 398.14
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23776 MiB / 1506.93
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23862 MiB / 396.1

表 2022-07-21 WDL ddp dlperf 运行结果

c677eea2
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5722 MiB / 482.23022789973766
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1922 MiB / 4.779715972021222
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3908 MiB / 179.90525794122368

表 2022-07-21 WDL graph dlperf 运行结果

c677eea2
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4340 MiB / 179.19113917415962
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1734 MiB / 2.678240008186549
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3210 MiB / 99.49415518622845

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表 2022-07-22 ResNet50 ddp dlperf 运行结果

ae33d7f2
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27436 MiB / 2364.72

表 2022-07-22 ResNet50 graph dlperf 运行结果

ae33d7f2
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1508.88
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 388.31
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23786 MiB / 1481.76
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23860 MiB / 385.5

表 2022-07-22 ResNet50 graph dlperf 运行结果

ae33d7f2
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10792.32
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24214 MiB / 3040.08
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24886 MiB / 10669.12
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24948 MiB / 2987.04

表 2022-07-22 WDL graph dlperf 运行结果

ae33d7f2
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4850 MiB / 169.01169126853347
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1734 MiB / 2.7092560306191444
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2954 MiB / 95.52883282676339

表 2022-07-22 ResNet50 ddp dlperf 运行结果

e9b7a4b6
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 319.4

表 2022-07-22 ResNet50 graph dlperf 运行结果

e9b7a4b6
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1518.73
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 389.2
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23776 MiB / 1492.32
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23848 MiB / 388.13

表 2022-07-22 WDL ddp dlperf 运行结果

e9b7a4b6
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5722 MiB / 473.6710460106842
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1922 MiB / 4.487587603274733
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3908 MiB / 189.3042778680101

表 2022-07-22 WDL graph dlperf 运行结果

e9b7a4b6
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4340 MiB / 172.1928101759404
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1734 MiB / 2.683291999157518
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2954 MiB / 92.16591969272122

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表 2022-07-23 ResNet50 ddp dlperf 运行结果

76644649
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 320.05

表 2022-07-23 ResNet50 ddp dlperf 运行结果

76644649
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27436 MiB / 2364.96

表 2022-07-23 ResNet50 graph dlperf 运行结果

76644649
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1514.29
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 392.27
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23784 MiB / 1496.09
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23854 MiB / 388.88

表 2022-07-23 ResNet50 graph dlperf 运行结果

76644649
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10802.08
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24214 MiB / 3051.68
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24888 MiB / 10602.4
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24960 MiB / 2980.0

表 2022-07-23 WDL ddp dlperf 运行结果

76644649
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5722 MiB / 456.4239942501299
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1922 MiB / 4.655442559625953
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3908 MiB / 187.7602641400881

表 2022-07-23 WDL graph dlperf 运行结果

76644649
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4340 MiB / 165.59376646531746
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1734 MiB / 2.668323101941496
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2954 MiB / 93.1816598852165

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表 2022-07-24 ResNet50 ddp dlperf 运行结果

b542e15e
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27036 MiB / 323.19

表 2022-07-24 ResNet50 ddp dlperf 运行结果

b542e15e
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27436 MiB / 2364.56

表 2022-07-24 ResNet50 graph dlperf 运行结果

b542e15e
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23012 MiB / 1542.95
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23136 MiB / 398.16
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23776 MiB / 1510.55
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23858 MiB / 395.22

表 2022-07-24 ResNet50 graph dlperf 运行结果

b542e15e
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24110 MiB / 10931.84
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24214 MiB / 3043.76
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24892 MiB / 10662.4
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24934 MiB / 2981.2

表 2022-07-24 WDL ddp dlperf 运行结果

b542e15e
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5722 MiB / 497.2607575840011
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1922 MiB / 4.455062042998179
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3908 MiB / 197.2082264660021

表 2022-07-24 WDL ddp dlperf 运行结果

b542e15e
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2796 MiB / 59.4180666430002
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2322 MiB / 7.808652154999436
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2534 MiB / 27.660544062000554

表 2022-07-24 WDL graph dlperf 运行结果

b542e15e
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4340 MiB / 166.57264805299928
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1734 MiB / 2.5749862319971726
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3210 MiB / 96.59183812999981

表 2022-07-24 WDL graph dlperf 运行结果

b542e15e
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2923 MiB / 4.2454728439988685
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g None MiB / 0

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表 2022-07-25 ResNet50 ddp dlperf 运行结果

5f615c11
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27040 MiB / 320.14

表 2022-07-25 ResNet50 graph dlperf 运行结果

5f615c11
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23016 MiB / 1519.12
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23140 MiB / 388.87
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23806 MiB / 1503.16
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23848 MiB / 387.12

表 2022-07-25 WDL ddp dlperf 运行结果

5f615c11
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5724 MiB / 472.4190893420018
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1924 MiB / 4.530978912021965
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3910 MiB / 188.94107764400542

表 2022-07-25 WDL ddp dlperf 运行结果

5f615c11
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2798 MiB / 59.395122065994656
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2324 MiB / 7.78982797099161
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2536 MiB / 27.55981229999452

表 2022-07-25 WDL graph dlperf 运行结果

5f615c11
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4852 MiB / 162.99940894497558
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1736 MiB / 2.6876287078484893
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2956 MiB / 94.50014715222642

表 2022-07-25 WDL graph dlperf 运行结果

5f615c11
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g None MiB / 0
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2925 MiB / 4.289270604989724
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g None MiB / 0

表 2022-07-25 ResNet50 ddp dlperf 运行结果

ad5b1040
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27440 MiB / 2358.48

表 2022-07-25 ResNet50 graph dlperf 运行结果

ad5b1040
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24114 MiB / 10836.0
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24218 MiB / 3024.24
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24896 MiB / 10615.04
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24940 MiB / 2989.44

表 2022-07-25 ResNet50 ddp train 50E运行结果

b542e15e
Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n4g 21124 MiB / 1148.0 / 76.13600000000001

表 2022-07-25 ResNet50 graph train 50E运行结果

b542e15e
Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g 11004 MiB / 5228.68 / 76.128

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表 2022-07-26 ResNet50 ddp dlperf 运行结果

146288ee
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27040 MiB / 319.91

表 2022-07-26 ResNet50 ddp dlperf 运行结果

146288ee
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g 27440 MiB / 2367.76

表 2022-07-26 ResNet50 graph dlperf 运行结果

146288ee
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23016 MiB / 1522.6
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23140 MiB / 390.74
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23788 MiB / 1503.15
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23860 MiB / 388.96

表 2022-07-26 ResNet50 graph dlperf 运行结果

146288ee
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g 24114 MiB / 10854.88
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g 24218 MiB / 3041.36
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g 24908 MiB / 10790.56
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g 24948 MiB / 2965.2

表 2022-07-26 WDL ddp dlperf 运行结果

146288ee
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5724 MiB / 496.6452651739819
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1924 MiB / 4.415829038014635
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3910 MiB / 196.48634862099425

表 2022-07-26 WDL ddp dlperf 运行结果

146288ee
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g 2798 MiB / 59.2959403769928
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g 2324 MiB / 7.77889630800928
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g 2536 MiB / 27.787376074993517

表 2022-07-26 WDL graph dlperf 运行结果

146288ee
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4342 MiB / 166.59239852899918
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1736 MiB / 2.5697002850065473
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 2956 MiB / 94.3814506130002

表 2022-07-26 WDL graph dlperf 运行结果

146288ee
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g 4071 MiB / 23.891232586000115
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g 2925 MiB / 4.2450135729741305
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g None MiB / 0

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表 2022-07-27 ResNet50 graph train 50E运行结果

4c039ec7
Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g None MiB / 1033.68 / 75.992

表 2022-07-27 ResNet50 ddp dlperf 运行结果

a91d570c
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27040 MiB / 321.85

表 2022-07-27 ResNet50 graph dlperf 运行结果

a91d570c
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23016 MiB / 1501.58
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23140 MiB / 388.15
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23800 MiB / 1489.09
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23860 MiB / 385.38

表 2022-07-27 WDL ddp dlperf 运行结果

a91d570c
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5724 MiB / 502.4041777480161
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1924 MiB / 4.688758378964849
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3910 MiB / 210.77194333198713

表 2022-07-27 WDL graph dlperf 运行结果

a91d570c
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4852 MiB / 146.0357095830259
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1736 MiB / 2.759409097954631
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3212 MiB / 74.03378849796718

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表 2022-07-28 ResNet50 ddp dlperf 运行结果

08b94f4a
Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g 27040 MiB / 319.42

表 2022-07-28 ResNet50 graph dlperf 运行结果

08b94f4a
Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g 23016 MiB / 1522.45
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g 23140 MiB / 392.28
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g 23780 MiB / 1499.07
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g 23848 MiB / 387.87

表 2022-07-28 WDL ddp dlperf 运行结果

08b94f4a
Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g 5726 MiB / 497.8645581550081
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g 1926 MiB / 4.668847522989381
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3912 MiB / 201.70890968095046

表 2022-07-28 WDL graph dlperf 运行结果

08b94f4a
Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g 4344 MiB / 164.20149727800163
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g 1738 MiB / 2.804599880008027
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g 3214 MiB / 86.55143864796264

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