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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_6256
100
224
224
3
10
adam
2
64
0.001
2.15.1
12.2
25.22
50.47
101.02
model-npz/ResNet152_optadam_s100_e2_b64_lr0001_2526.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
69
3.15
96
7.37
43
32.81
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2477
100
224
224
3
10
adam
2
64
0.0001
2.15.1
12.2
25.23
50.48
101
model-npz/ResNet152_optadam_s100_e2_b64_lr00001_3358.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
3.06
99
7.74
43
32.68
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_3270
100
224
224
3
10
adam
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1
0.01
2.15.1
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0.33
33.22
166.14
model-npz/ResNet152_optadam_s100_e5_b1_lr001_1077.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
1,130
640
16
2.3
57
12.28
33
30.92
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_5197
100
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.32
32.52
162.7
model-npz/ResNet152_optadam_s100_e5_b1_lr0001_6967.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
2.27
55
12.48
32
30.61
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_5081
100
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.32
32.4
162.05
model-npz/ResNet152_optadam_s100_e5_b1_lr00001_2335.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.35
60
12.85
32
30.29
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_9169
100
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.51
25.5
127.56
model-npz/ResNet152_optadam_s100_e5_b2_lr001_1770.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
2.01
68
9.24
37
33
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_9176
100
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.5
25.2
126.08
model-npz/ResNet152_optadam_s100_e5_b2_lr0001_2598.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.98
52
9.23
37
32.12
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_1128
100
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.5
25.2
126.06
model-npz/ResNet152_optadam_s100_e5_b2_lr00001_5668.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
2.04
48
9.37
38
34.4
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_3003
100
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.87
21.94
109.81
model-npz/ResNet152_optadam_s100_e5_b4_lr001_1617.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.68
65
6.03
39
32.83
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_1339
100
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.87
21.86
109.38
model-npz/ResNet152_optadam_s100_e5_b4_lr0001_1877.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.8
61
6.56
39
33.19
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_1304
100
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.87
21.89
109.49
model-npz/ResNet152_optadam_s100_e5_b4_lr00001_6410.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.84
64
6.74
38
31.67
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2333
100
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
1.6
20.82
104.17
model-npz/ResNet152_optadam_s100_e5_b8_lr001_1085.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
2.15
72
6.54
40
32.81
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_1989
100
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
1.61
20.93
104.73
model-npz/ResNet152_optadam_s100_e5_b8_lr0001_1440.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.95
75
6.18
40
31.73
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_8989
100
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
1.61
21
105.04
model-npz/ResNet152_optadam_s100_e5_b8_lr00001_2759.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.3
80
6.95
40
31.29
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1883
100
224
224
3
10
adam
5
16
0.01
2.15.1
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20.27
101.39
model-npz/ResNet152_optadam_s100_e5_b16_lr001_2606.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
2.83
85
6.9
41
31.5
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2333
100
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
2.9
20.35
101.83
model-npz/ResNet152_optadam_s100_e5_b16_lr0001_2284.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
2.43
78
6.06
40
31.45
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_1758
100
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
2.9
20.36
101.88
model-npz/ResNet152_optadam_s100_e5_b16_lr00001_2257.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
2.89
87
6.58
41
31.73
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_2617
100
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
4.99
19.96
99.88
model-npz/ResNet152_optadam_s100_e5_b32_lr001_1893.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
2.73
99
6.15
42
31.72
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_2840
100
224
224
3
10
adam
5
32
0.001
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12.2
5.09
20.37
101.97
model-npz/ResNet152_optadam_s100_e5_b32_lr0001_2717.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
2.98
99
7.11
41
32.01
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_2250
100
224
224
3
10
adam
5
32
0.0001
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12.2
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20.23
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model-npz/ResNet152_optadam_s100_e5_b32_lr00001_6610.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
2.58
89
5.97
42
31.9
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_1388
100
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
10.44
20.89
104.51
model-npz/ResNet152_optadam_s100_e5_b64_lr001_1777.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
73
4.55
98
9.38
44
32.32
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_2977
100
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
10.47
20.97
104.91
model-npz/ResNet152_optadam_s100_e5_b64_lr0001_3173.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
3.82
97
8.77
45
33.54
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2575
100
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
10.28
20.57
102.89
model-npz/ResNet152_optadam_s100_e5_b64_lr00001_2000.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
3.95
99
8.6
45
33.57
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_1137
100
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.23
23.39
233.96
model-npz/ResNet152_optadam_s100_e10_b1_lr001_1707.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
3.2
56
16.86
35
32.15
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_9093
100
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.23
23.62
236.33
model-npz/ResNet152_optadam_s100_e10_b1_lr0001_2946.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
3.22
57
17.78
32
30.59
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_2578
100
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.23
23.31
233.18
model-npz/ResNet152_optadam_s100_e10_b1_lr00001_2755.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.21
58
17.34
34
30.66
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_8309
100
224
224
3
10
adam
10
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0.01
2.15.1
12.2
0.32
16.4
164.09
model-npz/ResNet152_optadam_s100_e10_b2_lr001_6638.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
3.03
48
14.02
38
32.22
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1193
100
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.32
16.41
164.16
model-npz/ResNet152_optadam_s100_e10_b2_lr0001_2112.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
2.92
64
13.67
39
35.59
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_5705
100
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.33
16.52
165.35
model-npz/ResNet152_optadam_s100_e10_b2_lr00001_2493.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.91
60
13.77
38
34.26
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1896
100
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.51
12.81
128.17
model-npz/ResNet152_optadam_s100_e10_b4_lr001_1316.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
3.14
59
10.86
41
34.05
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_1026
100
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.51
12.74
127.45
model-npz/ResNet152_optadam_s100_e10_b4_lr0001_1787.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
3.01
63
10.71
41
33.85
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_2550
100
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.52
13.02
130.25
model-npz/ResNet152_optadam_s100_e10_b4_lr00001_3311.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
2.94
55
10.38
40
33.57
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2388
100
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.88
11.45
114.6
model-npz/ResNet152_optadam_s100_e10_b8_lr001_3069.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
3.31
75
10.14
46
33.47
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1696
100
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.89
11.64
116.43
model-npz/ResNet152_optadam_s100_e10_b8_lr0001_1940.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
3.47
86
10.38
48
37.57
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_2689
100
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.87
11.43
114.36
model-npz/ResNet152_optadam_s100_e10_b8_lr00001_3108.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
3.26
76
9.93
49
38.8
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_2441
100
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
1.55
10.88
108.86
model-npz/ResNet152_optadam_s100_e10_b16_lr001_8851.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
3.91
83
8.96
48
39.18
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1137
100
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
1.51
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model-npz/ResNet152_optadam_s100_e10_b16_lr0001_8316.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
4.11
84
9.61
47
37.71
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_3401
100
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
1.53
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107.61
model-npz/ResNet152_optadam_s100_e10_b16_lr00001_2689.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
3.93
78
8.92
48
38.88
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2135
100
224
224
3
10
adam
10
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0.01
2.15.1
12.2
2.62
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
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48
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
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48
37.64
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Nvidia
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Tesla
7
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80
32
hbm2
1,130
640
52
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37.55
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Nvidia
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Tesla
7
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32
hbm2
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640
55
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38.22
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Nvidia
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Tesla
7
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32
hbm2
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640
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38.78
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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38.95
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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640
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38
35.5
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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640
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40
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
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640
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43
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
14
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44
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
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44
39.16
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
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3.1
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47
39.44
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
16
2.94
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45
38.23
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
17
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45
37.67
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
25
3.44
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49
37.98
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
25
3.27
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49
39.16
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
26
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46
37.4
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
40
4.28
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48
38
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10
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106.52
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
40
4.42
88
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47
38.95
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
38
4.17
84
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47
37.35
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
4.5
100
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48
37.4
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
4.39
93
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47
37.49
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_4213
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
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50
37.53
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_3237
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
65
5.55
98
11.18
51
38.58
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1707
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
60
5.97
100
12.69
50
38.31
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_2719
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.03
60
22.77
40
35.64
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2095
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.99
67
22.3
37
35.42
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2830
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
3.93
66
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37
35.82
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_2602
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
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4.1
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47
38.75
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2251
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
15
4.1
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47
40.96
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
16
4.07
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46
40.57
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.58
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48
40.32
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
4.55
55
15.89
48
40.59
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_4552
1,000
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
4.64
58
15.93
48
40.33
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2233
1,000
224
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
5.34
87
15.36
52
40.3
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1,000
224
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
5.07
77
14.86
51
40.53
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2137
1,000
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
5.27
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15.26
50
39.88
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1207
1,000
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3
10
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model-npz/ResNet152_optadam_s1000_e2_b16_lr001_6768.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.3
85
14.02
52
40.39
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3
10
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16
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model-npz/ResNet152_optadam_s1000_e2_b16_lr0001_1241.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
6.98
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15.28
51
40.71
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2848
1,000
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224
3
10
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16
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.35
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14.16
50
39.33
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1798
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Nvidia
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7
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80
32
hbm2
1,130
640
66
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52
40.27
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Nvidia
Tesla V100S-PCIE-32GB
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7
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80
32
hbm2
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640
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52
39.7
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
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51
39.37
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
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53
39.62
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
61
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54
40.36
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
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54
41.13
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model-npz/ResNet152_optadam_s1000_e5_b16_lr001_2881.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
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59
42.23
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
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60
45.82
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
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86
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58
45.81
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224
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10
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model-npz/ResNet152_optadam_s1000_e5_b32_lr001_3348.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
14.24
99
27.24
60
45.04
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2705
1,000
224
224
3
10
adam
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model-npz/ResNet152_optadam_s1000_e5_b32_lr0001_8440.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
13.95
99
26.39
61
45.59
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2622
1,000
224
224
3
10
adam
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model-npz/ResNet152_optadam_s1000_e5_b32_lr00001_1157.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
14.42
99
26.84
58
44.57
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_4492
1,000
224
224
3
10
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model-npz/ResNet152_optadam_s1000_e5_b64_lr001_1676.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
14.42
100
26.37
61
45.35
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_7917
1,000
224
224
3
10
adam
5
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27.25
136.34
model-npz/ResNet152_optadam_s1000_e5_b64_lr0001_5302.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
14.86
99
27.35
59
44.63
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2188
1,000
224
224
3
10
adam
5
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model-npz/ResNet152_optadam_s1000_e5_b64_lr00001_2780.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
74
15.24
99
27.51
61
45.11
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_1089
10
224
224
3
10
sgd
1
8
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54.42
54.45
model-npz/ResNet152_optsgd_s10_e1_b8_lr0001_4227.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.3
79
4.34
43
39.42
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_3059
10
224
224
3
10
sgd
1
8
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57.28
57.31
model-npz/ResNet152_optsgd_s10_e1_b8_lr00001_7912.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.91
68
3.56
40
37.04
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_2649
10
224
224
3
10
sgd
2
1
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55.16
model-npz/ResNet152_optsgd_s10_e2_b1_lr001_3392.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.41
34
1.59
38
36.94
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3060
10
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
2.74
27.49
55.01
model-npz/ResNet152_optsgd_s10_e2_b1_lr0001_2714.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.41
58
2.19
37
35.65
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_2351
10
224
224
3
10
sgd
2
1
0.0001
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12.2
2.75
27.57
55.18
model-npz/ResNet152_optsgd_s10_e2_b1_lr00001_2939.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.48
49
1.98
38
36.06
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_8904
10
224
224
3
10
sgd
2
2
0.01
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12.2
5.46
27.32
54.67
model-npz/ResNet152_optsgd_s10_e2_b2_lr001_4453.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.58
37
2.29
37
35.31