Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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32
hbm2
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640
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93
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Nvidia
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7
5,120
80
32
hbm2
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640
45
17.44
83
34.45
55
48.18
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10
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Nvidia
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Tesla
7
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80
32
hbm2
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640
44
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84
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57
48.77
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224
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10
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Nvidia
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Tesla
7
5,120
80
32
hbm2
1,130
640
43
18.38
83
36.24
57
49.36
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2305
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224
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10
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32
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Nvidia
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Tesla
7
5,120
80
32
hbm2
1,130
640
56
20.72
94
38.74
56
49.32
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_6932
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224
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10
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Nvidia
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Tesla
7
5,120
80
32
hbm2
1,130
640
55
19.89
94
37.07
57
48.69
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_5978
1,000
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224
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10
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model-npz/ResNet50_optsgd_s1000_e5_b32_lr00001_2913.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
55
20.35
100
38.24
57
49.13
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_2456
1,000
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224
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10
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model-npz/ResNet50_optsgd_s1000_e5_b64_lr001_4942.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
72
22.53
97
40.33
57
49.37
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_2647
1,000
224
224
3
10
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64
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model-npz/ResNet50_optsgd_s1000_e5_b64_lr0001_1070.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
23.47
100
43.01
58
50.14
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1288
1,000
224
224
3
10
sgd
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41.99
model-npz/ResNet50_optsgd_s1000_e5_b64_lr00001_7246.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
70
24.04
97
42.51
58
50.34
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_2403
1,000
224
224
3
10
sgd
10
1
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54.36
543.64
model-npz/ResNet50_optsgd_s1000_e10_b1_lr001_3933.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
5.96
100
25.97
51
36.1
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_2547
1,000
224
224
3
10
sgd
10
1
0.001
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12.2
0.05
55.63
556.33
model-npz/ResNet50_optsgd_s1000_e10_b1_lr0001_7535.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
5.85
74
25.09
37
34.04
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e1_b1_lr01_6817
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331
331
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10
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156.3
model-npz/NASNetLarge_optadam_s1_e1_b1_lr001_1628.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.24
67
0.82
28
26.3
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e1_b1_lr001_3643
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331
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.17
63
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30
28.34
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e1_b1_lr0001_1388
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331
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.14
65
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30
27.34
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e2_b1_lr01_1967
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331
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.26
57
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30
28.41
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e2_b1_lr001_2267
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331
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10
adam
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model-npz/NASNetLarge_optadam_s1_e2_b1_lr0001_1368.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.24
55
0.78
30
28.5
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e2_b1_lr0001_1957
1
331
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10
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model-npz/NASNetLarge_optadam_s1_e2_b1_lr00001_7135.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
0.29
73
0.71
30
28.56
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e5_b1_lr01_3326
1
331
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10
adam
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model-npz/NASNetLarge_optadam_s1_e5_b1_lr001_2809.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.27
64
0.86
30
28.5
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e5_b1_lr001_5151
1
331
331
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10
adam
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156.94
model-npz/NASNetLarge_optadam_s1_e5_b1_lr0001_1262.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.25
68
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30
28.55
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e5_b1_lr0001_1287
1
331
331
3
10
adam
5
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159.8
model-npz/NASNetLarge_optadam_s1_e5_b1_lr00001_4890.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.21
62
0.76
30
28.5
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e10_b1_lr01_3012
1
331
331
3
10
adam
10
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159.74
model-npz/NASNetLarge_optadam_s1_e10_b1_lr001_3160.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.23
46
0.93
30
28.47
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e10_b1_lr001_1508
1
331
331
3
10
adam
10
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159.45
model-npz/NASNetLarge_optadam_s1_e10_b1_lr0001_2226.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.26
54
0.98
30
28.51
NASNetLarge_architecture_optadam_s1_ipd331x331x3_opd10_e10_b1_lr0001_8262
1
331
331
3
10
adam
10
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158.11
model-npz/NASNetLarge_optadam_s1_e10_b1_lr00001_1278.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
0.33
52
0.98
31
28.68
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b1_lr01_1864
10
331
331
3
10
adam
1
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156.05
156.08
model-npz/NASNetLarge_optadam_s10_e1_b1_lr001_3347.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.24
62
1
31
28.6
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b1_lr001_1041
10
331
331
3
10
adam
1
1
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160.73
160.76
model-npz/NASNetLarge_optadam_s10_e1_b1_lr0001_1206.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.23
53
0.89
31
28.53
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b1_lr0001_2121
10
331
331
3
10
adam
1
1
0.0001
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159.41
159.44
model-npz/NASNetLarge_optadam_s10_e1_b1_lr00001_1255.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.35
70
1.17
31
28.63
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b2_lr01_2323
10
331
331
3
10
adam
1
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31.96
159.87
159.91
model-npz/NASNetLarge_optadam_s10_e1_b2_lr001_2296.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.28
67
0.93
31
28.56
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b2_lr001_1867
10
331
331
3
10
adam
1
2
0.001
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31.47
157.4
157.44
model-npz/NASNetLarge_optadam_s10_e1_b2_lr0001_1479.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
0.31
66
1.12
31
28.62
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b2_lr0001_2024
10
331
331
3
10
adam
1
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0.0001
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31.27
156.4
156.43
model-npz/NASNetLarge_optadam_s10_e1_b2_lr00001_1723.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
0.23
73
0.91
32
28.02
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b4_lr01_1873
10
331
331
3
10
adam
1
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52.8
158.45
158.49
model-npz/NASNetLarge_optadam_s10_e1_b4_lr001_3155.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
0.66
78
2.03
35
29.15
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b4_lr001_3073
10
331
331
3
10
adam
1
4
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53.7
161.16
161.2
model-npz/NASNetLarge_optadam_s10_e1_b4_lr0001_2592.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
0.52
82
1.74
34
28.58
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b4_lr0001_7672
10
331
331
3
10
adam
1
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54.34
163.06
163.1
model-npz/NASNetLarge_optadam_s10_e1_b4_lr00001_2770.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
37
0.67
81
1.87
35
28.79
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b8_lr01_1934
10
331
331
3
10
adam
1
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160.21
model-npz/NASNetLarge_optadam_s10_e1_b8_lr001_1416.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
0.99
80
2.57
36
29.23
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b8_lr001_1938
10
331
331
3
10
adam
1
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161.44
model-npz/NASNetLarge_optadam_s10_e1_b8_lr0001_7630.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
44
0.88
97
2.18
35
29.54
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e1_b8_lr0001_1253
10
331
331
3
10
adam
1
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160.5
160.54
model-npz/NASNetLarge_optadam_s10_e1_b8_lr00001_2151.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
0.77
92
2.23
36
29.05
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b1_lr01_8552
10
331
331
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10
adam
2
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160.47
model-npz/NASNetLarge_optadam_s10_e2_b1_lr001_3413.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.43
70
1.53
32
28.58
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b1_lr001_2269
10
331
331
3
10
adam
2
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161.37
model-npz/NASNetLarge_optadam_s10_e2_b1_lr0001_8368.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.45
65
1.52
32
28.73
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b1_lr0001_1693
10
331
331
3
10
adam
2
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162.23
model-npz/NASNetLarge_optadam_s10_e2_b1_lr00001_2646.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.39
59
1.49
32
29.02
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b2_lr01_2099
10
331
331
3
10
adam
2
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79.61
159.27
model-npz/NASNetLarge_optadam_s10_e2_b2_lr001_1096.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.39
64
1.34
33
28.97
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b2_lr001_3269
10
331
331
3
10
adam
2
2
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15.83
79.19
158.43
model-npz/NASNetLarge_optadam_s10_e2_b2_lr0001_2368.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.46
66
1.54
33
28.06
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b2_lr0001_2718
10
331
331
3
10
adam
2
2
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15.92
79.64
159.33
model-npz/NASNetLarge_optadam_s10_e2_b2_lr00001_2779.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
21
0.42
64
1.52
33
28.75
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b4_lr01_2272
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331
331
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161.45
model-npz/NASNetLarge_optadam_s10_e2_b4_lr001_1738.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
0.61
80
2.06
35
29.18
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b4_lr001_4046
10
331
331
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10
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163.91
model-npz/NASNetLarge_optadam_s10_e2_b4_lr0001_1393.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
32
0.69
80
2.12
35
28.37
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b4_lr0001_1320
10
331
331
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10
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0.0001
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12.2
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161.1
model-npz/NASNetLarge_optadam_s10_e2_b4_lr00001_1442.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
28
0.69
81
2.15
35
28.55
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b8_lr01_3121
10
331
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10
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40
80.02
160.1
model-npz/NASNetLarge_optadam_s10_e2_b8_lr001_2563.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
0.98
83
2.55
37
29.42
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b8_lr001_1683
10
331
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10
adam
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162.12
model-npz/NASNetLarge_optadam_s10_e2_b8_lr0001_3215.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
48
0.94
97
2.34
36
29.84
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e2_b8_lr0001_1442
10
331
331
3
10
adam
2
8
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81.43
162.9
model-npz/NASNetLarge_optadam_s10_e2_b8_lr00001_1263.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
0.94
97
2.62
37
29.13
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b1_lr01_3497
10
331
331
3
10
adam
5
1
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12.2
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33.12
165.66
model-npz/NASNetLarge_optadam_s10_e5_b1_lr001_9108.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
0.79
74
2.7
33
28.71
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b1_lr001_3379
10
331
331
3
10
adam
5
1
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12.2
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33.5
167.59
model-npz/NASNetLarge_optadam_s10_e5_b1_lr0001_2131.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
0.76
65
2.63
33
28.98
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b1_lr0001_4412
10
331
331
3
10
adam
5
1
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12.2
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33.34
166.75
model-npz/NASNetLarge_optadam_s10_e5_b1_lr00001_7548.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
0.78
72
2.76
33
29.28
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b2_lr01_3034
10
331
331
3
10
adam
5
2
0.01
2.15.1
12.2
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31.97
159.9
model-npz/NASNetLarge_optadam_s10_e5_b2_lr001_2282.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
0.7
69
2.41
35
29.01
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b2_lr001_7628
10
331
331
3
10
adam
5
2
0.001
2.15.1
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31.9
159.55
model-npz/NASNetLarge_optadam_s10_e5_b2_lr0001_2438.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
26
0.7
73
2.42
34
29.28
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b2_lr0001_7032
10
331
331
3
10
adam
5
2
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6.48
32.46
162.35
model-npz/NASNetLarge_optadam_s10_e5_b2_lr00001_1538.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
0.64
89
2.15
35
29.14
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b4_lr01_2679
10
331
331
3
10
adam
5
4
0.01
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12.2
10.77
32.34
161.75
model-npz/NASNetLarge_optadam_s10_e5_b4_lr001_2816.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
34
1.04
82
3.25
37
28.39
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b4_lr001_3215
10
331
331
3
10
adam
5
4
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2.15.1
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10.86
32.6
163.07
model-npz/NASNetLarge_optadam_s10_e5_b4_lr0001_3090.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
33
0.89
85
2.75
36
28.58
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b4_lr0001_3329
10
331
331
3
10
adam
5
4
0.0001
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12.2
10.69
32.11
160.6
model-npz/NASNetLarge_optadam_s10_e5_b4_lr00001_1226.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
0.94
84
2.97
37
28.64
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b8_lr01_2857
10
331
331
3
10
adam
5
8
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16.56
33.15
165.8
model-npz/NASNetLarge_optadam_s10_e5_b8_lr001_3166.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
49
1.35
95
3.44
37
29.09
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b8_lr001_2172
10
331
331
3
10
adam
5
8
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2.15.1
12.2
16.33
32.68
163.46
model-npz/NASNetLarge_optadam_s10_e5_b8_lr0001_2605.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
1.25
94
3.25
37
29.64
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e5_b8_lr0001_2370
10
331
331
3
10
adam
5
8
0.0001
2.15.1
12.2
16.54
33.1
165.56
model-npz/NASNetLarge_optadam_s10_e5_b8_lr00001_1476.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
1.3
94
3.34
37
29.52
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b1_lr01_1458
10
331
331
3
10
adam
10
1
0.01
2.15.1
12.2
1.78
17.84
178.46
model-npz/NASNetLarge_optadam_s10_e10_b1_lr001_3042.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.23
49
4.38
35
28.94
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b1_lr001_4615
10
331
331
3
10
adam
10
1
0.001
2.15.1
12.2
1.78
17.83
178.43
model-npz/NASNetLarge_optadam_s10_e10_b1_lr0001_1409.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
22
1.31
68
4.49
35
29.5
NASNetLarge_architecture_optadam_s10_ipd331x331x3_opd10_e10_b1_lr0001_2227
10
331
331
3
10
adam
10
1
0.0001
2.15.1
12.2
1.77
17.82
178.31
model-npz/NASNetLarge_optadam_s10_e10_b1_lr00001_2730.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
1.35
72
4.47
35
30.11