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MobileNetV2_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_2845
1,000
224
224
3
10
adam
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16
0.01
2.15.1
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model-npz/MobileNetV2_optadam_s1000_e10_b16_lr001_4676.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
27
11.81
72
31.37
39
35.25
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_6874
100
224
224
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10
sgd
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model-npz/MobileNetV2_optsgd_s100_e1_b4_lr00001_2093.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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37
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MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_3335
100
224
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3
10
sgd
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2.15.1
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model-npz/MobileNetV2_optsgd_s100_e1_b8_lr001_2997.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
hbm2
732.2
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1.56
76
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34
32.84
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_1221
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
1.69
22.02
22.04
model-npz/MobileNetV2_optsgd_s100_e1_b8_lr0001_2697.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.43
70
6.38
33
31.86
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_4935
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
1.71
22.34
22.37
model-npz/MobileNetV2_optsgd_s100_e1_b8_lr00001_2013.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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hbm2
732.2
0
19
1.37
77
6.45
32
30.72
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_3178
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
3.19
22.34
22.37
model-npz/MobileNetV2_optsgd_s100_e1_b16_lr001_2218.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.83
78
8.1
32
30.29
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_3014
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
3.19
22.35
22.38
model-npz/MobileNetV2_optsgd_s100_e1_b16_lr0001_1942.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.74
76
7.16
32
30.12
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_1267
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
3.14
22.04
22.06
model-npz/MobileNetV2_optsgd_s100_e1_b16_lr00001_8582.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
1.84
76
7
31
29.7
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_1202
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
5.75
23.03
23.06
model-npz/MobileNetV2_optsgd_s100_e1_b32_lr001_1558.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.36
73
6.07
31
29.62
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_1753
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
5.57
22.32
22.35
model-npz/MobileNetV2_optsgd_s100_e1_b32_lr0001_1036.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
1.61
74
6.41
31
29.69
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_4473
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
5.53
22.14
22.17
model-npz/MobileNetV2_optsgd_s100_e1_b32_lr00001_6096.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.05
81
7.84
31
29.64
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_4742
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
12.23
24.49
24.52
model-npz/MobileNetV2_optsgd_s100_e1_b64_lr001_2972.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
32
3.51
94
12.75
34
30.02
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_1027
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
11.82
23.66
23.69
model-npz/MobileNetV2_optsgd_s100_e1_b64_lr0001_2818.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
3.95
95
13.41
34
30.7
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_2010
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
11.82
23.67
23.7
model-npz/MobileNetV2_optsgd_s100_e1_b64_lr00001_3037.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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2.25
92
8.78
34
30.94
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_4024
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.14
14.65
29.35
model-npz/MobileNetV2_optsgd_s100_e2_b1_lr001_2389.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.04
51
7.19
31
30.18
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_6817
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.15
14.74
29.52
model-npz/MobileNetV2_optsgd_s100_e2_b1_lr0001_3238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
4
0.94
24
7
30
29.27
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_2134
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.15
14.75
29.52
model-npz/MobileNetV2_optsgd_s100_e2_b1_lr00001_1287.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
1.09
47
7.83
30
29.03
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_1898
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.25
12.37
24.77
model-npz/MobileNetV2_optsgd_s100_e2_b2_lr001_2451.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.19
58
6.16
30
29.06
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_7501
100
224
224
3
10
sgd
2
2
0.001
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0.25
12.5
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model-npz/MobileNetV2_optsgd_s100_e2_b2_lr0001_2322.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.08
69
5.8
30
29.02
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1659
100
224
224
3
10
sgd
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2
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2.15.1
12.2
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12.29
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model-npz/MobileNetV2_optsgd_s100_e2_b2_lr00001_3334.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.11
49
6.08
29
28.85
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_2460
100
224
224
3
10
sgd
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4
0.01
2.15.1
12.2
0.47
11.76
23.54
model-npz/MobileNetV2_optsgd_s100_e2_b4_lr001_4909.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.14
100
4.98
30
28.92
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_2815
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.45
11.29
22.61
model-npz/MobileNetV2_optsgd_s100_e2_b4_lr0001_6318.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
10
1.09
42
4.6
30
28.38
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_4509
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.46
11.55
23.13
model-npz/MobileNetV2_optsgd_s100_e2_b4_lr00001_1049.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.21
63
5.21
29
28.54
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2395
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.87
11.4
22.83
model-npz/MobileNetV2_optsgd_s100_e2_b8_lr001_1163.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.75
78
7.35
30
28.45
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_1510
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.92
11.94
23.92
model-npz/MobileNetV2_optsgd_s100_e2_b8_lr0001_1554.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.74
73
6.9
30
28.49
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_9272
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.89
11.58
23.19
model-npz/MobileNetV2_optsgd_s100_e2_b8_lr00001_2037.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.61
72
6.7
30
28.75
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_1582
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
1.6
11.23
22.48
model-npz/MobileNetV2_optsgd_s100_e2_b16_lr001_3127.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.07
73
8
31
28.96
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_1386
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
1.62
11.34
22.71
model-npz/MobileNetV2_optsgd_s100_e2_b16_lr0001_1450.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.78
76
7.12
30
28.95
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_2039
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
1.66
11.63
23.3
model-npz/MobileNetV2_optsgd_s100_e2_b16_lr00001_3064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
1.97
70
7.85
31
29.12
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2810
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
2.81
11.27
22.58
model-npz/MobileNetV2_optsgd_s100_e2_b32_lr001_3073.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.21
77
7.52
31
29.2
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_1344
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
2.85
11.41
22.85
model-npz/MobileNetV2_optsgd_s100_e2_b32_lr0001_1291.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
2.05
77
7.6
31
29.22
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_5141
100
224
224
3
10
sgd
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32
0.0001
2.15.1
12.2
2.82
11.31
22.65
model-npz/MobileNetV2_optsgd_s100_e2_b32_lr00001_2851.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
2.49
83
8.11
31
29.39
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1871
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
6.1
12.22
24.47
model-npz/MobileNetV2_optsgd_s100_e2_b64_lr001_3107.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
3.44
95
12.05
34
30.05
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_1078
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
5.93
11.88
23.79
model-npz/MobileNetV2_optsgd_s100_e2_b64_lr0001_1027.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
3.22
89
12.4
34
30.3
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_3042
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
6.02
12.06
24.15
model-npz/MobileNetV2_optsgd_s100_e2_b64_lr00001_1854.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
55
4.32
94
13.41
34
30.62
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_1704
100
224
224
3
10
sgd
5
1
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model-npz/MobileNetV2_optsgd_s100_e5_b1_lr001_7503.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.35
72
11.13
31
30.13
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_3334
100
224
224
3
10
sgd
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0.001
2.15.1
12.2
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model-npz/MobileNetV2_optsgd_s100_e5_b1_lr0001_2040.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.4
69
11.44
30
29.04
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_2445
100
224
224
3
10
sgd
5
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0.0001
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12.2
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model-npz/MobileNetV2_optsgd_s100_e5_b1_lr00001_1752.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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1.43
40
10.71
30
29.17
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100
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
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6.33
31.69
model-npz/MobileNetV2_optsgd_s100_e5_b2_lr001_1583.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
1.55
37
9.05
30
29.18
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_6234
100
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
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6.44
32.27
model-npz/MobileNetV2_optsgd_s100_e5_b2_lr0001_2951.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.58
65
8.88
30
29.26
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2692
100
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
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6.37
31.87
model-npz/MobileNetV2_optsgd_s100_e5_b2_lr00001_1491.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
1.54
27
9.05
30
29.28
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_8572
100
224
224
3
10
sgd
5
4
0.01
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12.2
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5.22
26.13
model-npz/MobileNetV2_optsgd_s100_e5_b4_lr001_1613.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
8
1.8
38
8.2
30
29.18
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_9082
100
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
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5.22
26.14
model-npz/MobileNetV2_optsgd_s100_e5_b4_lr0001_1759.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.8
51
7.82
30
29.2
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1533
100
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.21
5.25
26.31
model-npz/MobileNetV2_optsgd_s100_e5_b4_lr00001_1520.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.71
67
7.28
30
29.18
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_2043
100
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
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4.93
24.69
model-npz/MobileNetV2_optsgd_s100_e5_b8_lr001_2868.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.56
72
9.98
31
29.3
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_1796
100
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.38
5.02
25.14
model-npz/MobileNetV2_optsgd_s100_e5_b8_lr0001_2104.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.56
73
9.83
31
29.37
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_2994
100
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.38
4.93
24.71
model-npz/MobileNetV2_optsgd_s100_e5_b8_lr00001_3139.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.59
77
10
31
29.59
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_1710
100
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.69
4.87
24.38
model-npz/MobileNetV2_optsgd_s100_e5_b16_lr001_2527.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
2.86
70
8.95
32
29.48
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_2425
100
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.68
4.81
24.1
model-npz/MobileNetV2_optsgd_s100_e5_b16_lr0001_1646.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
2.48
76
8.87
32
29.6
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_3340
100
224
224
3
10
sgd
5
16
0.0001
2.15.1
12.2
0.69
4.87
24.38
model-npz/MobileNetV2_optsgd_s100_e5_b16_lr00001_2042.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
2.55
74
9.02
32
29.85
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_9960
100
224
224
3
10
sgd
5
32
0.01
2.15.1
12.2
1.18
4.74
23.76
model-npz/MobileNetV2_optsgd_s100_e5_b32_lr001_1797.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
3.05
79
10.44
32
29.75
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_8727
100
224
224
3
10
sgd
5
32
0.001
2.15.1
12.2
1.18
4.73
23.71
model-npz/MobileNetV2_optsgd_s100_e5_b32_lr0001_3229.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
3.1
78
10.33
33
30.07
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_2933
100
224
224
3
10
sgd
5
32
0.0001
2.15.1
12.2
1.22
4.88
24.43
model-npz/MobileNetV2_optsgd_s100_e5_b32_lr00001_2697.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
3.03
77
10.52
33
30.3
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_6832
100
224
224
3
10
sgd
5
64
0.01
2.15.1
12.2
2.47
4.95
24.81
model-npz/MobileNetV2_optsgd_s100_e5_b64_lr001_1610.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
5.05
95
16.61
34
30.44
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_3370
100
224
224
3
10
sgd
5
64
0.001
2.15.1
12.2
2.49
4.99
24.97
model-npz/MobileNetV2_optsgd_s100_e5_b64_lr0001_2894.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
43
4.53
97
16.06
35
31.13
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2149
100
224
224
3
10
sgd
5
64
0.0001
2.15.1
12.2
2.48
4.98
24.92
model-npz/MobileNetV2_optsgd_s100_e5_b64_lr00001_1262.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
4.02
96
12.47
35
31.47
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_5541
100
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.06
6.47
64.77
model-npz/MobileNetV2_optsgd_s100_e10_b1_lr001_3388.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.91
74
15.25
32
30.71
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_2038
100
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.07
6.67
66.74
model-npz/MobileNetV2_optsgd_s100_e10_b1_lr0001_3324.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
6
1.76
26
15.03
30
29.35
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_1111
100
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.07
6.71
67.15
model-npz/MobileNetV2_optsgd_s100_e10_b1_lr00001_2620.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.77
71
14.54
30
29.07
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_5689
100
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.09
4.38
43.83
model-npz/MobileNetV2_optsgd_s100_e10_b2_lr001_2762.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.17
69
14.03
30
28.95
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_8913
100
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.08
4.28
42.86
model-npz/MobileNetV2_optsgd_s100_e10_b2_lr0001_2445.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.28
68
13.18
30
29.4
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_6935
100
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.09
4.39
43.99
model-npz/MobileNetV2_optsgd_s100_e10_b2_lr00001_1991.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.25
100
13.85
30
29.55
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_1285
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
0.13
3.18
31.82
model-npz/MobileNetV2_optsgd_s100_e10_b4_lr001_7624.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
2.68
69
11.59
31
29.82
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1294
100
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
0.13
3.24
32.5
model-npz/MobileNetV2_optsgd_s100_e10_b4_lr0001_1110.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
2.63
62
11.09
31
29.58
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_2199
100
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
0.13
3.23
32.41
model-npz/MobileNetV2_optsgd_s100_e10_b4_lr00001_1053.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.73
52
11.46
31
29.72
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_9992
100
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
0.22
2.82
28.3
model-npz/MobileNetV2_optsgd_s100_e10_b8_lr001_1407.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
3.6
71
13.06
32
30.1
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_3068
100
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
0.22
2.84
28.42
model-npz/MobileNetV2_optsgd_s100_e10_b8_lr0001_1131.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
3.49
76
12.63
32
30.22
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_3107
100
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
0.22
2.86
28.65
model-npz/MobileNetV2_optsgd_s100_e10_b8_lr00001_3024.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.54
74
12.41
32
30.34
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_2210
100
224
224
3
10
sgd
10
16
0.01
2.15.1
12.2
0.38
2.7
27.04
model-npz/MobileNetV2_optsgd_s100_e10_b16_lr001_1033.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
3.51
75
11.54
33
30.49
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_9678
100
224
224
3
10
sgd
10
16
0.001
2.15.1
12.2
0.37
2.61
26.19
model-npz/MobileNetV2_optsgd_s100_e10_b16_lr0001_2336.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
3.82
74
12.44
33
30.46
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1459
100
224
224
3
10
sgd
10
16
0.0001
2.15.1
12.2
0.37
2.61
26.18
model-npz/MobileNetV2_optsgd_s100_e10_b16_lr00001_1837.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
4.15
72
13.03
33
30.62
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_9613
100
224
224
3
10
sgd
10
32
0.01
2.15.1
12.2
0.64
2.57
25.71
model-npz/MobileNetV2_optsgd_s100_e10_b32_lr001_1814.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
4.05
78
12.44
34
30.91
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_2315
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.63
2.53
25.38
model-npz/MobileNetV2_optsgd_s100_e10_b32_lr0001_8803.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.98
82
12.21
34
31.21
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1210
100
224
224
3
10
sgd
10
32
0.0001
2.15.1
12.2
0.66
2.65
26.61
model-npz/MobileNetV2_optsgd_s100_e10_b32_lr00001_2868.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.01
83
12.74
34
30.84
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_4271
100
224
224
3
10
sgd
10
64
0.01
2.15.1
12.2
1.31
2.64
26.41
model-npz/MobileNetV2_optsgd_s100_e10_b64_lr001_1969.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
6
96
16.72
35
31.56
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_3311
100
224
224
3
10
sgd
10
64
0.001
2.15.1
12.2
1.34
2.69
26.99
model-npz/MobileNetV2_optsgd_s100_e10_b64_lr0001_2974.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
6.5
98
18.46
36
32
MobileNetV2_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2102
100
224
224
3
10
sgd
10
64
0.0001
2.15.1
12.2
1.29
2.59
25.96
model-npz/MobileNetV2_optsgd_s100_e10_b64_lr00001_2533.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
6.27
95
17.95
36
32.62
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_3100
1,000
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.06
66.4
66.42
model-npz/MobileNetV2_optsgd_s1000_e1_b1_lr001_1721.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.75
70
14.3
33
30.95
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_3031
1,000
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.06
66.2
66.23
model-npz/MobileNetV2_optsgd_s1000_e1_b1_lr0001_2342.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
7
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30
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30
30
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2308
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10
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model-npz/MobileNetV2_optsgd_s1000_e1_b1_lr00001_1209.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
29.09
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_2726
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224
3
10
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43.63
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model-npz/MobileNetV2_optsgd_s1000_e1_b2_lr001_1832.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.01
69
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30
29.13
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1005
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224
3
10
sgd
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model-npz/MobileNetV2_optsgd_s1000_e1_b2_lr0001_3289.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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35
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30
29.44
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2669
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224
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10
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model-npz/MobileNetV2_optsgd_s1000_e1_b2_lr00001_1967.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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70
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30
29.16
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_5798
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10
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model-npz/MobileNetV2_optsgd_s1000_e1_b4_lr001_2583.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
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59
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30
29.3
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_8263
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224
3
10
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model-npz/MobileNetV2_optsgd_s1000_e1_b4_lr0001_2886.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.39
72
11.41
30
29.24
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_7640
1,000
224
224
3
10
sgd
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32.55
32.57
model-npz/MobileNetV2_optsgd_s1000_e1_b4_lr00001_1836.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.42
62
11.46
30
29.26
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_7149
1,000
224
224
3
10
sgd
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26.13
26.15
model-npz/MobileNetV2_optsgd_s1000_e1_b8_lr001_1436.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.01
72
10.53
32
29.43
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2426
1,000
224
224
3
10
sgd
1
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26.5
26.52
model-npz/MobileNetV2_optsgd_s1000_e1_b8_lr0001_6128.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
3.13
67
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32
30
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1288
1,000
224
224
3
10
sgd
1
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26.46
26.49
model-npz/MobileNetV2_optsgd_s1000_e1_b8_lr00001_6389.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
3.22
62
10.81
32
29.75
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2068
1,000
224
224
3
10
sgd
1
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25.94
25.98
model-npz/MobileNetV2_optsgd_s1000_e1_b16_lr001_2199.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
3.78
75
11.83
33
30.22
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_9011
1,000
224
224
3
10
sgd
1
16
0.001
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0.41
26.05
26.08
model-npz/MobileNetV2_optsgd_s1000_e1_b16_lr0001_3127.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
3.79
71
12.18
33
30.44
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_8502
1,000
224
224
3
10
sgd
1
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12.2
0.4
25.62
25.65
model-npz/MobileNetV2_optsgd_s1000_e1_b16_lr00001_2823.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
3.97
72
12.46
33
30.52
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_1256
1,000
224
224
3
10
sgd
1
32
0.01
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12.2
0.8
25.55
25.58
model-npz/MobileNetV2_optsgd_s1000_e1_b32_lr001_2594.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
3.88
80
11.77
34
30.86
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_3394
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
0.78
25.13
25.17
model-npz/MobileNetV2_optsgd_s1000_e1_b32_lr0001_4300.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
4.5
84
12.97
34
30.76
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_5353
1,000
224
224
3
10
sgd
1
32
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12.2
0.79
25.31
25.34
model-npz/MobileNetV2_optsgd_s1000_e1_b32_lr00001_1964.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
4.78
85
14.46
34
31.1
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_7107
1,000
224
224
3
10
sgd
1
64
0.01
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12.2
1.65
26.39
26.42
model-npz/MobileNetV2_optsgd_s1000_e1_b64_lr001_1360.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
5.51
94
15.74
36
31.68
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_1358
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
1.64
26.32
26.35
model-npz/MobileNetV2_optsgd_s1000_e1_b64_lr0001_1425.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
5.3
93
14.93
36
32.1
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1710
1,000
224
224
3
10
sgd
1
64
0.0001
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12.2
1.63
26.08
26.1
model-npz/MobileNetV2_optsgd_s1000_e1_b64_lr00001_1670.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
5.67
91
15.84
37
32.36
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1754
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.05
55.48
111
model-npz/MobileNetV2_optsgd_s1000_e2_b1_lr001_1439.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
12
2.17
45
17.71
33
30.8
MobileNetV2_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_4683
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.05
56.22
112.46
model-npz/MobileNetV2_optsgd_s1000_e2_b1_lr0001_1130.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.05
64
17.7
30
29.18