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1k
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10
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float64 0
0.01
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float64 12.2
12.2
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float64 0.01
190
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float64 0.5
484
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float64 4.71
574
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int64 3.58k
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int64 56
108
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float64 16
80
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stringclasses 2
values | gpu_memory_bw
float64 732
2.04k
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int64 0
640
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float64 0
86
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float64 0
37.9
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100
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83.1
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float64 22.1
64
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_1178
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 64
| 0.01
|
2.15.1
| 12.2
| 1.18
| 18.93
| 94.71
|
model-npz/ResNet101_optadam_s1000_e5_b64_lr001_3342.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 76
| 15.19
| 98
| 28.72
| 57
| 44.19
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_2796
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 64
| 0.001
|
2.15.1
| 12.2
| 1.18
| 18.9
| 94.56
|
model-npz/ResNet101_optadam_s1000_e5_b64_lr0001_4453.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 57
| 14.69
| 99
| 27.48
| 58
| 44.99
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2174
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 64
| 0.0001
|
2.15.1
| 12.2
| 1.18
| 18.92
| 94.65
|
model-npz/ResNet101_optadam_s1000_e5_b64_lr00001_1247.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 58
| 14.84
| 98
| 28.07
| 57
| 45.02
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_5993
| 1
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.0001
|
2.15.1
| 12.2
| 17.75
| 17.77
| 35.6
|
model-npz/ResNet101_optsgd_s1_e2_b1_lr00001_1534.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 0.43
| 62
| 1.64
| 37
| 35.76
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_2712
| 1
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.01
|
2.15.1
| 12.2
| 7.3
| 7.31
| 36.6
|
model-npz/ResNet101_optsgd_s1_e5_b1_lr001_1349.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 0.49
| 58
| 2.04
| 36
| 35.21
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_3321
| 1
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.001
|
2.15.1
| 12.2
| 6.98
| 6.99
| 34.99
|
model-npz/ResNet101_optsgd_s1_e5_b1_lr0001_6130.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 16
| 0.54
| 59
| 2.04
| 36
| 34.77
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_1881
| 1
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.0001
|
2.15.1
| 12.2
| 7
| 7.01
| 35.1
|
model-npz/ResNet101_optsgd_s1_e5_b1_lr00001_7626.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.87
| 65
| 3.17
| 36
| 34.53
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_3260
| 1
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.01
|
2.15.1
| 12.2
| 3.54
| 3.55
| 35.55
|
model-npz/ResNet101_optsgd_s1_e10_b1_lr001_3252.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.55
| 65
| 2.11
| 36
| 34.25
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_1147
| 1
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.001
|
2.15.1
| 12.2
| 3.58
| 3.59
| 35.96
|
model-npz/ResNet101_optsgd_s1_e10_b1_lr0001_2623.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.53
| 61
| 2.26
| 36
| 33.79
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_1031
| 1
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.0001
|
2.15.1
| 12.2
| 3.58
| 3.59
| 35.97
|
model-npz/ResNet101_optsgd_s1_e10_b1_lr00001_2727.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 16
| 0.55
| 56
| 1.99
| 36
| 33.66
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2561
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.01
|
2.15.1
| 12.2
| 3.56
| 35.69
| 35.72
|
model-npz/ResNet101_optsgd_s10_e1_b1_lr001_2741.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 13
| 0.49
| 45
| 1.98
| 36
| 33.89
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_2537
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.001
|
2.15.1
| 12.2
| 3.55
| 35.54
| 35.58
|
model-npz/ResNet101_optsgd_s10_e1_b1_lr0001_1731.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.51
| 29
| 1.92
| 36
| 34.02
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_1474
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.0001
|
2.15.1
| 12.2
| 3.59
| 35.97
| 36
|
model-npz/ResNet101_optsgd_s10_e1_b1_lr00001_2617.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 0.4
| 54
| 1.78
| 36
| 33.92
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_2075
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.01
|
2.15.1
| 12.2
| 7.22
| 36.13
| 36.17
|
model-npz/ResNet101_optsgd_s10_e1_b2_lr001_1272.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 16
| 0.89
| 56
| 3.06
| 35
| 33.81
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_7625
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.001
|
2.15.1
| 12.2
| 7.01
| 35.08
| 35.11
|
model-npz/ResNet101_optsgd_s10_e1_b2_lr0001_1005.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.67
| 70
| 2.75
| 36
| 33.7
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_3354
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.0001
|
2.15.1
| 12.2
| 7.07
| 35.38
| 35.41
|
model-npz/ResNet101_optsgd_s10_e1_b2_lr00001_2657.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.82
| 65
| 3.35
| 36
| 34.13
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_6729
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.01
|
2.15.1
| 12.2
| 12.41
| 37.27
| 37.31
|
model-npz/ResNet101_optsgd_s10_e1_b4_lr001_1002.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 21
| 1.38
| 72
| 5.11
| 38
| 34.33
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_2884
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.001
|
2.15.1
| 12.2
| 12.63
| 37.93
| 37.97
|
model-npz/ResNet101_optsgd_s10_e1_b4_lr0001_1636.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 27
| 1.02
| 78
| 3.69
| 38
| 34.38
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2074
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.0001
|
2.15.1
| 12.2
| 12.42
| 37.3
| 37.34
|
model-npz/ResNet101_optsgd_s10_e1_b4_lr00001_1009.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 28
| 1.17
| 77
| 4.27
| 38
| 34.31
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_2521
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.01
|
2.15.1
| 12.2
| 19.04
| 38.12
| 38.15
|
model-npz/ResNet101_optsgd_s10_e1_b8_lr001_7741.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 20
| 1.17
| 79
| 4.28
| 39
| 34.45
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_2921
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.001
|
2.15.1
| 12.2
| 19.28
| 38.6
| 38.64
|
model-npz/ResNet101_optsgd_s10_e1_b8_lr0001_1090.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 20
| 1.42
| 70
| 4.77
| 39
| 34.59
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_1079
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.0001
|
2.15.1
| 12.2
| 18.72
| 37.47
| 37.51
|
model-npz/ResNet101_optsgd_s10_e1_b8_lr00001_2060.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 24
| 1.93
| 78
| 6.36
| 39
| 34.8
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_2263
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.01
|
2.15.1
| 12.2
| 1.87
| 18.69
| 37.43
|
model-npz/ResNet101_optsgd_s10_e2_b1_lr001_2698.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.75
| 61
| 3.16
| 36
| 34.45
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3036
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.001
|
2.15.1
| 12.2
| 1.86
| 18.62
| 37.29
|
model-npz/ResNet101_optsgd_s10_e2_b1_lr0001_2232.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.69
| 66
| 3.1
| 36
| 33.94
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_2965
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.0001
|
2.15.1
| 12.2
| 1.8
| 18.05
| 36.15
|
model-npz/ResNet101_optsgd_s10_e2_b1_lr00001_8177.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.52
| 57
| 2.44
| 36
| 34.01
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_8161
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 2
| 0.01
|
2.15.1
| 12.2
| 3.59
| 17.99
| 36.02
|
model-npz/ResNet101_optsgd_s10_e2_b2_lr001_6795.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 13
| 1.14
| 67
| 4.33
| 37
| 33.98
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_1013
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 2
| 0.001
|
2.15.1
| 12.2
| 3.64
| 18.22
| 36.47
|
model-npz/ResNet101_optsgd_s10_e2_b2_lr0001_3382.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 0.94
| 71
| 3.52
| 36
| 33.95
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_8943
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 2
| 0.0001
|
2.15.1
| 12.2
| 3.57
| 17.86
| 35.76
|
model-npz/ResNet101_optsgd_s10_e2_b2_lr00001_1715.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 0.67
| 52
| 2.93
| 36
| 34.15
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_1076
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 4
| 0.01
|
2.15.1
| 12.2
| 6.31
| 18.94
| 37.93
|
model-npz/ResNet101_optsgd_s10_e2_b4_lr001_3133.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 22
| 1.21
| 84
| 4.62
| 38
| 34.31
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_3299
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 4
| 0.001
|
2.15.1
| 12.2
| 6.37
| 19.15
| 38.33
|
model-npz/ResNet101_optsgd_s10_e2_b4_lr0001_6458.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 27
| 1.47
| 77
| 4.94
| 39
| 34.23
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_2445
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 4
| 0.0001
|
2.15.1
| 12.2
| 6.38
| 19.15
| 38.36
|
model-npz/ResNet101_optsgd_s10_e2_b4_lr00001_3813.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 23
| 1.67
| 86
| 5.8
| 38
| 34.3
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_2378
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 8
| 0.01
|
2.15.1
| 12.2
| 9.36
| 18.74
| 37.52
|
model-npz/ResNet101_optsgd_s10_e2_b8_lr001_1872.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 24
| 1.54
| 69
| 5.29
| 38
| 34.51
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_1302
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 8
| 0.001
|
2.15.1
| 12.2
| 9.44
| 18.9
| 37.85
|
model-npz/ResNet101_optsgd_s10_e2_b8_lr0001_6604.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 24
| 1.65
| 78
| 5.55
| 39
| 34.68
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_2706
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 8
| 0.0001
|
2.15.1
| 12.2
| 9.43
| 18.88
| 37.8
|
model-npz/ResNet101_optsgd_s10_e2_b8_lr00001_1494.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 21
| 1.56
| 70
| 5.7
| 39
| 34.83
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_4456
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.01
|
2.15.1
| 12.2
| 0.78
| 7.8
| 39.04
|
model-npz/ResNet101_optsgd_s10_e5_b1_lr001_7563.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.04
| 52
| 4.36
| 37
| 34.52
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_2920
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.001
|
2.15.1
| 12.2
| 0.77
| 7.71
| 38.61
|
model-npz/ResNet101_optsgd_s10_e5_b1_lr0001_1444.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 13
| 0.98
| 61
| 4.41
| 36
| 34.31
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_2828
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.77
| 7.78
| 38.93
|
model-npz/ResNet101_optsgd_s10_e5_b1_lr00001_6033.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 0.93
| 64
| 3.77
| 36
| 34
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_2760
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 2
| 0.01
|
2.15.1
| 12.2
| 1.46
| 7.31
| 36.6
|
model-npz/ResNet101_optsgd_s10_e5_b2_lr001_1345.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.06
| 64
| 4.48
| 37
| 34.18
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_1682
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 2
| 0.001
|
2.15.1
| 12.2
| 1.49
| 7.49
| 37.49
|
model-npz/ResNet101_optsgd_s10_e5_b2_lr0001_6012.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 16
| 0.76
| 63
| 3.18
| 37
| 33.86
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_1457
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 2
| 0.0001
|
2.15.1
| 12.2
| 1.52
| 7.61
| 38.12
|
model-npz/ResNet101_optsgd_s10_e5_b2_lr00001_5811.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 0.9
| 53
| 3.35
| 37
| 33.97
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_2802
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 4
| 0.01
|
2.15.1
| 12.2
| 2.59
| 7.79
| 39.03
|
model-npz/ResNet101_optsgd_s10_e5_b4_lr001_6336.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 19
| 1.43
| 67
| 5.24
| 38
| 33.93
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_1715
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 4
| 0.001
|
2.15.1
| 12.2
| 2.6
| 7.83
| 39.2
|
model-npz/ResNet101_optsgd_s10_e5_b4_lr0001_6842.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 19
| 1.27
| 82
| 4.79
| 38
| 34.36
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_3161
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 4
| 0.0001
|
2.15.1
| 12.2
| 2.59
| 7.78
| 38.95
|
model-npz/ResNet101_optsgd_s10_e5_b4_lr00001_3649.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 22
| 1.8
| 85
| 6.46
| 38
| 34.33
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_1360
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 8
| 0.01
|
2.15.1
| 12.2
| 3.9
| 7.82
| 39.18
|
model-npz/ResNet101_optsgd_s10_e5_b8_lr001_1598.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 22
| 1.67
| 77
| 5.43
| 38
| 34.33
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_5224
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 8
| 0.001
|
2.15.1
| 12.2
| 3.79
| 7.6
| 38.03
|
model-npz/ResNet101_optsgd_s10_e5_b8_lr0001_2949.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 21
| 1.9
| 72
| 6.58
| 39
| 34.5
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_2672
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 8
| 0.0001
|
2.15.1
| 12.2
| 3.89
| 7.8
| 39.04
|
model-npz/ResNet101_optsgd_s10_e5_b8_lr00001_1754.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 24
| 2.13
| 76
| 6.64
| 39
| 34.53
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_1926
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.01
|
2.15.1
| 12.2
| 0.41
| 4.13
| 41.35
|
model-npz/ResNet101_optsgd_s10_e10_b1_lr001_7592.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.45
| 42
| 5.74
| 37
| 34.3
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_3111
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.001
|
2.15.1
| 12.2
| 0.44
| 4.41
| 44.15
|
model-npz/ResNet101_optsgd_s10_e10_b1_lr0001_1847.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.31
| 44
| 5.82
| 37
| 35.39
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_9762
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.43
| 4.33
| 43.37
|
model-npz/ResNet101_optsgd_s10_e10_b1_lr00001_9610.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 13
| 1.45
| 64
| 7.01
| 36
| 35.56
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_4127
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 2
| 0.01
|
2.15.1
| 12.2
| 0.8
| 4.03
| 40.4
|
model-npz/ResNet101_optsgd_s10_e10_b2_lr001_3193.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 1.06
| 65
| 5.35
| 37
| 34.82
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_1614
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 2
| 0.001
|
2.15.1
| 12.2
| 0.79
| 3.95
| 39.61
|
model-npz/ResNet101_optsgd_s10_e10_b2_lr0001_3186.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 1.19
| 47
| 5.48
| 37
| 34.89
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1342
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.76
| 3.84
| 38.5
|
model-npz/ResNet101_optsgd_s10_e10_b2_lr00001_1625.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.14
| 62
| 4.72
| 39
| 35.62
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_5900
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 4
| 0.01
|
2.15.1
| 12.2
| 1.33
| 3.99
| 39.98
|
model-npz/ResNet101_optsgd_s10_e10_b4_lr001_2581.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 21
| 1.96
| 69
| 6.96
| 39
| 36.25
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_1887
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 4
| 0.001
|
2.15.1
| 12.2
| 1.32
| 3.99
| 39.93
|
model-npz/ResNet101_optsgd_s10_e10_b4_lr0001_6759.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 24
| 1.91
| 73
| 6.82
| 40
| 36.62
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_2412
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 4
| 0.0001
|
2.15.1
| 12.2
| 1.31
| 3.96
| 39.66
|
model-npz/ResNet101_optsgd_s10_e10_b4_lr00001_8701.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 25
| 1.95
| 78
| 6.91
| 40
| 36.46
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_2345
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 8
| 0.01
|
2.15.1
| 12.2
| 1.93
| 3.86
| 38.73
|
model-npz/ResNet101_optsgd_s10_e10_b8_lr001_2090.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 27
| 1.88
| 82
| 6.35
| 40
| 36.19
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_2197
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 8
| 0.001
|
2.15.1
| 12.2
| 1.98
| 3.98
| 39.88
|
model-npz/ResNet101_optsgd_s10_e10_b8_lr0001_1764.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 24
| 1.83
| 66
| 6.16
| 40
| 35.91
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_2697
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 8
| 0.0001
|
2.15.1
| 12.2
| 1.97
| 3.95
| 39.54
|
model-npz/ResNet101_optsgd_s10_e10_b8_lr00001_2980.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 27
| 1.97
| 84
| 6.49
| 40
| 35.44
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_1681
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.01
|
2.15.1
| 12.2
| 0.43
| 43.35
| 43.4
|
model-npz/ResNet101_optsgd_s100_e1_b1_lr001_1958.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.23
| 58
| 5.41
| 37
| 34.95
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_1234
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.001
|
2.15.1
| 12.2
| 0.42
| 42.65
| 42.69
|
model-npz/ResNet101_optsgd_s100_e1_b1_lr0001_8939.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 1.22
| 51
| 6
| 37
| 35.95
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_1679
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.43
| 43.45
| 43.49
|
model-npz/ResNet101_optsgd_s100_e1_b1_lr00001_1963.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 11
| 1.24
| 48
| 5.78
| 37
| 35.76
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_1661
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.01
|
2.15.1
| 12.2
| 0.77
| 38.57
| 38.61
|
model-npz/ResNet101_optsgd_s100_e1_b2_lr001_3260.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.21
| 63
| 5.4
| 37
| 35.53
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1567
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.001
|
2.15.1
| 12.2
| 0.79
| 39.68
| 39.71
|
model-npz/ResNet101_optsgd_s100_e1_b2_lr0001_3107.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 16
| 1.17
| 56
| 4.81
| 38
| 36.19
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_1806
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.77
| 38.51
| 38.54
|
model-npz/ResNet101_optsgd_s100_e1_b2_lr00001_7137.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.36
| 69
| 5.97
| 39
| 36.17
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_9759
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.01
|
2.15.1
| 12.2
| 1.5
| 37.51
| 37.54
|
model-npz/ResNet101_optsgd_s100_e1_b4_lr001_5672.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 16
| 1.17
| 62
| 4.17
| 39
| 36.39
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_5306
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.001
|
2.15.1
| 12.2
| 1.48
| 37.14
| 37.17
|
model-npz/ResNet101_optsgd_s100_e1_b4_lr0001_2736.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 16
| 1.24
| 64
| 4.69
| 40
| 36.34
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2866
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.0001
|
2.15.1
| 12.2
| 1.51
| 37.91
| 37.94
|
model-npz/ResNet101_optsgd_s100_e1_b4_lr00001_2870.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 17
| 1.61
| 69
| 5.6
| 40
| 36.28
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_1144
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.01
|
2.15.1
| 12.2
| 2.98
| 38.8
| 38.83
|
model-npz/ResNet101_optsgd_s100_e1_b8_lr001_3325.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 24
| 1.97
| 72
| 6.2
| 41
| 36.31
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_2392
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.001
|
2.15.1
| 12.2
| 2.94
| 38.26
| 38.29
|
model-npz/ResNet101_optsgd_s100_e1_b8_lr0001_1895.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 28
| 2.16
| 86
| 6.73
| 42
| 36.34
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_3330
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.0001
|
2.15.1
| 12.2
| 3.04
| 39.53
| 39.57
|
model-npz/ResNet101_optsgd_s100_e1_b8_lr00001_3158.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 24
| 2.09
| 76
| 6.43
| 41
| 36.09
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_3376
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 16
| 0.01
|
2.15.1
| 12.2
| 5.68
| 39.8
| 39.85
|
model-npz/ResNet101_optsgd_s100_e1_b16_lr001_1165.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 30
| 2.84
| 80
| 8.22
| 42
| 35.98
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_2400
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 16
| 0.001
|
2.15.1
| 12.2
| 5.55
| 38.91
| 38.95
|
model-npz/ResNet101_optsgd_s100_e1_b16_lr0001_1787.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 37
| 2.44
| 83
| 6.3
| 41
| 35.91
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_1821
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 16
| 0.0001
|
2.15.1
| 12.2
| 5.63
| 39.42
| 39.46
|
model-npz/ResNet101_optsgd_s100_e1_b16_lr00001_1561.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 39
| 3.07
| 79
| 7.32
| 41
| 35.79
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_1017
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 32
| 0.01
|
2.15.1
| 12.2
| 10.01
| 40.07
| 40.11
|
model-npz/ResNet101_optsgd_s100_e1_b32_lr001_1132.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 55
| 3.61
| 89
| 8.76
| 41
| 35.92
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_8101
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 32
| 0.001
|
2.15.1
| 12.2
| 10.01
| 40.07
| 40.11
|
model-npz/ResNet101_optsgd_s100_e1_b32_lr0001_3199.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 46
| 3.75
| 85
| 9.16
| 42
| 36.08
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_3546
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 32
| 0.0001
|
2.15.1
| 12.2
| 10.08
| 40.35
| 40.39
|
model-npz/ResNet101_optsgd_s100_e1_b32_lr00001_2877.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 39
| 2.78
| 87
| 7.88
| 42
| 36.3
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_1647
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 64
| 0.01
|
2.15.1
| 12.2
| 20.96
| 41.95
| 42
|
model-npz/ResNet101_optsgd_s100_e1_b64_lr001_8553.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 46
| 5.77
| 93
| 15.14
| 46
| 37.31
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_3288
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 64
| 0.001
|
2.15.1
| 12.2
| 21.08
| 42.18
| 42.23
|
model-npz/ResNet101_optsgd_s100_e1_b64_lr0001_1519.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 71
| 6.04
| 97
| 14.63
| 48
| 38.6
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_1141
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 64
| 0.0001
|
2.15.1
| 12.2
| 21.28
| 42.59
| 42.63
|
model-npz/ResNet101_optsgd_s100_e1_b64_lr00001_1157.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 56
| 6.37
| 95
| 13.87
| 48
| 38.94
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_5679
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.01
|
2.15.1
| 12.2
| 0.26
| 25.92
| 51.88
|
model-npz/ResNet101_optsgd_s100_e2_b1_lr001_7392.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 2.08
| 57
| 9.34
| 41
| 37.41
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_7137
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.001
|
2.15.1
| 12.2
| 0.26
| 26.53
| 53.1
|
model-npz/ResNet101_optsgd_s100_e2_b1_lr0001_5707.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 11
| 1.96
| 52
| 9.88
| 38
| 36.32
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_4459
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.25
| 25.31
| 50.66
|
model-npz/ResNet101_optsgd_s100_e2_b1_lr00001_1169.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 15
| 2
| 48
| 8.64
| 39
| 36.29
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_1834
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 2
| 0.01
|
2.15.1
| 12.2
| 0.44
| 22.19
| 44.44
|
model-npz/ResNet101_optsgd_s100_e2_b2_lr001_3216.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.71
| 62
| 7.23
| 39
| 35.94
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_2071
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 2
| 0.001
|
2.15.1
| 12.2
| 0.44
| 22.35
| 44.75
|
model-npz/ResNet101_optsgd_s100_e2_b2_lr0001_3160.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 14
| 1.63
| 62
| 7.23
| 39
| 35.59
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1847
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.42
| 21.33
| 42.72
|
model-npz/ResNet101_optsgd_s100_e2_b2_lr00001_9779.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 17
| 1.46
| 60
| 6.54
| 40
| 35.31
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_2986
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 4
| 0.01
|
2.15.1
| 12.2
| 0.81
| 20.32
| 40.68
|
model-npz/ResNet101_optsgd_s100_e2_b4_lr001_2745.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 17
| 1.68
| 41
| 5.61
| 39
| 35.26
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_3139
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 4
| 0.001
|
2.15.1
| 12.2
| 0.8
| 19.99
| 40.01
|
model-npz/ResNet101_optsgd_s100_e2_b4_lr0001_1922.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 18
| 1.77
| 72
| 6.02
| 39
| 35.11
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_1930
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 4
| 0.0001
|
2.15.1
| 12.2
| 0.78
| 19.65
| 39.35
|
model-npz/ResNet101_optsgd_s100_e2_b4_lr00001_1346.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 21
| 1.9
| 69
| 6.57
| 41
| 35.31
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2140
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 8
| 0.01
|
2.15.1
| 12.2
| 1.51
| 19.69
| 39.42
|
model-npz/ResNet101_optsgd_s100_e2_b8_lr001_1707.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 26
| 2.35
| 80
| 7.16
| 41
| 35.37
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_2074
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 8
| 0.001
|
2.15.1
| 12.2
| 1.5
| 19.57
| 39.18
|
model-npz/ResNet101_optsgd_s100_e2_b8_lr0001_9268.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 25
| 2.95
| 80
| 8.91
| 42
| 35.65
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2852
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 8
| 0.0001
|
2.15.1
| 12.2
| 1.52
| 19.86
| 39.76
|
model-npz/ResNet101_optsgd_s100_e2_b8_lr00001_2879.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 22
| 2.64
| 76
| 8.13
| 43
| 35.69
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_3025
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 16
| 0.01
|
2.15.1
| 12.2
| 2.85
| 19.97
| 40
|
model-npz/ResNet101_optsgd_s100_e2_b16_lr001_3971.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 40
| 3.16
| 78
| 8.29
| 43
| 36.01
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2534
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 16
| 0.001
|
2.15.1
| 12.2
| 2.82
| 19.77
| 39.58
|
model-npz/ResNet101_optsgd_s100_e2_b16_lr0001_2243.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 40
| 3.57
| 81
| 8.98
| 43
| 36.01
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_6202
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 16
| 0.0001
|
2.15.1
| 12.2
| 2.86
| 20.07
| 40.17
|
model-npz/ResNet101_optsgd_s100_e2_b16_lr00001_1434.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 34
| 3.42
| 75
| 8.59
| 44
| 36.03
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_1967
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 32
| 0.01
|
2.15.1
| 12.2
| 5
| 20.03
| 40.11
|
model-npz/ResNet101_optsgd_s100_e2_b32_lr001_2561.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 47
| 4.31
| 87
| 10.9
| 44
| 36.18
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_3004
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 32
| 0.001
|
2.15.1
| 12.2
| 4.95
| 19.83
| 39.71
|
model-npz/ResNet101_optsgd_s100_e2_b32_lr0001_1152.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 57
| 4.11
| 89
| 9.65
| 44
| 36.36
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2879
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 32
| 0.0001
|
2.15.1
| 12.2
| 4.99
| 19.99
| 40.01
|
model-npz/ResNet101_optsgd_s100_e2_b32_lr00001_2440.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 52
| 3.74
| 92
| 10
| 42
| 36.47
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1074
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 64
| 0.01
|
2.15.1
| 12.2
| 10.7
| 21.42
| 42.89
|
model-npz/ResNet101_optsgd_s100_e2_b64_lr001_2614.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 49
| 5.57
| 94
| 13.46
| 47
| 37.42
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_8185
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 64
| 0.001
|
2.15.1
| 12.2
| 10.71
| 21.44
| 42.92
|
model-npz/ResNet101_optsgd_s100_e2_b64_lr0001_9134.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 72
| 6.38
| 96
| 15.61
| 48
| 38.75
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_2965
| 100
| 224
| 224
| 3
| 10
|
sgd
| 2
| 64
| 0.0001
|
2.15.1
| 12.2
| 10.6
| 21.23
| 42.5
|
model-npz/ResNet101_optsgd_s100_e2_b64_lr00001_9451.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7
| 5,120
| 80
| 32
|
hbm2
| 1,130
| 640
| 76
| 5.84
| 94
| 15.27
| 48
| 39.25
|
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