Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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7
5,120
80
32
hbm2
1,130
640
16
1.3
57
5.5
35
32.52
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_1052
10
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
1.69
8.49
42.51
model-npz/DenseNet121_optsgd_s10_e5_b2_lr001_2114.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.38
61
5.12
34
32.61
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_1461
10
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
1.64
8.21
41.12
model-npz/DenseNet121_optsgd_s10_e5_b2_lr0001_3146.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.4
59
5.25
34
32.9
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_2666
10
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
1.66
8.35
41.8
model-npz/DenseNet121_optsgd_s10_e5_b2_lr00001_2202.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.33
61
4.92
35
32.64
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_2586
10
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
3.04
9.14
45.77
model-npz/DenseNet121_optsgd_s10_e5_b4_lr001_6479.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.46
71
8.42
37
32.63
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_2568
10
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
3.03
9.12
45.64
model-npz/DenseNet121_optsgd_s10_e5_b4_lr0001_1885.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.74
69
9.54
37
32.54
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_2728
10
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
3.02
9.07
45.39
model-npz/DenseNet121_optsgd_s10_e5_b4_lr00001_1133.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.75
69
9.67
37
32.66
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_3204
10
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
4.59
9.19
46
model-npz/DenseNet121_optsgd_s10_e5_b8_lr001_2295.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.71
67
8.83
37
32.99
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_4204
10
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
4.51
9.03
45.24
model-npz/DenseNet121_optsgd_s10_e5_b8_lr0001_1352.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
3.25
79
10.29
37
33.02
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_9578
10
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
4.56
9.13
45.74
model-npz/DenseNet121_optsgd_s10_e5_b8_lr00001_1657.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
3.18
81
10.32
37
32.83
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_3011
10
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.48
4.89
48.93
model-npz/DenseNet121_optsgd_s10_e10_b1_lr001_4411.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.31
56
6.34
34
32.44
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_1187
10
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.49
4.91
49.14
model-npz/DenseNet121_optsgd_s10_e10_b1_lr0001_1686.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.28
56
6.06
35
32.59
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_1884
10
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.48
4.82
48.28
model-npz/DenseNet121_optsgd_s10_e10_b1_lr00001_3606.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.54
61
6.46
34
32.8
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_1578
10
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.88
4.44
44.48
model-npz/DenseNet121_optsgd_s10_e10_b2_lr001_2492.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.27
62
5.35
34
32.56
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_1402
10
224
224
3
10
sgd
10
2
0.001
2.15.1
12.2
0.89
4.48
44.91
model-npz/DenseNet121_optsgd_s10_e10_b2_lr0001_3107.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.43
60
5.74
34
32.01
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1851
10
224
224
3
10
sgd
10
2
0.0001
2.15.1
12.2
0.92
4.61
46.14
model-npz/DenseNet121_optsgd_s10_e10_b2_lr00001_9539.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.31
56
6.05
35
32.79
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_1131
10
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
1.56
4.69
47.01
model-npz/DenseNet121_optsgd_s10_e10_b4_lr001_2161.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.38
73
8.72
37
32.63
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_2465
10
224
224
3
10
sgd
10
4
0.001
2.15.1
12.2
1.58
4.75
47.54
model-npz/DenseNet121_optsgd_s10_e10_b4_lr0001_4482.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.65
78
9.49
37
33.56
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_2790
10
224
224
3
10
sgd
10
4
0.0001
2.15.1
12.2
1.59
4.78
47.83
model-npz/DenseNet121_optsgd_s10_e10_b4_lr00001_2930.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.56
78
9.05
37
33.44
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_2090
10
224
224
3
10
sgd
10
8
0.01
2.15.1
12.2
2.32
4.66
46.64
model-npz/DenseNet121_optsgd_s10_e10_b8_lr001_1402.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
3.34
73
10.93
38
34.36
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_8610
10
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
2.36
4.74
47.43
model-npz/DenseNet121_optsgd_s10_e10_b8_lr0001_2816.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
2.85
75
9.44
38
34.42
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_2413
10
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
2.32
4.65
46.61
model-npz/DenseNet121_optsgd_s10_e10_b8_lr00001_2231.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
3.25
76
10.52
38
34.62
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_4151
100
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.48
48.21
48.24
model-npz/DenseNet121_optsgd_s100_e1_b1_lr001_6902.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.5
57
6.23
35
33.88
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_3237
100
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.48
47.98
48.01
model-npz/DenseNet121_optsgd_s100_e1_b1_lr0001_2008.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.38
56
6.39
35
33.51
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_2290
100
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.49
48.85
48.89
model-npz/DenseNet121_optsgd_s100_e1_b1_lr00001_4107.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.59
57
7.45
35
32.28
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_1613
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.87
43.72
43.75
model-npz/DenseNet121_optsgd_s100_e1_b2_lr001_2513.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.29
60
5.36
34
32.38
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_2799
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.89
44.76
44.8
model-npz/DenseNet121_optsgd_s100_e1_b2_lr0001_4042.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.61
58
6.37
34
32.51
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_2403
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.88
44.3
44.34
model-npz/DenseNet121_optsgd_s100_e1_b2_lr00001_6987.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.56
56
6.3
34
32.12
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1233
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
1.72
43.01
43.07
model-npz/DenseNet121_optsgd_s100_e1_b4_lr001_3168.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.52
57
5.67
35
33.04
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_1905
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
1.68
42.14
42.19
model-npz/DenseNet121_optsgd_s100_e1_b4_lr0001_2139.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.87
56
7.13
35
32.88
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2972
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
1.71
42.84
42.89
model-npz/DenseNet121_optsgd_s100_e1_b4_lr00001_4146.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.55
62
6.21
35
32.48
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_7214
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
3.58
46.57
46.61
model-npz/DenseNet121_optsgd_s100_e1_b8_lr001_2715.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
2.96
79
9.55
38
33.16
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_2032
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
3.53
45.95
45.99
model-npz/DenseNet121_optsgd_s100_e1_b8_lr0001_2897.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
3.07
75
10.14
39
33.84
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_3286
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
3.53
45.96
46.02
model-npz/DenseNet121_optsgd_s100_e1_b8_lr00001_1542.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
3.4
82
11.06
38
33.65
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_5292
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
6.67
46.73
46.77
model-npz/DenseNet121_optsgd_s100_e1_b16_lr001_1816.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
4.2
82
12.37
39
34.02
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_3286
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
6.62
46.39
46.43
model-npz/DenseNet121_optsgd_s100_e1_b16_lr0001_8002.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
3.93
80
11.64
38
33.93
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_2735
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
6.58
46.11
46.14
model-npz/DenseNet121_optsgd_s100_e1_b16_lr00001_3086.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
3.81
70
11.71
39
34.17
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_2059
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
11.88
47.56
47.61
model-npz/DenseNet121_optsgd_s100_e1_b32_lr001_3125.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
5.29
91
14.44
41
34.87
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_2342
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
11.84
47.4
47.44
model-npz/DenseNet121_optsgd_s100_e1_b32_lr0001_5053.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
5.71
84
15.49
40
35.37
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_3254
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
12.04
48.21
48.24
model-npz/DenseNet121_optsgd_s100_e1_b32_lr00001_2987.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
5.31
94
14.67
42
36.28
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_8205
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
26.62
53.27
53.3
model-npz/DenseNet121_optsgd_s100_e1_b64_lr001_1516.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
9.21
96
22.22
47
37.97
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_8801
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
26.49
53.02
53.05
model-npz/DenseNet121_optsgd_s100_e1_b64_lr0001_8173.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
8.16
96
19.65
49
39.79
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_2571
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
26.67
53.37
53.41
model-npz/DenseNet121_optsgd_s100_e1_b64_lr00001_1727.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
8.71
96
20.61
49
39.84
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_2964
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.28
28.76
57.55
model-npz/DenseNet121_optsgd_s100_e2_b1_lr001_2160.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.49
52
8.6
41
36.1
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_3422
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.29
29.19
58.43
model-npz/DenseNet121_optsgd_s100_e2_b1_lr0001_1756.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.38
57
8.35
36
33.02
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_8102
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.28
28.49
57.01
model-npz/DenseNet121_optsgd_s100_e2_b1_lr00001_1711.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.49
58
8.31
33
31.94
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_2253
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.48
24.33
48.7
model-npz/DenseNet121_optsgd_s100_e2_b2_lr001_5949.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.39
57
7.09
34
31.9
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_2951
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.48
24.01
48.07
model-npz/DenseNet121_optsgd_s100_e2_b2_lr0001_1265.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.8
62
7.95
34
32.57
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_3299
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.48
24.07
48.18
model-npz/DenseNet121_optsgd_s100_e2_b2_lr00001_1126.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.65
60
7.45
34
32.4
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_2090
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.89
22.29
44.62
model-npz/DenseNet121_optsgd_s100_e2_b4_lr001_3234.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.97
59
7.7
35
32.94
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_3280
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.88
22.1
44.23
model-npz/DenseNet121_optsgd_s100_e2_b4_lr0001_5698.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.86
58
7.1
35
32.62
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_3753
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.89
22.37
44.79
model-npz/DenseNet121_optsgd_s100_e2_b4_lr00001_8773.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
2.06
58
7.21
35
33.1
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_3036
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
1.84
23.95
47.96
model-npz/DenseNet121_optsgd_s100_e2_b8_lr001_1118.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
3.5
82
11.39
37
33.39
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_8638
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
1.82
23.71
47.46
model-npz/DenseNet121_optsgd_s100_e2_b8_lr0001_2929.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
3.5
75
10.89
39
33.45
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2102
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
1.84
23.96
47.96
model-npz/DenseNet121_optsgd_s100_e2_b8_lr00001_3105.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
3.88
83
11.65
38
33.4
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_1424
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
3.37
23.63
47.31
model-npz/DenseNet121_optsgd_s100_e2_b16_lr001_2549.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
4.29
77
12.08
39
33.99
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_1555
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
3.36
23.52
47.11
model-npz/DenseNet121_optsgd_s100_e2_b16_lr0001_1398.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
3.76
79
11.35
40
34.3
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_8099
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
3.36
23.57
47.19
model-npz/DenseNet121_optsgd_s100_e2_b16_lr00001_2033.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.99
77
11.64
39
34.49
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_3039
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
6.02
24.12
48.28
model-npz/DenseNet121_optsgd_s100_e2_b32_lr001_2426.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
4.93
87
12.7
41
35.15
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_1453
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
6.04
24.21
48.46
model-npz/DenseNet121_optsgd_s100_e2_b32_lr0001_6165.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
4.71
81
12.1
42
36.78
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_8431
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
5.98
23.96
47.95
model-npz/DenseNet121_optsgd_s100_e2_b32_lr00001_2069.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
4.78
88
13.24
43
36.99
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_2862
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
13.2
26.41
52.87
model-npz/DenseNet121_optsgd_s100_e2_b64_lr001_2372.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
9.57
96
21.93
48
38.82
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_3256
100
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
13.31
26.65
53.33
model-npz/DenseNet121_optsgd_s100_e2_b64_lr0001_1943.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
8.5
97
21.32
49
39.59