Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_1594
100
224
224
3
10
sgd
10
4
0.01
2.15.1
12.2
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2.01
20.13
model-npz/VGG19_optsgd_s100_e10_b4_lr001_2541.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
17.48
96
50.02
56
51.9
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_3620
100
224
224
3
10
sgd
10
4
0.001
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2.03
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model-npz/VGG19_optsgd_s100_e10_b4_lr0001_3494.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
17.08
98
48.24
56
51.59
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_2557
100
224
224
3
10
sgd
10
4
0.0001
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model-npz/VGG19_optsgd_s100_e10_b4_lr00001_3689.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
17.06
96
48.24
55
51.33
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_6193
100
224
224
3
10
sgd
10
8
0.01
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2.26
22.63
model-npz/VGG19_optsgd_s100_e10_b8_lr001_8099.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
15.46
100
48.12
56
51.2
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_6800
100
224
224
3
10
sgd
10
8
0.001
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2.19
21.95
model-npz/VGG19_optsgd_s100_e10_b8_lr0001_1369.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
16.37
98
49.43
56
51.39
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_2912
100
224
224
3
10
sgd
10
8
0.0001
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2.22
22.26
model-npz/VGG19_optsgd_s100_e10_b8_lr00001_2330.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
15.82
100
48.4
57
51.64
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_2132
100
224
224
3
10
sgd
10
16
0.01
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21.95
model-npz/VGG19_optsgd_s100_e10_b16_lr001_2961.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
19.18
100
57.02
57
51.93
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_5570
100
224
224
3
10
sgd
10
16
0.001
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12.2
0.31
2.19
21.95
model-npz/VGG19_optsgd_s100_e10_b16_lr0001_1575.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
17.33
100
51.87
57
52.15
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1429
100
224
224
3
10
sgd
10
16
0.0001
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2.2
22.01
model-npz/VGG19_optsgd_s100_e10_b16_lr00001_2356.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
16.96
100
49.65
57
51.65
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_2125
100
224
224
3
10
sgd
10
32
0.01
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12.2
0.64
2.57
25.77
model-npz/VGG19_optsgd_s100_e10_b32_lr001_3241.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
18.1
100
59.95
58
53.38
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_4502
100
224
224
3
10
sgd
10
32
0.001
2.15.1
12.2
0.64
2.57
25.72
model-npz/VGG19_optsgd_s100_e10_b32_lr0001_5957.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
19.37
100
57.13
59
53.95
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1233
100
224
224
3
10
sgd
10
32
0.0001
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12.2
0.64
2.58
25.81
model-npz/VGG19_optsgd_s100_e10_b32_lr00001_2861.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
17.51
100
57.6
59
55
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2861
100
224
224
3
10
sgd
10
64
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4.35
43.56
model-npz/VGG19_optsgd_s100_e10_b64_lr001_1744.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
19.75
100
70.37
61
56.99
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_2441
100
224
224
3
10
sgd
10
64
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4.35
43.51
model-npz/VGG19_optsgd_s100_e10_b64_lr0001_1991.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
20.31
100
70.14
62
57.65
VGG19_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_1152
100
224
224
3
10
sgd
10
64
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4.35
43.52
model-npz/VGG19_optsgd_s100_e10_b64_lr00001_1162.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
20.18
100
71.68
63
58.59
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_2372
1,000
224
224
3
10
sgd
1
1
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28.31
28.35
model-npz/VGG19_optsgd_s1000_e1_b1_lr001_1127.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
20.04
100
54.15
58
54.62
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2224
1,000
224
224
3
10
sgd
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1
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28.67
28.69
model-npz/VGG19_optsgd_s1000_e1_b1_lr00001_2802.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
20.54
100
55.81
51
46.17
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_3265
1,000
224
224
3
10
sgd
1
2
0.01
2.15.1
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0.05
22.98
23
model-npz/VGG19_optsgd_s1000_e1_b2_lr001_5064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
17.29
100
46.24
52
47.56
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1650
1,000
224
224
3
10
sgd
1
2
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2.15.1
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22.79
22.81
model-npz/VGG19_optsgd_s1000_e1_b2_lr0001_2818.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
18.08
93
48.54
53
48.49
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1235
1,000
224
224
3
10
sgd
1
2
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22.8
22.83
model-npz/VGG19_optsgd_s1000_e1_b2_lr00001_1489.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
17.78
100
47.95
53
48.5
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_8427
1,000
224
224
3
10
sgd
1
4
0.01
2.15.1
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20.26
model-npz/VGG19_optsgd_s1000_e1_b4_lr001_1531.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
15.34
100
43.48
54
48.97
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1103
1,000
224
224
3
10
sgd
1
4
0.001
2.15.1
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0.08
20.36
20.39
model-npz/VGG19_optsgd_s1000_e1_b4_lr0001_2200.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
14.47
95
39.97
54
48.18
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_3219
1,000
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
0.08
20.13
20.15
model-npz/VGG19_optsgd_s1000_e1_b4_lr00001_1735.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
16.13
95
44.78
54
48.61
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_3164
1,000
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
0.16
19.71
19.75
model-npz/VGG19_optsgd_s1000_e1_b8_lr001_2255.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
15.13
100
46.6
55
49.08
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2789
1,000
224
224
3
10
sgd
1
8
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2.15.1
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0.16
19.6
19.62
model-npz/VGG19_optsgd_s1000_e1_b8_lr0001_7508.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
14.78
99
46.89
55
49.81
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1073
1,000
224
224
3
10
sgd
1
8
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2.15.1
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0.15
19.35
19.37
model-npz/VGG19_optsgd_s1000_e1_b8_lr00001_3079.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
14.4
97
43.58
55
49.49
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2548
1,000
224
224
3
10
sgd
1
16
0.01
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0.36
22.99
23.01
model-npz/VGG19_optsgd_s1000_e1_b16_lr001_2592.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
16.2
99
48.39
56
50.13
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_2122
1,000
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
0.37
23.12
23.14
model-npz/VGG19_optsgd_s1000_e1_b16_lr0001_2490.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
15.78
100
47.56
56
50.72
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2126
1,000
224
224
3
10
sgd
1
16
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12.2
0.37
23.15
23.19
model-npz/VGG19_optsgd_s1000_e1_b16_lr00001_4134.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
16.52
99
48.02
56
51.27
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_1782
1,000
224
224
3
10
sgd
1
32
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0.83
26.74
26.76
model-npz/VGG19_optsgd_s1000_e1_b32_lr001_2529.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
17.65
100
54.96
57
51.45
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_2372
1,000
224
224
3
10
sgd
1
32
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2.15.1
12.2
0.83
26.76
26.79
model-npz/VGG19_optsgd_s1000_e1_b32_lr0001_2157.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
17.04
100
53.07
58
53.01
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1052
1,000
224
224
3
10
sgd
1
32
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0.84
27.03
27.06
model-npz/VGG19_optsgd_s1000_e1_b32_lr00001_1914.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
15.93
100
50.12
58
53.26
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_3820
1,000
224
224
3
10
sgd
1
64
0.01
2.15.1
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2.76
44.24
44.28
model-npz/VGG19_optsgd_s1000_e1_b64_lr001_2625.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
18.66
100
70.75
62
56.17
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_3104
1,000
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
2.77
44.35
44.38
model-npz/VGG19_optsgd_s1000_e1_b64_lr0001_3379.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
18.62
100
70.66
62
58.18
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2475
1,000
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
2.77
44.42
44.45
model-npz/VGG19_optsgd_s1000_e1_b64_lr00001_1344.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
18.42
100
70.88
62
57.2
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_3168
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.02
25.16
50.36
model-npz/VGG19_optsgd_s1000_e2_b1_lr001_1193.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
24.81
100
65.41
59
54.96
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2002
1,000
224
224
3
10
sgd
2
1
0.001
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0.02
24.9
49.83
model-npz/VGG19_optsgd_s1000_e2_b1_lr0001_3009.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
25.23
100
66.5
59
55.54
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2194
1,000
224
224
3
10
sgd
2
1
0.0001
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0.02
24.92
49.87
model-npz/VGG19_optsgd_s1000_e2_b1_lr00001_3114.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
25.91
100
68.7
60
56.45
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_1816
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.04
18.95
37.93
model-npz/VGG19_optsgd_s1000_e2_b2_lr001_3396.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
23.09
100
60.27
60
55.91
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_3025
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.04
19.02
38.06
model-npz/VGG19_optsgd_s1000_e2_b2_lr0001_1385.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
24.19
100
62.65
60
56.36
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2743
1,000
224
224
3
10
sgd
2
2
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model-npz/VGG19_optsgd_s1000_e2_b2_lr00001_1686.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
23.95
100
62.62
61
56.74
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_2745
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.06
15.97
31.96
model-npz/VGG19_optsgd_s1000_e2_b4_lr001_1836.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
20.85
100
57.24
61
56.49
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_2301
1,000
224
224
3
10
sgd
2
4
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12.2
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16
32.03
model-npz/VGG19_optsgd_s1000_e2_b4_lr0001_5722.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
21.69
95
59.17
60
56.04
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1437
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.06
16.24
32.51
model-npz/VGG19_optsgd_s1000_e2_b4_lr00001_6549.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
21.04
100
58.75
60
55.39
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_1394
1,000
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
0.12
14.91
29.84
model-npz/VGG19_optsgd_s1000_e2_b8_lr001_1447.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
19.1
100
54.7
61
56
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2978
1,000
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
0.12
15.04
30.12
model-npz/VGG19_optsgd_s1000_e2_b8_lr0001_2635.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
20.22
100
57.78
61
56.35
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_3125
1,000
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
0.12
15.09
30.2
model-npz/VGG19_optsgd_s1000_e2_b8_lr00001_2455.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
20.16
100
57.59
60
55.76
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_2581
1,000
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
0.25
15.74
31.51
model-npz/VGG19_optsgd_s1000_e2_b16_lr001_1084.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
22.12
100
58.11
60
55.47
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_1014
1,000
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
0.25
15.84
31.71
model-npz/VGG19_optsgd_s1000_e2_b16_lr0001_2745.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
21.61
100
59.82
60
55.51
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2498
1,000
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
0.25
15.59
31.23
model-npz/VGG19_optsgd_s1000_e2_b16_lr00001_9061.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
21.28
100
56.8
61
55.84
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_2724
1,000
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
0.54
17.25
34.52
model-npz/VGG19_optsgd_s1000_e2_b32_lr001_3199.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
21.64
100
62.41
62
56.73
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_3101
1,000
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
0.54
17.28
34.6
model-npz/VGG19_optsgd_s1000_e2_b32_lr0001_2408.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
24.16
100
64.83
61
56.7
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1462
1,000
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
0.54
17.23
34.48
model-npz/VGG19_optsgd_s1000_e2_b32_lr00001_2086.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
22.34
100
68.18
61
56.27
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_2083
1,000
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
1.61
25.79
51.63
model-npz/VGG19_optsgd_s1000_e2_b64_lr001_3374.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
23.73
100
74.56
61
57.74
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_3256
1,000
224
224
3
10
sgd
2
64
0.001
2.15.1
12.2
1.62
25.92
51.86
model-npz/VGG19_optsgd_s1000_e2_b64_lr0001_5539.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
21.67
100
72.16
61
57.22
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_3087
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
1.61
25.8
51.63
model-npz/VGG19_optsgd_s1000_e2_b64_lr00001_1115.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
24.22
100
75.56
62
57.08
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_1127
1,000
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.02
22.59
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model-npz/VGG19_optsgd_s1000_e5_b1_lr001_5684.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
29.97
100
77.89
62
57.94
VGG19_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_1083
1,000
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.02
22.71
113.58
model-npz/VGG19_optsgd_s1000_e5_b1_lr0001_1275.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
30.34
91
78.97
62
59.55
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_2238
1
224
224
3
10
adam
1
1
0.01
2.15.1
12.2
115.3
115.33
115.37
model-npz/DenseNet169_optadam_s1_e1_b1_lr001_6597.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
0.57
74
2.4
33
31.28
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1704
1
224
224
3
10
adam
1
1
0.001
2.15.1
12.2
113.23
113.27
113.29
model-npz/DenseNet169_optadam_s1_e1_b1_lr0001_4032.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
0.64
77
2.91
32
31.03
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_2584
1
224
224
3
10
adam
1
1
0.0001
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12.2
113.45
113.48
113.51
model-npz/DenseNet169_optadam_s1_e1_b1_lr00001_3238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.7
77
3.08
32
30.78
DenseNet169_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_1455
1
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
56.33
56.35
112.74
model-npz/DenseNet169_optadam_s1_e2_b1_lr001_7349.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
0.5
77
2.37
32
30.81