Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.56
55
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
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640
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33
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
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30.23
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
20
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31.73
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
1,130
640
23
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31.33
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
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640
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30.09
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
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640
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29.94
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
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640
29
0.9
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35
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224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
0.88
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31.07
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224
224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.84
48
4.41
31
29.4
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1057
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224
224
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10
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model-npz/ResNet152_optadam_s10_e10_b1_lr0001_2135.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.88
55
4.56
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28.83
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224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
1,130
640
14
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30.2
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.67
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32
28.99
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.79
49
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33
29.06
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224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.74
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29.03
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224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
1,130
640
19
0.82
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31.52
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
1,130
640
18
0.91
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31.1
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.85
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34
29.5
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224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
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29.37
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
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29.37
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.13
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29.38
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
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0.84
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29.11
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_2621
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
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28.45
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
15
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28.31
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
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640
14
0.69
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28.55
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
1,130
640
15
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29.09
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.73
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34
31.47
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.7
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31
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_3183
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224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.58
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29.53
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_3086
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.67
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31.42
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224
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1
79
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30.86
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_1512
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
1.06
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29.6
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224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.12
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35
29.41
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_2312
100
224
224
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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
1.47
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29.7
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_8704
100
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
1.36
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3.87
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30.02
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224
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10
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model-npz/ResNet152_optadam_s100_e1_b16_lr00001_1234.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
1.19
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3.27
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29.88
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_3341
100
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
1.57
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30.31
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100
224
224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
1.44
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30.21
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100
224
224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
1.54
81
3.67
38
30.98
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2084
100
224
224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
2.46
91
6.89
43
31.33
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2923
100
224
224
3
10
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100.73
100.77
model-npz/ResNet152_optadam_s100_e1_b64_lr0001_2815.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
79
3.61
98
7.97
43
32.11
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1407
100
224
224
3
10
adam
1
64
0.0001
2.15.1
12.2
49.74
99.51
99.55
model-npz/ResNet152_optadam_s100_e1_b64_lr00001_2787.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
75
2.75
98
6.88
43
32.2
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2739
100
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.6
60.29
120.66
model-npz/ResNet152_optadam_s100_e2_b1_lr001_1259.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.48
67
7.81
32
30.21
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_2886
100
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.6
60.81
121.66
model-npz/ResNet152_optadam_s100_e2_b1_lr0001_6594.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.32
57
7.03
31
29.12
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_2975
100
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.6
60.77
121.6
model-npz/ResNet152_optadam_s100_e2_b1_lr00001_2628.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.32
59
7.05
31
29.07
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_2318
100
224
224
3
10
adam
2
2
0.01
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12.2
1.05
52.45
104.95
model-npz/ResNet152_optadam_s100_e2_b2_lr001_1412.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.12
50
5.04
35
31.88
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_2309
100
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
1.05
52.82
105.69
model-npz/ResNet152_optadam_s100_e2_b2_lr0001_9395.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.14
55
5.13
34
30.93
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1195
100
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
1.05
52.52
105.1
model-npz/ResNet152_optadam_s100_e2_b2_lr00001_1444.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1
55
4.63
36
32.59
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_1804
100
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
2
50.11
100.26
model-npz/ResNet152_optadam_s100_e2_b4_lr001_2571.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.88
66
3.22
35
31.23
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_1458
100
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
1.97
49.39
98.84
model-npz/ResNet152_optadam_s100_e2_b4_lr0001_1975.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.94
63
3.56
35
29.82
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_1084
100
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
2.01
50.27
100.57
model-npz/ResNet152_optadam_s100_e2_b4_lr00001_2685.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.97
57
3.43
35
29.77
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_2187
100
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
3.83
49.83
99.75
model-npz/ResNet152_optadam_s100_e2_b8_lr001_1844.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
1.44
72
4.37
37
29.8
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_2983
100
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
3.84
49.95
99.94
model-npz/ResNet152_optadam_s100_e2_b8_lr0001_2279.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.13
75
3.85
38
30.82
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_2635
100
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
3.83
49.8
99.68
model-npz/ResNet152_optadam_s100_e2_b8_lr00001_2896.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.47
80
4.7
39
32.61
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_2507
100
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
6.87
48.12
96.29
model-npz/ResNet152_optadam_s100_e2_b16_lr001_1001.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
1.63
81
4.17
40
31.97
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_2173
100
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
6.98
48.92
97.88
model-npz/ResNet152_optadam_s100_e2_b16_lr0001_2161.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
1.66
79
4.37
40
31.36
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_2787
100
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
7.05
49.37
98.78
model-npz/ResNet152_optadam_s100_e2_b16_lr00001_1562.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
1.5
78
4.28
40
33.04
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_1783
100
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
11.99
48.01
96.06
model-npz/ResNet152_optadam_s100_e2_b32_lr001_3103.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
2.04
99
5.07
40
32.2
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_1307
100
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
12.34
49.4
98.85
model-npz/ResNet152_optadam_s100_e2_b32_lr0001_2512.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
2.04
91
5.24
39
31.36
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2353
100
224
224
3
10
adam
2
32
0.0001
2.15.1
12.2
12.14
48.59
97.22
model-npz/ResNet152_optadam_s100_e2_b32_lr00001_2557.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
1.95
85
4.86
40
31.25
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_1088
100
224
224
3
10
adam
2
64
0.01
2.15.1
12.2
25.09
50.21
100.47
model-npz/ResNet152_optadam_s100_e2_b64_lr001_7522.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
2.89
93
7.19
43
31.92