Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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model-npz/DenseNet201_optadam_s1000_e2_b8_lr00001_3185.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
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81
16.4
41
35.97
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
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87
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42
35.57
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_4370
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224
224
3
10
adam
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16
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model-npz/DenseNet201_optadam_s1000_e2_b16_lr0001_1326.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
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99
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43
36.52
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_8290
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224
3
10
adam
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16
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178.83
model-npz/DenseNet201_optadam_s1000_e2_b16_lr00001_3531.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
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44
36.65
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1863
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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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49
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96
19.25
45
37.17
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1609
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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
51
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99
18.55
43
36.9
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1085
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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
49
6.58
95
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44
36.53
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_5145
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224
224
3
10
adam
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64
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183.72
model-npz/DenseNet201_optadam_s1000_e2_b64_lr001_8142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
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48
38
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2438
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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
59
9.22
100
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49
38.95
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_6552
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224
224
3
10
adam
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64
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183.12
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
8.9
100
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48
39.12
DenseNet201_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_3835
1,000
224
224
3
10
adam
5
64
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210.15
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
13.85
100
31.69
53
38.4
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_2704
10
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
1.71
17.17
85.9
model-npz/DenseNet201_optsgd_s10_e5_b1_lr00001_3138.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.21
89
7.35
35
34.01
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_8410
10
224
224
3
10
sgd
5
2
0.01
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84.5
model-npz/DenseNet201_optsgd_s10_e5_b2_lr001_8344.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.25
81
6.66
35
33.24
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2912
10
224
224
3
10
sgd
5
2
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84.97
model-npz/DenseNet201_optsgd_s10_e5_b2_lr0001_1839.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.19
80
6.53
34
33.08
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_1021
10
224
224
3
10
sgd
5
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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80
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34
32.93
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_3100
10
224
224
3
10
sgd
5
4
0.01
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17.81
89.12
model-npz/DenseNet201_optsgd_s10_e5_b4_lr001_1391.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.05
81
10.19
36
32.8
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_3180
10
224
224
3
10
sgd
5
4
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89.52
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.06
79
10.06
35
33.27
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10
224
224
3
10
sgd
5
4
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model-npz/DenseNet201_optsgd_s10_e5_b4_lr00001_2492.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.12
84
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36
33.23
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10
224
224
3
10
sgd
5
8
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18.28
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.43
80
11.22
36
33.37
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_9887
10
224
224
3
10
sgd
5
8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.46
80
11.51
36
33.42
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10
224
224
3
10
sgd
5
8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.23
81
10.38
36
33.74
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_3149
10
224
224
3
10
sgd
10
1
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.35
81
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35
33.57
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_4287
10
224
224
3
10
sgd
10
1
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94.66
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.26
80
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35
33.63
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_2070
10
224
224
3
10
sgd
10
1
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.28
78
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35
33.54
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_3201
10
224
224
3
10
sgd
10
2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.35
81
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35
33.92
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10
224
224
3
10
sgd
10
2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.28
81
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35
33.94
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10
224
224
3
10
sgd
10
2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.27
81
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35
33.4
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10
224
224
3
10
sgd
10
4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.31
80
11.34
36
33.35
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10
224
224
3
10
sgd
10
4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
2.12
80
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36
33.41
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10
224
224
3
10
sgd
10
4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.16
80
10.41
36
33.41
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_2675
10
224
224
3
10
sgd
10
8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.49
80
11.97
36
33.35
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_2995
10
224
224
3
10
sgd
10
8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.44
79
11.56
36
33.48
DenseNet201_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_7673
10
224
224
3
10
sgd
10
8
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.4
81
11.41
36
33.73
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100
224
224
3
10
sgd
1
1
0.01
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.31
78
8.54
34
33.2
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_8501
100
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.95
95.25
95.28
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.26
82
8.34
34
32.63
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_2971
100
224
224
3
10
sgd
1
1
0.0001
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12.2
0.94
94.56
94.59
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.22
78
7.79
35
33.41
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_3614
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
1.75
87.83
87.86
model-npz/DenseNet201_optsgd_s100_e1_b2_lr001_2164.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.36
80
7.49
35
33.92
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1823
100
224
224
3
10
sgd
1
2
0.001
2.15.1
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1.72
86.32
86.34
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.37
79
7.46
35
34
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_9189
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
1.76
88.17
88.2
model-npz/DenseNet201_optsgd_s100_e1_b2_lr00001_3278.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.24
80
6.98
35
33.79
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1199
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
3.39
84.87
84.9
model-npz/DenseNet201_optsgd_s100_e1_b4_lr001_3481.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.49
81
7.29
36
33.72
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_1946
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
3.37
84.38
84.42
model-npz/DenseNet201_optsgd_s100_e1_b4_lr0001_2071.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.6
79
7.91
35
33.64
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_4868
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
3.41
85.45
85.48
model-npz/DenseNet201_optsgd_s100_e1_b4_lr00001_1834.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.65
80
8.14
35
33.45
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_5934
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
6.89
89.68
89.71
model-npz/DenseNet201_optsgd_s100_e1_b8_lr001_3251.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
2.52
85
11.38
37
33.51
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_8280
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
6.93
90.22
90.25
model-npz/DenseNet201_optsgd_s100_e1_b8_lr0001_1227.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
2.62
84
12.01
38
34.02
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_1226
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
6.93
90.22
90.25
model-npz/DenseNet201_optsgd_s100_e1_b8_lr00001_2244.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.7
79
11.98
38
33.97
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_2014
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
13.16
92.2
92.24
model-npz/DenseNet201_optsgd_s100_e1_b16_lr001_2821.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.22
87
12.57
38
34.24
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_2696
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
13.31
93.22
93.25
model-npz/DenseNet201_optsgd_s100_e1_b16_lr0001_1426.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
3.68
86
15.28
38
34.35
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_2800
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
13.12
91.88
91.91
model-npz/DenseNet201_optsgd_s100_e1_b16_lr00001_2397.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
3.05
91
12.55
38
34.32
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_2500
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
23.82
95.34
95.37
model-npz/DenseNet201_optsgd_s100_e1_b32_lr001_3093.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
4.5
98
17.79
39
34.75
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_2582
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
23.47
93.95
93.98
model-npz/DenseNet201_optsgd_s100_e1_b32_lr0001_1469.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
3.94
100
15.35
39
35.2
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_1481
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
23.34
93.4
93.43
model-npz/DenseNet201_optsgd_s100_e1_b32_lr00001_2641.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
4.07
98
15.52
39
35.53
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_3255
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
53.75
107.55
107.58
model-npz/DenseNet201_optsgd_s100_e1_b64_lr001_1905.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
6.97
100
23.97
46
37.31
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_2426
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
54.61
109.26
109.3
model-npz/DenseNet201_optsgd_s100_e1_b64_lr0001_2304.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
7.61
100
27.13
46
39.27
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_2686
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
53.97
107.99
108.02
model-npz/DenseNet201_optsgd_s100_e1_b64_lr00001_3134.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
6.79
100
23.82
47
39.76
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_3174
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.56
56.6
113.23
model-npz/DenseNet201_optsgd_s100_e2_b1_lr001_1043.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.55
79
11.39
42
36.62
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_1582
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.56
55.97
111.97
model-npz/DenseNet201_optsgd_s100_e2_b1_lr0001_1792.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.5
80
11.06
35
33.77
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_2267
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.55
55.9
111.83
model-npz/DenseNet201_optsgd_s100_e2_b1_lr00001_6212.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.54
80
10.99
34
32.68
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_2495
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.95
47.72
95.47
model-npz/DenseNet201_optsgd_s100_e2_b2_lr001_1162.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.64
79
9.55
34
32.84
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_1369
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.95
47.83
95.7
model-npz/DenseNet201_optsgd_s100_e2_b2_lr0001_1192.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.56
80
9.15
34
32.6
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_3322
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.95
47.59
95.22
model-npz/DenseNet201_optsgd_s100_e2_b2_lr00001_3036.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.61
80
9.28
34
32.59
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_7607
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
1.77
44.39
88.82
model-npz/DenseNet201_optsgd_s100_e2_b4_lr001_2460.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.77
81
8.53
35
33.16
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_2121
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
1.76
44.07
88.17
model-npz/DenseNet201_optsgd_s100_e2_b4_lr0001_2879.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.7
81
8.25
35
33.31
DenseNet201_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_2527
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
1.75
43.97
87.98
model-npz/DenseNet201_optsgd_s100_e2_b4_lr00001_1389.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.92
80
9.27
35
33.3