Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
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32
hbm2
1,130
640
53
6.89
97
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52
42.74
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
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3.47
53
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45
39.62
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_3473
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3
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
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3.5
57
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39
37.22
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_8892
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3
10
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model-npz/ResNet101_optadam_s1000_e1_b1_lr00001_9196.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
15
3.55
55
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41
39.06
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_6433
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
13
3.22
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44
40.28
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_1630
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
16
3.23
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44
41.12
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2842
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Nvidia
Tesla V100S-PCIE-32GB
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7
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32
hbm2
1,130
640
17
3.22
62
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43
39.67
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_2224
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model-npz/ResNet101_optadam_s1000_e1_b4_lr001_1781.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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32
hbm2
1,130
640
18
3.23
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45
40.84
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_2108
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
3.33
60
11.06
45
40.44
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_3099
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3
10
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87.24
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
3.3
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11.27
45
39.81
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_2555
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3
10
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75.73
75.76
model-npz/ResNet101_optadam_s1000_e1_b8_lr001_2269.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
3.59
68
10.02
46
39.82
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_8459
1,000
224
224
3
10
adam
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8
0.001
2.15.1
12.2
0.61
76.57
76.6
model-npz/ResNet101_optadam_s1000_e1_b8_lr0001_1971.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
3.73
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10.37
48
39.98
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2376
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3
10
adam
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
3.52
68
10.05
48
40.33
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2281
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224
224
3
10
adam
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1.16
73.12
73.16
model-npz/ResNet101_optadam_s1000_e1_b16_lr001_6437.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
4.51
86
10.2
49
40.63
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_1719
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3
10
adam
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72.22
model-npz/ResNet101_optadam_s1000_e1_b16_lr0001_7027.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
4.84
85
10.8
50
41.52
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_9990
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224
224
3
10
adam
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72.79
model-npz/ResNet101_optadam_s1000_e1_b16_lr00001_2258.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
4.59
81
10.65
50
42.35
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1272
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3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
50
4.69
89
10.23
51
42.88
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1453
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224
3
10
adam
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32
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model-npz/ResNet101_optadam_s1000_e1_b32_lr0001_1110.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
4.97
92
11.03
50
41.04
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1695
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3
10
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71.18
model-npz/ResNet101_optadam_s1000_e1_b32_lr00001_8672.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
5.31
91
11.66
49
41.12
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1177
1,000
224
224
3
10
adam
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73.29
model-npz/ResNet101_optadam_s1000_e1_b64_lr001_1064.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
58
6.22
98
13.18
53
42.29
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1844
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224
224
3
10
adam
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64
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73.61
model-npz/ResNet101_optadam_s1000_e1_b64_lr0001_1244.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
5.86
98
13.07
53
41.83
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1589
1,000
224
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3
10
adam
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64
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73.6
model-npz/ResNet101_optadam_s1000_e1_b64_lr00001_2386.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
59
5.99
98
13.86
52
42.27
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_1410
1,000
224
224
3
10
adam
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1
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0.13
131.55
263.14
model-npz/ResNet101_optadam_s1000_e2_b1_lr001_2488.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.46
58
21.55
44
39.35
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_6855
1,000
224
224
3
10
adam
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1
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132.22
264.5
model-npz/ResNet101_optadam_s1000_e2_b1_lr0001_5832.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.42
60
20.05
42
39.45
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2044
1,000
224
224
3
10
adam
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1
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0.13
133.39
266.83
model-npz/ResNet101_optadam_s1000_e2_b1_lr00001_2553.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
4.45
57
20.95
41
39.05
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_4714
1,000
224
224
3
10
adam
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2
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0.16
82.91
165.85
model-npz/ResNet101_optadam_s1000_e2_b2_lr001_3378.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.29
46
19.22
43
40.2
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1959
1,000
224
224
3
10
adam
2
2
0.001
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12.2
0.16
81.3
162.64
model-npz/ResNet101_optadam_s1000_e2_b2_lr0001_1291.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
4.49
62
19.42
45
40.94
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_4825
1,000
224
224
3
10
adam
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2
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0.16
81.96
163.96
model-npz/ResNet101_optadam_s1000_e2_b2_lr00001_2940.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
4.48
58
19.66
45
41.38
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_1378
1,000
224
224
3
10
adam
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4
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0.22
56.87
113.78
model-npz/ResNet101_optadam_s1000_e2_b4_lr001_1215.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
4.69
64
15.87
48
42.58
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1772
1,000
224
224
3
10
adam
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4
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12.2
0.22
56.61
113.26
model-npz/ResNet101_optadam_s1000_e2_b4_lr0001_2084.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4.98
65
16.78
47
42.09
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_2931
1
224
224
3
10
adam
10
1
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12.2
6.33
6.34
63.45
model-npz/ResNet101_optadam_s1_e10_b1_lr00001_1813.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.29
53
1.46
30
27.88
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_2150
10
224
224
3
10
adam
2
8
0.01
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16.24
32.5
65.03
model-npz/ResNet101_optadam_s10_e2_b8_lr001_1466.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
24
1.29
76
4.24
35
31.41
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1456
1,000
224
224
3
10
adam
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4
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12.2
0.22
56.6
113.27
model-npz/ResNet101_optadam_s1000_e2_b4_lr00001_3301.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
4.86
60
16.1
43
36.81
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1660
1,000
224
224
3
10
adam
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8
0.01
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12.2
0.35
44.25
88.54
model-npz/ResNet101_optadam_s1000_e2_b8_lr001_1599.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
23
5.68
66
15.86
47
38.38
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2523
1,000
224
224
3
10
adam
2
8
0.001
2.15.1
12.2
0.35
43.66
87.38
model-npz/ResNet101_optadam_s1000_e2_b8_lr0001_3138.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
27
5.64
73
15.81
46
38.98
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2042
1,000
224
224
3
10
adam
2
8
0.0001
2.15.1
12.2
0.35
44.13
88.31
model-npz/ResNet101_optadam_s1000_e2_b8_lr00001_8014.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
5.72
69
15.68
47
39.17
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1599
1,000
224
224
3
10
adam
2
16
0.01
2.15.1
12.2
0.64
40.4
80.84
model-npz/ResNet101_optadam_s1000_e2_b16_lr001_2177.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
40
6.65
81
15.5
49
39.17
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_2500
1,000
224
224
3
10
adam
2
16
0.001
2.15.1
12.2
0.63
39.85
79.74
model-npz/ResNet101_optadam_s1000_e2_b16_lr0001_2795.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
41
7.05
82
15.48
48
39.45
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2393
1,000
224
224
3
10
adam
2
16
0.0001
2.15.1
12.2
0.63
39.8
79.66
model-npz/ResNet101_optadam_s1000_e2_b16_lr00001_1680.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
6.8
83
14.98
49
39.81
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1836
1,000
224
224
3
10
adam
2
32
0.01
2.15.1
12.2
1.2
38.58
77.22
model-npz/ResNet101_optadam_s1000_e2_b32_lr001_3398.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
52
7.66
93
15.29
50
39.74
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_5690
1,000
224
224
3
10
adam
2
32
0.001
2.15.1
12.2
1.2
38.35
76.74
model-npz/ResNet101_optadam_s1000_e2_b32_lr0001_1978.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
8.07
93
16.39
50
39.81
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224
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10
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77.17
model-npz/ResNet101_optadam_s1000_e2_b32_lr00001_2038.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
7.78
91
15.59
50
40.15
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_2876
1,000
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224
3
10
adam
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12.2
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39.42
78.9
model-npz/ResNet101_optadam_s1000_e2_b64_lr001_1873.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
75
9.08
98
18.88
52
41.11
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_3006
1,000
224
224
3
10
adam
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12.2
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38.67
77.38
model-npz/ResNet101_optadam_s1000_e2_b64_lr0001_1018.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
65
9.45
98
18.41
53
42.18
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2600
1,000
224
224
3
10
adam
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39.09
78.22
model-npz/ResNet101_optadam_s1000_e2_b64_lr00001_2664.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
64
9.5
99
18.88
53
42.85
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2712
1,000
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224
3
10
adam
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112.25
561.31
model-npz/ResNet101_optadam_s1000_e5_b1_lr001_1409.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
5.33
48
22.88
45
40.2
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_1949
1,000
224
224
3
10
adam
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1
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114.87
574.41
model-npz/ResNet101_optadam_s1000_e5_b1_lr0001_1484.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
5.18
66
24.9
39
35.87
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2250
1,000
224
224
3
10
adam
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1
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114.76
573.88
model-npz/ResNet101_optadam_s1000_e5_b1_lr00001_3228.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
5.21
58
25.43
38
35.51
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2445
1,000
224
224
3
10
adam
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2
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12.2
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62.31
311.62
model-npz/ResNet101_optadam_s1000_e5_b2_lr001_2033.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
5.37
68
25.64
45
39.84
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2330
1,000
224
224
3
10
adam
5
2
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12.2
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62.35
311.79
model-npz/ResNet101_optadam_s1000_e5_b2_lr0001_3968.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
5.93
63
25.52
45
41.72
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_1462
1,000
224
224
3
10
adam
5
4
0.01
2.15.1
12.2
0.15
38.44
192.24
model-npz/ResNet101_optadam_s1000_e5_b4_lr001_9245.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
7.27
100
24.46
48
41.41
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_2126
1,000
224
224
3
10
adam
5
4
0.001
2.15.1
12.2
0.15
38.63
193.23
model-npz/ResNet101_optadam_s1000_e5_b4_lr0001_2226.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
7.29
71
24.19
49
42.69
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1685
1,000
224
224
3
10
adam
5
4
0.0001
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12.2
0.15
38.43
192.25
model-npz/ResNet101_optadam_s1000_e5_b4_lr00001_2978.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
7.28
69
24.38
48
42.76
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_1520
1,000
224
224
3
10
adam
5
8
0.01
2.15.1
12.2
0.2
25.4
127.07
model-npz/ResNet101_optadam_s1000_e5_b8_lr001_2303.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
30
9.84
83
27.2
52
42.93
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_2819
1,000
224
224
3
10
adam
5
8
0.001
2.15.1
12.2
0.2
25.44
127.24
model-npz/ResNet101_optadam_s1000_e5_b8_lr0001_2999.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
25
9.83
69
27.09
53
44.13
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1585
1,000
224
224
3
10
adam
5
8
0.0001
2.15.1
12.2
0.2
25.6
128.06
model-npz/ResNet101_optadam_s1000_e5_b8_lr00001_1045.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
31
9.7
84
26.87
54
44.2
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_1260
1,000
224
224
3
10
adam
5
16
0.01
2.15.1
12.2
0.33
21.08
105.48
model-npz/ResNet101_optadam_s1000_e5_b16_lr001_1552.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
38
11.87
89
26.2
55
44.18
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_3023
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.33
21.1
105.54
model-npz/ResNet101_optadam_s1000_e5_b16_lr0001_2143.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
12.43
83
26.25
55
43.99
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1421
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.33
20.69
103.53
model-npz/ResNet101_optadam_s1000_e5_b16_lr00001_4484.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
39
12.42
86
26.71
55
44.02
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_9999
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.59
18.9
94.55
model-npz/ResNet101_optadam_s1000_e5_b32_lr001_7518.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
14.35
93
27.11
56
43.82
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_4983
1,000
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.59
18.86
94.35
model-npz/ResNet101_optadam_s1000_e5_b32_lr0001_2358.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
14.09
93
26.68
56
44.29
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1520
1,000
224
224
3
10
adam
5
32
0.0001
2.15.1
12.2
0.59
18.92
94.69
model-npz/ResNet101_optadam_s1000_e5_b32_lr00001_2618.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
54
13.94
92
26.3
55
44.05