Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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6
3,584
56
16
hbm2
732.2
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51
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48
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6
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56
16
hbm2
732.2
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61
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49
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6
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16
hbm2
732.2
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57
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6
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16
hbm2
732.2
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67
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54
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6
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16
hbm2
732.2
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40
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57
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Tesla
6
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16
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732.2
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39
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61
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Nvidia
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Tesla
6
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16
hbm2
732.2
0
39
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62
52.16
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
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61
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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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63
52.41
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1,000
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
19.6
100
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63
52.76
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Nvidia
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Tesla
6
3,584
56
16
hbm2
732.2
0
63
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100
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62
53.01
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_7259
1,000
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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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53.6
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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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100
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64
53.46
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Nvidia
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Tesla
7
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32
hbm2
1,130
640
7
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43.02
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
15
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42
40.07
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
14
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40
39.02
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
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100
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39
37.16
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
11
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37
37
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224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
16
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37
35.25
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224
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10
adam
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
10
0.51
60
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36
35.98
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224
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10
adam
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.47
100
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36
36
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2569
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224
3
10
adam
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.26
20
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37
35.91
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1
224
224
3
10
adam
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.37
100
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36
36
MobileNet_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_1287
1
224
224
3
10
adam
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.41
100
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37
35.78
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1
224
224
3
10
adam
10
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model-npz/MobileNet_optadam_s1_e10_b1_lr00001_3088.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.51
100
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36
35.98
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10
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224
3
10
adam
1
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
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37
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37
35.51
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10
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224
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10
adam
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model-npz/MobileNet_optadam_s10_e1_b1_lr0001_5585.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.8
100
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36
35.67
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_2394
10
224
224
3
10
adam
1
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model-npz/MobileNet_optadam_s10_e1_b1_lr00001_2206.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.63
100
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37
35.2
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10
224
224
3
10
adam
1
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model-npz/MobileNet_optadam_s10_e1_b2_lr001_9329.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
0.52
100
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36
35.26
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_6090
10
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224
3
10
adam
1
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model-npz/MobileNet_optadam_s10_e1_b2_lr0001_2200.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.76
100
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36
34.93
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_2402
10
224
224
3
10
adam
1
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model-npz/MobileNet_optadam_s10_e1_b2_lr00001_3418.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.72
67
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36
35.09
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_3042
10
224
224
3
10
adam
1
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18.12
model-npz/MobileNet_optadam_s10_e1_b4_lr001_7964.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.93
56
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36
34.37
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1034
10
224
224
3
10
adam
1
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model-npz/MobileNet_optadam_s10_e1_b4_lr0001_2527.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
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37
35.17
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_3343
10
224
224
3
10
adam
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model-npz/MobileNet_optadam_s10_e1_b4_lr00001_7742.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.14
100
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36
34.31
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_9790
10
224
224
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10
adam
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model-npz/MobileNet_optadam_s10_e1_b8_lr001_1363.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.26
100
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37
35.42
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1514
10
224
224
3
10
adam
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model-npz/MobileNet_optadam_s10_e1_b8_lr0001_5164.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.94
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36
34.35
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10
224
224
3
10
adam
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18.45
18.48
model-npz/MobileNet_optadam_s10_e1_b8_lr00001_6585.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.96
100
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36
35.1
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10
224
224
3
10
adam
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model-npz/MobileNet_optadam_s10_e2_b1_lr001_1258.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
5
0.28
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36
35.52
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_7340
10
224
224
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10
adam
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model-npz/MobileNet_optadam_s10_e2_b1_lr0001_1229.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.62
100
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36
35.4
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_9386
10
224
224
3
10
adam
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model-npz/MobileNet_optadam_s10_e2_b1_lr00001_5079.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.44
100
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35.4
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2676
10
224
224
3
10
adam
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model-npz/MobileNet_optadam_s10_e2_b2_lr001_3185.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.47
100
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36
34.89
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_1769
10
224
224
3
10
adam
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model-npz/MobileNet_optadam_s10_e2_b2_lr0001_2735.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.76
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4.39
36
35.09
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1454
10
224
224
3
10
adam
2
2
0.0001
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12.2
1.82
9.1
18.23
model-npz/MobileNet_optadam_s10_e2_b2_lr00001_1923.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.28
100
2.93
35
34.2
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_2657
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
3.07
9.23
18.49
model-npz/MobileNet_optadam_s10_e2_b4_lr001_2169.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.41
100
7.09
37
35.04
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_7879
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
3.1
9.31
18.69
model-npz/MobileNet_optadam_s10_e2_b4_lr0001_1786.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.17
100
6.1
36
34.62
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1174
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
3.11
9.34
18.72
model-npz/MobileNet_optadam_s10_e2_b4_lr00001_3122.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.81
100
4.85
37
35.19
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_6801
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
4.73
9.46
18.96
model-npz/MobileNet_optadam_s10_e2_b8_lr001_1387.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.27
57
4.98
36
34.44
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_8123
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
4.93
9.87
19.79
model-npz/MobileNet_optadam_s10_e2_b8_lr0001_2813.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.86
100
4.88
37
35.22
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_3392
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
4.69
9.38
18.81
model-npz/MobileNet_optadam_s10_e2_b8_lr00001_1593.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.44
100
6.27
36
34.31
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_1007
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.37
3.73
18.7
model-npz/MobileNet_optadam_s10_e5_b1_lr001_1801.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.81
100
4.6
36
35.02
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_7271
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.37
3.75
18.76
model-npz/MobileNet_optadam_s10_e5_b1_lr0001_7717.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
7
0.85
100
4.73
36
35.12
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2988
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.37
3.67
18.38
model-npz/MobileNet_optadam_s10_e5_b1_lr00001_2012.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.79
58
4.15
36
35.23
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_8919
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.73
3.64
18.23
model-npz/MobileNet_optadam_s10_e5_b2_lr001_1819.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
0.8
86
4.61
36
35.22
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_6512
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.74
3.73
18.7
model-npz/MobileNet_optadam_s10_e5_b2_lr0001_1376.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.67
100
4.33
37
35.04
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_1720
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.73
3.68
18.46
model-npz/MobileNet_optadam_s10_e5_b2_lr00001_1857.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
4
0.43
29
2.36
36
35.15
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2168
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
1.25
3.77
18.9
model-npz/MobileNet_optadam_s10_e5_b4_lr001_7917.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.06
100
5.49
37
35.26
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_6308
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
1.27
3.81
19.11
model-npz/MobileNet_optadam_s10_e5_b4_lr0001_1466.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.21
100
6.02
37
36.04
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_8299
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
1.26
3.78
18.95
model-npz/MobileNet_optadam_s10_e5_b4_lr00001_2583.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.35
100
6.76
37
34.96
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_3289
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
1.89
3.78
18.96
model-npz/MobileNet_optadam_s10_e5_b8_lr001_3368.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.37
100
6.22
37
35.94
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_2038
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
1.86
3.74
18.72
model-npz/MobileNet_optadam_s10_e5_b8_lr0001_6425.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.3
52
4.24
37
36.13
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_2264
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
1.89
3.78
18.95
model-npz/MobileNet_optadam_s10_e5_b8_lr00001_2141.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.65
100
7.25
38
35.79
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_3110
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.2
2.01
20.18
model-npz/MobileNet_optadam_s10_e10_b1_lr001_1964.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
8
0.78
100
4.88
37
36.06
MobileNet_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1722
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.2
2.01
20.15
model-npz/MobileNet_optadam_s10_e10_b1_lr0001_2332.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.06
100
6
37
35.26