Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_1682
10
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
1.49
7.49
37.49
model-npz/ResNet101_optsgd_s10_e5_b2_lr0001_6012.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.76
63
3.18
37
33.86
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_1457
10
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
1.52
7.61
38.12
model-npz/ResNet101_optsgd_s10_e5_b2_lr00001_5811.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.9
53
3.35
37
33.97
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_2802
10
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
2.59
7.79
39.03
model-npz/ResNet101_optsgd_s10_e5_b4_lr001_6336.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.43
67
5.24
38
33.93
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_1715
10
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
2.6
7.83
39.2
model-npz/ResNet101_optsgd_s10_e5_b4_lr0001_6842.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.27
82
4.79
38
34.36
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_3161
10
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
2.59
7.78
38.95
model-npz/ResNet101_optsgd_s10_e5_b4_lr00001_3649.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.8
85
6.46
38
34.33
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_1360
10
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
3.9
7.82
39.18
model-npz/ResNet101_optsgd_s10_e5_b8_lr001_1598.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.67
77
5.43
38
34.33
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_5224
10
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
3.79
7.6
38.03
model-npz/ResNet101_optsgd_s10_e5_b8_lr0001_2949.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.9
72
6.58
39
34.5
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_2672
10
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
3.89
7.8
39.04
model-npz/ResNet101_optsgd_s10_e5_b8_lr00001_1754.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.13
76
6.64
39
34.53
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_1926
10
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.41
4.13
41.35
model-npz/ResNet101_optsgd_s10_e10_b1_lr001_7592.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.45
42
5.74
37
34.3
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_3111
10
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.44
4.41
44.15
model-npz/ResNet101_optsgd_s10_e10_b1_lr0001_1847.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.31
44
5.82
37
35.39
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_9762
10
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.43
4.33
43.37
model-npz/ResNet101_optsgd_s10_e10_b1_lr00001_9610.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
1.45
64
7.01
36
35.56
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_4127
10
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.8
4.03
40.4
model-npz/ResNet101_optsgd_s10_e10_b2_lr001_3193.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.06
65
5.35
37
34.82
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_1614
10
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.79
3.95
39.61
model-npz/ResNet101_optsgd_s10_e10_b2_lr0001_3186.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.19
47
5.48
37
34.89
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1342
10
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.76
3.84
38.5
model-npz/ResNet101_optsgd_s10_e10_b2_lr00001_1625.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.14
62
4.72
39
35.62
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_5900
10
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
1.33
3.99
39.98
model-npz/ResNet101_optsgd_s10_e10_b4_lr001_2581.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.96
69
6.96
39
36.25
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_1887
10
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
1.32
3.99
39.93
model-npz/ResNet101_optsgd_s10_e10_b4_lr0001_6759.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.91
73
6.82
40
36.62
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_2412
10
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
1.31
3.96
39.66
model-npz/ResNet101_optsgd_s10_e10_b4_lr00001_8701.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
1.95
78
6.91
40
36.46
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_2345
10
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
1.93
3.86
38.73
model-npz/ResNet101_optsgd_s10_e10_b8_lr001_2090.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
1.88
82
6.35
40
36.19
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_2197
10
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
1.98
3.98
39.88
model-npz/ResNet101_optsgd_s10_e10_b8_lr0001_1764.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.83
66
6.16
40
35.91
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_2697
10
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
1.97
3.95
39.54
model-npz/ResNet101_optsgd_s10_e10_b8_lr00001_2980.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
1.97
84
6.49
40
35.44
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_1681
100
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.43
43.35
43.4
model-npz/ResNet101_optsgd_s100_e1_b1_lr001_1958.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.23
58
5.41
37
34.95
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_1234
100
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.42
42.65
42.69
model-npz/ResNet101_optsgd_s100_e1_b1_lr0001_8939.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.22
51
6
37
35.95
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_1679
100
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.43
43.45
43.49
model-npz/ResNet101_optsgd_s100_e1_b1_lr00001_1963.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
1.24
48
5.78
37
35.76
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_1661
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.77
38.57
38.61
model-npz/ResNet101_optsgd_s100_e1_b2_lr001_3260.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.21
63
5.4
37
35.53
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1567
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.79
39.68
39.71
model-npz/ResNet101_optsgd_s100_e1_b2_lr0001_3107.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.17
56
4.81
38
36.19
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_1806
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.77
38.51
38.54
model-npz/ResNet101_optsgd_s100_e1_b2_lr00001_7137.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.36
69
5.97
39
36.17
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_9759
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
1.5
37.51
37.54
model-npz/ResNet101_optsgd_s100_e1_b4_lr001_5672.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.17
62
4.17
39
36.39
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_5306
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
1.48
37.14
37.17
model-npz/ResNet101_optsgd_s100_e1_b4_lr0001_2736.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.24
64
4.69
40
36.34
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2866
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
1.51
37.91
37.94
model-npz/ResNet101_optsgd_s100_e1_b4_lr00001_2870.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.61
69
5.6
40
36.28
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_1144
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
2.98
38.8
38.83
model-npz/ResNet101_optsgd_s100_e1_b8_lr001_3325.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.97
72
6.2
41
36.31
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_2392
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
2.94
38.26
38.29
model-npz/ResNet101_optsgd_s100_e1_b8_lr0001_1895.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
2.16
86
6.73
42
36.34
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_3330
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
3.04
39.53
39.57
model-npz/ResNet101_optsgd_s100_e1_b8_lr00001_3158.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.09
76
6.43
41
36.09
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_3376
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
5.68
39.8
39.85
model-npz/ResNet101_optsgd_s100_e1_b16_lr001_1165.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
2.84
80
8.22
42
35.98
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_2400
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
5.55
38.91
38.95
model-npz/ResNet101_optsgd_s100_e1_b16_lr0001_1787.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
2.44
83
6.3
41
35.91
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_1821
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
5.63
39.42
39.46
model-npz/ResNet101_optsgd_s100_e1_b16_lr00001_1561.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
3.07
79
7.32
41
35.79
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_1017
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
10.01
40.07
40.11
model-npz/ResNet101_optsgd_s100_e1_b32_lr001_1132.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
3.61
89
8.76
41
35.92
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_8101
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
10.01
40.07
40.11
model-npz/ResNet101_optsgd_s100_e1_b32_lr0001_3199.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
3.75
85
9.16
42
36.08
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_3546
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
10.08
40.35
40.39
model-npz/ResNet101_optsgd_s100_e1_b32_lr00001_2877.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
2.78
87
7.88
42
36.3
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_1647
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
20.96
41.95
42
model-npz/ResNet101_optsgd_s100_e1_b64_lr001_8553.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
46
5.77
93
15.14
46
37.31
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_3288
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
21.08
42.18
42.23
model-npz/ResNet101_optsgd_s100_e1_b64_lr0001_1519.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
71
6.04
97
14.63
48
38.6
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_1141
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
21.28
42.59
42.63
model-npz/ResNet101_optsgd_s100_e1_b64_lr00001_1157.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
6.37
95
13.87
48
38.94
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_5679
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.26
25.92
51.88
model-npz/ResNet101_optsgd_s100_e2_b1_lr001_7392.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
2.08
57
9.34
41
37.41
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_7137
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.26
26.53
53.1
model-npz/ResNet101_optsgd_s100_e2_b1_lr0001_5707.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
1.96
52
9.88
38
36.32
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_4459
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.25
25.31
50.66
model-npz/ResNet101_optsgd_s100_e2_b1_lr00001_1169.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
2
48
8.64
39
36.29
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_1834
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.44
22.19
44.44
model-npz/ResNet101_optsgd_s100_e2_b2_lr001_3216.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.71
62
7.23
39
35.94
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_2071
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.44
22.35
44.75
model-npz/ResNet101_optsgd_s100_e2_b2_lr0001_3160.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.63
62
7.23
39
35.59
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1847
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.42
21.33
42.72
model-npz/ResNet101_optsgd_s100_e2_b2_lr00001_9779.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.46
60
6.54
40
35.31
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_2986
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.81
20.32
40.68
model-npz/ResNet101_optsgd_s100_e2_b4_lr001_2745.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.68
41
5.61
39
35.26
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_3139
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.8
19.99
40.01
model-npz/ResNet101_optsgd_s100_e2_b4_lr0001_1922.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.77
72
6.02
39
35.11
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_1930
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.78
19.65
39.35
model-npz/ResNet101_optsgd_s100_e2_b4_lr00001_1346.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
1.9
69
6.57
41
35.31
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2140
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
1.51
19.69
39.42
model-npz/ResNet101_optsgd_s100_e2_b8_lr001_1707.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.35
80
7.16
41
35.37
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_2074
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
1.5
19.57
39.18
model-npz/ResNet101_optsgd_s100_e2_b8_lr0001_9268.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
2.95
80
8.91
42
35.65
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2852
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
1.52
19.86
39.76
model-npz/ResNet101_optsgd_s100_e2_b8_lr00001_2879.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.64
76
8.13
43
35.69
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_3025
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
2.85
19.97
40
model-npz/ResNet101_optsgd_s100_e2_b16_lr001_3971.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
3.16
78
8.29
43
36.01
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2534
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
2.82
19.77
39.58
model-npz/ResNet101_optsgd_s100_e2_b16_lr0001_2243.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
3.57
81
8.98
43
36.01
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_6202
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
2.86
20.07
40.17
model-npz/ResNet101_optsgd_s100_e2_b16_lr00001_1434.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
3.42
75
8.59
44
36.03
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_1967
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
5
20.03
40.11
model-npz/ResNet101_optsgd_s100_e2_b32_lr001_2561.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
47
4.31
87
10.9
44
36.18
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_3004
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
4.95
19.83
39.71
model-npz/ResNet101_optsgd_s100_e2_b32_lr0001_1152.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
57
4.11
89
9.65
44
36.36
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2879
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
4.99
19.99
40.01
model-npz/ResNet101_optsgd_s100_e2_b32_lr00001_2440.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
3.74
92
10
42
36.47
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1074
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
10.7
21.42
42.89
model-npz/ResNet101_optsgd_s100_e2_b64_lr001_2614.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
5.57
94
13.46
47
37.42
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_8185
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
10.71
21.44
42.92
model-npz/ResNet101_optsgd_s100_e2_b64_lr0001_9134.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
72
6.38
96
15.61
48
38.75
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_2965
100
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
10.6
21.23
42.5
model-npz/ResNet101_optsgd_s100_e2_b64_lr00001_9451.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
5.84
94
15.27
48
39.25