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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2680
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
30.78
61.59
123.21
model-npz/ResNet152_optadam_s100_e2_b64_lr0001_1893.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
2.73
100
11.3
43
37.07
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2958
100
224
224
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10
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0.0001
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60.54
121.11
model-npz/ResNet152_optadam_s100_e2_b64_lr00001_1352.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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100
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44
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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_1823
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224
3
10
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1
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37.44
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model-npz/ResNet152_optadam_s100_e5_b1_lr001_5497.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
16
2.94
71
17.04
40
36.95
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_3057
100
224
224
3
10
adam
5
1
0.001
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12.2
0.37
37.4
187.03
model-npz/ResNet152_optadam_s100_e5_b1_lr0001_1036.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
3
75
17.02
40
37.05
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_2829
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.37
37.72
188.64
model-npz/ResNet152_optadam_s100_e5_b1_lr00001_8413.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
3
80
17.08
40
37.07
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_3355
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.6
30.04
150.27
model-npz/ResNet152_optadam_s100_e5_b2_lr001_4709.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.63
74
12.39
41
36.76
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_2048
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.59
29.79
148.98
model-npz/ResNet152_optadam_s100_e5_b2_lr0001_2150.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.67
77
12.7
41
36.67
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_1871
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.56
28.11
140.6
model-npz/ResNet152_optadam_s100_e5_b2_lr00001_1430.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.89
82
13.49
42
36.92
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1621
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
1.02
25.71
128.62
model-npz/ResNet152_optadam_s100_e5_b4_lr001_2829.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2.5
82
9.9
42
37.17
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2226
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
1.03
25.86
129.34
model-npz/ResNet152_optadam_s100_e5_b4_lr0001_1109.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
2.36
74
9.39
42
37.13
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_8343
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
1.04
26.16
130.87
model-npz/ResNet152_optadam_s100_e5_b4_lr00001_2173.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
2.43
76
9.78
42
37.31
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2624
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
1.93
25.17
125.89
model-npz/ResNet152_optadam_s100_e5_b8_lr001_2724.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.33
85
8.56
43
37.26
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_4973
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
1.89
24.62
123.14
model-npz/ResNet152_optadam_s100_e5_b8_lr0001_5358.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.49
86
8.44
43
37.29
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_6299
100
224
224
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10
adam
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8
0.0001
2.15.1
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25.03
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model-npz/ResNet152_optadam_s100_e5_b8_lr00001_1108.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.38
89
8.35
43
37.31
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1861
100
224
224
3
10
adam
5
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0.01
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model-npz/ResNet152_optadam_s100_e5_b16_lr001_6388.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.51
99
7.96
44
37.59
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2314
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
3.47
24.32
121.63
model-npz/ResNet152_optadam_s100_e5_b16_lr0001_2853.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
2.7
99
8.56
44
37.34
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_3241
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
3.53
24.78
123.95
model-npz/ResNet152_optadam_s100_e5_b16_lr00001_1436.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.47
99
7.54
35
27.4
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_5157
100
224
224
3
10
adam
5
32
0.01
2.15.1
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6.03
24.14
120.74
model-npz/ResNet152_optadam_s100_e5_b32_lr001_3273.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
2.8
100
8.39
36
30.18
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1697
100
224
224
3
10
adam
5
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model-npz/ResNet152_optadam_s100_e5_b32_lr0001_1430.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
2.62
100
8.3
37
30.94
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_1359
100
224
224
3
10
adam
5
32
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24
120.03
model-npz/ResNet152_optadam_s100_e5_b32_lr00001_1743.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
2.98
100
9.8
37
31.16
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_7560
100
224
224
3
10
adam
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2.15.1
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25.34
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model-npz/ResNet152_optadam_s100_e5_b64_lr001_1538.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
3.76
100
13.24
39
31.79
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_8727
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
12.59
25.2
126.04
model-npz/ResNet152_optadam_s100_e5_b64_lr0001_3113.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
59
3.52
100
12.62
39
32.11
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2791
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
12.6
25.2
126.07
model-npz/ResNet152_optadam_s100_e5_b64_lr00001_6605.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
3.34
100
11.42
39
32.17
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_1184
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.27
26.97
269.73
model-npz/ResNet152_optadam_s100_e10_b1_lr001_2270.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.08
71
23.93
36
32.45
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_2446
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.26
26.8
268.1
model-npz/ResNet152_optadam_s100_e10_b1_lr0001_5888.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
4.17
76
24.18
36
32.84
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_1855
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.26
26.45
264.61
model-npz/ResNet152_optadam_s100_e10_b1_lr00001_2421.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
11
4.18
54
24.45
36
32.9
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1610
100
224
224
3
10
adam
10
2
0.01
2.15.1
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18.93
189.38
model-npz/ResNet152_optadam_s100_e10_b2_lr001_1587.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.13
80
19.64
36
32.42
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1825
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.37
18.89
188.94
model-npz/ResNet152_optadam_s100_e10_b2_lr0001_2662.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
4.26
78
20.09
36
32.39
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_3061
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.38
19.05
190.57
model-npz/ResNet152_optadam_s100_e10_b2_lr00001_2970.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
4.2
72
20.16
36
32.23
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2392
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.6
15.09
150.93
model-npz/ResNet152_optadam_s100_e10_b4_lr001_5878.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
4.19
78
16.47
37
32.1
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_2102
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.6
15.06
150.72
model-npz/ResNet152_optadam_s100_e10_b4_lr0001_8867.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
4.17
78
16.17
37
31.97
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_2220
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.6
15.2
152.06
model-npz/ResNet152_optadam_s100_e10_b4_lr00001_7070.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
4.04
84
15.65
37
31.74
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_3701
100
224
224
3
10
adam
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0.01
2.15.1
12.2
1.07
13.93
139.42
model-npz/ResNet152_optadam_s100_e10_b8_lr001_2354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
4
85
13.57
38
31.86
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1622
100
224
224
3
10
adam
10
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0.001
2.15.1
12.2
1.04
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model-npz/ResNet152_optadam_s100_e10_b8_lr0001_5920.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
4.07
86
13.8
39
32.22
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1796
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
1.04
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model-npz/ResNet152_optadam_s100_e10_b8_lr00001_2986.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
4.22
89
14.31
38
32.47
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_5731
100
224
224
3
10
adam
10
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0.01
2.15.1
12.2
1.87
13.14
131.43
model-npz/ResNet152_optadam_s100_e10_b16_lr001_7394.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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4.49
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12.77
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32.37
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_2881
100
224
224
3
10
adam
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0.001
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model-npz/ResNet152_optadam_s100_e10_b16_lr0001_2719.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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39
4.66
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12.65
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32.58
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_2312
100
224
224
3
10
adam
10
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0.0001
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model-npz/ResNet152_optadam_s100_e10_b16_lr00001_2269.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
4.47
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12.74
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32.48
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2171
100
224
224
3
10
adam
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
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51
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6
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16
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732.2
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Nvidia
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Tesla
6
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16
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732.2
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47
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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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Tesla
6
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16
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732.2
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33.3
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6
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16
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33.45
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6
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Nvidia
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6
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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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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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Nvidia
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6
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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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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732.2
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32.11
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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18
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32.14
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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37
32.21
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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39
31.96
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
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38
32.28
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
27
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39
32.08
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
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732.2
0
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32.23
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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37
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38
31.71
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
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31.85
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
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100
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39
31.82
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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
0
52
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100
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39
32.3
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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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32.33
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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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100
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41
32.74
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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
0
67
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100
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41
33.05
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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
0
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100
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41
33.16
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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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37
34.09
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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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16
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37
33.99
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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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34.03
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10
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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38
33.85
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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
0
17
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38
33.99
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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
0
16
6.08
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39
34.34
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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
0
21
6.53
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40
34.11
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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
0
22
6.67
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25.95
40
34.57
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
28
7.01
100
23.38
42
31.59
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1927
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224
224
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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
0
27
6.76
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42
34.34
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3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
27
6.79
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42
34.54
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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
0
38
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44
34.71
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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
38
7.43
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42
34.5
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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
39
7.63
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42
34.24
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6
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6
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16
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41
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6
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16
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Nvidia
Tesla P100-PCIE-16GB
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6
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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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732.2
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24
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
16
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10
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
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31
29.18
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10
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
15
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68
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31
29.13
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10
224
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
16
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10
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
15
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72
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31
29.08
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10
224
224
3
10
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model-npz/ResNet152_optsgd_s10_e5_b2_lr00001_5387.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.73
69
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31
29.11
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10
224
224
3
10
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4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
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31
28.86
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10
224
224
3
10
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69
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
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81
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