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float64 12.2
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190
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|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_2952
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 1
| 0.001
|
2.15.1
| 12.2
| 0.05
| 52.32
| 523.21
|
model-npz/ResNet101_optadam_s1000_e10_b1_lr0001_3213.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 3.62
| 59
| 40.18
| 30
| 29.52
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_1315
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.05
| 51.47
| 514.71
|
model-npz/ResNet101_optadam_s1000_e10_b1_lr00001_7457.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 3.67
| 100
| 41.1
| 30
| 29.6
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_1279
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 2
| 0.01
|
2.15.1
| 12.2
| 0.05
| 27.85
| 278.57
|
model-npz/ResNet101_optadam_s1000_e10_b2_lr001_2787.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 4.16
| 100
| 41.91
| 31
| 29.81
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_1404
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 2
| 0.001
|
2.15.1
| 12.2
| 0.06
| 28.38
| 283.83
|
model-npz/ResNet101_optadam_s1000_e10_b2_lr0001_1580.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 4.1
| 100
| 41.22
| 31
| 29.85
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2195
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.06
| 28.36
| 283.64
|
model-npz/ResNet101_optadam_s1000_e10_b2_lr00001_2247.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 4.07
| 100
| 41.18
| 31
| 29.85
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_2775
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 4
| 0.01
|
2.15.1
| 12.2
| 0.07
| 17.35
| 173.54
|
model-npz/ResNet101_optadam_s1000_e10_b4_lr001_5592.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 4.75
| 100
| 37.71
| 32
| 29.91
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_1865
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 4
| 0.001
|
2.15.1
| 12.2
| 0.07
| 17.09
| 170.98
|
model-npz/ResNet101_optadam_s1000_e10_b4_lr0001_2117.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 4.69
| 78
| 38.06
| 32
| 30.13
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1295
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 4
| 0.0001
|
2.15.1
| 12.2
| 0.07
| 17.03
| 170.37
|
model-npz/ResNet101_optadam_s1000_e10_b4_lr00001_3140.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 4.75
| 60
| 38.21
| 32
| 30.18
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_1779
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 8
| 0.01
|
2.15.1
| 12.2
| 0.1
| 11.99
| 119.98
|
model-npz/ResNet101_optadam_s1000_e10_b8_lr001_2532.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 6.01
| 69
| 32.88
| 35
| 30.55
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_2805
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 8
| 0.001
|
2.15.1
| 12.2
| 0.09
| 11.26
| 112.68
|
model-npz/ResNet101_optadam_s1000_e10_b8_lr0001_1065.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 6.45
| 100
| 35.78
| 35
| 30.57
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2507
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 8
| 0.0001
|
2.15.1
| 12.2
| 0.09
| 11.28
| 112.88
|
model-npz/ResNet101_optadam_s1000_e10_b8_lr00001_1232.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 6.36
| 100
| 35.48
| 35
| 30.55
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_2764
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 16
| 0.01
|
2.15.1
| 12.2
| 0.14
| 9.02
| 90.28
|
model-npz/ResNet101_optadam_s1000_e10_b16_lr001_2052.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 25
| 9.17
| 83
| 32.18
| 38
| 30.92
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_7107
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 16
| 0.001
|
2.15.1
| 12.2
| 0.14
| 9.06
| 90.68
|
model-npz/ResNet101_optadam_s1000_e10_b16_lr0001_2808.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 25
| 9.21
| 100
| 32.8
| 37
| 30.93
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1561
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 16
| 0.0001
|
2.15.1
| 12.2
| 0.14
| 9.18
| 91.88
|
model-npz/ResNet101_optadam_s1000_e10_b16_lr00001_4724.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 25
| 9.16
| 100
| 32.12
| 37
| 30.9
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_4293
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 32
| 0.01
|
2.15.1
| 12.2
| 0.25
| 7.93
| 79.31
|
model-npz/ResNet101_optadam_s1000_e10_b32_lr001_3179.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 43
| 12.15
| 94
| 29.77
| 41
| 31.19
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2709
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 32
| 0.001
|
2.15.1
| 12.2
| 0.25
| 7.9
| 79.1
|
model-npz/ResNet101_optadam_s1000_e10_b32_lr0001_1387.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 42
| 12.36
| 100
| 30.14
| 41
| 31.63
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_3068
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 32
| 0.0001
|
2.15.1
| 12.2
| 0.25
| 7.97
| 79.72
|
model-npz/ResNet101_optadam_s1000_e10_b32_lr00001_1497.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 42
| 12.17
| 93
| 29.08
| 39
| 31.12
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_1219
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 64
| 0.01
|
2.15.1
| 12.2
| 0.49
| 7.78
| 77.84
|
model-npz/ResNet101_optadam_s1000_e10_b64_lr001_9891.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 54
| 14.27
| 95
| 28.45
| 42
| 31.63
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_1406
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 64
| 0.001
|
2.15.1
| 12.2
| 0.48
| 7.68
| 76.88
|
model-npz/ResNet101_optadam_s1000_e10_b64_lr0001_2045.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 55
| 14.61
| 100
| 29.18
| 40
| 31.68
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2458
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 64
| 0.0001
|
2.15.1
| 12.2
| 0.47
| 7.61
| 76.14
|
model-npz/ResNet101_optadam_s1000_e10_b64_lr00001_5482.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 55
| 14.88
| 96
| 30.22
| 40
| 31.54
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_2096
| 1
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.01
|
2.15.1
| 12.2
| 29.62
| 29.63
| 29.66
|
model-npz/ResNet101_optsgd_s1_e1_b1_lr001_1339.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.42
| 100
| 4.48
| 32
| 29.12
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_3212
| 1
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.001
|
2.15.1
| 12.2
| 29.41
| 29.42
| 29.44
|
model-npz/ResNet101_optsgd_s1_e1_b1_lr0001_2805.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.37
| 100
| 5.12
| 29
| 27.13
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1857
| 1
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.0001
|
2.15.1
| 12.2
| 29.2
| 29.21
| 29.23
|
model-npz/ResNet101_optsgd_s1_e1_b1_lr00001_1359.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.41
| 100
| 5.4
| 27
| 26.22
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_3395
| 1
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.01
|
2.15.1
| 12.2
| 14.86
| 14.87
| 29.76
|
model-npz/ResNet101_optsgd_s1_e2_b1_lr001_2678.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.38
| 100
| 5.52
| 27
| 26.14
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_6692
| 1
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.001
|
2.15.1
| 12.2
| 14.8
| 14.81
| 29.64
|
model-npz/ResNet101_optsgd_s1_e2_b1_lr0001_1222.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 5
| 0.35
| 100
| 4.04
| 27
| 26.12
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_3344
| 1
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.0001
|
2.15.1
| 12.2
| 14.84
| 14.84
| 29.71
|
model-npz/ResNet101_optsgd_s1_e2_b1_lr00001_2945.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.38
| 100
| 5.57
| 28
| 26.14
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_2207
| 1
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.01
|
2.15.1
| 12.2
| 5.88
| 5.88
| 29.43
|
model-npz/ResNet101_optsgd_s1_e5_b1_lr001_1623.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.46
| 100
| 4.83
| 27
| 26
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_5750
| 1
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.001
|
2.15.1
| 12.2
| 5.92
| 5.92
| 29.65
|
model-npz/ResNet101_optsgd_s1_e5_b1_lr0001_3185.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.46
| 100
| 5.19
| 27
| 26.04
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_1456
| 1
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.0001
|
2.15.1
| 12.2
| 5.93
| 5.94
| 29.72
|
model-npz/ResNet101_optsgd_s1_e5_b1_lr00001_4415.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.45
| 100
| 5.75
| 27
| 25.99
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_6186
| 1
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.01
|
2.15.1
| 12.2
| 2.95
| 2.95
| 29.54
|
model-npz/ResNet101_optsgd_s1_e10_b1_lr001_2651.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.35
| 100
| 4.07
| 27
| 25.97
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_3353
| 1
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.001
|
2.15.1
| 12.2
| 2.97
| 2.97
| 29.72
|
model-npz/ResNet101_optsgd_s1_e10_b1_lr0001_2158.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.32
| 100
| 4.99
| 27
| 25.99
|
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_5984
| 1
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.0001
|
2.15.1
| 12.2
| 2.95
| 2.95
| 29.57
|
model-npz/ResNet101_optsgd_s1_e10_b1_lr00001_6833.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.57
| 100
| 7.21
| 27
| 26.03
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2147
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.01
|
2.15.1
| 12.2
| 2.94
| 29.41
| 29.44
|
model-npz/ResNet101_optsgd_s10_e1_b1_lr001_5105.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.4
| 100
| 4.77
| 27
| 25.97
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_2532
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.001
|
2.15.1
| 12.2
| 2.97
| 29.7
| 29.73
|
model-npz/ResNet101_optsgd_s10_e1_b1_lr0001_1646.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 4
| 0.33
| 100
| 4.01
| 27
| 25.99
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_1313
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.0001
|
2.15.1
| 12.2
| 2.98
| 29.83
| 29.85
|
model-npz/ResNet101_optsgd_s10_e1_b1_lr00001_1864.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.34
| 100
| 4.33
| 27
| 26.01
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_1505
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.01
|
2.15.1
| 12.2
| 5.97
| 29.86
| 29.89
|
model-npz/ResNet101_optsgd_s10_e1_b2_lr001_1933.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.39
| 70
| 4
| 27
| 25.99
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_4677
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.001
|
2.15.1
| 12.2
| 5.9
| 29.5
| 29.53
|
model-npz/ResNet101_optsgd_s10_e1_b2_lr0001_2388.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 4
| 0.29
| 100
| 4.2
| 27
| 26
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_7134
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.0001
|
2.15.1
| 12.2
| 5.89
| 29.46
| 29.49
|
model-npz/ResNet101_optsgd_s10_e1_b2_lr00001_3123.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 5
| 0.43
| 100
| 5.25
| 27
| 26.04
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_2921
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.01
|
2.15.1
| 12.2
| 10.53
| 31.6
| 31.63
|
model-npz/ResNet101_optsgd_s10_e1_b4_lr001_1476.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.81
| 100
| 7.64
| 29
| 26.25
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_1736
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.001
|
2.15.1
| 12.2
| 10.48
| 31.46
| 31.48
|
model-npz/ResNet101_optsgd_s10_e1_b4_lr0001_6507.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 0.86
| 100
| 7.61
| 28
| 26.31
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2524
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.0001
|
2.15.1
| 12.2
| 10.55
| 31.65
| 31.68
|
model-npz/ResNet101_optsgd_s10_e1_b4_lr00001_1859.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 0.82
| 100
| 6.96
| 29
| 26.33
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_3331
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.01
|
2.15.1
| 12.2
| 15.68
| 31.37
| 31.39
|
model-npz/ResNet101_optsgd_s10_e1_b8_lr001_2834.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 12
| 0.9
| 100
| 7.03
| 29
| 26.38
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_3264
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.001
|
2.15.1
| 12.2
| 15.69
| 31.39
| 31.42
|
model-npz/ResNet101_optsgd_s10_e1_b8_lr0001_9375.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 11
| 0.97
| 100
| 8.65
| 29
| 26.42
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_1306
| 10
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.0001
|
2.15.1
| 12.2
| 15.61
| 31.23
| 31.27
|
model-npz/ResNet101_optsgd_s10_e1_b8_lr00001_2417.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 0.99
| 100
| 8.87
| 29
| 26.4
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_3359
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.01
|
2.15.1
| 12.2
| 1.52
| 15.2
| 30.43
|
model-npz/ResNet101_optsgd_s10_e2_b1_lr001_3409.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 5
| 0.45
| 100
| 6.31
| 28
| 26.24
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_1338
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.001
|
2.15.1
| 12.2
| 1.53
| 15.28
| 30.58
|
model-npz/ResNet101_optsgd_s10_e2_b1_lr0001_2836.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.46
| 100
| 5.3
| 28
| 26.19
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_3350
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 1
| 0.0001
|
2.15.1
| 12.2
| 1.5
| 15.03
| 30.09
|
model-npz/ResNet101_optsgd_s10_e2_b1_lr00001_3213.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 4
| 0.39
| 100
| 5.17
| 28
| 26.24
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_2562
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 2
| 0.01
|
2.15.1
| 12.2
| 3.02
| 15.1
| 30.22
|
model-npz/ResNet101_optsgd_s10_e2_b2_lr001_2101.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.41
| 100
| 5.45
| 28
| 26.25
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_2820
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 2
| 0.001
|
2.15.1
| 12.2
| 2.97
| 14.86
| 29.75
|
model-npz/ResNet101_optsgd_s10_e2_b2_lr0001_2930.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.38
| 100
| 5.59
| 27
| 26.22
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_3871
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 2
| 0.0001
|
2.15.1
| 12.2
| 3
| 15.01
| 30.04
|
model-npz/ResNet101_optsgd_s10_e2_b2_lr00001_2105.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.58
| 100
| 7.06
| 28
| 26.23
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_3831
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 4
| 0.01
|
2.15.1
| 12.2
| 5.27
| 15.83
| 31.69
|
model-npz/ResNet101_optsgd_s10_e2_b4_lr001_4457.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.86
| 100
| 8.08
| 29
| 26.37
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_2691
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 4
| 0.001
|
2.15.1
| 12.2
| 5.3
| 15.9
| 31.82
|
model-npz/ResNet101_optsgd_s10_e2_b4_lr0001_8584.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.81
| 100
| 7.79
| 29
| 26.31
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_4795
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 4
| 0.0001
|
2.15.1
| 12.2
| 5.29
| 15.89
| 31.81
|
model-npz/ResNet101_optsgd_s10_e2_b4_lr00001_1686.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.85
| 100
| 8.21
| 29
| 26.3
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_6329
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 8
| 0.01
|
2.15.1
| 12.2
| 7.91
| 15.84
| 31.7
|
model-npz/ResNet101_optsgd_s10_e2_b8_lr001_3369.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 12
| 1.03
| 100
| 8.88
| 29
| 26.36
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_1422
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 8
| 0.001
|
2.15.1
| 12.2
| 7.92
| 15.84
| 31.72
|
model-npz/ResNet101_optsgd_s10_e2_b8_lr0001_2268.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 0.96
| 100
| 8.67
| 28
| 26.32
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_1392
| 10
| 224
| 224
| 3
| 10
|
sgd
| 2
| 8
| 0.0001
|
2.15.1
| 12.2
| 7.86
| 15.72
| 31.46
|
model-npz/ResNet101_optsgd_s10_e2_b8_lr00001_8132.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 0.94
| 100
| 7.61
| 29
| 26.38
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_4712
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.01
|
2.15.1
| 12.2
| 0.63
| 6.29
| 31.46
|
model-npz/ResNet101_optsgd_s10_e5_b1_lr001_2347.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.5
| 100
| 6.12
| 28
| 26.21
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_2495
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.001
|
2.15.1
| 12.2
| 0.63
| 6.33
| 31.69
|
model-npz/ResNet101_optsgd_s10_e5_b1_lr0001_2118.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.53
| 100
| 7.14
| 28
| 26.24
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_8307
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.63
| 6.31
| 31.58
|
model-npz/ResNet101_optsgd_s10_e5_b1_lr00001_3135.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.56
| 100
| 6.58
| 28
| 26.18
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_7907
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 2
| 0.01
|
2.15.1
| 12.2
| 1.22
| 6.13
| 30.68
|
model-npz/ResNet101_optsgd_s10_e5_b2_lr001_2665.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.47
| 100
| 5.43
| 28
| 26.14
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2408
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 2
| 0.001
|
2.15.1
| 12.2
| 1.21
| 6.06
| 30.35
|
model-npz/ResNet101_optsgd_s10_e5_b2_lr0001_3374.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 5
| 0.46
| 100
| 6.07
| 28
| 26.18
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_6447
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 2
| 0.0001
|
2.15.1
| 12.2
| 1.22
| 6.09
| 30.49
|
model-npz/ResNet101_optsgd_s10_e5_b2_lr00001_6489.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.41
| 100
| 4.74
| 28
| 26.14
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_2242
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 4
| 0.01
|
2.15.1
| 12.2
| 2.14
| 6.43
| 32.19
|
model-npz/ResNet101_optsgd_s10_e5_b4_lr001_6756.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.88
| 100
| 7.49
| 29
| 26.23
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_2398
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 4
| 0.001
|
2.15.1
| 12.2
| 2.15
| 6.47
| 32.36
|
model-npz/ResNet101_optsgd_s10_e5_b4_lr0001_7181.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.78
| 100
| 6.89
| 29
| 26.27
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_1085
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 4
| 0.0001
|
2.15.1
| 12.2
| 2.15
| 6.44
| 32.26
|
model-npz/ResNet101_optsgd_s10_e5_b4_lr00001_2935.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.84
| 100
| 8.43
| 29
| 26.26
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_1913
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 8
| 0.01
|
2.15.1
| 12.2
| 3.22
| 6.45
| 32.27
|
model-npz/ResNet101_optsgd_s10_e5_b8_lr001_8035.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 12
| 0.93
| 100
| 8.4
| 29
| 26.34
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_2515
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 8
| 0.001
|
2.15.1
| 12.2
| 3.18
| 6.37
| 31.9
|
model-npz/ResNet101_optsgd_s10_e5_b8_lr0001_1785.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.84
| 100
| 6.66
| 29
| 26.28
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_7823
| 10
| 224
| 224
| 3
| 10
|
sgd
| 5
| 8
| 0.0001
|
2.15.1
| 12.2
| 3.2
| 6.41
| 32.07
|
model-npz/ResNet101_optsgd_s10_e5_b8_lr00001_3194.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.96
| 100
| 8.51
| 29
| 26.29
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_8539
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.01
|
2.15.1
| 12.2
| 0.34
| 3.39
| 33.89
|
model-npz/ResNet101_optsgd_s10_e10_b1_lr001_2798.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.73
| 100
| 8.92
| 28
| 26.25
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2527
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.001
|
2.15.1
| 12.2
| 0.33
| 3.33
| 33.34
|
model-npz/ResNet101_optsgd_s10_e10_b1_lr0001_1923.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 4
| 0.68
| 100
| 9.24
| 28
| 26.28
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_1087
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.33
| 3.34
| 33.41
|
model-npz/ResNet101_optsgd_s10_e10_b1_lr00001_2204.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 4
| 0.64
| 100
| 8.06
| 28
| 26.31
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_2163
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 2
| 0.01
|
2.15.1
| 12.2
| 0.62
| 3.13
| 31.34
|
model-npz/ResNet101_optsgd_s10_e10_b2_lr001_1829.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.51
| 100
| 6.36
| 28
| 26.28
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_1446
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 2
| 0.001
|
2.15.1
| 12.2
| 0.64
| 3.2
| 32.01
|
model-npz/ResNet101_optsgd_s10_e10_b2_lr0001_1524.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.62
| 100
| 6.51
| 28
| 26.18
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_2589
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.63
| 3.16
| 31.61
|
model-npz/ResNet101_optsgd_s10_e10_b2_lr00001_2000.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.65
| 100
| 8.12
| 28
| 26.24
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_1607
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 4
| 0.01
|
2.15.1
| 12.2
| 1.09
| 3.27
| 32.76
|
model-npz/ResNet101_optsgd_s10_e10_b4_lr001_1985.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 1.09
| 100
| 10.25
| 29
| 26.26
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_4776
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 4
| 0.001
|
2.15.1
| 12.2
| 1.09
| 3.26
| 32.67
|
model-npz/ResNet101_optsgd_s10_e10_b4_lr0001_3998.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 0.96
| 100
| 8.31
| 29
| 26.3
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_1768
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 4
| 0.0001
|
2.15.1
| 12.2
| 1.1
| 3.32
| 33.21
|
model-npz/ResNet101_optsgd_s10_e10_b4_lr00001_3033.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.89
| 100
| 7.72
| 29
| 26.28
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_2015
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 8
| 0.01
|
2.15.1
| 12.2
| 1.62
| 3.25
| 32.5
|
model-npz/ResNet101_optsgd_s10_e10_b8_lr001_1026.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 11
| 1.07
| 100
| 8.16
| 29
| 26.34
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_1565
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 8
| 0.001
|
2.15.1
| 12.2
| 1.63
| 3.26
| 32.68
|
model-npz/ResNet101_optsgd_s10_e10_b8_lr0001_3333.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 1.01
| 100
| 7.92
| 29
| 26.32
|
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_5204
| 10
| 224
| 224
| 3
| 10
|
sgd
| 10
| 8
| 0.0001
|
2.15.1
| 12.2
| 1.63
| 3.26
| 32.6
|
model-npz/ResNet101_optsgd_s10_e10_b8_lr00001_2642.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 1.11
| 100
| 8.19
| 29
| 26.34
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_3074
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.01
|
2.15.1
| 12.2
| 0.33
| 33.54
| 33.57
|
model-npz/ResNet101_optsgd_s100_e1_b1_lr001_3190.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.65
| 100
| 8.6
| 28
| 26.31
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_3107
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.001
|
2.15.1
| 12.2
| 0.33
| 33.38
| 33.4
|
model-npz/ResNet101_optsgd_s100_e1_b1_lr0001_5553.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.61
| 100
| 8.33
| 28
| 26.29
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_1773
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.34
| 33.98
| 34
|
model-npz/ResNet101_optsgd_s100_e1_b1_lr00001_3595.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 0.69
| 100
| 9.03
| 28
| 26.29
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_2309
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.01
|
2.15.1
| 12.2
| 0.63
| 31.34
| 31.37
|
model-npz/ResNet101_optsgd_s100_e1_b2_lr001_1535.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.61
| 100
| 7.54
| 28
| 26.24
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_2198
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.001
|
2.15.1
| 12.2
| 0.63
| 31.51
| 31.53
|
model-npz/ResNet101_optsgd_s100_e1_b2_lr0001_3307.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.49
| 100
| 6.67
| 28
| 26.19
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_5357
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.63
| 31.43
| 31.48
|
model-npz/ResNet101_optsgd_s100_e1_b2_lr00001_1596.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 0.58
| 100
| 7.44
| 28
| 26.21
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1256
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.01
|
2.15.1
| 12.2
| 1.23
| 30.68
| 30.71
|
model-npz/ResNet101_optsgd_s100_e1_b4_lr001_1508.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.61
| 100
| 5.9
| 29
| 26.17
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_8954
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.001
|
2.15.1
| 12.2
| 1.23
| 30.69
| 30.71
|
model-npz/ResNet101_optsgd_s100_e1_b4_lr0001_1600.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 0.63
| 100
| 6.8
| 28
| 26.16
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2082
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 4
| 0.0001
|
2.15.1
| 12.2
| 1.22
| 30.44
| 30.46
|
model-npz/ResNet101_optsgd_s100_e1_b4_lr00001_2865.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 0.73
| 100
| 7.93
| 29
| 26.21
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_8783
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.01
|
2.15.1
| 12.2
| 2.52
| 32.78
| 32.8
|
model-npz/ResNet101_optsgd_s100_e1_b8_lr001_1613.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 1.08
| 100
| 8.93
| 29
| 26.31
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_1559
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.001
|
2.15.1
| 12.2
| 2.49
| 32.44
| 32.46
|
model-npz/ResNet101_optsgd_s100_e1_b8_lr0001_2725.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 11
| 0.89
| 100
| 6.92
| 29
| 26.32
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_2046
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 8
| 0.0001
|
2.15.1
| 12.2
| 2.45
| 31.91
| 31.93
|
model-npz/ResNet101_optsgd_s100_e1_b8_lr00001_2392.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 1.18
| 100
| 9.59
| 29
| 26.37
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_6947
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 16
| 0.01
|
2.15.1
| 12.2
| 4.61
| 32.29
| 32.34
|
model-npz/ResNet101_optsgd_s100_e1_b16_lr001_8439.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 19
| 1.35
| 100
| 8.19
| 29
| 26.36
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_3251
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 16
| 0.001
|
2.15.1
| 12.2
| 4.61
| 32.26
| 32.31
|
model-npz/ResNet101_optsgd_s100_e1_b16_lr0001_2977.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 22
| 1.56
| 100
| 11.14
| 29
| 26.52
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_1802
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 16
| 0.0001
|
2.15.1
| 12.2
| 4.65
| 32.53
| 32.56
|
model-npz/ResNet101_optsgd_s100_e1_b16_lr00001_8589.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 20
| 1.33
| 100
| 10.13
| 30
| 26.56
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_7331
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 32
| 0.01
|
2.15.1
| 12.2
| 8.15
| 32.6
| 32.62
|
model-npz/ResNet101_optsgd_s100_e1_b32_lr001_2258.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 23
| 2.2
| 100
| 10.14
| 31
| 26.68
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_2505
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 32
| 0.001
|
2.15.1
| 12.2
| 8.14
| 32.56
| 32.58
|
model-npz/ResNet101_optsgd_s100_e1_b32_lr0001_2610.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 32
| 1.97
| 100
| 10.33
| 30
| 26.64
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_9415
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 32
| 0.0001
|
2.15.1
| 12.2
| 8.15
| 32.59
| 32.62
|
model-npz/ResNet101_optsgd_s100_e1_b32_lr00001_2128.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 32
| 2.16
| 100
| 9.72
| 30
| 26.69
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_2979
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 64
| 0.01
|
2.15.1
| 12.2
| 17.26
| 34.52
| 34.55
|
model-npz/ResNet101_optsgd_s100_e1_b64_lr001_8200.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 33
| 3.67
| 100
| 14.79
| 34
| 27.45
|
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_2787
| 100
| 224
| 224
| 3
| 10
|
sgd
| 1
| 64
| 0.001
|
2.15.1
| 12.2
| 17.21
| 34.43
| 34.46
|
model-npz/ResNet101_optsgd_s100_e1_b64_lr0001_9408.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 36
| 2.92
| 100
| 12.47
| 35
| 27.9
|
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