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10
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10
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1
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2.15.1
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model-npz/DenseNet121_optsgd_s10_e1_b1_lr001_2597.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
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6
0.73
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DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_2901
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Nvidia
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Ampere
8
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Nvidia
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10
224
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3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
2,040
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0.8
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28
26.42
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_1411
10
224
224
3
10
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1
2
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2.15.1
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model-npz/DenseNet121_optsgd_s10_e1_b2_lr0001_1419.npz
Nvidia
NVIDIA A100-SXM4-80GB
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8
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28
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DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_1486
10
224
224
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model-npz/DenseNet121_optsgd_s10_e1_b2_lr00001_1669.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
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28
26.43
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_1287
10
224
224
3
10
sgd
1
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0.01
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12.55
37.65
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model-npz/DenseNet121_optsgd_s10_e1_b4_lr001_6665.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
8
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100
13.61
30
26.86
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_3676
10
224
224
3
10
sgd
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model-npz/DenseNet121_optsgd_s10_e1_b4_lr0001_1332.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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30
27.08
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_1072
10
224
224
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10
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12.69
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model-npz/DenseNet121_optsgd_s10_e1_b4_lr00001_2553.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
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11
1.61
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30
27.15
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_6399
10
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
18.94
37.89
37.92
model-npz/DenseNet121_optsgd_s10_e1_b8_lr001_1225.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
12
1.78
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30
27.31
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_3143
10
224
224
3
10
sgd
1
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0.001
2.15.1
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38.85
38.88
model-npz/DenseNet121_optsgd_s10_e1_b8_lr0001_1292.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.67
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30
27.35
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_2728
10
224
224
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10
sgd
1
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0.0001
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19.62
39.25
39.3
model-npz/DenseNet121_optsgd_s10_e1_b8_lr00001_2294.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
11
1.66
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30
27.35
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_2616
10
224
224
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10
sgd
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model-npz/DenseNet121_optsgd_s10_e2_b1_lr001_1953.npz
Nvidia
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Ampere
8
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hbm2e
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DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_8405
10
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model-npz/DenseNet121_optsgd_s10_e2_b1_lr0001_3846.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1507
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model-npz/DenseNet121_optsgd_s10_e2_b1_lr00001_2808.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
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6
0.66
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28
26.6
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_1180
10
224
224
3
10
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2.15.1
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model-npz/DenseNet121_optsgd_s10_e2_b2_lr001_8717.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.84
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26.49
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_2226
10
224
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10
sgd
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model-npz/DenseNet121_optsgd_s10_e2_b2_lr0001_2038.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
2,040
432
8
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28
26.46
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_8298
10
224
224
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10
sgd
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model-npz/DenseNet121_optsgd_s10_e2_b2_lr00001_3180.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
hbm2e
2,040
432
7
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29
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DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_9948
10
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model-npz/DenseNet121_optsgd_s10_e2_b4_lr001_2831.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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100
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30
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DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_1406
10
224
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10
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model-npz/DenseNet121_optsgd_s10_e2_b4_lr0001_9554.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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1.62
100
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30
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DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_1200
10
224
224
3
10
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model-npz/DenseNet121_optsgd_s10_e2_b4_lr00001_2247.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.43
100
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30
27
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_1289
10
224
224
3
10
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2
8
0.01
2.15.1
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39.19
model-npz/DenseNet121_optsgd_s10_e2_b8_lr001_3239.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
11
1.79
100
14.73
30
26.99
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_1674
10
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
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19.26
38.54
model-npz/DenseNet121_optsgd_s10_e2_b8_lr0001_1199.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
1.8
100
15.52
30
27.07
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_3237
10
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
9.71
19.44
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model-npz/DenseNet121_optsgd_s10_e2_b8_lr00001_1129.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
9
1.68
100
14.14
30
27.11
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_3315
10
224
224
3
10
sgd
5
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model-npz/DenseNet121_optsgd_s10_e5_b1_lr001_1240.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.76
100
10.8
29
26.72
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_1156
10
224
224
3
10
sgd
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0.001
2.15.1
12.2
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model-npz/DenseNet121_optsgd_s10_e5_b1_lr0001_1015.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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0.78
100
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26.38
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_3265
10
224
224
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model-npz/DenseNet121_optsgd_s10_e5_b1_lr00001_3537.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.7
100
10.05
28
26.28
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_2889
10
224
224
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10
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5
2
0.01
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6.77
33.9
model-npz/DenseNet121_optsgd_s10_e5_b2_lr001_1838.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.81
100
9.21
28
26.33
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_1974
10
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
1.39
6.98
34.94
model-npz/DenseNet121_optsgd_s10_e5_b2_lr0001_1809.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.83
100
10.1
28
26.41
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_2495
10
224
224
3
10
sgd
5
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model-npz/DenseNet121_optsgd_s10_e5_b2_lr00001_1739.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
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11.13
28
26.3
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_1361
10
224
224
3
10
sgd
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model-npz/DenseNet121_optsgd_s10_e5_b4_lr001_3013.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.64
100
15.64
30
26.67
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_5606
10
224
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
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1.55
100
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29
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224
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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432
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1.55
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
2,040
432
10
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224
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10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
2,040
432
11
1.73
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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80
hbm2e
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30
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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hbm2e
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
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432
6
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100
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28
26.31
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
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432
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26.33
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10
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10
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Nvidia
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Ampere
8
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108
80
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432
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28
26.42
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
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432
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28
26.3
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Nvidia
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8
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108
80
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8
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80
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Nvidia
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8
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Nvidia
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8
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80
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Nvidia
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8
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80
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30
27.17
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Nvidia
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8
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30
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Nvidia
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8
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29
26.83
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Nvidia
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8
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Nvidia
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8
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80
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6
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28
26.38
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Nvidia
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Ampere
8
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80
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26.48
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Nvidia
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8
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80
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26.37
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Nvidia
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8
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80
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26.46
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Nvidia
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8
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80
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29
26.44
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Nvidia
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8
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80
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29
26.5
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Nvidia
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8
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80
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26.5
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Nvidia
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8
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30
26.9
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Nvidia
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8
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80
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30
27.03
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
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31
27.27
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10
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Nvidia
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8
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80
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14
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31
27.41
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10
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Nvidia
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8
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31
27.59
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Nvidia
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8
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80
hbm2e
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18
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31
27.43
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8
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32
28.01
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8
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80
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22
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32
28.1
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8
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80
hbm2e
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21
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Nvidia
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8
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29.32
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8
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80
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8
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80
hbm2e
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37
29.91
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8
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30
27.99
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10
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Nvidia
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8
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80
hbm2e
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432
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29
27.11
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10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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432
6
0.75
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29
26.82
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10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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432
6
0.88
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29
26.67
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10
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Nvidia
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Ampere
8
6,912
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80
hbm2e
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28
26.69
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
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28
26.53
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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29
26.58
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
10
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29
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224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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0.91
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29
26.58
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100
224
224
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10
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Nvidia
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Ampere
8
6,912
108
80
hbm2e
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432
10
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30
26.99
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
11
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30
27.23
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3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
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432
11
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31
27.24
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
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31
27.49
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
19
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
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27.74
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NVIDIA A100-SXM4-80GB
Ampere
8
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108
80
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33
27.97
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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28.09
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
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80
hbm2e
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432
17
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33
28
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224
224
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10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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42
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22.45
37
29.25
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100
224
224
3
10
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64
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
34
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37
29.72
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100
224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
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432
43
6.24
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37
29.99
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224
224
3
10
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.75
100
18.03
30
27.53
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100
224
224
3
10
sgd
5
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
0.83
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29
26.97
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100
224
224
3
10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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0.78
100
18.98
28
26.61
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_7674
100
224
224
3
10
sgd
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model-npz/DenseNet121_optsgd_s100_e5_b2_lr001_2465.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.05
100
15.06
28
26.68
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100
224
224
3
10
sgd
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
6
1
100
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29
26.92
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100
224
224
3
10
sgd
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model-npz/DenseNet121_optsgd_s100_e5_b2_lr00001_6673.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
7
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100
14.91
29
26.9
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100
224
224
3
10
sgd
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4
0.01
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.25
100
13.73
29
26.94
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100
224
224
3
10
sgd
5
4
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model-npz/DenseNet121_optsgd_s100_e5_b4_lr0001_3061.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.19
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29
26.95
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100
224
224
3
10
sgd
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4
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Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
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1.28
100
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29
27.01
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100
224
224
3
10
sgd
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model-npz/DenseNet121_optsgd_s100_e5_b8_lr001_2561.npz
Nvidia
NVIDIA A100-SXM4-80GB
Ampere
8
6,912
108
80
hbm2e
2,040
432
13
2.01
100
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31
27.36