Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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model-npz/EfficientNetB7_optadam_s100_e2_b4_lr0001_1987.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
8.45
100
13.55
49
35.91
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e2_b4_lr0001_2236
100
600
600
3
10
adam
2
4
0.0001
2.15.1
12.2
3.02
75.61
151.27
model-npz/EfficientNetB7_optadam_s100_e2_b4_lr00001_3252.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
75
9.04
100
14.37
49
37.52
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e5_b1_lr01_5155
100
600
600
3
10
adam
5
1
0.01
2.15.1
12.2
0.43
43.87
219.42
model-npz/EfficientNetB7_optadam_s100_e5_b1_lr001_3374.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
16.07
100
29.17
56
38.97
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e5_b1_lr001_6357
100
600
600
3
10
adam
5
1
0.001
2.15.1
12.2
0.43
43.85
219.32
model-npz/EfficientNetB7_optadam_s100_e5_b1_lr0001_1703.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
16.19
81
29.18
58
43.91
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e5_b1_lr0001_3004
100
600
600
3
10
adam
5
1
0.0001
2.15.1
12.2
0.43
43.67
218.4
model-npz/EfficientNetB7_optadam_s100_e5_b1_lr00001_3252.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
45
16.06
81
28.89
57
43.36
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e5_b2_lr01_2597
100
600
600
3
10
adam
5
2
0.01
2.15.1
12.2
0.78
39
195.04
model-npz/EfficientNetB7_optadam_s100_e5_b2_lr001_1271.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
17.63
100
29.5
58
42.54
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e5_b2_lr001_7977
100
600
600
3
10
adam
5
2
0.001
2.15.1
12.2
0.78
39.2
196.03
model-npz/EfficientNetB7_optadam_s100_e5_b2_lr0001_3022.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
17.37
100
29.2
58
42.61
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e5_b2_lr0001_1838
100
600
600
3
10
adam
5
2
0.0001
2.15.1
12.2
0.78
38.97
194.91
model-npz/EfficientNetB7_optadam_s100_e5_b2_lr00001_3130.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
63
17.65
100
29.55
59
43.77
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e5_b4_lr01_1963
100
600
600
3
10
adam
5
4
0.01
2.15.1
12.2
1.49
37.4
187.07
model-npz/EfficientNetB7_optadam_s100_e5_b4_lr001_6045.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
77
18.3
100
28.63
57
41.87
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e5_b4_lr001_1807
100
600
600
3
10
adam
5
4
0.001
2.15.1
12.2
1.5
37.46
187.35
model-npz/EfficientNetB7_optadam_s100_e5_b4_lr0001_1658.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
17.99
100
28.4
58
41.6
EfficientNetB7_architecture_optadam_s100_ipd600x600x3_opd10_e5_b4_lr0001_3304
100
600
600
3
10
adam
5
4
0.0001
2.15.1
12.2
1.5
37.53
187.71
model-npz/EfficientNetB7_optadam_s100_e5_b4_lr00001_2934.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
76
18.03
100
28.48
58
41.82
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_6066
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
13.41
13.42
13.46
model-npz/VGG16_optadam_s1_e1_b1_lr001_2771.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2
78
5.55
39
36.18
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_3402
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
10.45
10.48
10.53
model-npz/VGG16_optadam_s1_e1_b1_lr0001_1856.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2
100
8.26
40
37.09
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_1013
1
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
10.92
10.94
10.96
model-npz/VGG16_optadam_s1_e1_b1_lr00001_1229.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.36
100
5.62
39
36.85
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_3181
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
5.39
5.4
10.84
model-npz/VGG16_optadam_s1_e2_b1_lr001_2099.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
2.65
100
9.03
37
35.65
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_2559
1
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
5.21
5.23
10.48
model-npz/VGG16_optadam_s1_e2_b1_lr0001_2693.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
3.28
100
10.75
39
36.36
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2145
1
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
5.31
5.33
10.68
model-npz/VGG16_optadam_s1_e2_b1_lr00001_1320.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.03
100
5.16
39
36.16
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_2853
1
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
2.15
2.16
10.83
model-npz/VGG16_optadam_s1_e5_b1_lr001_2236.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
5.59
100
16.69
39
36.19
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_1196
1
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
2.16
2.17
10.89
model-npz/VGG16_optadam_s1_e5_b1_lr0001_1364.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
3.22
100
11.97
39
36.3
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2780
1
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
2.18
2.19
10.98
model-npz/VGG16_optadam_s1_e5_b1_lr00001_8244.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
2.28
100
7.82
36
34.49
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_1576
1
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
1.08
1.09
10.93
model-npz/VGG16_optadam_s1_e10_b1_lr001_2168.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
3.91
100
12.18
38
35.38
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_2943
1
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
1.07
1.07
10.75
model-npz/VGG16_optadam_s1_e10_b1_lr0001_1297.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
1.89
100
7.25
37
35.25
VGG16_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_2893
1
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
1.06
1.07
10.74
model-npz/VGG16_optadam_s1_e10_b1_lr00001_4661.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
2.53
100
8.68
38
35.58
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_9490
10
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
1.06
10.61
10.64
model-npz/VGG16_optadam_s10_e1_b1_lr001_3038.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
2.35
100
8.18
39
35.56
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2135
10
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
1.09
10.89
10.92
model-npz/VGG16_optadam_s10_e1_b1_lr0001_1936.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.44
100
6.89
36
34.56
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_8543
10
224
224
3
10
adam
1
1
0.0001
2.15.1
12.2
1.06
10.66
10.68
model-npz/VGG16_optadam_s10_e1_b1_lr00001_2277.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
2.69
100
8.49
38
35.36
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_2913
10
224
224
3
10
adam
1
2
0.01
2.15.1
12.2
2.35
11.76
11.79
model-npz/VGG16_optadam_s10_e1_b2_lr001_2567.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
1.68
100
8.32
40
35.68
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1580
10
224
224
3
10
adam
1
2
0.001
2.15.1
12.2
2.29
11.46
11.49
model-npz/VGG16_optadam_s10_e1_b2_lr0001_2485.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
1.27
100
8
38
34.83
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_1115
10
224
224
3
10
adam
1
2
0.0001
2.15.1
12.2
2.28
11.44
11.49
model-npz/VGG16_optadam_s10_e1_b2_lr00001_3157.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
4.67
100
18.08
40
35.69
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_1296
10
224
224
3
10
adam
1
4
0.01
2.15.1
12.2
4.84
14.54
14.57
model-npz/VGG16_optadam_s10_e1_b4_lr001_3183.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
6.02
100
24.75
42
36.61
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_1416
10
224
224
3
10
adam
1
4
0.001
2.15.1
12.2
4.85
14.56
14.59
model-npz/VGG16_optadam_s10_e1_b4_lr0001_6164.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
6.52
100
26.5
43
37.88
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2153
10
224
224
3
10
adam
1
4
0.0001
2.15.1
12.2
4.74
14.25
14.3
model-npz/VGG16_optadam_s10_e1_b4_lr00001_9835.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
7.63
100
28.07
44
38.44
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_6689
10
224
224
3
10
adam
1
8
0.01
2.15.1
12.2
7.62
15.26
15.28
model-npz/VGG16_optadam_s10_e1_b8_lr001_2422.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
7.09
100
28.98
44
38.31
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_8424
10
224
224
3
10
adam
1
8
0.001
2.15.1
12.2
7.78
15.59
15.62
model-npz/VGG16_optadam_s10_e1_b8_lr0001_2507.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
6.9
100
25.67
45
39.47
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_1647
10
224
224
3
10
adam
1
8
0.0001
2.15.1
12.2
7.72
15.48
15.5
model-npz/VGG16_optadam_s10_e1_b8_lr00001_3145.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
7
100
28.26
45
39.69
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_5272
10
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.54
5.44
10.91
model-npz/VGG16_optadam_s10_e2_b1_lr001_2399.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
2.51
100
8.86
42
39.03
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_1439
10
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.56
5.58
11.18
model-npz/VGG16_optadam_s10_e2_b1_lr0001_1927.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
2.08
100
8.19
39
37.47
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_1052
10
224
224
3
10
adam
2
1
0.0001
2.15.1
12.2
0.54
5.38
10.79
model-npz/VGG16_optadam_s10_e2_b1_lr00001_3273.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
29
3.81
100
13.16
40
37.41
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2742
10
224
224
3
10
adam
2
2
0.01
2.15.1
12.2
1.16
5.81
11.68
model-npz/VGG16_optadam_s10_e2_b2_lr001_3217.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
5.29
100
22.65
41
37.56
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_2945
10
224
224
3
10
adam
2
2
0.001
2.15.1
12.2
1.18
5.93
11.88
model-npz/VGG16_optadam_s10_e2_b2_lr0001_1545.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
2.63
100
13.29
39
36.07
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_2852
10
224
224
3
10
adam
2
2
0.0001
2.15.1
12.2
1.16
5.79
11.66
model-npz/VGG16_optadam_s10_e2_b2_lr00001_1362.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
3.21
100
13.77
40
36.72
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1991
10
224
224
3
10
adam
2
4
0.01
2.15.1
12.2
2.45
7.37
14.8
model-npz/VGG16_optadam_s10_e2_b4_lr001_3121.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
6.29
100
25.8
43
37.68
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_2511
10
224
224
3
10
adam
2
4
0.001
2.15.1
12.2
2.46
7.38
14.8
model-npz/VGG16_optadam_s10_e2_b4_lr0001_2590.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
5.02
100
20.69
43
37.07
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_7521
10
224
224
3
10
adam
2
4
0.0001
2.15.1
12.2
2.38
7.17
14.37
model-npz/VGG16_optadam_s10_e2_b4_lr00001_1220.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
6.25
100
26.5
44
38.36
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_2350
10
224
224
3
10
adam
2
8
0.01
2.15.1
12.2
3.89
7.8
15.63
model-npz/VGG16_optadam_s10_e2_b8_lr001_2652.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
7.43
100
28.46
44
38.41
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_2287
10
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
3.86
7.74
15.51
model-npz/VGG16_optadam_s10_e2_b8_lr0001_3889.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
6.88
100
27
45
39.88
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2643
10
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
3.87
7.75
15.53
model-npz/VGG16_optadam_s10_e2_b8_lr00001_1750.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
7.07
100
27.8
45
40.18
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_1343
10
224
224
3
10
adam
5
1
0.01
2.15.1
12.2
0.23
2.29
11.48
model-npz/VGG16_optadam_s10_e5_b1_lr001_1312.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
2.55
100
9.42
41
39.08
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_2975
10
224
224
3
10
adam
5
1
0.001
2.15.1
12.2
0.22
2.25
11.29
model-npz/VGG16_optadam_s10_e5_b1_lr0001_2607.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
1.89
100
7.49
41
38.14
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2547
10
224
224
3
10
adam
5
1
0.0001
2.15.1
12.2
0.22
2.23
11.2
model-npz/VGG16_optadam_s10_e5_b1_lr00001_1739.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
2.7
100
10.35
41
37.67
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_8297
10
224
224
3
10
adam
5
2
0.01
2.15.1
12.2
0.48
2.39
11.98
model-npz/VGG16_optadam_s10_e5_b2_lr001_2694.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
36
3.95
100
12.84
41
37.41
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_2093
10
224
224
3
10
adam
5
2
0.001
2.15.1
12.2
0.47
2.35
11.81
model-npz/VGG16_optadam_s10_e5_b2_lr0001_2139.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
2.55
100
11.55
40
37.4
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_1470
10
224
224
3
10
adam
5
2
0.0001
2.15.1
12.2
0.47
2.34
11.74
model-npz/VGG16_optadam_s10_e5_b2_lr00001_1530.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
2.08
100
9.45
41
37.35
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2134
10
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.99
2.97
14.9
model-npz/VGG16_optadam_s10_e5_b4_lr001_1253.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
6.17
100
24.17
42
37.66
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_2135
10
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.98
2.94
14.76
model-npz/VGG16_optadam_s10_e5_b4_lr0001_6797.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
5.73
100
22.76
44
38.69
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_1023
10
224
224
3
10
adam
5
4
0.0001
2.15.1
12.2
0.99
2.98
14.91
model-npz/VGG16_optadam_s10_e5_b4_lr00001_1420.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
5.3
100
20.26
44
37.87
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_3341
10
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
1.59
3.18
15.93
model-npz/VGG16_optadam_s10_e5_b8_lr001_3146.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
7.51
100
31.66
45
40.07
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_2929
10
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
1.59
3.19
15.99
model-npz/VGG16_optadam_s10_e5_b8_lr0001_2749.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
6.27
100
24.96
45
39.12
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_2759
10
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
1.56
3.13
15.72
model-npz/VGG16_optadam_s10_e5_b8_lr00001_3228.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
5.7
100
24.26
46
40.36
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_8703
10
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.12
1.17
11.76
model-npz/VGG16_optadam_s10_e10_b1_lr001_1563.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
2.87
100
9.03
42
38.1
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1212
10
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.12
1.17
11.73
model-npz/VGG16_optadam_s10_e10_b1_lr0001_7106.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
35
5.74
100
16.71
43
38.6
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_1005
10
224
224
3
10
adam
10
1
0.0001
2.15.1
12.2
0.12
1.18
11.84
model-npz/VGG16_optadam_s10_e10_b1_lr00001_2338.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
4.77
100
16.2
43
38.51
VGG16_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_4526
10
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.24
1.23
12.31
model-npz/VGG16_optadam_s10_e10_b2_lr001_1442.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
5.97
100
19.43
42
37.97