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VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_7101
1,000
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.08
10.15
50.78
model-npz/VGG16_optsgd_s1000_e5_b8_lr001_1018.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
26.03
100
70.5
61
56.8
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_2053
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.08
10.25
51.27
model-npz/VGG16_optsgd_s1000_e5_b8_lr0001_2635.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
26.43
100
72.38
61
56.7
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1116
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.08
10.19
50.97
model-npz/VGG16_optsgd_s1000_e5_b8_lr00001_3054.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
26.52
100
72
61
57.08
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2608
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.15
9.74
48.74
model-npz/VGG16_optsgd_s1000_e5_b16_lr001_2407.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
28.49
100
69.08
60
56.1
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1603
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.15
9.72
48.65
model-npz/VGG16_optsgd_s1000_e5_b16_lr0001_2356.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
28.25
100
69.77
60
55.83
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2630
1,000
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
0.32
10.36
51.87
model-npz/VGG16_optsgd_s1000_e5_b32_lr001_2347.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
28.47
100
73.35
55
48.21
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_2877
1,000
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
0.32
10.17
50.9
model-npz/VGG16_optsgd_s1000_e5_b32_lr0001_3123.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
29.01
100
72.76
58
52.56
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_5737
1,000
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
0.32
10.19
50.98
model-npz/VGG16_optsgd_s1000_e5_b32_lr00001_2090.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
28.44
100
72.36
60
55.05
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_8983
1,000
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
0.84
13.43
67.17
model-npz/VGG16_optsgd_s1000_e5_b64_lr001_2293.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
28.06
100
78.66
61
56.62
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_3018
1,000
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
0.84
13.44
67.24
model-npz/VGG16_optsgd_s1000_e5_b64_lr0001_9948.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
28.7
100
78.31
61
57.41
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1596
1,000
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
0.84
13.44
67.24
model-npz/VGG16_optsgd_s1000_e5_b64_lr00001_1108.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
28.24
100
77.67
62
57.71
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_3297
1,000
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.02
17.54
175.42
model-npz/VGG16_optsgd_s1000_e10_b1_lr001_3301.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
31.23
100
82.18
59
56.44
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_3079
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
73.13
73.15
73.19
model-npz/ResNet101_optadam_s1_e1_b1_lr001_7104.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
0.2
52
0.92
29
27.89
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1948
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
70.92
70.95
70.98
model-npz/ResNet101_optadam_s1_e1_b1_lr0001_1381.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.23
80
1
29
28.43
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_9477
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
71.06
71.08
71.11
model-npz/ResNet101_optadam_s1_e1_b1_lr00001_5896.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.2
68
1.06
29
28.98
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_3234
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
36.15
36.17
72.36
model-npz/ResNet101_optadam_s1_e2_b1_lr001_1483.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.13
67
0.67
30
29.01
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_1530
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
35.56
35.58
71.19
model-npz/ResNet101_optadam_s1_e2_b1_lr0001_9583.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.23
70
1.11
30
29.1
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2008
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
36.02
36.04
72.11
model-npz/ResNet101_optadam_s1_e2_b1_lr00001_3158.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.24
74
1.12
30
29.38
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_2673
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
14.4
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72.09
model-npz/ResNet101_optadam_s1_e5_b1_lr001_1120.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.21
70
1.15
30
29.94
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_7708
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
14.54
14.55
72.79
model-npz/ResNet101_optadam_s1_e5_b1_lr0001_3322.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
0.23
29
0.98
30
29.07
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2481
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
14.73
14.74
73.73
model-npz/ResNet101_optadam_s1_e5_b1_lr00001_7460.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.23
71
1.22
30
29.01
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_2107
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
7.27
7.28
72.92
model-npz/ResNet101_optadam_s1_e10_b1_lr001_8967.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.4
79
1.87
30
29.05
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_1001
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
7.27
7.28
72.91
model-npz/ResNet101_optadam_s1_e10_b1_lr0001_5288.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.33
73
1.86
30
29.06
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_3115
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
7.43
7.44
74.46
model-npz/ResNet101_optadam_s1_e10_b1_lr00001_5448.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.38
80
1.89
30
29.2
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2308
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
7.23
72.32
72.34
model-npz/ResNet101_optadam_s10_e1_b1_lr001_3214.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.35
73
1.87
30
29.52
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_4169
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
7.33
73.38
73.41
model-npz/ResNet101_optadam_s10_e1_b1_lr0001_3254.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.37
64
1.8
31
29.89
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_1505
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
7.26
72.65
72.67
model-npz/ResNet101_optadam_s10_e1_b1_lr00001_2635.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.26
74
1.51
30
29.06
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_2850
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
14.62
73.15
73.18
model-npz/ResNet101_optadam_s10_e1_b2_lr001_1726.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.26
72
1.38
30
29.03
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_7700
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
14.4
72.06
72.09
model-npz/ResNet101_optadam_s10_e1_b2_lr0001_4706.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.22
74
1.39
30
29.02
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_3077
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
14.45
72.29
72.31
model-npz/ResNet101_optadam_s10_e1_b2_lr00001_1301.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.35
76
2.22
30
29.04
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_3201
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
24.51
73.55
73.57
model-npz/ResNet101_optadam_s10_e1_b4_lr001_1337.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
0.75
82
3.59
31
29.16
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_2023
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
24.99
74.99
75.02
model-npz/ResNet101_optadam_s10_e1_b4_lr0001_6919.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.5
84
2.58
31
29.81
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2226
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
24.38
73.17
73.2
model-npz/ResNet101_optadam_s10_e1_b4_lr00001_2779.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.75
80
3.69
32
29.96
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_2636
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
37.09
74.21
74.23
model-npz/ResNet101_optadam_s10_e1_b8_lr001_5188.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.78
79
3.34
32
30.06
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_3221
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
37.05
74.14
74.17
model-npz/ResNet101_optadam_s10_e1_b8_lr0001_1536.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
0.58
79
2.71
32
30.11
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_3241
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
37.89
75.8
75.83
model-npz/ResNet101_optadam_s10_e1_b8_lr00001_3400.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.68
82
3.5
32
29.91
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_2425
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
3.69
36.93
73.9
model-npz/ResNet101_optadam_s10_e2_b1_lr001_1435.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.38
73
1.99
30
29.47
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_1598
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
3.7
37.08
74.19
model-npz/ResNet101_optadam_s10_e2_b1_lr0001_3012.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.45
79
2.27
30
29.17
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_1046
10
224
224
3
10
adam
2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
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732.2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
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732.2
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15
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ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_1240
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
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732.2
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17
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29.46
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_5852
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
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732.2
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29.66
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1212
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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18
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ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1942
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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17
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29.34
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1020
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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16
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29.18
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_1269
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224
224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
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732.2
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24
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78
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29.34
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_2396
10
224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
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732.2
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24
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29.58
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2568
10
224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
0.66
78
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32
29.66
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_1879
10
224
224
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10
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78.13
model-npz/ResNet101_optadam_s10_e5_b1_lr001_4324.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.66
66
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31
29.51
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_5996
10
224
224
3
10
adam
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1
0.001
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12.2
1.52
15.19
76.02
model-npz/ResNet101_optadam_s10_e5_b1_lr0001_1229.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.76
71
3.68
31
29.43
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_1354
10
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
14
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65
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31
29.43
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_1194
10
224
224
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10
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model-npz/ResNet101_optadam_s10_e5_b2_lr001_1691.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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15
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74
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31
29.62
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_1855
10
224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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75
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31
29.73
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2459
10
224
224
3
10
adam
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75.01
model-npz/ResNet101_optadam_s10_e5_b2_lr00001_1903.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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75
2.54
32
29.95
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2272
10
224
224
3
10
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4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.64
83
3.07
32
30.09
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_1081
10
224
224
3
10
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4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.72
81
3.56
32
30.07
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_1406
10
224
224
3
10
adam
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4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.91
84
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32
30.04
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_8642
10
224
224
3
10
adam
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8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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22
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80
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33
29.94
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_2080
10
224
224
3
10
adam
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8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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21
0.85
83
3.95
33
29.97
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_6245
10
224
224
3
10
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8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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20
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76
3.29
32
29.65
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_3372
10
224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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13
1.1
60
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31
29.66
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_2889
10
224
224
3
10
adam
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model-npz/ResNet101_optadam_s10_e10_b1_lr0001_2726.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
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56
6.02
32
29.66
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_1194
10
224
224
3
10
adam
10
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model-npz/ResNet101_optadam_s10_e10_b1_lr00001_3361.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.16
57
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32
29.65
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_1051
10
224
224
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10
adam
10
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model-npz/ResNet101_optadam_s10_e10_b2_lr001_1394.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.9
71
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32
29.57
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_3332
10
224
224
3
10
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
1
52
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32
29.34
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_2207
10
224
224
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10
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model-npz/ResNet101_optadam_s10_e10_b2_lr00001_7613.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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14
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68
4.25
31
29.22
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_3157
10
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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21
0.99
85
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32
29.27
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_2805
10
224
224
3
10
adam
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model-npz/ResNet101_optadam_s10_e10_b4_lr0001_3644.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.23
85
5.77
32
29.46
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_2784
10
224
224
3
10
adam
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4
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model-npz/ResNet101_optadam_s10_e10_b4_lr00001_2477.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.02
78
4.65
33
29.6
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_7869
10
224
224
3
10
adam
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model-npz/ResNet101_optadam_s10_e10_b8_lr001_2483.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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20
1.05
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32
29.86
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_2341
10
224
224
3
10
adam
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model-npz/ResNet101_optadam_s10_e10_b8_lr0001_3076.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.22
73
5.06
33
30
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_1652
10
224
224
3
10
adam
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76.82
model-npz/ResNet101_optadam_s10_e10_b8_lr00001_4025.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.13
78
4.39
33
30.2
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_2469
100
224
224
3
10
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1
1
0.01
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84.42
84.45
model-npz/ResNet101_optadam_s100_e1_b1_lr001_1494.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.17
61
5.78
32
29.99
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_9121
100
224
224
3
10
adam
1
1
0.001
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85.51
85.53
model-npz/ResNet101_optadam_s100_e1_b1_lr0001_6585.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.18
62
6.07
32
29.79
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_7745
100
224
224
3
10
adam
1
1
0.0001
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84.2
84.23
model-npz/ResNet101_optadam_s100_e1_b1_lr00001_2891.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.16
80
6.03
32
29.77
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_1680
100
224
224
3
10
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77.11
77.14
model-npz/ResNet101_optadam_s100_e1_b2_lr001_2816.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.03
80
4.78
32
29.79
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_2650
100
224
224
3
10
adam
1
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1.55
77.85
77.87
model-npz/ResNet101_optadam_s100_e1_b2_lr0001_2343.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
0.81
75
3.71
32
29.62
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_5323
100
224
224
3
10
adam
1
2
0.0001
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12.2
1.54
77.24
77.27
model-npz/ResNet101_optadam_s100_e1_b2_lr00001_9472.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.05
67
4.94
31
29.52
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_3142
100
224
224
3
10
adam
1
4
0.01
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12.2
3.04
76.06
76.09
model-npz/ResNet101_optadam_s100_e1_b4_lr001_4065.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.78
80
3.53
32
29.85
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_2576
100
224
224
3
10
adam
1
4
0.001
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12.2
3.09
77.38
77.4
model-npz/ResNet101_optadam_s100_e1_b4_lr0001_2482.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.7
71
3.09
32
29.83
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_2316
100
224
224
3
10
adam
1
4
0.0001
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12.2
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74.43
74.48
model-npz/ResNet101_optadam_s100_e1_b4_lr00001_1548.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.81
71
3.36
33
29.99
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_5511
100
224
224
3
10
adam
1
8
0.01
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12.2
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76.73
76.76
model-npz/ResNet101_optadam_s100_e1_b8_lr001_2044.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.3
87
5.26
34
30.1
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_1240
100
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
6.01
78.13
78.16
model-npz/ResNet101_optadam_s100_e1_b8_lr0001_3206.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.18
84
4.2
34
30.3
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1559
100
224
224
3
10
adam
1
8
0.0001
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12.2
5.99
77.91
77.94
model-npz/ResNet101_optadam_s100_e1_b8_lr00001_3303.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.2
87
4.58
34
30.39
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_1813
100
224
224
3
10
adam
1
16
0.01
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12.2
11.03
77.24
77.27
model-npz/ResNet101_optadam_s100_e1_b16_lr001_2538.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.56
88
5.34
34
30.7
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_2249
100
224
224
3
10
adam
1
16
0.001
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12.2
10.76
75.35
75.38
model-npz/ResNet101_optadam_s100_e1_b16_lr0001_1397.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.4
88
5.2
34
30.86
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_2336
100
224
224
3
10
adam
1
32
0.01
2.15.1
12.2
19.65
78.62
78.65
model-npz/ResNet101_optadam_s100_e1_b32_lr001_1267.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
1.67
100
8.31
34
30.53
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_2220
100
224
224
3
10
adam
1
32
0.001
2.15.1
12.2
19.86
79.48
79.51
model-npz/ResNet101_optadam_s100_e1_b32_lr0001_1030.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
1.49
100
7.26
34
30.88
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1515
100
224
224
3
10
adam
1
32
0.0001
2.15.1
12.2
19.59
78.38
78.41
model-npz/ResNet101_optadam_s100_e1_b32_lr00001_2630.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
1.5
100
6.5
34
31.12
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_6531
100
224
224
3
10
adam
1
64
0.01
2.15.1
12.2
44.26
88.56
88.59
model-npz/ResNet101_optadam_s100_e1_b64_lr001_2529.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
2.64
100
12.06
38
31.9
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_1511
100
224
224
3
10
adam
1
64
0.001
2.15.1
12.2
42.65
85.35
85.37
model-npz/ResNet101_optadam_s100_e1_b64_lr0001_2253.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
3.24
100
15.01
38
32.83
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1565
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
42.64
85.31
85.34
model-npz/ResNet101_optadam_s100_e1_b64_lr00001_2505.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
65
2.85
100
12.7
39
33.18
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_3341
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.47
47.64
95.32
model-npz/ResNet101_optadam_s100_e2_b1_lr001_1346.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.93
81
9.8
34
32.08
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_8063
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.47
47.7
95.43
model-npz/ResNet101_optadam_s100_e2_b1_lr0001_2629.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.94
72
9.71
33
30.99
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_3139
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.48
48.6
97.23
model-npz/ResNet101_optadam_s100_e2_b1_lr00001_2349.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.93
72
9.89
33
30.74
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_4577
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
0.81
40.59
81.21
model-npz/ResNet101_optadam_s100_e2_b2_lr001_3251.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.59
65
7.18
33
30.68
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_8694
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
0.85
42.57
85.18
model-npz/ResNet101_optadam_s100_e2_b2_lr0001_1118.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.49
69
6.85
33
30.49
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_2957
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
0.82
41.07
82.18
model-npz/ResNet101_optadam_s100_e2_b2_lr00001_1445.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.58
55
7.23
33
30.45
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_6820
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
1.57
39.42
78.87
model-npz/ResNet101_optadam_s100_e2_b4_lr001_3889.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.45
80
6.08
33
30.33
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_9088
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
1.57
39.29
78.62
model-npz/ResNet101_optadam_s100_e2_b4_lr0001_2161.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.42
72
5.75
34
30.29