202203_OneFlow_All_Models_Test_Report_On_master

Question

202203_OneFlow_All_Models_Test_Report_On_master

github-actions opened this issue 3 years ago · 28 comments

Answer 1 · 2022-03-01T21:14:51.000Z

表 2022-03-01 ResNet50 ddp dlperf 运行结果

	0e930ab
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27348 MiB / 2336.08

表 2022-03-01 ResNet50 graph dlperf 运行结果

	0e930ab
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24122 MiB / 9346.72
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24186 MiB / 3001.52
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24892 MiB / 10228.56
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24848 MiB / 3047.92

表 2022-03-01 ResNet50 lazy dlperf 运行结果

	0e930ab
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24496 MiB / 10509.082
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23720 MiB / 10967.812
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24054 MiB / 2975.573
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23332 MiB / 3039.35

表 2022-03-01 WDL ddp dlperf 运行结果

	0e930ab
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2804 MiB / 41.697254959493876
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2336 MiB / 6.381228551268578
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2574 MiB / 21.38000649958849

表 2022-03-01 WDL graph dlperf 运行结果

	0e930ab
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2913 MiB / 21.38608274050057
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2131 MiB / 2.933517474681139
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2519 MiB / 12.059434475377202

表 2022-03-01 ResNet50 ddp dlperf 运行结果

	b769add
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26916 MiB / 333.47

表 2022-03-01 ResNet50 graph dlperf 运行结果

	b769add
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	22984 MiB / 1408.41
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23072 MiB / 405.52
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23770 MiB / 1433.85
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23854 MiB / 401.37

表 2022-03-01 ResNet50 lazy dlperf 运行结果

	b769add
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23878 MiB / 1442.12
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1442.363
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23426 MiB / 390.672
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22752 MiB / 392.874

表 2022-03-01 WDL ddp dlperf 运行结果

	b769add
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5530 MiB / 301.34187519177794
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1922 MiB / 4.08247840963304
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3656 MiB / 120.96963089331985

表 2022-03-01 WDL graph dlperf 运行结果

	b769add
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4404 MiB / 173.1843232549727
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1644 MiB / 1.5357423350214958
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3274 MiB / 94.99264749325812

Answer 2 · 2022-03-02T21:13:02.000Z

表 2022-03-02 ResNet50 ddp dlperf 运行结果

	0799967
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26916 MiB / 323.85

表 2022-03-02 ResNet50 ddp dlperf 运行结果

	0799967
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27348 MiB / 2329.52

表 2022-03-02 ResNet50 graph dlperf 运行结果

	0799967
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	22984 MiB / 1361.54
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23128 MiB / 399.15
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23748 MiB / 1397.88
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23846 MiB / 394.52

表 2022-03-02 ResNet50 graph dlperf 运行结果

	0799967
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24062 MiB / 9283.6
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24242 MiB / 2987.6
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24846 MiB / 10523.12
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24904 MiB / 3049.28

表 2022-03-02 ResNet50 lazy dlperf 运行结果

	0799967
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23888 MiB / 1404.854
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1413.076
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23460 MiB / 382.429
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22782 MiB / 385.16

表 2022-03-02 ResNet50 lazy dlperf 运行结果

	0799967
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24502 MiB / 10764.059
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23720 MiB / 11015.689
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24046 MiB / 2976.729
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23308 MiB / 3036.189

表 2022-03-02 WDL ddp dlperf 运行结果

	0799967
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5530 MiB / 303.03840183094144
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1922 MiB / 4.080690834671259
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3656 MiB / 121.4067801758647

表 2022-03-02 WDL graph dlperf 运行结果

	0799967
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4914 MiB / 175.71181580796838
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1644 MiB / 1.5919778645038605
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3274 MiB / 98.59595589339733

表 2022-03-02 WDL ddp dlperf 运行结果

	bc2a158
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2804 MiB / 41.33593804016709
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2336 MiB / 6.503182040527463
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2574 MiB / 21.402303118258715

表 2022-03-02 WDL graph dlperf 运行结果

	bc2a158
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2849 MiB / 21.359103625640273
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2131 MiB / 3.01633065007627
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2519 MiB / 12.284300798550248

Answer 3 · 2022-03-03T21:13:20.000Z

表 2022-03-03 ResNet50 ddp dlperf 运行结果

	59b40b9
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26916 MiB / 330.55

表 2022-03-03 ResNet50 ddp dlperf 运行结果

	59b40b9
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27348 MiB / 2333.84

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

	59b40b9
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	22984 MiB / 1408.04
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23116 MiB / 405.97
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23762 MiB / 1434.9
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23874 MiB / 404.51

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

	59b40b9
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24082 MiB / 5594.8
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24214 MiB / 2968.16
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	None MiB / 0
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	None MiB / 0

表 2022-03-03 ResNet50 lazy dlperf 运行结果

	59b40b9
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23928 MiB / 1443.449
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1435.946
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23450 MiB / 390.786
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22776 MiB / 392.839

表 2022-03-03 ResNet50 lazy dlperf 运行结果

	59b40b9
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24514 MiB / 10594.144
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23720 MiB / 11073.852
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24004 MiB / 2991.026
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23260 MiB / 3038.091

表 2022-03-03 WDL ddp dlperf 运行结果

	59b40b9
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5530 MiB / 302.41639285720885
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1922 MiB / 4.074203174561262
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3656 MiB / 115.92605589702725

表 2022-03-03 WDL graph dlperf 运行结果

	59b40b9
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4404 MiB / 178.33482718467712
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1644 MiB / 1.5946020893752575
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3018 MiB / 99.99703418277204

Answer 4 · 2022-03-04T21:13:23.000Z

表 2022-03-04 ResNet50 ddp dlperf 运行结果

	f98e143
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26918 MiB / 329.49

表 2022-03-04 ResNet50 ddp dlperf 运行结果

	f98e143
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27350 MiB / 2328.56

表 2022-03-04 ResNet50 graph dlperf 运行结果

	f98e143
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	22986 MiB / 1406.09
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23142 MiB / 405.78
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23750 MiB / 1416.14
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23802 MiB / 402.67

表 2022-03-04 ResNet50 graph dlperf 运行结果

	f98e143
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24084 MiB / 5428.16
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24206 MiB / 2945.04
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	None MiB / 0
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	None MiB / 0

表 2022-03-04 ResNet50 lazy dlperf 运行结果

	f98e143
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23902 MiB / 1434.54
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1418.704
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23424 MiB / 390.4
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22748 MiB / 393.389

表 2022-03-04 ResNet50 lazy dlperf 运行结果

	f98e143
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24502 MiB / 10422.073
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23720 MiB / 11034.553
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	23974 MiB / 3003.858
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23272 MiB / 3031.699

表 2022-03-04 WDL ddp dlperf 运行结果

	f98e143
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5532 MiB / 302.3173070643097
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1924 MiB / 4.122759714722633
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3658 MiB / 121.65466794371605

表 2022-03-04 WDL ddp dlperf 运行结果

	f98e143
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2806 MiB / 41.352347280830145
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2338 MiB / 6.4914287980645895
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2576 MiB / 21.71202007867396

表 2022-03-04 WDL graph dlperf 运行结果

	f98e143
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4916 MiB / 175.94144348055124
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1648 MiB / 1.4607818201184273
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3276 MiB / 95.0873240083456

表 2022-03-04 WDL graph dlperf 运行结果

	f98e143
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2849 MiB / 32.70790943130851
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2133 MiB / 3.20513266697526
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2519 MiB / 18.708423878997564

Answer 5 · 2022-03-05T21:13:10.000Z

表 2022-03-05 ResNet50 ddp dlperf 运行结果

	952e06f
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26918 MiB / 325.23

表 2022-03-05 ResNet50 ddp dlperf 运行结果

	952e06f
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27350 MiB / 2326.32

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

	952e06f
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	22986 MiB / 1383.28
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23144 MiB / 400.59
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23744 MiB / 1413.1
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23838 MiB / 399.05

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

	952e06f
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24084 MiB / 5394.88
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24196 MiB / 2913.84
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	None MiB / 0
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	None MiB / 0

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

	952e06f
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23918 MiB / 1432.202
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1444.211
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23400 MiB / 388.682
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22756 MiB / 391.443

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

	952e06f
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24490 MiB / 10680.286
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10977.762
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24002 MiB / 3000.611
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23260 MiB / 3036.545

表 2022-03-05 WDL ddp dlperf 运行结果

	952e06f
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5532 MiB / 300.93262688815594
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1924 MiB / 4.056669542565942
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3658 MiB / 119.27725131995976

表 2022-03-05 WDL ddp dlperf 运行结果

	952e06f
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2806 MiB / 40.70089875906706
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2338 MiB / 6.412878097966313
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2576 MiB / 20.94587479904294

表 2022-03-05 WDL graph dlperf 运行结果

	952e06f
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4406 MiB / 173.8796822205186
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1646 MiB / 1.5672107730060816
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3276 MiB / 93.7170257717371

表 2022-03-05 WDL graph dlperf 运行结果

	952e06f
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2897 MiB / 34.413256427273154
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2133 MiB / 3.1653102841228247
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2487 MiB / 17.743708645924926

Answer 6 · 2022-03-06T21:13:14.000Z

表 2022-03-06 ResNet50 ddp train 50E运行结果

	9a86377
	Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n8g	20784 MiB / 2287.04 / 76.32

表 2022-03-06 ResNet50 graph train 50E运行结果

	9a86377
	Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n8g	11486 MiB / 10040.08 / 76.192

表 2022-03-06 ResNet50 graph train 50E运行结果

	9a86377
	Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g	10922 MiB / 4856.48 / 75.98799999999999

表 2022-03-06 ResNet50 ddp dlperf 运行结果

	afd568f
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26918 MiB / 323.47

表 2022-03-06 ResNet50 ddp dlperf 运行结果

	afd568f
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27350 MiB / 2319.84

表 2022-03-06 ResNet50 graph dlperf 运行结果

	afd568f
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	22986 MiB / 1372.34
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23080 MiB / 396.48
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23742 MiB / 1408.5
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23816 MiB / 394.66

表 2022-03-06 ResNet50 graph dlperf 运行结果

	afd568f
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24066 MiB / 8669.12
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24134 MiB / 2986.64
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24892 MiB / 10628.8
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24924 MiB / 2991.28

表 2022-03-06 ResNet50 lazy dlperf 运行结果

	afd568f
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23894 MiB / 1406.552
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1440.649
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23426 MiB / 381.234
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22698 MiB / 383.431

表 2022-03-06 ResNet50 lazy dlperf 运行结果

	afd568f
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24484 MiB / 10621.911
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23720 MiB / 10963.874
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24032 MiB / 2968.907
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23284 MiB / 3034.997

表 2022-03-06 WDL ddp dlperf 运行结果

	afd568f
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5532 MiB / 301.00631874985993
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1924 MiB / 4.090983739122748
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3658 MiB / 119.79926997609437

表 2022-03-06 WDL ddp dlperf 运行结果

	afd568f
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2806 MiB / 41.51570396870375
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2338 MiB / 6.492016104981303
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2576 MiB / 21.50454654544592

表 2022-03-06 WDL graph dlperf 运行结果

	afd568f
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4916 MiB / 175.5982470177114
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1646 MiB / 1.5786698088049889
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3212 MiB / 99.78619939647615

表 2022-03-06 WDL graph dlperf 运行结果

	afd568f
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2915 MiB / 21.88727445155382
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2133 MiB / 2.9868613854050636
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2521 MiB / 12.351355291903019

Answer 7 · 2022-03-07T21:13:16.000Z

表 2022-03-07 ResNet50 ddp dlperf 运行结果

	31bb9f1
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26922 MiB / 327.54

表 2022-03-07 ResNet50 ddp dlperf 运行结果

	31bb9f1
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27356 MiB / 2327.2

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

	31bb9f1
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	22992 MiB / 1391.94
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23078 MiB / 400.62
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23778 MiB / 1419.23
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23810 MiB / 398.97

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

	31bb9f1
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24068 MiB / 9366.32
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24140 MiB / 3002.72
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24844 MiB / 10188.64
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24944 MiB / 3046.56

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

	31bb9f1
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23922 MiB / 1423.063
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1423.954
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23454 MiB / 387.57
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22756 MiB / 391.363

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

	31bb9f1
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24494 MiB / 10670.743
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10952.26
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24042 MiB / 2944.978
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23280 MiB / 3033.521

表 2022-03-07 WDL ddp dlperf 运行结果

	31bb9f1
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5538 MiB / 300.88094582408667
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1930 MiB / 3.924751177430153
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3664 MiB / 122.6026470810175

表 2022-03-07 WDL ddp dlperf 运行结果

	31bb9f1
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2812 MiB / 40.89517593383789
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2344 MiB / 6.498464183881879
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2582 MiB / 21.620086017996073

表 2022-03-07 WDL graph dlperf 运行结果

	31bb9f1
	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 2022-03-07 WDL graph dlperf 运行结果

	31bb9f1
	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	None MiB / 0

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

	9a86377
	Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n4g	20420 MiB / 1222.88 / 76.27199999999999

Answer 8 · 2022-03-08T21:13:16.000Z

表 2022-03-08 ResNet50 ddp dlperf 运行结果

	687dcdd
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26934 MiB / 325.01

表 2022-03-08 ResNet50 ddp dlperf 运行结果

	687dcdd
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27368 MiB / 2321.76

表 2022-03-08 ResNet50 graph dlperf 运行结果

	687dcdd
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23004 MiB / 1402.75
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23102 MiB / 400.94
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23774 MiB / 1426.55
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23814 MiB / 399.66

表 2022-03-08 ResNet50 graph dlperf 运行结果

	687dcdd
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24100 MiB / 9446.32
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24212 MiB / 3015.92
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24918 MiB / 10508.16
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24930 MiB / 3043.84

表 2022-03-08 ResNet50 lazy dlperf 运行结果

	687dcdd
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23902 MiB / 1417.199
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1429.309
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23454 MiB / 390.584
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22696 MiB / 390.194

表 2022-03-08 ResNet50 lazy dlperf 运行结果

	687dcdd
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24494 MiB / 10641.573
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10964.334
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24030 MiB / 3012.314
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23280 MiB / 3038.909

表 2022-03-08 WDL ddp dlperf 运行结果

	687dcdd
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5550 MiB / 302.8996437191963
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1942 MiB / 4.0749239306896925
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3676 MiB / 116.87632458284497

表 2022-03-08 WDL ddp dlperf 运行结果

	687dcdd
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2824 MiB / 41.753738697618246
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2356 MiB / 6.557452050969005
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2594 MiB / 21.556252690032125

表 2022-03-08 WDL graph dlperf 运行结果

	687dcdd
	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 2022-03-08 WDL graph dlperf 运行结果

	687dcdd
	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	None MiB / 0

Answer 9 · 2022-03-09T21:13:26.000Z

表 2022-03-09 ResNet50 ddp dlperf 运行结果

	f2c4d41
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26936 MiB / 327.71

表 2022-03-09 ResNet50 ddp dlperf 运行结果

	f2c4d41
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27368 MiB / 2310.64

表 2022-03-09 ResNet50 graph dlperf 运行结果

	f2c4d41
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23004 MiB / 1416.71
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23094 MiB / 405.0
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23784 MiB / 1429.49
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23876 MiB / 402.17

表 2022-03-09 ResNet50 graph dlperf 运行结果

	f2c4d41
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24080 MiB / 9645.12
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24158 MiB / 3078.08
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24896 MiB / 10554.16
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24964 MiB / 3043.52

表 2022-03-09 ResNet50 lazy dlperf 运行结果

	f2c4d41
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23882 MiB / 1427.933
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1440.353
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23480 MiB / 389.653
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22696 MiB / 392.944

表 2022-03-09 ResNet50 lazy dlperf 运行结果

	f2c4d41
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24486 MiB / 10518.548
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10926.907
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24096 MiB / 3005.384
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23270 MiB / 3038.458

表 2022-03-09 WDL ddp dlperf 运行结果

	f2c4d41
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5550 MiB / 301.92956932261586
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1942 MiB / 4.049612004309893
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3676 MiB / 119.31868255883455

表 2022-03-09 WDL ddp dlperf 运行结果

	f2c4d41
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2824 MiB / 42.14073222503066
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2356 MiB / 6.642493102699518
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2594 MiB / 21.95678086951375

表 2022-03-09 WDL graph dlperf 运行结果

	f2c4d41
	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 2022-03-09 WDL graph dlperf 运行结果

	f2c4d41
	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	None MiB / 0

Answer 10 · 2022-03-10T21:13:20.000Z

表 2022-03-10 ResNet50 ddp dlperf 运行结果

	a81140c
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26936 MiB / 349.07

表 2022-03-10 ResNet50 ddp dlperf 运行结果

	a81140c
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27368 MiB / 2516.72

表 2022-03-10 ResNet50 graph dlperf 运行结果

	a81140c
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23002 MiB / 1462.3
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23094 MiB / 396.58
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23792 MiB / 1415.19
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23886 MiB / 396.23

表 2022-03-10 ResNet50 graph dlperf 运行结果

	a81140c
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24080 MiB / 10368.4
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24194 MiB / 3106.16
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24892 MiB / 10606.56
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24922 MiB / 3046.4

表 2022-03-10 ResNet50 lazy dlperf 运行结果

	a81140c
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23912 MiB / 1425.776
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1422.741
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23448 MiB / 384.063
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22748 MiB / 385.899

表 2022-03-10 ResNet50 lazy dlperf 运行结果

	a81140c
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24520 MiB / 10590.304
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10912.442
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24042 MiB / 2994.398
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23284 MiB / 3038.379

表 2022-03-10 WDL ddp dlperf 运行结果

	a81140c
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5550 MiB / 301.10769851878285
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1942 MiB / 4.0765736773610115
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3676 MiB / 118.49302869290113

表 2022-03-10 WDL ddp dlperf 运行结果

	a81140c
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2824 MiB / 41.825400829315186
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2356 MiB / 6.470005005598068
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2594 MiB / 21.202367953956127

表 2022-03-10 WDL graph dlperf 运行结果

	a81140c
	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 2022-03-10 WDL graph dlperf 运行结果

	a81140c
	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	None MiB / 0

Answer 11 · 2022-03-11T21:13:24.000Z

表 2022-03-11 WDL ddp dlperf 运行结果

	277e7a3
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5388 MiB / 301.61528332158923
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1798 MiB / 4.073721908032894
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3514 MiB / 115.3332638591528

表 2022-03-11 WDL ddp dlperf 运行结果

	277e7a3
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2662 MiB / 42.54867171496153
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2212 MiB / 6.4938247166574
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2432 MiB / 21.24959811195731

表 2022-03-11 WDL graph dlperf 运行结果

	277e7a3
	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 2022-03-11 WDL graph dlperf 运行结果

	277e7a3
	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	None MiB / 0

Answer 12 · 2022-03-12T21:13:18.000Z

表 2022-03-12 ResNet50 ddp dlperf 运行结果

	bada333
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26936 MiB / 346.02

表 2022-03-12 ResNet50 ddp dlperf 运行结果

	bada333
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27368 MiB / 2494.8

表 2022-03-12 ResNet50 graph dlperf 运行结果

	bada333
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23004 MiB / 1479.17
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23148 MiB / 398.85
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23806 MiB / 1427.24
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23814 MiB / 395.0

表 2022-03-12 ResNet50 graph dlperf 运行结果

	bada333
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24122 MiB / 10421.04
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24192 MiB / 3112.96
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24912 MiB / 10760.0
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24968 MiB / 3066.8

表 2022-03-12 ResNet50 lazy dlperf 运行结果

	bada333
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23912 MiB / 1412.691
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1415.157
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23468 MiB / 384.089
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22772 MiB / 386.615

表 2022-03-12 ResNet50 lazy dlperf 运行结果

	bada333
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24510 MiB / 10727.877
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10765.699
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24054 MiB / 3001.736
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23318 MiB / 3031.407

表 2022-03-12 WDL ddp dlperf 运行结果

	bada333
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5388 MiB / 301.81650764867663
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1798 MiB / 4.083905391395092
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3514 MiB / 120.04651974141598

表 2022-03-12 WDL ddp dlperf 运行结果

	bada333
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2662 MiB / 41.39880060404539
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2212 MiB / 6.473604127764702
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2432 MiB / 21.689473174512386

表 2022-03-12 WDL graph dlperf 运行结果

	bada333
	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 2022-03-12 WDL graph dlperf 运行结果

	bada333
	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	None MiB / 0

Answer 13 · 2022-03-13T21:13:28.000Z

表 2022-03-13 ResNet50 ddp dlperf 运行结果

	1c48559
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 347.82

表 2022-03-13 ResNet50 ddp dlperf 运行结果

	1c48559
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2530.4

表 2022-03-13 ResNet50 graph dlperf 运行结果

	1c48559
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1487.51
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23134 MiB / 400.3
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23772 MiB / 1419.66
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23874 MiB / 398.73

表 2022-03-13 ResNet50 graph dlperf 运行结果

	1c48559
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24126 MiB / 10575.04
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24214 MiB / 3105.76
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24908 MiB / 10759.68
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24892 MiB / 3060.16

表 2022-03-13 ResNet50 lazy dlperf 运行结果

	1c48559
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23928 MiB / 1420.126
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1431.12
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23470 MiB / 387.507
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22748 MiB / 390.584

表 2022-03-13 ResNet50 lazy dlperf 运行结果

	1c48559
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24500 MiB / 10441.406
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 11010.022
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24032 MiB / 3004.745
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23258 MiB / 3035.369

表 2022-03-13 WDL ddp dlperf 运行结果

	1c48559
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5390 MiB / 303.95628552883863
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1800 MiB / 4.074000261723995
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3516 MiB / 117.5428616963327

表 2022-03-13 WDL ddp dlperf 运行结果

	1c48559
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2664 MiB / 40.89858549460769
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2214 MiB / 6.490217313170433
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2434 MiB / 21.287184588611126

表 2022-03-13 WDL graph dlperf 运行结果

	1c48559
	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 2022-03-13 WDL graph dlperf 运行结果

	1c48559
	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	None MiB / 0

表 2022-03-13 ResNet50 ddp train 50E运行结果

	277e7a3
	Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n8g	20802 MiB / 2465.04 / 76.292

表 2022-03-13 ResNet50 graph train 50E运行结果

	277e7a3
	Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n8g	11464 MiB / 10389.52 / 76.07

表 2022-03-13 ResNet50 graph train 50E运行结果

	277e7a3
	Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g	10803 MiB / 5312.84 / 76.112

Answer 14 · 2022-03-14T21:13:34.000Z

表 2022-03-14 ResNet50 ddp train 50E运行结果

	277e7a3
	Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n4g	20490 MiB / 1280.76 / 76.196

表 2022-03-14 ResNet50 graph train 50E运行结果

	277e7a3
	Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g	10740 MiB / 5141.16 / 76.164

表 2022-03-14 ResNet50 ddp dlperf 运行结果

	e3a35be
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 344.87

表 2022-03-14 ResNet50 graph dlperf 运行结果

	e3a35be
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1467.12
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23098 MiB / 395.07
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23796 MiB / 1389.13
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23904 MiB / 394.13

表 2022-03-14 ResNet50 lazy dlperf 运行结果

	e3a35be
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23928 MiB / 1390.417
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1428.364
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23482 MiB / 379.291
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22772 MiB / 381.054

表 2022-03-14 WDL ddp dlperf 运行结果

	e3a35be
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5390 MiB / 305.7424729205668
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1800 MiB / 4.301084879785776
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3516 MiB / 127.91095750033855

表 2022-03-14 WDL graph dlperf 运行结果

	e3a35be
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4266 MiB / 158.28211283683777
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1508 MiB / 1.4573910012841225
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3136 MiB / 84.5969534702599

Answer 15 · 2022-03-15T21:12:49.000Z

表 2022-03-15 ResNet50 ddp dlperf 运行结果

	927e05b
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 355.56

表 2022-03-15 ResNet50 ddp dlperf 运行结果

	927e05b
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2506.32

表 2022-03-15 ResNet50 graph dlperf 运行结果

	927e05b
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1473.46
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23150 MiB / 405.67
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23794 MiB / 1438.79
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23810 MiB / 402.35

表 2022-03-15 ResNet50 graph dlperf 运行结果

	927e05b
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24124 MiB / 10478.32
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24196 MiB / 3112.64
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24914 MiB / 10262.8
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24900 MiB / 3054.08

表 2022-03-15 ResNet50 lazy dlperf 运行结果

	927e05b
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23878 MiB / 1433.078
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1449.743
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23468 MiB / 391.018
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22720 MiB / 392.646

表 2022-03-15 ResNet50 lazy dlperf 运行结果

	927e05b
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24500 MiB / 10431.883
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23720 MiB / 10825.055
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24040 MiB / 2985.043
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23322 MiB / 3033.444

表 2022-03-15 WDL ddp dlperf 运行结果

	927e05b
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5390 MiB / 302.854912687093
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1800 MiB / 4.082240626215935
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3516 MiB / 118.30731334537268

表 2022-03-15 WDL ddp dlperf 运行结果

	927e05b
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2664 MiB / 42.01752261444926
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2214 MiB / 6.475165244191885
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2434 MiB / 21.52884555980563

表 2022-03-15 WDL graph dlperf 运行结果

	927e05b
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4266 MiB / 173.9313365444541
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1508 MiB / 1.5834473744034767
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3072 MiB / 98.79627230018377

表 2022-03-15 WDL graph dlperf 运行结果

	927e05b
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2917 MiB / 21.65032197907567
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2135 MiB / 2.7416682951152325
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2491 MiB / 12.386275254189968

Answer 16 · 2022-03-16T21:13:33.000Z

表 2022-03-16 ResNet50 ddp dlperf 运行结果

	09bbafe
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2518.96

表 2022-03-16 ResNet50 graph dlperf 运行结果

	09bbafe
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24084 MiB / 10547.76
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24174 MiB / 3109.84
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24900 MiB / 10259.52
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24990 MiB / 3043.6

表 2022-03-16 ResNet50 lazy dlperf 运行结果

	09bbafe
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24502 MiB / 11000.238
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10989.743
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24006 MiB / 2995.667
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23304 MiB / 3022.653

表 2022-03-16 ResNet50 ddp dlperf 运行结果

	66e1957
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 346.87

表 2022-03-16 ResNet50 graph dlperf 运行结果

	66e1957
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1479.85
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23102 MiB / 395.2
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23800 MiB / 1408.89
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23884 MiB / 395.7

表 2022-03-16 ResNet50 lazy dlperf 运行结果

	66e1957
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23896 MiB / 1411.582
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1407.69
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23482 MiB / 380.636
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22698 MiB / 382.814

表 2022-03-16 WDL ddp dlperf 运行结果

	66e1957
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5390 MiB / 302.52059254795313
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1800 MiB / 3.921513345092535
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3516 MiB / 117.96464419737458

表 2022-03-16 WDL ddp dlperf 运行结果

	66e1957
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2664 MiB / 40.75848162174225
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2214 MiB / 6.550648972392082
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2434 MiB / 21.67178449034691

表 2022-03-16 WDL graph dlperf 运行结果

	66e1957
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4776 MiB / 174.49466932192445
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1506 MiB / 1.4670290015637875
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3136 MiB / 96.29220212250948

表 2022-03-16 WDL graph dlperf 运行结果

	66e1957
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2901 MiB / 21.699180584400892
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2135 MiB / 2.7533767111599445
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2491 MiB / 12.12074588239193

Answer 17 · 2022-03-17T21:13:17.000Z

表 2022-03-17 ResNet50 ddp dlperf 运行结果

	70270a21e
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 347.38

表 2022-03-17 ResNet50 ddp dlperf 运行结果

	70270a21e
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2515.76

表 2022-03-17 ResNet50 graph dlperf 运行结果

	70270a21e
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1455.25
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23094 MiB / 398.52
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23816 MiB / 1417.92
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23880 MiB / 397.15

表 2022-03-17 ResNet50 graph dlperf 运行结果

	70270a21e
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24146 MiB / 10402.48
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24268 MiB / 3111.44
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24904 MiB / 10730.72
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24892 MiB / 3056.16

表 2022-03-17 ResNet50 lazy dlperf 运行结果

	70270a21e
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23888 MiB / 1413.618
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1413.811
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23462 MiB / 381.855
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22748 MiB / 385.076

表 2022-03-17 ResNet50 lazy dlperf 运行结果

	70270a21e
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24540 MiB / 10719.885
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10925.244
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24044 MiB / 2986.521
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23308 MiB / 3035.195

表 2022-03-17 WDL ddp dlperf 运行结果

	70270a21e
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5390 MiB / 302.1350906044245
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1800 MiB / 4.072536181658506
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3516 MiB / 120.72668739035726

表 2022-03-17 WDL ddp dlperf 运行结果

	70270a21e
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2664 MiB / 42.24585598707199
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2214 MiB / 6.514367386698723
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2434 MiB / 20.5202641710639

表 2022-03-17 WDL graph dlperf 运行结果

	70270a21e
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4266 MiB / 173.51090018451214
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1506 MiB / 1.5623415522277355
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	2880 MiB / 91.30167655646801

表 2022-03-17 WDL graph dlperf 运行结果

	70270a21e
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2853 MiB / 21.836467061191797
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2135 MiB / 2.7435242980718613
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2523 MiB / 12.311562813818455

表 2022-03-17 ResNet50 ddp dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 348.15

表 2022-03-17 ResNet50 ddp dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2526.88

表 2022-03-17 ResNet50 ddp train 50E运行结果

	a33a825
	Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n8g	20804 MiB / 2468.64 / 76.14999999999999

表 2022-03-17 ResNet50 ddp train 50E运行结果

	a33a825
	Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n4g	20440 MiB / 1244.12 / 76.008

表 2022-03-17 ResNet50 graph dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1481.12
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23100 MiB / 399.19
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23786 MiB / 1409.02
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23802 MiB / 395.39

表 2022-03-17 ResNet50 graph dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24104 MiB / 10461.52
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24248 MiB / 3114.88
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24876 MiB / 10315.6
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24916 MiB / 3056.88

表 2022-03-17 ResNet50 graph train 50E运行结果

	a33a825
	Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n8g	11456 MiB / 10499.68 / 76.16199999999999

表 2022-03-17 ResNet50 graph train 50E运行结果

	a33a825
	Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g	10754 MiB / 5215.8 / 76.204

表 2022-03-17 ResNet50 lazy dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23898 MiB / 1400.434
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23120 MiB / 1412.816
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23458 MiB / 382.435
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22700 MiB / 385.243

表 2022-03-17 ResNet50 lazy dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24490 MiB / 10445.925
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23720 MiB / 10988.424
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	23998 MiB / 2955.601
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23332 MiB / 3039.777

Answer 18 · 2022-03-18T21:13:36.000Z

表 2022-03-18 WDL ddp dlperf 运行结果

	4779c43
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5390 MiB / 301.6287130191922
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1800 MiB / 3.9399805702269077
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3516 MiB / 117.31615839898586

表 2022-03-18 WDL ddp dlperf 运行结果

	4779c43
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2664 MiB / 41.66140232980251
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2214 MiB / 6.555784400552511
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2434 MiB / 21.011437561362982

表 2022-03-18 WDL graph dlperf 运行结果

	4779c43
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4776 MiB / 182.61011029034853
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1506 MiB / 1.4958088546991348
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3136 MiB / 99.996641933918

表 2022-03-18 WDL graph dlperf 运行结果

	4779c43
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2853 MiB / 21.99826715514064
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2135 MiB / 2.712374571710825
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2523 MiB / 12.237303487956524

表 2022-03-18 ResNet50 ddp dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 349.29

表 2022-03-18 ResNet50 ddp dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2512.24

表 2022-03-18 ResNet50 graph dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1459.65
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23172 MiB / 396.76
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23778 MiB / 1409.51
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23824 MiB / 395.13

表 2022-03-18 ResNet50 graph dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24104 MiB / 10358.4
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24154 MiB / 3105.76
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24902 MiB / 10737.2
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24988 MiB / 3015.12

表 2022-03-18 ResNet50 lazy dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23884 MiB / 1412.673
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1437.51
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23458 MiB / 380.015
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22700 MiB / 383.427

表 2022-03-18 ResNet50 lazy dlperf 运行结果

	a33a825
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24490 MiB / 10634.348
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10971.626
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24050 MiB / 2967.226
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23336 MiB / 3035.054

表 2022-03-18 WDL ddp dlperf 运行结果

	a33a825
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5390 MiB / 300.943211235106
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1800 MiB / 4.123374424874783
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3516 MiB / 118.2298629656434

表 2022-03-18 WDL ddp dlperf 运行结果

	a33a825
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2664 MiB / 41.993391916155815
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2214 MiB / 6.476434085518122
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2434 MiB / 21.489576052874327

表 2022-03-18 WDL graph dlperf 运行结果

	a33a825
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4776 MiB / 173.98804875835776
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1506 MiB / 1.5962225198745728
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3136 MiB / 98.26211120560765

表 2022-03-18 WDL graph dlperf 运行结果

	a33a825
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2917 MiB / 21.86127570271492
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2135 MiB / 2.589229479432106
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2491 MiB / 12.066291097551584

表 2022-03-18 ResNet50 ddp dlperf 运行结果

	d73fb1bad
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 357.21

表 2022-03-18 ResNet50 ddp dlperf 运行结果

	d73fb1bad
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2512.56

表 2022-03-18 ResNet50 graph dlperf 运行结果

	d73fb1bad
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1485.51
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23100 MiB / 405.78
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23806 MiB / 1425.29
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23866 MiB / 403.14

表 2022-03-18 ResNet50 graph dlperf 运行结果

	d73fb1bad
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24124 MiB / 10535.84
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24204 MiB / 3104.56
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24840 MiB / 10304.48
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24998 MiB / 3028.08

表 2022-03-18 ResNet50 lazy dlperf 运行结果

	d73fb1bad
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23904 MiB / 1437.011
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1453.927
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23420 MiB / 391.823
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22772 MiB / 391.443

表 2022-03-18 ResNet50 lazy dlperf 运行结果

	d73fb1bad
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24514 MiB / 10600.176
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23720 MiB / 10877.477
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24036 MiB / 2959.605
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23280 MiB / 3040.553

表 2022-03-18 WDL ddp dlperf 运行结果

	d73fb1bad
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5390 MiB / 303.7406092695892
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1800 MiB / 4.040969416499138
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3516 MiB / 114.95991970971227

表 2022-03-18 WDL ddp dlperf 运行结果

	d73fb1bad
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2664 MiB / 40.74525924026966
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2214 MiB / 6.44284587725997
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2434 MiB / 21.36223767325282

表 2022-03-18 WDL graph dlperf 运行结果

	d73fb1bad
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4776 MiB / 182.2251804023981
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1506 MiB / 1.5180705934762955
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	2880 MiB / 99.5955205745995

表 2022-03-18 WDL graph dlperf 运行结果

	d73fb1bad
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2917 MiB / 21.835391085594893
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2135 MiB / 2.663074776530266
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2491 MiB / 12.09672874212265

Answer 19 · 2022-03-19T21:13:04.000Z

表 2022-03-19 ResNet50 ddp dlperf 运行结果

	2ccb633
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 348.7

表 2022-03-19 ResNet50 ddp dlperf 运行结果

	2ccb633
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2552.4

表 2022-03-19 ResNet50 graph dlperf 运行结果

	2ccb633
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1474.63
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23120 MiB / 401.0
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23772 MiB / 1405.82
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23862 MiB / 398.57

表 2022-03-19 ResNet50 graph dlperf 运行结果

	2ccb633
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24124 MiB / 10580.8
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24210 MiB / 3114.48
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24850 MiB / 10794.88
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24946 MiB / 3072.56

表 2022-03-19 ResNet50 lazy dlperf 运行结果

	2ccb633
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23892 MiB / 1421.643
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1419.515
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23444 MiB / 388.21
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22752 MiB / 389.547

表 2022-03-19 ResNet50 lazy dlperf 运行结果

	2ccb633
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24500 MiB / 10477.691
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10977.943
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24010 MiB / 2986.072
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23308 MiB / 3038.208

表 2022-03-19 WDL ddp dlperf 运行结果

	2ccb633
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5392 MiB / 305.69454441964626
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1802 MiB / 4.027995683252811
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3518 MiB / 121.41548044607043

表 2022-03-19 WDL ddp dlperf 运行结果

	2ccb633
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2666 MiB / 41.677868600934744
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2216 MiB / 6.505902346223593
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2436 MiB / 21.043034818023443

表 2022-03-19 WDL graph dlperf 运行结果

	2ccb633
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4778 MiB / 177.21335548907518
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1508 MiB / 1.5280469506978989
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3138 MiB / 98.67746280878782

表 2022-03-19 WDL graph dlperf 运行结果

	2ccb633
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2919 MiB / 21.69344048574567
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2137 MiB / 2.6861617639660835
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2525 MiB / 12.088215507566929

Answer 20 · 2022-03-20T21:13:18.000Z

表 2022-03-20 ResNet50 ddp dlperf 运行结果

	f67aafb
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 345.04

表 2022-03-20 ResNet50 ddp dlperf 运行结果

	f67aafb
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2533.84

表 2022-03-20 ResNet50 graph dlperf 运行结果

	f67aafb
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1474.73
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23158 MiB / 394.08
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23768 MiB / 1414.21
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23874 MiB / 394.55

表 2022-03-20 ResNet50 graph dlperf 运行结果

	f67aafb
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24104 MiB / 10588.72
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24156 MiB / 3118.48
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24882 MiB / 10808.56
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24902 MiB / 3063.12

表 2022-03-20 ResNet50 lazy dlperf 运行结果

	f67aafb
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23908 MiB / 1419.512
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1429.564
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23436 MiB / 382.741
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22720 MiB / 383.944

表 2022-03-20 ResNet50 lazy dlperf 运行结果

	f67aafb
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24492 MiB / 10562.453
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23724 MiB / 10870.208
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	23984 MiB / 2990.565
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23282 MiB / 3035.012

表 2022-03-20 WDL ddp dlperf 运行结果

	f67aafb
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5392 MiB / 301.312696877867
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1802 MiB / 4.1110010370612144
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3518 MiB / 118.7471566349268

表 2022-03-20 WDL ddp dlperf 运行结果

	f67aafb
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2666 MiB / 41.40678247064352
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2216 MiB / 6.623754560947418
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2436 MiB / 21.615786019712687

表 2022-03-20 WDL graph dlperf 运行结果

	f67aafb
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4778 MiB / 177.59979778155684
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1510 MiB / 1.5120096988976002
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3074 MiB / 99.30825601890683

表 2022-03-20 WDL graph dlperf 运行结果

	f67aafb
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2919 MiB / 21.003404833376408
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2137 MiB / 2.807922385632992
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2493 MiB / 12.129488002508879

Answer 21 · 2022-03-21T21:13:41.000Z

表 2022-03-21 ResNet50 ddp dlperf 运行结果

	b56df22
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 345.86

表 2022-03-21 ResNet50 graph dlperf 运行结果

	b56df22
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1455.79
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23150 MiB / 396.14
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23776 MiB / 1426.23
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23816 MiB / 395.4

表 2022-03-21 ResNet50 lazy dlperf 运行结果

	b56df22
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23884 MiB / 1405.803
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1424.803
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23482 MiB / 380.028
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22750 MiB / 382.997

表 2022-03-21 ResNet50 ddp dlperf 运行结果

	f67aafb
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2546.8

表 2022-03-21 ResNet50 ddp train 50E运行结果

	f67aafb
	Memory/Throughput/TOP1
ResNet50_ddp_train_cpudecode_FP32_b192_1n4g	20492 MiB / 1297.04 / 76.152

表 2022-03-21 ResNet50 graph dlperf 运行结果

	f67aafb
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24084 MiB / 10541.6
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24270 MiB / 3117.28
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24872 MiB / 10435.68
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24892 MiB / 3064.0

表 2022-03-21 ResNet50 graph train 50E运行结果

	f67aafb
	Memory/Throughput/TOP1
ResNet50_graph_train_gpudecode_FP16_b192_1n4g	10837 MiB / 5273.92 / 76.068

表 2022-03-21 ResNet50 lazy dlperf 运行结果

	f67aafb
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24518 MiB / 10701.558
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10800.888
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24052 MiB / 2981.835
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23316 MiB / 3035.503

表 2022-03-21 WDL ddp dlperf 运行结果

	f67aafb
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5392 MiB / 300.5122368372977
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1802 MiB / 3.9481681175529957
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3518 MiB / 113.28609575331211

表 2022-03-21 WDL ddp dlperf 运行结果

	f67aafb
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2666 MiB / 41.93920290470123
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2216 MiB / 6.463845793157816
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2436 MiB / 21.160355649888515

表 2022-03-21 WDL graph dlperf 运行结果

	f67aafb
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4778 MiB / 181.9131820164621
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1508 MiB / 1.540865670889616
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3138 MiB / 99.09145984053612

表 2022-03-21 WDL graph dlperf 运行结果

	f67aafb
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2919 MiB / 22.035127319395542
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2137 MiB / 2.7336887568235397
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2525 MiB / 11.96633917838335

Answer 22 · 2022-03-22T21:14:47.000Z

表 2022-03-22 ResNet50 ddp dlperf 运行结果

	b56df22
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 355.05

表 2022-03-22 ResNet50 ddp dlperf 运行结果

	b56df22
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2549.92

表 2022-03-22 ResNet50 graph dlperf 运行结果

	b56df22
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1492.63
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23164 MiB / 408.44
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23776 MiB / 1436.37
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23820 MiB / 404.67

表 2022-03-22 ResNet50 graph dlperf 运行结果

	b56df22
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24084 MiB / 10707.52
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24252 MiB / 3120.48
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24860 MiB / 10678.08
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24954 MiB / 3036.08

表 2022-03-22 ResNet50 lazy dlperf 运行结果

	b56df22
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23916 MiB / 1436.964
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1424.949
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23462 MiB / 390.935
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22732 MiB / 393.343

表 2022-03-22 WDL ddp dlperf 运行结果

	b56df22
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5392 MiB / 304.5288976803422
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1802 MiB / 4.084642864763737
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3518 MiB / 123.02796300500631

表 2022-03-22 WDL ddp dlperf 运行结果

	b56df22
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2666 MiB / 41.25091652572155
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2216 MiB / 6.599991865456104
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2436 MiB / 21.357248045504093

表 2022-03-22 WDL graph dlperf 运行结果

	b56df22
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4650 MiB / 170.595089122653
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1508 MiB / 1.4976569898426533
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3138 MiB / 97.20078879967332

表 2022-03-22 WDL graph dlperf 运行结果

	b56df22
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2919 MiB / 21.93789129704237
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2137 MiB / 2.7141707874834538
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2493 MiB / 12.030795086175203

Answer 23 · 2022-03-23T21:15:21.000Z

表 2022-03-23 ResNet50 ddp dlperf 运行结果

	0d77085
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 348.07

表 2022-03-23 ResNet50 ddp dlperf 运行结果

	0d77085
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2549.92

表 2022-03-23 ResNet50 graph dlperf 运行结果

	0d77085
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1459.13
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23104 MiB / 398.3
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23766 MiB / 1400.39
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23804 MiB / 395.2

表 2022-03-23 ResNet50 graph dlperf 运行结果

	0d77085
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24104 MiB / 10596.96
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24222 MiB / 3116.56
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24858 MiB / 10481.84
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24900 MiB / 3075.92

表 2022-03-23 ResNet50 lazy dlperf 运行结果

	0d77085
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23884 MiB / 1404.764
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1426.094
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23414 MiB / 382.749
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22728 MiB / 384.945

表 2022-03-23 ResNet50 lazy dlperf 运行结果

	0d77085
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24500 MiB / 10701.101
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10974.394
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24036 MiB / 2979.667
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23282 MiB / 3037.298

表 2022-03-23 WDL ddp dlperf 运行结果

	0d77085
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5392 MiB / 305.03391606733203
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1802 MiB / 4.0297754518687725
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3518 MiB / 119.49975615739822

表 2022-03-23 WDL ddp dlperf 运行结果

	0d77085
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2666 MiB / 40.79219709709287
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2216 MiB / 6.423699665814638
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2436 MiB / 21.563912618905306

表 2022-03-23 WDL graph dlperf 运行结果

	0d77085
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4778 MiB / 173.41057139635086
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1508 MiB / 1.5375678576529026
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3138 MiB / 92.60580210760236

表 2022-03-23 WDL graph dlperf 运行结果

	0d77085
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2855 MiB / 21.326160494238138
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2137 MiB / 2.711281441152096
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2525 MiB / 11.923645831644535

Answer 24 · 2022-03-27T21:13:35.000Z

表 2022-03-27 ResNet50 ddp dlperf 运行结果

	d873356b6
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 349.67

表 2022-03-27 ResNet50 ddp dlperf 运行结果

	d873356b6
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2544.4

表 2022-03-27 ResNet50 graph dlperf 运行结果

	d873356b6
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1482.71
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23150 MiB / 402.6
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23808 MiB / 1435.77
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23810 MiB / 396.87

表 2022-03-27 ResNet50 graph dlperf 运行结果

	d873356b6
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24104 MiB / 10592.72
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24228 MiB / 3116.24
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24862 MiB / 10587.6
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24956 MiB / 3062.16

表 2022-03-27 ResNet50 lazy dlperf 运行结果

	d873356b6
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23892 MiB / 1415.563
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1454.642
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23424 MiB / 393.55
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22748 MiB / 392.915

表 2022-03-27 ResNet50 lazy dlperf 运行结果

	d873356b6
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24510 MiB / 10655.63
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23738 MiB / 10937.215
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24022 MiB / 2988.711
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23300 MiB / 3040.59

Answer 25 · 2022-03-28T21:13:33.000Z

表 2022-03-28 ResNet50 ddp dlperf 运行结果

	5a66b1b83
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 348.72

表 2022-03-28 ResNet50 ddp dlperf 运行结果

	5a66b1b83
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2535.28

表 2022-03-28 ResNet50 graph dlperf 运行结果

	5a66b1b83
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1460.28
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23102 MiB / 400.36
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23782 MiB / 1425.23
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23854 MiB / 398.51

表 2022-03-28 ResNet50 graph dlperf 运行结果

	5a66b1b83
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24104 MiB / 10556.4
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24180 MiB / 3117.28
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24878 MiB / 10398.56
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24918 MiB / 3079.44

表 2022-03-28 ResNet50 lazy dlperf 运行结果

	5a66b1b83
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23902 MiB / 1414.275
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23132 MiB / 1443.223
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23470 MiB / 388.75
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22748 MiB / 391.681

表 2022-03-28 ResNet50 lazy dlperf 运行结果

	5a66b1b83
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24546 MiB / 10771.664
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 11006.065
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24030 MiB / 2957.329
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23260 MiB / 3035.599

Answer 26 · 2022-03-29T21:13:33.000Z

表 2022-03-29 ResNet50 ddp dlperf 运行结果

	0f45edd
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2539.04

表 2022-03-29 ResNet50 graph dlperf 运行结果

	0f45edd
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24084 MiB / 10746.96
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24208 MiB / 3121.04
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24880 MiB / 10719.68
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24938 MiB / 3071.12

表 2022-03-29 ResNet50 lazy dlperf 运行结果

	0f45edd
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24492 MiB / 10711.979
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23724 MiB / 10909.141
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24014 MiB / 2976.101
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23308 MiB / 3036.257

表 2022-03-29 WDL ddp dlperf 运行结果

	0f45edd
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2666 MiB / 41.54586097598076
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2216 MiB / 6.562971413135529
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2436 MiB / 21.19541274383664

表 2022-03-29 WDL graph dlperf 运行结果

	0f45edd
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2919 MiB / 21.363861203193665
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2137 MiB / 2.623606711626053
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2525 MiB / 12.086092356592417

表 2022-03-29 ResNet50 ddp dlperf 运行结果

	24543a5
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 342.38

表 2022-03-29 ResNet50 graph dlperf 运行结果

	24543a5
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1474.78
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23154 MiB / 397.22
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23780 MiB / 1424.81
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23824 MiB / 395.02

表 2022-03-29 ResNet50 lazy dlperf 运行结果

	24543a5
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23902 MiB / 1408.18
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1426.241
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23474 MiB / 379.223
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22760 MiB / 382.521

表 2022-03-29 WDL ddp dlperf 运行结果

	24543a5
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5392 MiB / 302.6602213829756
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1802 MiB / 4.083907350897789
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3518 MiB / 126.41270082071424

表 2022-03-29 WDL graph dlperf 运行结果

	24543a5
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4778 MiB / 161.382267344743
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1510 MiB / 1.4903183579444885
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3138 MiB / 93.55231199041009

Answer 27 · 2022-03-30T21:15:12.000Z

表 2022-03-30 ResNet50 ddp dlperf 运行结果

	0f45edd
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 349.38

表 2022-03-30 ResNet50 graph dlperf 运行结果

	0f45edd
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1480.79
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23174 MiB / 399.54
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23776 MiB / 1419.69
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23908 MiB / 396.48

表 2022-03-30 ResNet50 lazy dlperf 运行结果

	0f45edd
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23896 MiB / 1417.703
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1411.982
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23434 MiB / 384.205
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22756 MiB / 386.821

表 2022-03-30 ResNet50 ddp dlperf 运行结果

	c7fc63421
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 346.11

表 2022-03-30 ResNet50 ddp dlperf 运行结果

	c7fc63421
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2537.36

表 2022-03-30 ResNet50 graph dlperf 运行结果

	c7fc63421
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1470.86
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23096 MiB / 396.56
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23782 MiB / 1471.66
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23872 MiB / 393.9

表 2022-03-30 ResNet50 graph dlperf 运行结果

	c7fc63421
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24104 MiB / 10687.12
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24174 MiB / 3107.44
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24866 MiB / 10566.64
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24978 MiB / 3050.88

表 2022-03-30 ResNet50 lazy dlperf 运行结果

	c7fc63421
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23884 MiB / 1399.12
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1425.162
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23478 MiB / 380.248
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22700 MiB / 382.893

表 2022-03-30 ResNet50 lazy dlperf 运行结果

	c7fc63421
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24488 MiB / 10595.254
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23722 MiB / 10895.295
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24022 MiB / 2969.733
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23276 MiB / 3033.269

Answer 28 · 2022-03-31T21:13:47.000Z

表 2022-03-31 ResNet50 ddp dlperf 运行结果

	6045c4f1e
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n8g	27370 MiB / 2534.56

表 2022-03-31 ResNet50 graph dlperf 运行结果

	6045c4f1e
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n8g	24084 MiB / 10678.24
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n8g	24240 MiB / 3109.52
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n8g	24870 MiB / 10069.28
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n8g	24936 MiB / 3065.04

表 2022-03-31 ResNet50 lazy dlperf 运行结果

	6045c4f1e
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n8g	24504 MiB / 10729.363
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n8g	23720 MiB / 10872.467
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n8g	24006 MiB / 2992.309
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n8g	23318 MiB / 3037.84

表 2022-03-31 WDL ddp dlperf 运行结果

	b80a825
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5392 MiB / 304.59448911994696
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1802 MiB / 4.143860567361116
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3518 MiB / 118.1583112590015

表 2022-03-31 WDL ddp dlperf 运行结果

	b80a825
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2666 MiB / 41.980448897928
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n8g	2216 MiB / 6.521544016897678
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2436 MiB / 21.13132306933403

表 2022-03-31 WDL graph dlperf 运行结果

	b80a825
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4778 MiB / 182.08862436190248
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1508 MiB / 1.4595725163817406
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3138 MiB / 99.39803534001112

表 2022-03-31 WDL graph dlperf 运行结果

	b80a825
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n8g	2855 MiB / 21.77755380794406
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n8g	2137 MiB / 2.6841637641191483
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n8g	2493 MiB / 11.932186890393496

表 2022-03-31 ResNet50 ddp dlperf 运行结果

	cdae64a
	Memory/Throughput
ResNet50_ddp_dlperf_cpudecode_FP32_b256_1n1g	26938 MiB / 350.67

表 2022-03-31 ResNet50 graph dlperf 运行结果

	cdae64a
	Memory/Throughput
ResNet50_graph_dlperf_cpudecode_FP16_b512_1n1g	23006 MiB / 1498.63
ResNet50_graph_dlperf_cpudecode_FP32_b256_1n1g	23150 MiB / 398.72
ResNet50_graph_dlperf_gpudecode_FP16_b512_1n1g	23790 MiB / 1467.91
ResNet50_graph_dlperf_gpudecode_FP32_b256_1n1g	23846 MiB / 395.4

表 2022-03-31 ResNet50 lazy dlperf 运行结果

	cdae64a
	Memory/Throughput
ResNet50_lazy_dlperf_gpudecode_FP16_b512_1n1g	23892 MiB / 1419.381
ResNet50_lazy_dlperf_cpudecode_FP16_b512_1n1g	23118 MiB / 1425.143
ResNet50_lazy_dlperf_gpudecode_FP32_b256_1n1g	23488 MiB / 383.298
ResNet50_lazy_dlperf_cpudecode_FP32_b256_1n1g	22720 MiB / 387.144

表 2022-03-31 WDL ddp dlperf 运行结果

	cdae64a
	Memory/latency(ms)
WDL_ddp_dlperf_vs2322444_devs16_hun2_b131072_1n1g	5392 MiB / 303.5307957492769
WDL_ddp_dlperf_vs2322444_devs16_hun2_b512_1n1g	1802 MiB / 4.083432219922543
WDL_ddp_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3518 MiB / 121.55172082409263

表 2022-03-31 WDL graph dlperf 运行结果

	cdae64a
	Memory/latency(ms)
WDL_graph_dlperf_vs2322444_devs16_hun2_b131072_1n1g	4778 MiB / 161.5074171088636
WDL_graph_dlperf_vs2322444_devs16_hun2_b512_1n1g	1508 MiB / 1.4948842972517014
WDL_graph_dlperf_vs2322444_devs16_hun2_b65536_1n1g	3138 MiB / 92.85725738853216