Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.01
58
3.56
33
31.39
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2789
10
224
224
3
10
sgd
1
1
0.01
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12.2
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59.73
model-npz/DenseNet169_optsgd_s10_e1_b1_lr001_3243.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.94
56
3.62
34
31.41
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_2868
10
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
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60.57
60.61
model-npz/DenseNet169_optsgd_s10_e1_b1_lr0001_2468.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.35
56
4.87
32
30.97
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_1634
10
224
224
3
10
sgd
1
1
0.0001
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12.2
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59.51
59.58
model-npz/DenseNet169_optsgd_s10_e1_b1_lr00001_2791.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.31
59
4.42
34
32.29
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_8524
10
224
224
3
10
sgd
1
2
0.01
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12.26
61.35
61.41
model-npz/DenseNet169_optsgd_s10_e1_b2_lr001_2890.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.15
61
4.23
33
31.06
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_2237
10
224
224
3
10
sgd
1
2
0.001
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59.55
59.58
model-npz/DenseNet169_optsgd_s10_e1_b2_lr0001_2722.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.27
60
4.17
33
31.69
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_1947
10
224
224
3
10
sgd
1
2
0.0001
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59.46
59.51
model-npz/DenseNet169_optsgd_s10_e1_b2_lr00001_1272.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.38
60
5.28
34
31.79
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_1949
10
224
224
3
10
sgd
1
4
0.01
2.15.1
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21.85
65.59
65.63
model-npz/DenseNet169_optsgd_s10_e1_b4_lr001_2901.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
2.39
73
8.27
37
31.92
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_3260
10
224
224
3
10
sgd
1
4
0.001
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65.39
65.44
model-npz/DenseNet169_optsgd_s10_e1_b4_lr0001_8668.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.46
78
8.15
38
33.47
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2450
10
224
224
3
10
sgd
1
4
0.0001
2.15.1
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21.95
65.88
65.92
model-npz/DenseNet169_optsgd_s10_e1_b4_lr00001_5515.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.28
78
8.14
36
31.92
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_1159
10
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
33.09
66.23
66.27
model-npz/DenseNet169_optsgd_s10_e1_b8_lr001_2302.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
2.68
78
8.75
37
32.89
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_2701
10
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
32.63
65.31
65.34
model-npz/DenseNet169_optsgd_s10_e1_b8_lr0001_1984.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
2.74
76
8.56
38
33.98
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_1555
10
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
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65.45
65.49
model-npz/DenseNet169_optsgd_s10_e1_b8_lr00001_2390.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.77
73
9.31
36
32.55
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_5045
10
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
3.04
30.4
60.85
model-npz/DenseNet169_optsgd_s10_e2_b1_lr001_1597.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.35
59
4.68
34
32.74
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_8389
10
224
224
3
10
sgd
2
1
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3.04
30.48
61
model-npz/DenseNet169_optsgd_s10_e2_b1_lr0001_2860.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.24
59
4.55
35
32.25
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_6205
10
224
224
3
10
sgd
2
1
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3.05
30.5
61.05
model-npz/DenseNet169_optsgd_s10_e2_b1_lr00001_8194.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.12
59
4.14
33
31.34
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_1081
10
224
224
3
10
sgd
2
2
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30.07
60.18
model-npz/DenseNet169_optsgd_s10_e2_b2_lr001_3278.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.28
59
4.44
34
32.58
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_1986
10
224
224
3
10
sgd
2
2
0.001
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30.47
60.97
model-npz/DenseNet169_optsgd_s10_e2_b2_lr0001_1023.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1
59
3.9
33
31.33
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_4054
10
224
224
3
10
sgd
2
2
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30.08
60.19
model-npz/DenseNet169_optsgd_s10_e2_b2_lr00001_1305.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.33
61
4.67
34
32.04
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_1473
10
224
224
3
10
sgd
2
4
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32.9
65.85
model-npz/DenseNet169_optsgd_s10_e2_b4_lr001_3478.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
2.52
73
8.8
36
32.34
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_2282
10
224
224
3
10
sgd
2
4
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32.7
65.44
model-npz/DenseNet169_optsgd_s10_e2_b4_lr0001_2290.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.56
76
8.76
36
31.86
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_2147
10
224
224
3
10
sgd
2
4
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32.54
65.12
model-npz/DenseNet169_optsgd_s10_e2_b4_lr00001_3296.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.66
76
8.99
37
33.08
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_3034
10
224
224
3
10
sgd
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8
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16.16
32.34
64.73
model-npz/DenseNet169_optsgd_s10_e2_b8_lr001_2775.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
2.95
77
9.79
36
32.12
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_2876
10
224
224
3
10
sgd
2
8
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16.27
32.56
65.17
model-npz/DenseNet169_optsgd_s10_e2_b8_lr0001_3072.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
2.86
79
8.89
38
33.1
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_9556
10
224
224
3
10
sgd
2
8
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33.11
66.27
model-npz/DenseNet169_optsgd_s10_e2_b8_lr00001_9713.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.03
72
10.23
37
33.16
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_3075
10
224
224
3
10
sgd
5
1
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1.29
12.96
64.83
model-npz/DenseNet169_optsgd_s10_e5_b1_lr001_3020.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.22
59
5.16
33
31.45
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_1730
10
224
224
3
10
sgd
5
1
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12.76
63.86
model-npz/DenseNet169_optsgd_s10_e5_b1_lr0001_2769.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.2
58
4.79
34
31.86
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_3232
10
224
224
3
10
sgd
5
1
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12.94
64.78
model-npz/DenseNet169_optsgd_s10_e5_b1_lr00001_2752.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.32
58
5.42
34
31.57
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_4839
10
224
224
3
10
sgd
5
2
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2.47
12.36
61.87
model-npz/DenseNet169_optsgd_s10_e5_b2_lr001_9644.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.35
58
5.23
33
31.07
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2582
10
224
224
3
10
sgd
5
2
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12.43
62.21
model-npz/DenseNet169_optsgd_s10_e5_b2_lr0001_1178.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.29
56
4.95
34
32.24
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_7376
10
224
224
3
10
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62.37
model-npz/DenseNet169_optsgd_s10_e5_b2_lr00001_1564.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.46
62
5.86
35
32.36
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_3322
10
224
224
3
10
sgd
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4
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13.19
66.03
model-npz/DenseNet169_optsgd_s10_e5_b4_lr001_6685.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.66
80
9.35
37
32.18
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_2342
10
224
224
3
10
sgd
5
4
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13.29
66.51
model-npz/DenseNet169_optsgd_s10_e5_b4_lr0001_2035.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
2.4
77
8.19
37
33.49
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_3128
10
224
224
3
10
sgd
5
4
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4.42
13.28
66.47
model-npz/DenseNet169_optsgd_s10_e5_b4_lr00001_1957.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.33
78
8.39
37
33.51
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_6814
10
224
224
3
10
sgd
5
8
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12.2
6.69
13.39
67.03
model-npz/DenseNet169_optsgd_s10_e5_b8_lr001_8701.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
2.95
67
9.45
37
32.62
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_3058
10
224
224
3
10
sgd
5
8
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12.2
6.62
13.26
66.35
model-npz/DenseNet169_optsgd_s10_e5_b8_lr0001_2498.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.99
72
9.46
38
33.69
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_7753
10
224
224
3
10
sgd
5
8
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2.15.1
12.2
6.62
13.26
66.35
model-npz/DenseNet169_optsgd_s10_e5_b8_lr00001_1391.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
2.9
69
9.4
37
33.82
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_2786
10
224
224
3
10
sgd
10
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2.15.1
12.2
0.7
7.06
70.71
model-npz/DenseNet169_optsgd_s10_e10_b1_lr001_2692.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.41
60
6.79
34
32.2
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_1272
10
224
224
3
10
sgd
10
1
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2.15.1
12.2
0.71
7.14
71.5
model-npz/DenseNet169_optsgd_s10_e10_b1_lr0001_6318.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.33
58
6.21
34
32.07
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_2698
10
224
224
3
10
sgd
10
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12.2
0.71
7.17
71.78
model-npz/DenseNet169_optsgd_s10_e10_b1_lr00001_2317.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.37
57
5.92
34
32.75
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_1469
10
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
1.3
6.52
65.31
model-npz/DenseNet169_optsgd_s10_e10_b2_lr001_2774.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.6
62
6.47
35
32.42
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_1539
10
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
1.29
6.47
64.79
model-npz/DenseNet169_optsgd_s10_e10_b2_lr0001_1162.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.46
60
6.17
33
31.49
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1555
10
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
1.3
6.52
65.24
model-npz/DenseNet169_optsgd_s10_e10_b2_lr00001_1742.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.31
61
5.88
34
32.29
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_2505
10
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
2.27
6.84
68.44
model-npz/DenseNet169_optsgd_s10_e10_b4_lr001_1119.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.53
81
9.43
36
32.63
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_2113
10
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
2.29
6.89
68.96
model-npz/DenseNet169_optsgd_s10_e10_b4_lr0001_3322.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
2.74
68
9.74
36
32.1
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_3182
10
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
2.24
6.73
67.35
model-npz/DenseNet169_optsgd_s10_e10_b4_lr00001_2838.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.52
72
9.12
37
32.8
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_3433
10
224
224
3
10
sgd
10
8
0.01
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3.42
6.85
68.56
model-npz/DenseNet169_optsgd_s10_e10_b8_lr001_1234.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.82
74
9.37
38
34.08
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_3279
10
224
224
3
10
sgd
10
8
0.001
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3.41
6.84
68.49
model-npz/DenseNet169_optsgd_s10_e10_b8_lr0001_9738.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
3.29
77
10.71
37
33.83
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_6046
10
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
3.43
6.87
68.81
model-npz/DenseNet169_optsgd_s10_e10_b8_lr00001_2702.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
2.83
76
9.26
37
32.82
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_1494
100
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.7
69.95
69.99
model-npz/DenseNet169_optsgd_s100_e1_b1_lr001_2044.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.47
61
6.48
34
32.87
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_3313
100
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.7
70.73
70.77
model-npz/DenseNet169_optsgd_s100_e1_b1_lr0001_2173.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.19
59
5.71
35
32.83
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_3736
100
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.7
70.69
70.74
model-npz/DenseNet169_optsgd_s100_e1_b1_lr00001_9285.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.41
58
7.08
35
32.08
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_2841
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
1.27
63.62
63.66
model-npz/DenseNet169_optsgd_s100_e1_b2_lr001_3379.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.29
58
5.68
33
30.73
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1124
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
1.29
64.74
64.78
model-npz/DenseNet169_optsgd_s100_e1_b2_lr0001_1999.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.52
60
6.24
34
31.97
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_1078
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
1.31
65.71
65.75
model-npz/DenseNet169_optsgd_s100_e1_b2_lr00001_2508.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.22
59
5.33
35
32.19
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1654
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
2.49
62.35
62.39
model-npz/DenseNet169_optsgd_s100_e1_b4_lr001_9302.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.72
68
6.71
34
31.27
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_3006
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
2.44
61.22
61.25
model-npz/DenseNet169_optsgd_s100_e1_b4_lr0001_1267.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.41
60
5.04
36
32.42
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2605
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
2.51
62.83
62.87
model-npz/DenseNet169_optsgd_s100_e1_b4_lr00001_2993.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.71
62
6.77
36
32.68
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_6510
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
5.1
66.42
66.47
model-npz/DenseNet169_optsgd_s100_e1_b8_lr001_2351.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.86
81
9.74
38
32.25
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_8311
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
5.05
65.79
65.82
model-npz/DenseNet169_optsgd_s100_e1_b8_lr0001_1963.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.95
84
9.66
39
33.99
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_8119
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
5.21
67.8
67.86
model-npz/DenseNet169_optsgd_s100_e1_b8_lr00001_2225.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.09
81
9.97
39
34.72
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_1863
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
9.68
67.84
67.87
model-npz/DenseNet169_optsgd_s100_e1_b16_lr001_1327.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
3.44
76
10.25
39
33.63
DenseNet169_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_1183
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
9.68
67.82
67.85
model-npz/DenseNet169_optsgd_s100_e1_b16_lr0001_2881.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
3.7
72
11.84
39
34.31