Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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29.05
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100
224
224
3
10
adam
1
16
0.0001
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model-npz/DenseNet121_optadam_s100_e1_b16_lr00001_6792.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
1.98
83
8.48
32
29.19
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224
224
3
10
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32
0.01
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86.12
model-npz/DenseNet121_optadam_s100_e1_b32_lr001_6047.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
3.01
99
12.39
33
29.6
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_1232
100
224
224
3
10
adam
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32
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
2.42
90
9.38
33
29.97
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224
224
3
10
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32
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
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98
10.78
33
30.11
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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38
31.17
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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
56
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38
32.56
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224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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58
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39
32.86
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224
224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
16
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7.66
35
31
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224
224
3
10
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1
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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18
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30
28.73
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224
224
3
10
adam
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1
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.02
74
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29
28.02
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224
224
3
10
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2
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44.18
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.08
75
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29
27.99
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224
224
3
10
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2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.01
72
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27.66
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100
224
224
3
10
adam
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2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
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74
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29
27.66
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_3124
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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
17
1.1
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29
27.78
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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
1.27
76
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29
28.02
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100
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
20
1.13
74
5.23
29
27.97
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1650
100
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
0
19
1.98
80
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31
28.04
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100
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
0
20
1.69
84
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32
28.44
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100
224
224
3
10
adam
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8
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model-npz/DenseNet121_optadam_s100_e2_b8_lr00001_7568.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.93
86
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32
28.78
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224
224
3
10
adam
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.61
83
9.97
32
29.1
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100
224
224
3
10
adam
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
2.29
84
8.88
32
29.23
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100
224
224
3
10
adam
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
2.35
78
9.05
33
29.38
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100
224
224
3
10
adam
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32
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
2.95
98
10.39
34
29.72
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_5049
100
224
224
3
10
adam
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32
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
3.42
86
13.21
34
30.23
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2428
100
224
224
3
10
adam
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32
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
3.06
92
11.54
34
30.2
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100
224
224
3
10
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64
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
4.63
99
16.32
38
31.22
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_3089
100
224
224
3
10
adam
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64
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
4.95
99
15.52
39
32.73
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_1160
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224
224
3
10
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64
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
4.9
100
17.21
39
33.17
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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
16
1.48
76
12.55
35
30.87
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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
16
1.39
74
11.85
30
28.73
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_2116
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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
16
1.41
74
11.91
29
28.33
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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
15
1.53
75
9.43
30
28.14
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100
224
224
3
10
adam
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2
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model-npz/DenseNet121_optadam_s100_e5_b2_lr0001_1675.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.43
74
9.55
29
28.1
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_3059
100
224
224
3
10
adam
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2
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model-npz/DenseNet121_optadam_s100_e5_b2_lr00001_4609.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.5
75
9.88
29
27.84
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1959
100
224
224
3
10
adam
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4
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18.31
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.76
78
7.86
30
28.16
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2196
100
224
224
3
10
adam
5
4
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model-npz/DenseNet121_optadam_s100_e5_b4_lr0001_4547.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.61
72
7.21
30
28.26
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_5901
100
224
224
3
10
adam
5
4
0.0001
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18.35
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.74
74
7.38
30
28.28
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2477
100
224
224
3
10
adam
5
8
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model-npz/DenseNet121_optadam_s100_e5_b8_lr001_4703.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.76
83
10.51
32
28.55
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_3606
100
224
224
3
10
adam
5
8
0.001
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.8
80
10.99
32
29.35
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1587
100
224
224
3
10
adam
5
8
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model-npz/DenseNet121_optadam_s100_e5_b8_lr00001_2974.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.76
76
11.01
32
29.51
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_2438
100
224
224
3
10
adam
5
16
0.01
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17.34
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model-npz/DenseNet121_optadam_s100_e5_b16_lr001_6748.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.23
84
11.2
33
29.67
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2206
100
224
224
3
10
adam
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17.66
88.34
model-npz/DenseNet121_optadam_s100_e5_b16_lr0001_2942.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
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84
10.44
33
29.79
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_2206
100
224
224
3
10
adam
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17.54
87.77
model-npz/DenseNet121_optadam_s100_e5_b16_lr00001_2690.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
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88
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33
29.72
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_8944
100
224
224
3
10
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32
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89.59
model-npz/DenseNet121_optadam_s100_e5_b32_lr001_1714.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
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93
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35
30.18
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_3287
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224
224
3
10
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model-npz/DenseNet121_optadam_s100_e5_b32_lr0001_7715.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
3.5
86
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35
30.59
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_2908
100
224
224
3
10
adam
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32
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model-npz/DenseNet121_optadam_s100_e5_b32_lr00001_1360.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
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98
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35
30.75
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_2714
100
224
224
3
10
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97.53
model-npz/DenseNet121_optadam_s100_e5_b64_lr001_2104.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
5.18
100
17.66
39
31.75
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_3034
100
224
224
3
10
adam
5
64
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19.3
96.55
model-npz/DenseNet121_optadam_s100_e5_b64_lr0001_3255.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
6.31
100
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39
33.04
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2132
100
224
224
3
10
adam
5
64
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96.16
model-npz/DenseNet121_optadam_s100_e5_b64_lr00001_2793.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
6.15
100
20.54
39
33.43
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_2539
100
224
224
3
10
adam
10
1
0.01
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12.2
0.19
19.2
192.12
model-npz/DenseNet121_optadam_s100_e10_b1_lr001_2517.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.76
76
16.12
35
30.27
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_1330
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.19
18.93
189.33
model-npz/DenseNet121_optadam_s100_e10_b1_lr0001_6173.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.74
74
16.17
29
28.28
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_6739
100
224
224
3
10
adam
10
1
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18.61
186.23
model-npz/DenseNet121_optadam_s100_e10_b1_lr00001_3119.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.83
74
16.51
29
28.16
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1723
100
224
224
3
10
adam
10
2
0.01
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12.2
0.26
13.34
133.47
model-npz/DenseNet121_optadam_s100_e10_b2_lr001_2658.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.01
76
13.91
29
28.24
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_2445
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.24
12.11
121.13
model-npz/DenseNet121_optadam_s100_e10_b2_lr0001_2483.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.22
76
14.2
31
28.69
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_2044
100
224
224
3
10
adam
10
2
0.0001
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12.2
0.27
13.52
135.27
model-npz/DenseNet121_optadam_s100_e10_b2_lr00001_2377.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.05
73
13.86
30
28.82
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2862
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.42
10.51
105.18
model-npz/DenseNet121_optadam_s100_e10_b4_lr001_6135.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.59
75
11.13
31
28.57
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_7300
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.42
10.7
107.09
model-npz/DenseNet121_optadam_s100_e10_b4_lr0001_1274.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.52
76
10.55
31
28.99
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_1488
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.42
10.48
104.86
model-npz/DenseNet121_optadam_s100_e10_b4_lr00001_2834.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.61
74
11.04
31
29.23
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_1444
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.75
9.82
98.31
model-npz/DenseNet121_optadam_s100_e10_b8_lr001_2842.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.35
83
12.18
33
29.7
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_3391
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.74
9.7
97.02
model-npz/DenseNet121_optadam_s100_e10_b8_lr0001_3625.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
3.53
83
12.42
34
30.11
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_2112
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.74
9.67
96.8
model-npz/DenseNet121_optadam_s100_e10_b8_lr00001_2976.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
3.57
78
13.05
34
30.38
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1609
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
1.32
9.25
92.62
model-npz/DenseNet121_optadam_s100_e10_b16_lr001_2201.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
4.03
84
12.44
35
30.59