Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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33
31.05
DenseNet169_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_6303
10
224
224
3
10
adam
5
4
0.01
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123.29
model-npz/DenseNet169_optadam_s10_e5_b4_lr001_2329.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.41
78
6.92
34
31.18
DenseNet169_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_1377
10
224
224
3
10
adam
5
4
0.001
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24.49
122.5
model-npz/DenseNet169_optadam_s10_e5_b4_lr0001_1924.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.17
79
5.66
34
32.04
DenseNet169_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_3798
10
224
224
3
10
adam
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4
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model-npz/DenseNet169_optadam_s10_e5_b4_lr00001_1893.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.35
79
6.66
34
31.88
DenseNet169_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1511
10
224
224
3
10
adam
5
8
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model-npz/DenseNet169_optadam_s10_e5_b8_lr001_1397.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
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83
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35
31.97
DenseNet169_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_1183
10
224
224
3
10
adam
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8
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model-npz/DenseNet169_optadam_s10_e5_b8_lr0001_9597.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
1.69
79
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35
32.25
DenseNet169_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_2770
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.34
78
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35
32.39
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.71
78
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34
32.21
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224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.81
75
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33
31.26
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224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.8
76
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33
31.86
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224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.77
77
4.41
33
31.18
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10
224
224
3
10
adam
10
2
0.001
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120.9
model-npz/DenseNet169_optadam_s10_e10_b2_lr0001_7284.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.81
76
4.4
33
31.99
DenseNet169_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_1833
10
224
224
3
10
adam
10
2
0.0001
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12.2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.75
74
4.43
33
31.46
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10
224
224
3
10
adam
10
4
0.01
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.3
79
6.55
34
31.38
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10
224
224
3
10
adam
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model-npz/DenseNet169_optadam_s10_e10_b4_lr0001_2977.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.39
78
6.82
35
32.28
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10
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.45
76
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34
32.11
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10
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.54
80
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35
32.65
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10
224
224
3
10
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model-npz/DenseNet169_optadam_s10_e10_b8_lr0001_2853.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
1.6
79
7.31
35
32.43
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10
224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.48
78
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35
32.51
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100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.74
78
4.98
34
32.26
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100
224
224
3
10
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1
1
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.95
78
5.97
33
31.66
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100
224
224
3
10
adam
1
1
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.81
76
5.42
33
31.25
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.78
78
4.51
33
31.87
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100
224
224
3
10
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0.001
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.88
78
4.91
33
31.94
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100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.81
79
4.68
33
31.22
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.9
76
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33
31.69
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100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.93
76
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33
31.19
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100
224
224
3
10
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118.59
model-npz/DenseNet169_optadam_s100_e1_b4_lr00001_2479.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.86
76
4.5
33
31.13
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100
224
224
3
10
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model-npz/DenseNet169_optadam_s100_e1_b8_lr001_4490.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.54
81
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36
31.92
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100
224
224
3
10
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model-npz/DenseNet169_optadam_s100_e1_b8_lr0001_9240.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.52
81
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36
32.34
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100
224
224
3
10
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model-npz/DenseNet169_optadam_s100_e1_b8_lr00001_5309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.52
86
6.83
36
32.43
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224
224
3
10
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124.48
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
2.03
85
8.21
37
32.76
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100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.05
83
8.28
36
32.57
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_3073
100
224
224
3
10
adam
1
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model-npz/DenseNet169_optadam_s100_e1_b16_lr00001_3855.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
1.84
83
7.69
36
32.51
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100
224
224
3
10
adam
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31.29
125.21
125.24
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
2.7
97
10.73
37
33.19
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_1288
100
224
224
3
10
adam
1
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31.7
126.84
126.87
model-npz/DenseNet169_optadam_s100_e1_b32_lr0001_3371.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
2.65
98
10.55
37
33.43
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_6514
100
224
224
3
10
adam
1
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31.31
125.27
125.3
model-npz/DenseNet169_optadam_s100_e1_b32_lr00001_1431.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
2.38
91
9.13
37
33.5
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100
224
224
3
10
adam
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136.44
model-npz/DenseNet169_optadam_s100_e1_b64_lr001_9833.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
4.73
99
16.83
44
34.97
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_1052
100
224
224
3
10
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model-npz/DenseNet169_optadam_s100_e1_b64_lr0001_1163.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
4.71
99
16.47
45
36.55
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_4646
100
224
224
3
10
adam
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64
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68.66
137.37
137.4
model-npz/DenseNet169_optadam_s100_e1_b64_lr00001_3150.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
4.67
100
15.64
44
36.67
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2805
100
224
224
3
10
adam
2
1
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0.72
72.14
144.32
model-npz/DenseNet169_optadam_s100_e2_b1_lr001_8908.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.05
79
7.8
39
34.21
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_2900
100
224
224
3
10
adam
2
1
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12.2
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72.26
144.56
model-npz/DenseNet169_optadam_s100_e2_b1_lr0001_4857.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.09
78
7.87
33
31.68
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_3182
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.72
71.97
143.97
model-npz/DenseNet169_optadam_s100_e2_b1_lr00001_2879.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.05
76
7.87
32
31.13
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_1006
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
1.3
65.22
130.47
model-npz/DenseNet169_optadam_s100_e2_b2_lr001_1413.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.01
78
6.23
33
31.07
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_2389
100
224
224
3
10
adam
2
2
0.001
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12.2
1.28
64.19
128.42
model-npz/DenseNet169_optadam_s100_e2_b2_lr0001_7692.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.96
77
5.91
32
31.12
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1566
100
224
224
3
10
adam
2
2
0.0001
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12.2
1.29
64.61
129.26
model-npz/DenseNet169_optadam_s100_e2_b2_lr00001_2647.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.97
79
5.85
33
31.4
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_2238
100
224
224
3
10
adam
2
4
0.01
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12.2
2.45
61.45
122.94
model-npz/DenseNet169_optadam_s100_e2_b4_lr001_2561.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.91
76
4.45
33
31.58
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_6990
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
2.5
62.52
125.07
model-npz/DenseNet169_optadam_s100_e2_b4_lr0001_1613.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.1
75
5.45
33
31.11
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_8072
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
2.41
60.31
120.66
model-npz/DenseNet169_optadam_s100_e2_b4_lr00001_3263.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.14
76
5.61
33
31.12
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_2595
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
4.84
63.05
126.14
model-npz/DenseNet169_optadam_s100_e2_b8_lr001_2102.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.8
86
8.34
35
31.28
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_2454
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
4.84
62.95
125.94
model-npz/DenseNet169_optadam_s100_e2_b8_lr0001_2728.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.75
82
7.95
35
31.89
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_7256
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
4.85
63.14
126.32
model-npz/DenseNet169_optadam_s100_e2_b8_lr00001_1912.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
1.79
80
7.97
35
32.17
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_1921
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
8.95
62.67
125.38
model-npz/DenseNet169_optadam_s100_e2_b16_lr001_1784.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
2.06
82
8.26
37
32.57
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_7458
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
8.99
62.95
125.94
model-npz/DenseNet169_optadam_s100_e2_b16_lr0001_1055.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
2.49
85
10.18
37
32.9
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_1525
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
9.02
63.17
126.38
model-npz/DenseNet169_optadam_s100_e2_b16_lr00001_2690.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
1.96
81
7.54
37
32.85
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_1599
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
15.95
63.83
127.69
model-npz/DenseNet169_optadam_s100_e2_b32_lr001_2035.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
2.77
91
10.69
38
33.14
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_2314
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
15.92
63.74
127.51
model-npz/DenseNet169_optadam_s100_e2_b32_lr0001_1710.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
2.58
88
9.79
38
33.15
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_4768
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
15.85
63.44
126.91
model-npz/DenseNet169_optadam_s100_e2_b32_lr00001_3208.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
2.68
99
10.65
38
33.21
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_4533
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
34.5
69.03
138.1
model-npz/DenseNet169_optadam_s100_e2_b64_lr001_8480.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
4.91
99
16.28
43
34.65
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_1434
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
34.47
68.96
137.96
model-npz/DenseNet169_optadam_s100_e2_b64_lr0001_1067.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
4.72
100
16.41
44
36.19
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2495
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
34.51
69.04
138.12
model-npz/DenseNet169_optadam_s100_e2_b64_lr00001_1063.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
4.67
99
16.49
45
36.49
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_3984
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.38
38.12
190.67
model-npz/DenseNet169_optadam_s100_e5_b1_lr001_3394.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.44
80
12.2
38
33.84
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_1218
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.38
38.01
190.1
model-npz/DenseNet169_optadam_s100_e5_b1_lr0001_1117.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.41
77
12.25
33
31.68