Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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99
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41
32.68
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1990
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224
224
3
10
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model-npz/DenseNet169_optadam_s100_e10_b64_lr0001_6829.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
6.14
99
18.56
42
33.9
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224
224
3
10
adam
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145.43
model-npz/DenseNet169_optadam_s100_e10_b64_lr00001_2569.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
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42
33.96
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10
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model-npz/DenseNet169_optadam_s1000_e1_b1_lr001_5974.npz
Nvidia
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Tesla
6
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16
hbm2
732.2
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17
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78
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37
30.78
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1158
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
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Nvidia
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Tesla
6
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16
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29.16
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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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29.1
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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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29.29
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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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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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17
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32
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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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17
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29.36
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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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25
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33
29.64
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224
3
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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33
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224
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10
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model-npz/DenseNet169_optadam_s1000_e1_b8_lr00001_2172.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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22
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79
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34
29.9
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224
3
10
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model-npz/DenseNet169_optadam_s1000_e1_b16_lr001_1498.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.62
84
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36
30.12
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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
31
4.09
88
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37
30.75
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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
31
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36
31
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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
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91
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38
31.36
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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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90
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38
31.99
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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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99
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38
31.78
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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
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100
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42
33.09
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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
60
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99
20.25
43
34.37
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_3367
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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
59
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99
18.2
43
34.2
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_7064
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224
3
10
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model-npz/DenseNet169_optadam_s1000_e2_b1_lr001_1537.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.23
80
21.43
37
30.6
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_1198
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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
2.32
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30
29.29
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_4397
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224
224
3
10
adam
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model-npz/DenseNet169_optadam_s1000_e2_b1_lr00001_1241.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
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78
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30
29.43
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224
3
10
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model-npz/DenseNet169_optadam_s1000_e2_b2_lr001_4605.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.51
77
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32
29.82
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_3007
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224
224
3
10
adam
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model-npz/DenseNet169_optadam_s1000_e2_b2_lr0001_5274.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.51
75
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32
30.11
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1610
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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
2.49
76
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32
30.12
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224
224
3
10
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model-npz/DenseNet169_optadam_s1000_e2_b4_lr001_8071.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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20
3.4
76
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34
30.54
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224
224
3
10
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model-npz/DenseNet169_optadam_s1000_e2_b4_lr0001_1573.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.39
78
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34
30.7
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2433
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224
224
3
10
adam
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model-npz/DenseNet169_optadam_s1000_e2_b4_lr00001_1748.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.46
77
16
34
30.93
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1975
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224
224
3
10
adam
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model-npz/DenseNet169_optadam_s1000_e2_b8_lr001_3576.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
4.37
79
14.82
35
31.02
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1,000
224
224
3
10
adam
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8
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78.05
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model-npz/DenseNet169_optadam_s1000_e2_b8_lr0001_8212.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
4.13
80
14.04
35
30.98
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_8435
1,000
224
224
3
10
adam
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79.37
158.79
model-npz/DenseNet169_optadam_s1000_e2_b8_lr00001_3713.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
4.26
78
14.64
36
31
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224
224
3
10
adam
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16
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model-npz/DenseNet169_optadam_s1000_e2_b16_lr001_6482.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
5.71
90
16.57
38
31.67
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1601
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224
224
3
10
adam
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16
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model-npz/DenseNet169_optadam_s1000_e2_b16_lr0001_6205.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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5.87
88
18.03
37
32.16
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1472
1,000
224
224
3
10
adam
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16
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model-npz/DenseNet169_optadam_s1000_e2_b16_lr00001_2615.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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5.59
89
16.68
38
32.14
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224
224
3
10
adam
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32
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72.26
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model-npz/DenseNet169_optadam_s1000_e2_b32_lr001_2108.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
6.3
87
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40
32.66
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_3117
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224
224
3
10
adam
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32
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model-npz/DenseNet169_optadam_s1000_e2_b32_lr0001_2105.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
5.97
92
16.42
40
32.8
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224
3
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Nvidia
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Nvidia
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732.2
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Nvidia
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16
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Nvidia
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Tesla
6
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16
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Nvidia
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6
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Nvidia
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6
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16
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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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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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46
35.59
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224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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49
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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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39
35.53
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224
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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17
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39
35.5
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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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18
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40
35.77
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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41
36.07
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224
3
10
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model-npz/DenseNet169_optadam_s1000_e5_b8_lr0001_8358.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
7.23
78
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42
36.42
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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
22
7.17
79
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43
37.05
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224
3
10
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model-npz/DenseNet169_optadam_s1000_e5_b16_lr001_8266.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
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46
37.88
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224
224
3
10
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model-npz/DenseNet169_optadam_s1000_e5_b64_lr0001_1847.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
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100
28.8
51
40.17
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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
60
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100
29.02
54
41.73
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_8427
10
224
224
3
10
sgd
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67.39
model-npz/DenseNet169_optsgd_s10_e2_b1_lr001_1133.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.03
76
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33
31.73
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3288
10
224
224
3
10
sgd
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33.74
67.52
model-npz/DenseNet169_optsgd_s10_e2_b1_lr0001_2045.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.91
78
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33
31.37
DenseNet169_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1429
10
224
224
3
10
sgd
2
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model-npz/DenseNet169_optsgd_s10_e2_b1_lr00001_2692.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.09
78
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33
31.51