Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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4.29
31
28.25
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_2489
10
224
224
3
10
adam
10
2
0.01
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13.33
133.35
model-npz/DenseNet201_optadam_s10_e10_b2_lr001_3181.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.89
63
4.21
32
28.45
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_1787
10
224
224
3
10
adam
10
2
0.001
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12.2
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13.54
135.47
model-npz/DenseNet201_optadam_s10_e10_b2_lr0001_1235.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.86
61
3.97
33
30.14
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_3035
10
224
224
3
10
adam
10
2
0.0001
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13.26
132.69
model-npz/DenseNet201_optadam_s10_e10_b2_lr00001_1932.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.84
74
3.96
32
28.98
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_1610
10
224
224
3
10
adam
10
4
0.01
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12.2
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14.23
142.38
model-npz/DenseNet201_optadam_s10_e10_b4_lr001_5546.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.57
73
5.88
35
29
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_1673
10
224
224
3
10
adam
10
4
0.001
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12.2
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135.63
model-npz/DenseNet201_optadam_s10_e10_b4_lr0001_6831.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
1.82
67
6.64
36
31.74
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_1452
10
224
224
3
10
adam
10
4
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137
model-npz/DenseNet201_optadam_s10_e10_b4_lr00001_2548.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.69
74
6.25
36
31.81
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_4358
10
224
224
3
10
adam
10
8
0.01
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12.2
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138.65
model-npz/DenseNet201_optadam_s10_e10_b8_lr001_1655.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
1.94
78
6.41
37
32.61
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_2959
10
224
224
3
10
adam
10
8
0.001
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12.2
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137.13
model-npz/DenseNet201_optadam_s10_e10_b8_lr0001_7456.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.93
78
6.38
36
32.1
DenseNet201_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_3357
10
224
224
3
10
adam
10
8
0.0001
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12.2
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137.05
model-npz/DenseNet201_optadam_s10_e10_b8_lr00001_4311.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2
79
6.51
35
30.79
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_5299
100
224
224
3
10
adam
1
1
0.01
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12.2
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139.75
139.79
model-npz/DenseNet201_optadam_s100_e1_b1_lr001_2928.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.99
59
4.79
34
31.35
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_2713
100
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
1.41
141.15
141.2
model-npz/DenseNet201_optadam_s100_e1_b1_lr0001_1788.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.06
60
5.07
32
29.08
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_2334
100
224
224
3
10
adam
1
1
0.0001
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12.2
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142.13
142.18
model-npz/DenseNet201_optadam_s100_e1_b1_lr00001_3223.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.04
62
4.99
32
28.66
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_1910
100
224
224
3
10
adam
1
2
0.01
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12.2
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132.54
132.58
model-npz/DenseNet201_optadam_s100_e1_b2_lr001_2744.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.9
62
4.33
32
28.7
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_5094
100
224
224
3
10
adam
1
2
0.001
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12.2
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131.75
131.79
model-npz/DenseNet201_optadam_s100_e1_b2_lr0001_3234.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.08
100
5.14
32
28.7
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_2066
100
224
224
3
10
adam
1
2
0.0001
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134.83
model-npz/DenseNet201_optadam_s100_e1_b2_lr00001_2013.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.91
65
4.41
33
30.77
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_2428
100
224
224
3
10
adam
1
4
0.01
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129.55
model-npz/DenseNet201_optadam_s100_e1_b4_lr001_2389.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.97
75
3.94
33
29.11
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_1257
100
224
224
3
10
adam
1
4
0.001
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12.2
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129.94
130.01
model-npz/DenseNet201_optadam_s100_e1_b4_lr0001_3368.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.06
67
4.07
35
31.02
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_2599
100
224
224
3
10
adam
1
4
0.0001
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12.2
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128.16
model-npz/DenseNet201_optadam_s100_e1_b4_lr00001_1281.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.94
66
3.89
35
31.14
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_2325
100
224
224
3
10
adam
1
8
0.01
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12.2
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135.26
135.3
model-npz/DenseNet201_optadam_s100_e1_b8_lr001_2373.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
1.97
81
6.23
38
31.8
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_1910
100
224
224
3
10
adam
1
8
0.001
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12.2
10.37
134.86
134.9
model-npz/DenseNet201_optadam_s100_e1_b8_lr0001_3131.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.1
80
7.02
37
31.64
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_4416
100
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
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134.92
134.95
model-npz/DenseNet201_optadam_s100_e1_b8_lr00001_2946.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.97
75
6.49
38
32.37
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_1330
100
224
224
3
10
adam
1
16
0.01
2.15.1
12.2
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136.09
136.13
model-npz/DenseNet201_optadam_s100_e1_b16_lr001_3191.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
2.34
84
7.2
38
31.82
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_7765
100
224
224
3
10
adam
1
16
0.001
2.15.1
12.2
19.47
136.37
136.41
model-npz/DenseNet201_optadam_s100_e1_b16_lr0001_3282.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
2.56
83
7.94
39
30.96
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_2070
100
224
224
3
10
adam
1
16
0.0001
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12.2
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135.03
135.07
model-npz/DenseNet201_optadam_s100_e1_b16_lr00001_5126.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
2.75
80
8.43
39
30.58
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_3292
100
224
224
3
10
adam
1
32
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34.49
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138.06
model-npz/DenseNet201_optadam_s100_e1_b32_lr001_2052.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
3.03
80
8.49
40
31.46
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_1443
100
224
224
3
10
adam
1
32
0.001
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34.79
139.2
139.24
model-npz/DenseNet201_optadam_s100_e1_b32_lr0001_1342.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
3.29
92
9.09
41
31.58
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1354
100
224
224
3
10
adam
1
32
0.0001
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12.2
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138.22
model-npz/DenseNet201_optadam_s100_e1_b32_lr00001_3310.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
3.45
97
9.47
39
31.51
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_1705
100
224
224
3
10
adam
1
64
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148.18
148.22
model-npz/DenseNet201_optadam_s100_e1_b64_lr001_2636.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
5.95
94
14.35
47
33.84
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2610
100
224
224
3
10
adam
1
64
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147.43
147.47
model-npz/DenseNet201_optadam_s100_e1_b64_lr0001_1369.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
5.81
97
13.85
48
35.35
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2841
100
224
224
3
10
adam
1
64
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12.2
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147.83
147.87
model-npz/DenseNet201_optadam_s100_e1_b64_lr00001_1892.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
6.27
99
15.05
48
35.35
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2361
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.77
77.75
155.55
model-npz/DenseNet201_optadam_s100_e2_b1_lr001_1508.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.09
61
6.29
37
31.59
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_2291
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.75
75.8
151.66
model-npz/DenseNet201_optadam_s100_e2_b1_lr0001_4146.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.07
60
6.23
32
29.06
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_1971
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.77
77.65
155.34
model-npz/DenseNet201_optadam_s100_e2_b1_lr00001_1339.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.08
59
6.29
31
28.64
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_2268
100
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
1.39
69.8
139.65
model-npz/DenseNet201_optadam_s100_e2_b2_lr001_1134.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.07
65
5.62
33
28.72
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_2563
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
1.39
69.64
139.35
model-npz/DenseNet201_optadam_s100_e2_b2_lr0001_2284.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.02
63
5.37
33
28.8
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1618
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
1.38
69.33
138.7
model-npz/DenseNet201_optadam_s100_e2_b2_lr00001_2770.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.97
63
5.35
33
30.38
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_1681
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
2.68
67.06
134.16
model-npz/DenseNet201_optadam_s100_e2_b4_lr001_3096.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.2
72
4.81
33
30.27
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_3189
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
2.7
67.59
135.22
model-npz/DenseNet201_optadam_s100_e2_b4_lr0001_2964.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.28
66
4.98
34
31.18
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2440
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
2.68
67.04
134.12
model-npz/DenseNet201_optadam_s100_e2_b4_lr00001_1801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.17
64
4.65
34
31.09
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1504
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
5.27
68.53
137.12
model-npz/DenseNet201_optadam_s100_e2_b8_lr001_1065.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.24
77
7.4
37
31.22
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_2438
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
5.33
69.37
138.79
model-npz/DenseNet201_optadam_s100_e2_b8_lr0001_2155.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.27
84
7.44
37
31.82
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_3032
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
5.25
68.29
136.62
model-npz/DenseNet201_optadam_s100_e2_b8_lr00001_3294.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
2.25
72
7.1
38
32.24
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_4781
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
9.82
68.77
137.59
model-npz/DenseNet201_optadam_s100_e2_b16_lr001_7647.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
3.09
82
8.88
38
31.71
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1909
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
9.79
68.61
137.27
model-npz/DenseNet201_optadam_s100_e2_b16_lr0001_3122.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
2.5
83
7.63
39
31.05
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_2304
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
9.76
68.34
136.72
model-npz/DenseNet201_optadam_s100_e2_b16_lr00001_2022.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
2.62
84
7.92
38
30.97
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_2284
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
17.39
69.6
139.25
model-npz/DenseNet201_optadam_s100_e2_b32_lr001_1594.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
3.81
93
10.07
40
31.76
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_5513
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
17.15
68.63
137.32
model-npz/DenseNet201_optadam_s100_e2_b32_lr0001_2578.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
3.43
87
9.41
40
31.86
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2853
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
17.36
69.48
139
model-npz/DenseNet201_optadam_s100_e2_b32_lr00001_3204.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
3.57
96
9.9
41
31.71
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_5336
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
36.94
73.92
147.88
model-npz/DenseNet201_optadam_s100_e2_b64_lr001_3215.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
5.93
96
14.36
47
33.85
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_9798
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
37.16
74.36
148.76
model-npz/DenseNet201_optadam_s100_e2_b64_lr0001_3843.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
5.91
99
14.11
48
35.25
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2869
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
37
74.03
148.1
model-npz/DenseNet201_optadam_s100_e2_b64_lr00001_1163.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
6.54
98
15.15
49
35.76
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_1362
100
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.39
38.95
194.81
model-npz/DenseNet201_optadam_s100_e5_b1_lr001_3102.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.45
61
10.24
39
31.42
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_3261
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.4
40.11
200.62
model-npz/DenseNet201_optadam_s100_e5_b1_lr0001_2091.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.51
62
10.09
32
29.1
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_9360
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.39
39.52
197.68
model-npz/DenseNet201_optadam_s100_e5_b1_lr00001_1661.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.52
60
10.26
32
29.17
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_3246
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.64
32.41
162.11
model-npz/DenseNet201_optadam_s100_e5_b2_lr001_1987.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.34
66
8.17
32
28.14
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_8812
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.64
32.02
160.14
model-npz/DenseNet201_optadam_s100_e5_b2_lr0001_1444.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.45
62
8.71
32
29.99
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_2544
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.64
32.36
161.88
model-npz/DenseNet201_optadam_s100_e5_b2_lr00001_2544.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.4
74
8.19
32
30.32
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1473
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
1.16
29.21
146.1
model-npz/DenseNet201_optadam_s100_e5_b4_lr001_2892.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.65
72
6.83
33
30.36
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2421
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
1.12
28.12
140.67
model-npz/DenseNet201_optadam_s100_e5_b4_lr0001_1631.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.57
66
6.34
35
32.42
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_1238
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
1.13
28.46
142.37
model-npz/DenseNet201_optadam_s100_e5_b4_lr00001_6084.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.69
68
6.95
36
32.21
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2956
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
2.18
28.4
142.05
model-npz/DenseNet201_optadam_s100_e5_b8_lr001_1779.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
2.57
77
7.98
39
33.56
DenseNet201_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_4530
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
2.17
28.21
141.11
model-npz/DenseNet201_optadam_s100_e5_b8_lr0001_2659.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
2.58
84
8.18
37
32.94