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0.01
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float64 12.2
12.2
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190
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484
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574
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108
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80
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640
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86
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37.9
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100
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64
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1107
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 4
| 0.01
|
2.15.1
| 12.2
| 0.44
| 11.04
| 55.21
|
model-npz/ResNet101_optadam_s100_e5_b4_lr001_2396.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.8
| 59
| 6.3
| 31
| 26.49
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2456
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 4
| 0.001
|
2.15.1
| 12.2
| 0.44
| 11.01
| 55.07
|
model-npz/ResNet101_optadam_s100_e5_b4_lr0001_2149.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 0.96
| 100
| 7.63
| 31
| 26.49
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_1297
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 4
| 0.0001
|
2.15.1
| 12.2
| 0.44
| 10.99
| 54.96
|
model-npz/ResNet101_optadam_s100_e5_b4_lr00001_5608.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 1.05
| 60
| 7.78
| 31
| 26.46
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_1191
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 8
| 0.01
|
2.15.1
| 12.2
| 0.83
| 10.8
| 54.05
|
model-npz/ResNet101_optadam_s100_e5_b8_lr001_1378.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 1.15
| 100
| 6.96
| 32
| 26.49
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_6790
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 8
| 0.001
|
2.15.1
| 12.2
| 0.84
| 10.87
| 54.4
|
model-npz/ResNet101_optadam_s100_e5_b8_lr0001_2757.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 1.11
| 100
| 7.31
| 32
| 26.53
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1909
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 8
| 0.0001
|
2.15.1
| 12.2
| 0.85
| 11.01
| 55.07
|
model-npz/ResNet101_optadam_s100_e5_b8_lr00001_1416.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 1.27
| 65
| 7.49
| 32
| 26.5
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1840
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 16
| 0.01
|
2.15.1
| 12.2
| 1.53
| 10.75
| 53.76
|
model-npz/ResNet101_optadam_s100_e5_b16_lr001_2129.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 24
| 1.46
| 100
| 7.58
| 34
| 26.51
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2606
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 16
| 0.001
|
2.15.1
| 12.2
| 1.53
| 10.72
| 53.62
|
model-npz/ResNet101_optadam_s100_e5_b16_lr0001_6871.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 25
| 1.43
| 78
| 6.63
| 34
| 26.51
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_4201
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 16
| 0.0001
|
2.15.1
| 12.2
| 1.53
| 10.75
| 53.78
|
model-npz/ResNet101_optadam_s100_e5_b16_lr00001_1906.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 25
| 1.39
| 81
| 6.56
| 35
| 26.6
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1128
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 32
| 0.01
|
2.15.1
| 12.2
| 2.66
| 10.64
| 53.25
|
model-npz/ResNet101_optadam_s100_e5_b32_lr001_6595.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 33
| 1.84
| 100
| 7.35
| 37
| 26.75
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1017
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 32
| 0.001
|
2.15.1
| 12.2
| 2.67
| 10.7
| 53.54
|
model-npz/ResNet101_optadam_s100_e5_b32_lr0001_2125.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 38
| 1.97
| 100
| 7.72
| 36
| 26.72
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_2444
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 32
| 0.0001
|
2.15.1
| 12.2
| 2.68
| 10.73
| 53.71
|
model-npz/ResNet101_optadam_s100_e5_b32_lr00001_1352.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 42
| 2.02
| 90
| 7.3
| 35
| 26.72
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_7010
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 64
| 0.01
|
2.15.1
| 12.2
| 5.52
| 11.05
| 55.26
|
model-npz/ResNet101_optadam_s100_e5_b64_lr001_2353.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 49
| 3.04
| 100
| 9.47
| 38
| 27.29
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_1438
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 64
| 0.001
|
2.15.1
| 12.2
| 5.51
| 11.02
| 55.12
|
model-npz/ResNet101_optadam_s100_e5_b64_lr0001_1308.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 51
| 3.49
| 90
| 9.85
| 37
| 27.47
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_1851
| 100
| 224
| 224
| 3
| 10
|
adam
| 5
| 64
| 0.0001
|
2.15.1
| 12.2
| 5.51
| 11.02
| 55.12
|
model-npz/ResNet101_optadam_s100_e5_b64_lr00001_8461.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 51
| 2.54
| 91
| 8.61
| 39
| 27.67
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_3073
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 1
| 0.01
|
2.15.1
| 12.2
| 0.09
| 9.36
| 93.59
|
model-npz/ResNet101_optadam_s100_e10_b1_lr001_3199.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 2.08
| 100
| 21.8
| 30
| 27.96
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_8132
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 1
| 0.001
|
2.15.1
| 12.2
| 0.09
| 9.52
| 95.25
|
model-npz/ResNet101_optadam_s100_e10_b1_lr0001_1448.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 1.99
| 51
| 20.94
| 30
| 27.9
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_2882
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.09
| 9.46
| 94.61
|
model-npz/ResNet101_optadam_s100_e10_b1_lr00001_2317.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 1.96
| 100
| 21.07
| 30
| 28.02
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1749
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 2
| 0.01
|
2.15.1
| 12.2
| 0.14
| 7.12
| 71.28
|
model-npz/ResNet101_optadam_s100_e10_b2_lr001_2734.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 1.59
| 54
| 15.06
| 31
| 27.56
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1076
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 2
| 0.001
|
2.15.1
| 12.2
| 0.14
| 7.16
| 71.64
|
model-npz/ResNet101_optadam_s100_e10_b2_lr0001_2320.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 1.6
| 54
| 15.45
| 31
| 27.68
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_7347
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.14
| 7.21
| 72.12
|
model-npz/ResNet101_optadam_s100_e10_b2_lr00001_9215.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 1.66
| 100
| 16.09
| 31
| 27.63
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1236
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 4
| 0.01
|
2.15.1
| 12.2
| 0.24
| 6.14
| 61.46
|
model-npz/ResNet101_optadam_s100_e10_b4_lr001_1134.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 1.45
| 100
| 11.5
| 32
| 27.36
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_4828
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 4
| 0.001
|
2.15.1
| 12.2
| 0.24
| 6.04
| 60.41
|
model-npz/ResNet101_optadam_s100_e10_b4_lr0001_2949.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 1.44
| 60
| 10.98
| 32
| 27.4
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_3043
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 4
| 0.0001
|
2.15.1
| 12.2
| 0.24
| 6.06
| 60.66
|
model-npz/ResNet101_optadam_s100_e10_b4_lr00001_2760.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 1.39
| 100
| 10.7
| 32
| 27.28
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_3038
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 8
| 0.01
|
2.15.1
| 12.2
| 0.44
| 5.74
| 57.45
|
model-npz/ResNet101_optadam_s100_e10_b8_lr001_1595.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 1.67
| 72
| 8.97
| 34
| 27.19
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_2345
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 8
| 0.001
|
2.15.1
| 12.2
| 0.44
| 5.71
| 57.18
|
model-npz/ResNet101_optadam_s100_e10_b8_lr0001_4275.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 1.75
| 74
| 10.07
| 34
| 27.26
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_2383
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 8
| 0.0001
|
2.15.1
| 12.2
| 0.44
| 5.75
| 57.55
|
model-npz/ResNet101_optadam_s100_e10_b8_lr00001_2379.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 1.82
| 66
| 10.01
| 34
| 27.26
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1865
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 16
| 0.01
|
2.15.1
| 12.2
| 0.8
| 5.58
| 55.89
|
model-npz/ResNet101_optadam_s100_e10_b16_lr001_1347.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 25
| 2.14
| 82
| 9.09
| 36
| 27.17
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1784
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 16
| 0.001
|
2.15.1
| 12.2
| 0.78
| 5.49
| 54.94
|
model-npz/ResNet101_optadam_s100_e10_b16_lr0001_1912.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 26
| 2.29
| 100
| 10.22
| 36
| 27.15
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_6163
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 16
| 0.0001
|
2.15.1
| 12.2
| 0.79
| 5.56
| 55.66
|
model-npz/ResNet101_optadam_s100_e10_b16_lr00001_6765.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 25
| 2.22
| 100
| 9.89
| 35
| 27.09
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2303
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 32
| 0.01
|
2.15.1
| 12.2
| 1.37
| 5.47
| 54.78
|
model-npz/ResNet101_optadam_s100_e10_b32_lr001_6617.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 38
| 2.28
| 100
| 8.41
| 38
| 27.16
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_3214
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 32
| 0.001
|
2.15.1
| 12.2
| 1.37
| 5.5
| 55.05
|
model-npz/ResNet101_optadam_s100_e10_b32_lr0001_5723.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 41
| 2.77
| 100
| 9.58
| 37
| 27.22
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1333
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 32
| 0.0001
|
2.15.1
| 12.2
| 1.35
| 5.41
| 54.17
|
model-npz/ResNet101_optadam_s100_e10_b32_lr00001_1771.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 38
| 2.41
| 85
| 8.03
| 37
| 27.1
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_9524
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 64
| 0.01
|
2.15.1
| 12.2
| 2.78
| 5.56
| 55.66
|
model-npz/ResNet101_optadam_s100_e10_b64_lr001_1294.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 50
| 3.93
| 100
| 11.24
| 38
| 27.67
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1146
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 64
| 0.001
|
2.15.1
| 12.2
| 2.79
| 5.58
| 55.88
|
model-npz/ResNet101_optadam_s100_e10_b64_lr0001_1205.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 50
| 3.58
| 90
| 9.92
| 39
| 28.19
|
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_3330
| 100
| 224
| 224
| 3
| 10
|
adam
| 10
| 64
| 0.0001
|
2.15.1
| 12.2
| 2.8
| 5.6
| 56.07
|
model-npz/ResNet101_optadam_s100_e10_b64_lr00001_1845.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 50
| 3.83
| 100
| 11.82
| 40
| 28.36
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_1172
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 1
| 0.01
|
2.15.1
| 12.2
| 0.09
| 93.89
| 93.93
|
model-npz/ResNet101_optadam_s1000_e1_b1_lr001_2080.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 2.03
| 100
| 21.66
| 30
| 27.96
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1327
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 1
| 0.001
|
2.15.1
| 12.2
| 0.09
| 94.37
| 94.39
|
model-npz/ResNet101_optadam_s1000_e1_b1_lr0001_2009.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 2.01
| 100
| 21.1
| 30
| 27.94
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_7392
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.09
| 93.71
| 93.73
|
model-npz/ResNet101_optadam_s1000_e1_b1_lr00001_2814.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 5
| 2.06
| 100
| 21.32
| 30
| 27.84
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1231
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 2
| 0.01
|
2.15.1
| 12.2
| 0.14
| 71.7
| 71.72
|
model-npz/ResNet101_optadam_s1000_e1_b2_lr001_3195.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 1.62
| 87
| 16.05
| 30
| 27.47
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_5711
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 2
| 0.001
|
2.15.1
| 12.2
| 0.14
| 71.65
| 71.68
|
model-npz/ResNet101_optadam_s1000_e1_b2_lr0001_1821.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 1.56
| 100
| 15.73
| 30
| 27.39
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2768
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.14
| 71.71
| 71.75
|
model-npz/ResNet101_optadam_s1000_e1_b2_lr00001_1016.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 1.64
| 100
| 16.11
| 31
| 27.35
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_3245
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 4
| 0.01
|
2.15.1
| 12.2
| 0.24
| 60.66
| 60.68
|
model-npz/ResNet101_optadam_s1000_e1_b4_lr001_6907.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 1.43
| 58
| 11.1
| 32
| 27.23
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_2927
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 4
| 0.001
|
2.15.1
| 12.2
| 0.24
| 60.57
| 60.59
|
model-npz/ResNet101_optadam_s1000_e1_b4_lr0001_3342.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 1.41
| 100
| 11.59
| 31
| 27.03
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2138
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 4
| 0.0001
|
2.15.1
| 12.2
| 0.24
| 60.48
| 60.5
|
model-npz/ResNet101_optadam_s1000_e1_b4_lr00001_2548.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 1.43
| 100
| 11.26
| 31
| 26.95
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_6758
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 8
| 0.01
|
2.15.1
| 12.2
| 0.44
| 54.6
| 54.63
|
model-npz/ResNet101_optadam_s1000_e1_b8_lr001_3300.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 1.56
| 100
| 9.22
| 34
| 26.97
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_1457
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 8
| 0.001
|
2.15.1
| 12.2
| 0.44
| 55.19
| 55.23
|
model-npz/ResNet101_optadam_s1000_e1_b8_lr0001_2003.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 13
| 1.47
| 91
| 8.47
| 33
| 26.78
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2894
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 8
| 0.0001
|
2.15.1
| 12.2
| 0.44
| 55.21
| 55.23
|
model-npz/ResNet101_optadam_s1000_e1_b8_lr00001_2918.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 1.64
| 70
| 8.87
| 33
| 26.8
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2305
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 16
| 0.01
|
2.15.1
| 12.2
| 0.89
| 55.94
| 55.96
|
model-npz/ResNet101_optadam_s1000_e1_b16_lr001_3116.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 26
| 2.11
| 81
| 8.71
| 35
| 26.92
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_1959
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 16
| 0.001
|
2.15.1
| 12.2
| 0.89
| 56.06
| 56.09
|
model-npz/ResNet101_optadam_s1000_e1_b16_lr0001_1916.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 26
| 2.17
| 100
| 9.46
| 34
| 26.88
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_9063
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 16
| 0.0001
|
2.15.1
| 12.2
| 0.87
| 55.03
| 55.06
|
model-npz/ResNet101_optadam_s1000_e1_b16_lr00001_1498.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 25
| 2.23
| 82
| 9.75
| 35
| 26.94
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1642
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 32
| 0.01
|
2.15.1
| 12.2
| 1.73
| 55.49
| 55.51
|
model-npz/ResNet101_optadam_s1000_e1_b32_lr001_2421.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 44
| 2.62
| 100
| 8.86
| 37
| 27.05
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2488
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 32
| 0.001
|
2.15.1
| 12.2
| 1.7
| 54.59
| 54.62
|
model-npz/ResNet101_optadam_s1000_e1_b32_lr0001_5572.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 43
| 2.62
| 100
| 8.61
| 37
| 27.09
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1202
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 32
| 0.0001
|
2.15.1
| 12.2
| 1.7
| 54.36
| 54.39
|
model-npz/ResNet101_optadam_s1000_e1_b32_lr00001_1285.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 43
| 2.87
| 100
| 9.5
| 37
| 27.2
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_2501
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 64
| 0.01
|
2.15.1
| 12.2
| 3.49
| 55.8
| 55.83
|
model-npz/ResNet101_optadam_s1000_e1_b64_lr001_3395.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 56
| 4.18
| 100
| 11.23
| 38
| 27.77
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1341
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 64
| 0.001
|
2.15.1
| 12.2
| 3.49
| 55.88
| 55.9
|
model-npz/ResNet101_optadam_s1000_e1_b64_lr0001_3168.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 53
| 3.87
| 96
| 10.65
| 39
| 28.39
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_3023
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 1
| 64
| 0.0001
|
2.15.1
| 12.2
| 3.57
| 57.08
| 57.1
|
model-npz/ResNet101_optadam_s1000_e1_b64_lr00001_1335.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 55
| 3.86
| 95
| 10.95
| 39
| 28.27
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3229
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 1
| 0.01
|
2.15.1
| 12.2
| 0.07
| 69.1
| 138.25
|
model-npz/ResNet101_optadam_s1000_e2_b1_lr001_3361.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 2.81
| 50
| 28.84
| 31
| 28.77
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_6816
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 1
| 0.001
|
2.15.1
| 12.2
| 0.07
| 70.19
| 140.44
|
model-npz/ResNet101_optadam_s1000_e2_b1_lr0001_2859.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 2.69
| 100
| 28.64
| 31
| 28.86
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3102
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.07
| 68.87
| 137.76
|
model-npz/ResNet101_optadam_s1000_e2_b1_lr00001_2898.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 2.78
| 59
| 28.64
| 31
| 28.88
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_2235
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 2
| 0.01
|
2.15.1
| 12.2
| 0.09
| 46.68
| 93.39
|
model-npz/ResNet101_optadam_s1000_e2_b2_lr001_1109.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 2.45
| 100
| 24.17
| 31
| 28.53
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2816
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 2
| 0.001
|
2.15.1
| 12.2
| 0.09
| 47.41
| 94.85
|
model-npz/ResNet101_optadam_s1000_e2_b2_lr0001_1819.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 2.34
| 100
| 22.74
| 31
| 28.48
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_3331
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.09
| 47.1
| 94.23
|
model-npz/ResNet101_optadam_s1000_e2_b2_lr00001_2098.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 2.44
| 100
| 23.58
| 31
| 28.44
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_9523
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 4
| 0.01
|
2.15.1
| 12.2
| 0.14
| 36.19
| 72.41
|
model-npz/ResNet101_optadam_s1000_e2_b4_lr001_5214.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 2.19
| 100
| 17.09
| 32
| 28.15
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1118
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 4
| 0.001
|
2.15.1
| 12.2
| 0.14
| 35.81
| 71.64
|
model-npz/ResNet101_optadam_s1000_e2_b4_lr0001_1946.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 2.34
| 100
| 18.01
| 32
| 28.08
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1858
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 4
| 0.0001
|
2.15.1
| 12.2
| 0.14
| 35.77
| 71.56
|
model-npz/ResNet101_optadam_s1000_e2_b4_lr00001_9411.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 2.31
| 58
| 17.9
| 32
| 28.07
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1061
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 8
| 0.01
|
2.15.1
| 12.2
| 0.24
| 30.72
| 61.46
|
model-npz/ResNet101_optadam_s1000_e2_b8_lr001_2864.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 2.49
| 100
| 13.7
| 34
| 27.95
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1825
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 8
| 0.001
|
2.15.1
| 12.2
| 0.24
| 30.62
| 61.28
|
model-npz/ResNet101_optadam_s1000_e2_b8_lr0001_1277.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 2.52
| 72
| 13.56
| 34
| 27.75
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_6080
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 8
| 0.0001
|
2.15.1
| 12.2
| 0.24
| 30.24
| 60.51
|
model-npz/ResNet101_optadam_s1000_e2_b8_lr00001_3268.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 2.51
| 72
| 13.85
| 33
| 27.65
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_4805
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 16
| 0.01
|
2.15.1
| 12.2
| 0.47
| 29.49
| 59
|
model-npz/ResNet101_optadam_s1000_e2_b16_lr001_1540.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 27
| 3.3
| 83
| 12.69
| 36
| 27.82
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1089
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 16
| 0.001
|
2.15.1
| 12.2
| 0.47
| 29.37
| 58.78
|
model-npz/ResNet101_optadam_s1000_e2_b16_lr0001_3222.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 26
| 3.22
| 100
| 12.61
| 36
| 27.9
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1361
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 16
| 0.0001
|
2.15.1
| 12.2
| 0.47
| 29.63
| 59.29
|
model-npz/ResNet101_optadam_s1000_e2_b16_lr00001_2266.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 26
| 3.17
| 100
| 12.32
| 35
| 27.9
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_2645
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 32
| 0.01
|
2.15.1
| 12.2
| 0.89
| 28.65
| 57.34
|
model-npz/ResNet101_optadam_s1000_e2_b32_lr001_3310.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 43
| 4.07
| 93
| 11.24
| 38
| 27.86
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1391
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 32
| 0.001
|
2.15.1
| 12.2
| 0.89
| 28.44
| 56.92
|
model-npz/ResNet101_optadam_s1000_e2_b32_lr0001_7973.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 43
| 4.1
| 92
| 12.11
| 38
| 28.13
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2371
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 32
| 0.0001
|
2.15.1
| 12.2
| 0.9
| 28.69
| 57.43
|
model-npz/ResNet101_optadam_s1000_e2_b32_lr00001_1578.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 42
| 3.94
| 93
| 10.75
| 39
| 28.08
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_1911
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 64
| 0.01
|
2.15.1
| 12.2
| 1.82
| 29.08
| 58.2
|
model-npz/ResNet101_optadam_s1000_e2_b64_lr001_3062.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 55
| 5.52
| 100
| 14.13
| 41
| 28.93
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2423
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 64
| 0.001
|
2.15.1
| 12.2
| 1.82
| 29.18
| 58.39
|
model-npz/ResNet101_optadam_s1000_e2_b64_lr0001_4137.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 55
| 5.15
| 100
| 13.11
| 41
| 29
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1304
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 2
| 64
| 0.0001
|
2.15.1
| 12.2
| 1.83
| 29.27
| 58.56
|
model-npz/ResNet101_optadam_s1000_e2_b64_lr00001_2404.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 56
| 5.5
| 100
| 13.9
| 41
| 29.01
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2373
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 1
| 0.01
|
2.15.1
| 12.2
| 0.05
| 55.05
| 275.3
|
model-npz/ResNet101_optadam_s1000_e5_b1_lr001_1934.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 3.45
| 55
| 36.68
| 31
| 30.04
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_3164
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 1
| 0.001
|
2.15.1
| 12.2
| 0.05
| 54.39
| 271.98
|
model-npz/ResNet101_optadam_s1000_e5_b1_lr0001_1727.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 3.54
| 58
| 36.98
| 31
| 29.96
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2268
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 1
| 0.0001
|
2.15.1
| 12.2
| 0.05
| 54.13
| 270.68
|
model-npz/ResNet101_optadam_s1000_e5_b1_lr00001_1190.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 3.54
| 50
| 37.22
| 31
| 30.05
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2933
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 2
| 0.01
|
2.15.1
| 12.2
| 0.06
| 32.13
| 160.67
|
model-npz/ResNet101_optadam_s1000_e5_b2_lr001_2027.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 3.61
| 100
| 34.75
| 32
| 30.12
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2607
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 2
| 0.001
|
2.15.1
| 12.2
| 0.06
| 31.92
| 159.64
|
model-npz/ResNet101_optadam_s1000_e5_b2_lr0001_2844.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 8
| 3.58
| 62
| 34.54
| 32
| 30.41
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2580
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 2
| 0.0001
|
2.15.1
| 12.2
| 0.06
| 32.07
| 160.39
|
model-npz/ResNet101_optadam_s1000_e5_b2_lr00001_2307.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 7
| 3.59
| 100
| 34.87
| 32
| 30.31
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_3032
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 4
| 0.01
|
2.15.1
| 12.2
| 0.09
| 21.52
| 107.63
|
model-npz/ResNet101_optadam_s1000_e5_b4_lr001_1635.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 3.77
| 100
| 29.02
| 34
| 30.31
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_8576
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 4
| 0.001
|
2.15.1
| 12.2
| 0.08
| 21.38
| 106.92
|
model-npz/ResNet101_optadam_s1000_e5_b4_lr0001_1840.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 10
| 3.74
| 100
| 29.11
| 33
| 30.07
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1009
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 4
| 0.0001
|
2.15.1
| 12.2
| 0.08
| 21
| 105.07
|
model-npz/ResNet101_optadam_s1000_e5_b4_lr00001_6788.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 9
| 3.84
| 60
| 29.09
| 34
| 30.03
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_1336
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 8
| 0.01
|
2.15.1
| 12.2
| 0.12
| 15.72
| 78.66
|
model-npz/ResNet101_optadam_s1000_e5_b8_lr001_1713.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 4.68
| 100
| 24.75
| 36
| 30.06
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_3011
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 8
| 0.001
|
2.15.1
| 12.2
| 0.12
| 15.71
| 78.56
|
model-npz/ResNet101_optadam_s1000_e5_b8_lr0001_1821.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 4.62
| 72
| 23.92
| 36
| 29.87
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_3081
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 8
| 0.0001
|
2.15.1
| 12.2
| 0.12
| 15.67
| 78.42
|
model-npz/ResNet101_optadam_s1000_e5_b8_lr00001_1506.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 14
| 4.57
| 100
| 24.09
| 37
| 30.16
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_6340
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 16
| 0.01
|
2.15.1
| 12.2
| 0.22
| 14
| 70.07
|
model-npz/ResNet101_optadam_s1000_e5_b16_lr001_2965.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 26
| 6.06
| 81
| 20.75
| 39
| 30.2
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_2837
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 16
| 0.001
|
2.15.1
| 12.2
| 0.22
| 14.14
| 70.73
|
model-npz/ResNet101_optadam_s1000_e5_b16_lr0001_2632.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 26
| 6.11
| 81
| 21.22
| 39
| 30.27
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1359
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 16
| 0.0001
|
2.15.1
| 12.2
| 0.22
| 14.03
| 70.19
|
model-npz/ResNet101_optadam_s1000_e5_b16_lr00001_1758.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 26
| 6.09
| 100
| 22.18
| 38
| 30.03
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2406
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 32
| 0.01
|
2.15.1
| 12.2
| 0.4
| 12.83
| 64.2
|
model-npz/ResNet101_optadam_s1000_e5_b32_lr001_1634.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 43
| 7.67
| 92
| 19
| 41
| 30.21
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2916
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 32
| 0.001
|
2.15.1
| 12.2
| 0.4
| 12.99
| 64.97
|
model-npz/ResNet101_optadam_s1000_e5_b32_lr0001_2526.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 44
| 7.6
| 100
| 19.28
| 40
| 30.08
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_5706
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 32
| 0.0001
|
2.15.1
| 12.2
| 0.4
| 12.84
| 64.24
|
model-npz/ResNet101_optadam_s1000_e5_b32_lr00001_5085.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 44
| 8.04
| 100
| 20.84
| 40
| 30.01
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_5182
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 64
| 0.01
|
2.15.1
| 12.2
| 0.8
| 12.88
| 64.46
|
model-npz/ResNet101_optadam_s1000_e5_b64_lr001_3088.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 55
| 8.98
| 100
| 19.54
| 43
| 30.76
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_1119
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 64
| 0.001
|
2.15.1
| 12.2
| 0.81
| 12.93
| 64.69
|
model-npz/ResNet101_optadam_s1000_e5_b64_lr0001_2265.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 55
| 9.89
| 100
| 21.93
| 44
| 31.17
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2245
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 5
| 64
| 0.0001
|
2.15.1
| 12.2
| 0.8
| 12.84
| 64.23
|
model-npz/ResNet101_optadam_s1000_e5_b64_lr00001_2148.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 55
| 9.27
| 100
| 20.53
| 41
| 30.8
|
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_2065
| 1,000
| 224
| 224
| 3
| 10
|
adam
| 10
| 1
| 0.01
|
2.15.1
| 12.2
| 0.05
| 48.65
| 486.51
|
model-npz/ResNet101_optadam_s1000_e10_b1_lr001_4557.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8
| 6,912
| 108
| 80
|
hbm2e
| 2,040
| 432
| 6
| 3.97
| 50
| 40.9
| 30
| 29.38
|
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