Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

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model-npz/MobileNet_optsgd_s100_e5_b4_lr00001_2679.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
2.13
100
10.42
30
28.36
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_3169
100
224
224
3
10
sgd
5
8
0.01
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12.2
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14.99
model-npz/MobileNet_optsgd_s100_e5_b8_lr001_2722.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.79
76
10.9
30
28.33
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_8107
100
224
224
3
10
sgd
5
8
0.001
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12.2
0.22
2.89
14.49
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
2.8
96
12.88
31
28.45
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_6555
100
224
224
3
10
sgd
5
8
0.0001
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12.2
0.24
3.18
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model-npz/MobileNet_optsgd_s100_e5_b8_lr00001_1277.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
3.05
100
13.09
31
28.56
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_2713
100
224
224
3
10
sgd
5
16
0.01
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2.9
14.52
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
3.05
74
11.33
31
28.6
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_3116
100
224
224
3
10
sgd
5
16
0.001
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12.2
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2.85
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model-npz/MobileNet_optsgd_s100_e5_b16_lr0001_3154.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
4.03
100
15.8
31
28.82
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_2648
100
224
224
3
10
sgd
5
16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
3.36
100
13.6
31
29.14
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2916
100
224
224
3
10
sgd
5
32
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12.2
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2.93
14.69
model-npz/MobileNet_optsgd_s100_e5_b32_lr001_3153.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
4.18
88
11.6
32
29.16
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_3372
100
224
224
3
10
sgd
5
32
0.001
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12.2
0.72
2.91
14.57
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
3.41
88
11.98
32
29.27
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_8135
100
224
224
3
10
sgd
5
32
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12.2
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2.87
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model-npz/MobileNet_optsgd_s100_e5_b32_lr00001_6523.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
2.95
99
12.84
32
29.4
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_1763
100
224
224
3
10
sgd
5
64
0.01
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12.2
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3.15
15.79
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
4.8
94
16.68
34
30.07
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_2113
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
1.59
3.19
16
model-npz/MobileNet_optsgd_s100_e5_b64_lr0001_2035.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
6.14
100
22.6
34
30.81
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2714
100
224
224
3
10
sgd
5
64
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12.2
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3.18
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
6.93
100
22.89
34
31.24
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_1370
100
224
224
3
10
sgd
10
1
0.01
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12.2
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3.56
35.68
model-npz/MobileNet_optsgd_s100_e10_b1_lr001_4368.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.96
100
17.63
32
30.62
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_3426
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.03
3.48
34.88
model-npz/MobileNet_optsgd_s100_e10_b1_lr0001_1368.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.89
52
17.34
31
29.9
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_2122
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.03
3.51
35.18
model-npz/MobileNet_optsgd_s100_e10_b1_lr00001_1845.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
2.88
100
18.06
31
29.75
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_3143
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.05
2.39
23.95
model-npz/MobileNet_optsgd_s100_e10_b2_lr001_1668.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.93
92
16.08
31
29.67
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_1098
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.05
2.38
23.88
model-npz/MobileNet_optsgd_s100_e10_b2_lr0001_3355.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.05
100
15.2
31
29.67
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_1095
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.05
2.42
24.2
model-npz/MobileNet_optsgd_s100_e10_b2_lr00001_2156.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
3.17
100
17
31
29.62
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_3167
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.07
1.79
17.93
model-npz/MobileNet_optsgd_s100_e10_b4_lr001_7222.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.76
74
14.8
31
29.57
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_3399
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.07
1.81
18.2
model-npz/MobileNet_optsgd_s100_e10_b4_lr0001_2898.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3.38
100
14.69
31
29.58
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_1295
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.07
1.76
17.62
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
3.85
100
16.28
32
29.7
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_1540
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.13
1.69
16.97
model-npz/MobileNet_optsgd_s100_e10_b8_lr001_1429.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
4.02
70
13.88
32
29.85
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_2180
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.13
1.68
16.91
model-npz/MobileNet_optsgd_s100_e10_b8_lr0001_2112.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
3.67
100
14.76
32
29.69
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_1983
100
224
224
3
10
sgd
10
8
0.0001
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0.14
1.82
18.27
model-npz/MobileNet_optsgd_s100_e10_b8_lr00001_1521.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
3.77
100
14.98
32
29.79
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_5151
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.23
1.59
15.97
model-npz/MobileNet_optsgd_s100_e10_b16_lr001_3270.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
4.86
83
16.57
33
29.98
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_1327
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.23
1.6
16.08
model-npz/MobileNet_optsgd_s100_e10_b16_lr0001_3312.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
4.98
83
15.59
33
30.3
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_2512
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.23
1.61
16.11
model-npz/MobileNet_optsgd_s100_e10_b16_lr00001_1412.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
31
5.05
100
16.3
33
30.3
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_2675
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.39
1.58
15.9
model-npz/MobileNet_optsgd_s100_e10_b32_lr001_1655.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
5.21
100
16.7
33
30.51
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_3315
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.4
1.6
16.09
model-npz/MobileNet_optsgd_s100_e10_b32_lr0001_1874.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
4.54
100
15.93
34
30.57
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_2723
100
224
224
3
10
sgd
10
32
0.0001
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0.39
1.58
15.81
model-npz/MobileNet_optsgd_s100_e10_b32_lr00001_1288.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
34
5.72
82
15.98
33
30.77
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_1197
100
224
224
3
10
sgd
10
64
0.01
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12.2
0.85
1.7
17.04
model-npz/MobileNet_optsgd_s100_e10_b64_lr001_1443.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
5.83
96
17.65
35
31.25
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_2259
100
224
224
3
10
sgd
10
64
0.001
2.15.1
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0.84
1.69
16.92
model-npz/MobileNet_optsgd_s100_e10_b64_lr0001_1048.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
7.28
93
24.28
35
32.02
MobileNet_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_1221
100
224
224
3
10
sgd
10
64
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12.2
0.84
1.7
17.02
model-npz/MobileNet_optsgd_s100_e10_b64_lr00001_2472.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
7.2
95
19.29
35
32.24
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_3176
1,000
224
224
3
10
sgd
1
1
0.01
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34.28
34.3
model-npz/MobileNet_optsgd_s1000_e1_b1_lr001_2715.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
2.82
100
18.58
33
31.25
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_9874
1,000
224
224
3
10
sgd
1
1
0.001
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34.36
34.38
model-npz/MobileNet_optsgd_s1000_e1_b1_lr0001_2911.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.82
35
17.59
31
30.04
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2644
1,000
224
224
3
10
sgd
1
1
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36.49
36.51
model-npz/MobileNet_optsgd_s1000_e1_b1_lr00001_3561.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
2.73
100
17.44
30
29.57
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_1040
1,000
224
224
3
10
sgd
1
2
0.01
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23.35
23.37
model-npz/MobileNet_optsgd_s1000_e1_b2_lr001_2626.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
2.85
100
15.42
30
29.35
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1208
1,000
224
224
3
10
sgd
1
2
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23.33
23.35
model-npz/MobileNet_optsgd_s1000_e1_b2_lr0001_4913.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
9
2.79
53
14.27
31
29.32
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2191
1,000
224
224
3
10
sgd
1
2
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23.21
23.24
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
2.98
47
15.63
31
29.37
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1,000
224
224
3
10
sgd
1
4
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17.99
18.02
model-npz/MobileNet_optsgd_s1000_e1_b4_lr001_1893.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
3.53
100
15.75
31
29.43
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_2355
1,000
224
224
3
10
sgd
1
4
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18.22
18.25
model-npz/MobileNet_optsgd_s1000_e1_b4_lr0001_1971.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3.07
100
13.29
31
29.23
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2186
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.07
17.99
18.01
model-npz/MobileNet_optsgd_s1000_e1_b4_lr00001_9911.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3.51
100
15.53
31
29.45
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_6719
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.12
15.29
15.31
model-npz/MobileNet_optsgd_s1000_e1_b8_lr001_1710.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
4.13
100
15.18
32
29.49
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_3361
1,000
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
0.12
15.09
15.11
model-npz/MobileNet_optsgd_s1000_e1_b8_lr0001_3225.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
4.09
80
15.74
32
29.5
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2050
1,000
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
0.12
15.62
15.64
model-npz/MobileNet_optsgd_s1000_e1_b8_lr00001_5135.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
4.3
80
14.5
33
29.55
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_1153
1,000
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
0.25
16.04
16.06
model-npz/MobileNet_optsgd_s1000_e1_b16_lr001_4915.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
4.98
100
17.7
33
29.83
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_3197
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.26
16.3
16.32
model-npz/MobileNet_optsgd_s1000_e1_b16_lr0001_1649.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
5.21
100
18.79
33
29.98
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2164
1,000
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
0.25
15.84
15.87
model-npz/MobileNet_optsgd_s1000_e1_b16_lr00001_1713.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
4.08
100
13.23
33
30
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2838
1,000
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
0.5
15.92
15.95
model-npz/MobileNet_optsgd_s1000_e1_b32_lr001_1354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
4.87
86
14.96
33
30.39
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_2078
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
0.48
15.56
15.58
model-npz/MobileNet_optsgd_s1000_e1_b32_lr0001_6545.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.72
100
16.86
33
30.32
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_4626
1,000
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
0.48
15.53
15.55
model-npz/MobileNet_optsgd_s1000_e1_b32_lr00001_8387.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.85
89
16.26
34
30.54
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2476
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
1.07
17.15
17.18
model-npz/MobileNet_optsgd_s1000_e1_b64_lr001_2106.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
7.45
96
23.84
35
31.1
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_1573
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
1.05
16.88
16.9
model-npz/MobileNet_optsgd_s1000_e1_b64_lr0001_2329.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
6.3
100
20.13
36
31.72
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2908
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
1.06
17
17.03
model-npz/MobileNet_optsgd_s1000_e1_b64_lr00001_7395.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
7.96
94
22.18
36
32.1
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_3163
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.03
29.83
59.7
model-npz/MobileNet_optsgd_s1000_e2_b1_lr001_1763.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
3.52
100
22.8
33
30.82
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2487
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.03
27.46
54.94
model-npz/MobileNet_optsgd_s1000_e2_b1_lr0001_1168.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.51
41
21.72
31
29.87
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3071
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.03
28.81
57.65
model-npz/MobileNet_optsgd_s1000_e2_b1_lr00001_5816.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
3.51
36
22.45
30
29.77
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_7174
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.03
17.71
35.44
model-npz/MobileNet_optsgd_s1000_e2_b2_lr001_2030.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.11
100
21.85
31
29.75
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_8077
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.04
17.84
35.71
model-npz/MobileNet_optsgd_s1000_e2_b2_lr0001_1290.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
3.84
41
19.86
31
30.07
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_5254
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.04
17.98
35.98
model-npz/MobileNet_optsgd_s1000_e2_b2_lr00001_2667.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
4.16
100
22.03
32
30.64
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_1477
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.05
12.28
24.6
model-npz/MobileNet_optsgd_s1000_e2_b4_lr001_2463.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
5.4
62
21.29
32
30.71