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
60
16.33
100
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68
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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
64
17.1
100
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67
61.49
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_1325
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
41
22.85
100
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64
59.01
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2644
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
41
22.78
100
49.35
64
58.59
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2296
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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
41
23.93
100
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66
59.52
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_2691
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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
43
21.45
100
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59.2
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2477
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
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640
43
21.15
100
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66
59.51
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_4929
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
43
20.01
100
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66
58.86
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_2914
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
43
19.18
100
46.58
66
59.26
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1405
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
19.03
100
47.05
65
58.33
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1830
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10
adam
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
19.11
100
48.71
65
58.29
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_5400
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10
adam
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model-npz/VGG19_optadam_s1000_e2_b8_lr001_1733.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
16.58
100
44.08
64
57.72
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2785
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10
adam
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model-npz/VGG19_optadam_s1000_e2_b8_lr0001_2552.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
42
17.82
100
48.26
63
56.92
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_3065
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model-npz/VGG19_optadam_s1000_e2_b8_lr00001_1379.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
41
16.44
100
46.11
64
57.65
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2824
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10
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model-npz/VGG19_optadam_s1000_e2_b16_lr001_2317.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
18.77
100
50.64
64
57.74
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_3273
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model-npz/VGG19_optadam_s1000_e2_b16_lr0001_1220.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
53
19.56
100
50.77
65
58.11
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3800
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10
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model-npz/VGG19_optadam_s1000_e2_b16_lr00001_2743.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
53
18.75
100
51.99
64
57.83
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1086
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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
59
19.49
100
57.68
64
59.03
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_9733
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10
adam
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model-npz/VGG19_optadam_s1000_e2_b32_lr0001_1848.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
61
18.83
100
52.45
65
58.94
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2699
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10
adam
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model-npz/VGG19_optadam_s1000_e2_b32_lr00001_2395.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
18.09
100
54.19
65
59.8
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_7269
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10
adam
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model-npz/VGG19_optadam_s1000_e2_b64_lr001_6340.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
19.07
100
69.58
68
62.52
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1538
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10
adam
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model-npz/VGG19_optadam_s1000_e2_b64_lr0001_1185.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
19.21
100
69.31
68
62.5
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1552
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10
adam
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model-npz/VGG19_optadam_s1000_e2_b64_lr00001_2217.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
19.65
100
69.37
67
62.21
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_1779
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10
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model-npz/VGG19_optadam_s1000_e5_b1_lr001_1082.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
30.84
100
65.98
65
60.75
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_1110
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10
adam
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model-npz/VGG19_optadam_s1000_e5_b1_lr0001_1161.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
30.68
100
66.17
65
60.1
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2277
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10
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model-npz/VGG19_optadam_s1000_e5_b1_lr00001_2622.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
29.47
100
62.75
65
61.07
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2066
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3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b2_lr001_2127.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
29.88
100
65.34
64
58.95
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2100
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10
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model-npz/VGG19_optadam_s1000_e5_b2_lr0001_6540.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
29.43
100
64.55
64
58.5
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_3047
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3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b2_lr00001_2332.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
29.86
100
65.13
66
59.49
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_3316
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224
224
3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b4_lr001_1660.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
27.84
100
63.64
65
59.14
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_3398
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224
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3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b4_lr0001_3201.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
28.5
100
66.71
65
59.34
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2994
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224
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10
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model-npz/VGG19_optadam_s1000_e5_b4_lr00001_2593.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
27.91
100
64.99
65
59.13
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_1460
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3
10
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model-npz/VGG19_optadam_s1000_e5_b8_lr001_3176.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
26.29
100
64.67
65
58.58
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_6637
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3
10
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model-npz/VGG19_optadam_s1000_e5_b8_lr0001_3370.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
25
100
63.65
65
58.79
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2387
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3
10
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model-npz/VGG19_optadam_s1000_e5_b8_lr00001_3250.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
25.26
100
64.21
64
58.45
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_1185
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224
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3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b16_lr001_1889.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
29.05
100
62.68
62
56.81
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_2474
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224
224
3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b16_lr0001_2506.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
28.39
100
62.85
63
56.57
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_5075
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224
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3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b16_lr00001_1395.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
26.62
100
60.38
65
57.44
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_3060
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3
10
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model-npz/VGG19_optadam_s1000_e5_b32_lr001_8941.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
29.86
100
65.93
67
60.31
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_5336
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3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b32_lr0001_2818.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
27.49
100
64.35
68
61.74
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1223
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3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b32_lr00001_1708.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
28.9
100
66.99
66
61.48
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_2209
1,000
224
224
3
10
adam
5
64
0.01
2.15.1
12.2
0.77
12.41
62.08
model-npz/VGG19_optadam_s1000_e5_b64_lr001_1246.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
67
26.36
100
75.05
66
61.97
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_1120
1,000
224
224
3
10
adam
5
64
0.001
2.15.1
12.2
0.78
12.53
62.71
model-npz/VGG19_optadam_s1000_e5_b64_lr0001_3286.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
25.92
100
74.63
68
61.99
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2499
1,000
224
224
3
10
adam
5
64
0.0001
2.15.1
12.2
0.79
12.69
63.5
model-npz/VGG19_optadam_s1000_e5_b64_lr00001_2586.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
66
26.23
100
75.43
69
63.38
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_2100
1,000
224
224
3
10
adam
10
1
0.01
2.15.1
12.2
0.01
14.19
141.99
model-npz/VGG19_optadam_s1000_e10_b1_lr001_2980.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
33.84
100
72.13
65
63
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_2393
1,000
224
224
3
10
adam
10
1
0.001
2.15.1
12.2
0.01
13.81
138.18
model-npz/VGG19_optadam_s1000_e10_b1_lr0001_4461.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
34.77
100
74.25
64
60.91
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_1696
1,000
224
224
3
10
adam
10
2
0.01
2.15.1
12.2
0.02
9.98
99.86
model-npz/VGG19_optadam_s1000_e10_b2_lr001_2280.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
34.67
100
74.15
67
60.73
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_2512
1,000
224
224
3
10
adam
10
2
0.001
2.15.1
12.2
0.02
9.93
99.37
model-npz/VGG19_optadam_s1000_e10_b2_lr0001_3394.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
34.69
100
74.96
66
62.35
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_9865
1,000
224
224
3
10
adam
10
2
0.0001
2.15.1
12.2
0.02
9.99
99.93
model-npz/VGG19_optadam_s1000_e10_b2_lr00001_8211.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
34.81
100
74.61
65
60.95
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_7182
1,000
224
224
3
10
adam
10
4
0.01
2.15.1
12.2
0.03
8.18
81.84
model-npz/VGG19_optadam_s1000_e10_b4_lr001_2589.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
33.36
100
74.91
64
59.47
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_2739
1,000
224
224
3
10
adam
10
4
0.001
2.15.1
12.2
0.03
8.26
82.65
model-npz/VGG19_optadam_s1000_e10_b4_lr0001_4989.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
32.98
100
74.06
63
58.81
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_9346
1,000
224
224
3
10
adam
10
4
0.0001
2.15.1
12.2
0.03
8.44
84.42
model-npz/VGG19_optadam_s1000_e10_b4_lr00001_4403.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
32.81
100
75.04
64
59.15
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_1840
1,000
224
224
3
10
adam
10
8
0.01
2.15.1
12.2
0.06
7.43
74.36
model-npz/VGG19_optadam_s1000_e10_b8_lr001_2963.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
42
30.41
100
74.03
63
58.15
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_8258
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.06
7.43
74.36
model-npz/VGG19_optadam_s1000_e10_b8_lr0001_3385.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
43
31.1
100
75.95
63
58.03
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_3358
1,000
224
224
3
10
adam
10
8
0.0001
2.15.1
12.2
0.06
7.63
76.38
model-npz/VGG19_optadam_s1000_e10_b8_lr00001_7084.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
29.92
100
74.87
63
58.04
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_1537
1,000
224
224
3
10
adam
10
16
0.01
2.15.1
12.2
0.1
6.52
65.28
model-npz/VGG19_optadam_s1000_e10_b16_lr001_4773.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
35.14
100
70.78
62
57.14
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_5200
1,000
224
224
3
10
adam
10
16
0.001
2.15.1
12.2
0.1
6.62
66.24
model-npz/VGG19_optadam_s1000_e10_b16_lr0001_3043.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
56
34.67
100
70.37
62
56.7
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1119
1,000
224
224
3
10
adam
10
16
0.0001
2.15.1
12.2
0.11
6.71
67.18
model-npz/VGG19_optadam_s1000_e10_b16_lr00001_6445.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
33.94
100
70.64
63
57.46
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_1413
1,000
224
224
3
10
adam
10
32
0.01
2.15.1
12.2
0.21
6.79
67.93
model-npz/VGG19_optadam_s1000_e10_b32_lr001_3086.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
62
35.99
100
73.55
62
57.62
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_1609
1,000
224
224
3
10
adam
10
32
0.001
2.15.1
12.2
0.21
6.85
68.52
model-npz/VGG19_optadam_s1000_e10_b32_lr0001_9609.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
60
35.81
100
74.12
64
58.25
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_2900
1,000
224
224
3
10
adam
10
32
0.0001
2.15.1
12.2
0.22
7.01
70.2
model-npz/VGG19_optadam_s1000_e10_b32_lr00001_3294.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
61
35.18
100
73.58
66
60.01
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_2556
1,000
224
224
3
10
adam
10
64
0.01
2.15.1
12.2
0.52
8.31
83.19
model-npz/VGG19_optadam_s1000_e10_b64_lr001_1671.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
67
32.27
100
78.6
67
62.12