Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
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Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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41
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Nvidia
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Tesla
6
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16
hbm2
732.2
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29
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Nvidia
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Tesla
6
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16
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732.2
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20
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Nvidia
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Tesla
6
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732.2
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44
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Nvidia
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Tesla
6
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732.2
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43
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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46
39.53
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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
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46
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46
39.81
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
6.79
90
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47
39.97
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
8.91
100
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49
40.81
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
9.51
99
25.46
50
42.25
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
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99
24.27
50
42.44
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.27
75
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37
35.55
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.26
75
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37
36.07
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224
3
10
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44.55
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
5.49
74
22.88
41
37.38
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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
17
5.42
74
22.82
41
38.42
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224
224
3
10
adam
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4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
5.53
76
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42
39.09
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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
22
8.11
79
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45
39.93
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1,000
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
8.23
78
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44
40.39
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1,000
224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
7.9
76
23.49
45
40.29
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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
35
10.46
90
25.71
48
41.24
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224
224
3
10
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
10.83
88
26.78
49
42.35
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2233
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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
34
10.81
87
27.17
49
42.75
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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
49
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49
42.78
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
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96
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50
42.94
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
11.77
91
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51
42.93
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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32.11
55
44.85
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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
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60
14.97
99
33.66
53
45.54
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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
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31.18
55
45.47
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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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17
1.09
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35.04
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_6435
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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
17
1.04
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36
34.93
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_1390
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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
1.09
75
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36
34.83
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_1545
1
224
224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1
73
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36
34.56
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10
224
224
3
10
sgd
1
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44.04
44.06
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.94
74
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36
34.6
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10
224
224
3
10
sgd
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44.17
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.95
75
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36
34.26
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10
224
224
3
10
sgd
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44.21
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.86
73
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36
34.48
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10
224
224
3
10
sgd
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.86
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36
34.6
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10
224
224
3
10
sgd
1
2
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45.59
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.05
75
4.88
36
34.56
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10
224
224
3
10
sgd
1
2
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44.38
44.41
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.07
73
5.17
36
34.65
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10
224
224
3
10
sgd
1
4
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16.26
48.82
48.85
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
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35
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.94
81
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38
35.21
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_8006
10
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
19
2.05
79
10.07
38
35.3
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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
27
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82
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38
35.69
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
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38
35.82
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_1802
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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22
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DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_3109
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
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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
18
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36
35.03
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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
16
0.9
74
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36
34.82
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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
15
1.13
74
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36
34.48
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10
224
224
3
10
sgd
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2
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22.52
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.24
74
6.25
36
34.51
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_2904
10
224
224
3
10
sgd
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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
1.23
75
6.03
36
34.69
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_2592
10
224
224
3
10
sgd
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4
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24.57
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model-npz/DenseNet121_optsgd_s10_e2_b4_lr001_3138.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.95
79
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38
34.92
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10
224
224
3
10
sgd
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4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.84
78
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37
34.93
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10
224
224
3
10
sgd
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4
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48.01
model-npz/DenseNet121_optsgd_s10_e2_b4_lr00001_1481.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.05
79
10.15
37
35.21
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_1564
10
224
224
3
10
sgd
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24.2
48.44
model-npz/DenseNet121_optsgd_s10_e2_b8_lr001_1091.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.22
80
10.5
38
35.47
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_2140
10
224
224
3
10
sgd
2
8
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12.2
12.18
24.38
48.8
model-npz/DenseNet121_optsgd_s10_e2_b8_lr0001_1567.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.17
77
10.08
38
35.44
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_2353
10
224
224
3
10
sgd
2
8
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12.2
12.14
24.3
48.65
model-npz/DenseNet121_optsgd_s10_e2_b8_lr00001_1488.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.42
76
10.89
38
35.72
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_2767
10
224
224
3
10
sgd
5
1
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2.15.1
12.2
0.96
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48.29
model-npz/DenseNet121_optsgd_s10_e5_b1_lr001_2606.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.11
73
6.16
37
35.55
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_2966
10
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.96
9.59
48.02
model-npz/DenseNet121_optsgd_s10_e5_b1_lr0001_1071.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.27
75
7.01
36
34.97
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_2338
10
224
224
3
10
sgd
5
1
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12.2
0.99
9.96
49.84
model-npz/DenseNet121_optsgd_s10_e5_b1_lr00001_2772.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.13
74
6.48
36
34.98
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_5288
10
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
1.85
9.26
46.38
model-npz/DenseNet121_optsgd_s10_e5_b2_lr001_1890.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.15
75
5.64
36
34.62
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_3574
10
224
224
3
10
sgd
5
2
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2.15.1
12.2
1.84
9.23
46.2
model-npz/DenseNet121_optsgd_s10_e5_b2_lr0001_3210.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.24
76
6.07
36
34.73