Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Tesla
6
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56
16
hbm2
732.2
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40
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
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Nvidia
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Tesla
6
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hbm2
732.2
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37
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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Tesla
6
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16
hbm2
732.2
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34
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Nvidia
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Tesla
6
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hbm2
732.2
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Nvidia
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Tesla
6
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16
hbm2
732.2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
0
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30
29.39
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model-npz/MobileNet_optadam_s1000_e1_b1_lr00001_1674.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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36
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30
29.21
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
2.95
100
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30
29.14
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_2943
1,000
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224
3
10
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model-npz/MobileNet_optadam_s1000_e1_b2_lr0001_1095.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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100
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30
29.17
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2316
1,000
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224
3
10
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model-npz/MobileNet_optadam_s1000_e1_b2_lr00001_2666.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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62
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30
29.14
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3
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model-npz/MobileNet_optadam_s1000_e1_b4_lr001_2676.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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57
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30
28.91
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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
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54
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28.89
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3
10
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model-npz/MobileNet_optadam_s1000_e1_b4_lr00001_9375.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
16
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59
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30
28.46
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3
10
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model-npz/MobileNet_optadam_s1000_e1_b8_lr001_2685.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
3.1
100
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31
28.57
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_1389
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224
224
3
10
adam
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model-npz/MobileNet_optadam_s1000_e1_b8_lr0001_6410.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
3.22
75
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31
28.67
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224
3
10
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model-npz/MobileNet_optadam_s1000_e1_b8_lr00001_9665.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
2.92
100
11.05
31
28.53
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1527
1,000
224
224
3
10
adam
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22.49
model-npz/MobileNet_optadam_s1000_e1_b16_lr001_1933.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.5
82
11.02
32
28.65
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_2369
1,000
224
224
3
10
adam
1
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22.45
22.47
model-npz/MobileNet_optadam_s1000_e1_b16_lr0001_1055.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
3.92
100
14.08
32
29.3
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3109
1,000
224
224
3
10
adam
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22.36
model-npz/MobileNet_optadam_s1000_e1_b16_lr00001_2408.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
3.31
82
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32
29.02
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2898
1,000
224
224
3
10
adam
1
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22.32
22.35
model-npz/MobileNet_optadam_s1000_e1_b32_lr001_1068.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.76
84
11.68
32
29.45
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_3096
1,000
224
224
3
10
adam
1
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22.64
22.66
model-npz/MobileNet_optadam_s1000_e1_b32_lr0001_1843.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
4.25
85
12.66
33
29.47
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1189
1,000
224
224
3
10
adam
1
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22.54
22.56
model-npz/MobileNet_optadam_s1000_e1_b32_lr00001_2776.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
3.71
85
11.27
33
29.46
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_2226
1,000
224
224
3
10
adam
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23.56
23.59
model-npz/MobileNet_optadam_s1000_e1_b64_lr001_1872.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
5.25
95
15.87
34
30.31
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_7534
1,000
224
224
3
10
adam
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24.87
model-npz/MobileNet_optadam_s1000_e1_b64_lr0001_2368.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
4.27
96
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35
30.58
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1921
1,000
224
224
3
10
adam
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23.79
model-npz/MobileNet_optadam_s1000_e1_b64_lr00001_3172.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
5.02
100
16.73
35
30.9
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_2915
1,000
224
224
3
10
adam
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34.74
69.52
model-npz/MobileNet_optadam_s1000_e2_b1_lr001_2544.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
3.65
52
21.59
32
30.09
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_1806
1,000
224
224
3
10
adam
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1
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33.95
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model-npz/MobileNet_optadam_s1000_e2_b1_lr0001_5425.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.79
71
21.66
30
29.05
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2040
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224
224
3
10
adam
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1
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model-npz/MobileNet_optadam_s1000_e2_b1_lr00001_2798.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.73
36
22.03
29
28.81
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_2276
1,000
224
224
3
10
adam
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2
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model-npz/MobileNet_optadam_s1000_e2_b2_lr001_4064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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3.91
42
19.17
30
28.81
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1240
1,000
224
224
3
10
adam
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2
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model-npz/MobileNet_optadam_s1000_e2_b2_lr0001_2358.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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4.13
43
19.96
31
29.43
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1468
1,000
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224
3
10
adam
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model-npz/MobileNet_optadam_s1000_e2_b2_lr00001_5157.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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3.79
41
18.44
31
29.66
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_8648
1,000
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224
3
10
adam
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model-npz/MobileNet_optadam_s1000_e2_b4_lr001_2472.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.53
91
18.42
31
29.6
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1540
1,000
224
224
3
10
adam
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model-npz/MobileNet_optadam_s1000_e2_b4_lr0001_2507.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.58
64
17.68
32
29.81
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2348
1,000
224
224
3
10
adam
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model-npz/MobileNet_optadam_s1000_e2_b4_lr00001_2690.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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4.42
56
17.41
32
29.96
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_8379
1,000
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3
10
adam
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26.62
model-npz/MobileNet_optadam_s1000_e2_b8_lr001_1855.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
4.86
78
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33
30.12
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_3695
1,000
224
224
3
10
adam
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8
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26.34
model-npz/MobileNet_optadam_s1000_e2_b8_lr0001_1217.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
5.01
77
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33
30.34
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_8775
1,000
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3
10
adam
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model-npz/MobileNet_optadam_s1000_e2_b8_lr00001_5546.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
5.21
74
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33
30.52
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1991
1,000
224
224
3
10
adam
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16
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model-npz/MobileNet_optadam_s1000_e2_b16_lr001_2440.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
6.53
100
20.08
34
30.66
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_9583
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224
224
3
10
adam
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16
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model-npz/MobileNet_optadam_s1000_e2_b16_lr0001_3338.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
6.03
100
19.28
34
30.73
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3064
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224
224
3
10
adam
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model-npz/MobileNet_optadam_s1000_e2_b16_lr00001_1261.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_3739
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3
10
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model-npz/MobileNet_optadam_s1000_e2_b32_lr001_1437.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
6.41
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18.49
34
30.91
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1806
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224
3
10
adam
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32
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12.51
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model-npz/MobileNet_optadam_s1000_e2_b32_lr0001_1048.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
5.69
100
17.3
34
30.98
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_3249
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224
3
10
adam
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32
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24.8
model-npz/MobileNet_optadam_s1000_e2_b32_lr00001_2259.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
6.55
86
18.05
35
31.25
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_7168
1,000
224
224
3
10
adam
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26.06
model-npz/MobileNet_optadam_s1000_e2_b64_lr001_1846.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
7.01
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19.81
35
31.79
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1992
1,000
224
224
3
10
adam
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13.09
26.22
model-npz/MobileNet_optadam_s1000_e2_b64_lr0001_1342.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
7.85
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22.15
36
32.12
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1353
1,000
224
224
3
10
adam
2
64
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26.62
model-npz/MobileNet_optadam_s1000_e2_b64_lr00001_6686.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
7.51
96
20.76
36
32.41
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_1135
1,000
224
224
3
10
adam
5
1
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29.86
149.36
model-npz/MobileNet_optadam_s1000_e5_b1_lr001_3336.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
4.51
37
26.98
33
30.5
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_2057
1,000
224
224
3
10
adam
5
1
0.001
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28.49
142.47
model-npz/MobileNet_optadam_s1000_e5_b1_lr0001_2547.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
4.68
71
27.6
30
29.76
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2079
1,000
224
224
3
10
adam
5
1
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28.39
141.97
model-npz/MobileNet_optadam_s1000_e5_b1_lr00001_2276.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
4.75
63
27.91
30
29.61
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_1552
1,000
224
224
3
10
adam
5
2
0.01
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16.33
81.69
model-npz/MobileNet_optadam_s1000_e5_b2_lr001_2248.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
5.7
82
28
32
30.33
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_1585
1,000
224
224
3
10
adam
5
2
0.001
2.15.1
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16.78
83.95
model-npz/MobileNet_optadam_s1000_e5_b2_lr0001_2080.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
5.55
63
26.94
33
31.24
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1897
1,000
224
224
3
10
adam
5
2
0.0001
2.15.1
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0.03
16.41
82.09
model-npz/MobileNet_optadam_s1000_e5_b2_lr00001_3140.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
5.67
100
27.75
33
31.67
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_3550
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
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10.38
51.91
model-npz/MobileNet_optadam_s1000_e5_b4_lr001_1817.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
7.09
61
26.99
34
31.85
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_4667
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.04
10.4
52.04
model-npz/MobileNet_optadam_s1000_e5_b4_lr0001_2792.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
7.28
96
28.45
34
32.3
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3183
1,000
224
224
3
10
adam
5
4
0.0001
2.15.1
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0.04
10.68
53.44
model-npz/MobileNet_optadam_s1000_e5_b4_lr00001_3028.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
7.13
53
27.26
35
32.65
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_9639
1,000
224
224
3
10
adam
5
8
0.01
2.15.1
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0.06
7.55
37.79
model-npz/MobileNet_optadam_s1000_e5_b8_lr001_2064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
8.75
75
27.34
36
32.77
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_2306
1,000
224
224
3
10
adam
5
8
0.001
2.15.1
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0.06
7.61
38.07
model-npz/MobileNet_optadam_s1000_e5_b8_lr0001_1507.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
8.9
75
27.58
36
33.03
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_8953
1,000
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.06
7.53
37.71
model-npz/MobileNet_optadam_s1000_e5_b8_lr00001_8507.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
9.16
75
28.66
37
33.51
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_2254
1,000
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.11
6.92
34.64
model-npz/MobileNet_optadam_s1000_e5_b16_lr001_2116.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
10.35
82
28.91
37
33.77
MobileNet_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_1306
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.11
6.73
33.69
model-npz/MobileNet_optadam_s1000_e5_b16_lr0001_3041.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
10.41
88
29.41
37
33.95