Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_2504
10
224
224
3
10
sgd
5
1
0.0001
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12.2
0.89
8.97
44.9
model-npz/ResNet101_optsgd_s10_e5_b1_lr00001_1553.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.86
71
4.56
33
31.12
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_2505
10
224
224
3
10
sgd
5
2
0.01
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12.2
1.8
9.02
45.16
model-npz/ResNet101_optsgd_s10_e5_b2_lr001_1457.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
0.83
69
3.78
33
31.13
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_9028
10
224
224
3
10
sgd
5
2
0.001
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12.2
1.71
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42.88
model-npz/ResNet101_optsgd_s10_e5_b2_lr0001_2059.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
0.8
76
4
33
31.16
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_3133
10
224
224
3
10
sgd
5
2
0.0001
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12.2
1.76
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44.26
model-npz/ResNet101_optsgd_s10_e5_b2_lr00001_3173.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
0.93
80
4.42
33
31.11
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_6017
10
224
224
3
10
sgd
5
4
0.01
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12.2
2.99
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44.95
model-npz/ResNet101_optsgd_s10_e5_b4_lr001_4393.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.14
88
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34
31.28
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_2465
10
224
224
3
10
sgd
5
4
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44.23
model-npz/ResNet101_optsgd_s10_e5_b4_lr0001_2639.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.32
91
6.64
34
31.61
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_5945
10
224
224
3
10
sgd
5
4
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45.79
model-npz/ResNet101_optsgd_s10_e5_b4_lr00001_3009.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.2
88
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34
31.58
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_1976
10
224
224
3
10
sgd
5
8
0.01
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12.2
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44.37
model-npz/ResNet101_optsgd_s10_e5_b8_lr001_6833.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.74
85
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34
31.42
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_1382
10
224
224
3
10
sgd
5
8
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12.2
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44.91
model-npz/ResNet101_optsgd_s10_e5_b8_lr0001_2023.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.53
86
6.58
34
31.52
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_2774
10
224
224
3
10
sgd
5
8
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12.2
4.48
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44.96
model-npz/ResNet101_optsgd_s10_e5_b8_lr00001_3209.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.54
81
6.33
34
31.39
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_3330
10
224
224
3
10
sgd
10
1
0.01
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12.2
0.5
5.04
50.47
model-npz/ResNet101_optsgd_s10_e10_b1_lr001_1771.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.5
79
8.38
33
31.44
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_7574
10
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.52
5.21
52.16
model-npz/ResNet101_optsgd_s10_e10_b1_lr0001_8424.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.41
68
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33
31.84
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_2954
10
224
224
3
10
sgd
10
1
0.0001
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12.2
0.52
5.23
52.41
model-npz/ResNet101_optsgd_s10_e10_b1_lr00001_2003.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.43
79
7.97
34
31.88
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_9213
10
224
224
3
10
sgd
10
2
0.01
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12.2
0.91
4.56
45.63
model-npz/ResNet101_optsgd_s10_e10_b2_lr001_1602.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.28
74
5.93
34
31.65
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_2557
10
224
224
3
10
sgd
10
2
0.001
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12.2
0.92
4.63
46.39
model-npz/ResNet101_optsgd_s10_e10_b2_lr0001_2234.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.34
80
6.36
34
31.98
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_3081
10
224
224
3
10
sgd
10
2
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12.2
0.92
4.64
46.43
model-npz/ResNet101_optsgd_s10_e10_b2_lr00001_1841.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
1.36
68
6.24
34
32.05
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_3245
10
224
224
3
10
sgd
10
4
0.01
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12.2
1.54
4.62
46.27
model-npz/ResNet101_optsgd_s10_e10_b4_lr001_2423.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.44
80
6.93
34
31.94
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_3023
10
224
224
3
10
sgd
10
4
0.001
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12.2
1.56
4.69
47.01
model-npz/ResNet101_optsgd_s10_e10_b4_lr0001_1309.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.56
81
7.24
34
31.8
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_1326
10
224
224
3
10
sgd
10
4
0.0001
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12.2
1.58
4.76
47.71
model-npz/ResNet101_optsgd_s10_e10_b4_lr00001_2329.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.81
87
8.58
35
32.09
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_2213
10
224
224
3
10
sgd
10
8
0.01
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12.2
2.28
4.57
45.76
model-npz/ResNet101_optsgd_s10_e10_b8_lr001_2462.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.71
78
6.96
36
32.26
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_2669
10
224
224
3
10
sgd
10
8
0.001
2.15.1
12.2
2.29
4.59
45.93
model-npz/ResNet101_optsgd_s10_e10_b8_lr0001_2685.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
1.52
77
6.4
36
32.38
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_1844
10
224
224
3
10
sgd
10
8
0.0001
2.15.1
12.2
2.23
4.47
44.81
model-npz/ResNet101_optsgd_s10_e10_b8_lr00001_7414.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
1.85
80
7.44
35
32.22
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_3007
100
224
224
3
10
sgd
1
1
0.01
2.15.1
12.2
0.51
51.2
51.23
model-npz/ResNet101_optsgd_s100_e1_b1_lr001_1817.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.47
73
8.09
33
31.88
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_9636
100
224
224
3
10
sgd
1
1
0.001
2.15.1
12.2
0.52
52.04
52.06
model-npz/ResNet101_optsgd_s100_e1_b1_lr0001_2408.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.39
72
7.69
34
32.1
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_2729
100
224
224
3
10
sgd
1
1
0.0001
2.15.1
12.2
0.51
51.13
51.17
model-npz/ResNet101_optsgd_s100_e1_b1_lr00001_9915.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
1.68
58
8.94
34
32.08
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_1852
100
224
224
3
10
sgd
1
2
0.01
2.15.1
12.2
0.93
46.7
46.72
model-npz/ResNet101_optsgd_s100_e1_b2_lr001_3217.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.17
79
5.65
33
31.68
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_2616
100
224
224
3
10
sgd
1
2
0.001
2.15.1
12.2
0.92
46.01
46.03
model-npz/ResNet101_optsgd_s100_e1_b2_lr0001_1807.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.28
76
6.43
34
31.96
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_2433
100
224
224
3
10
sgd
1
2
0.0001
2.15.1
12.2
0.92
45.97
46
model-npz/ResNet101_optsgd_s100_e1_b2_lr00001_1288.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
1.39
79
6.44
34
32.07
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_8531
100
224
224
3
10
sgd
1
4
0.01
2.15.1
12.2
1.73
43.33
43.36
model-npz/ResNet101_optsgd_s100_e1_b4_lr001_3050.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.48
67
6.24
34
31.91
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_1166
100
224
224
3
10
sgd
1
4
0.001
2.15.1
12.2
1.72
42.98
43.01
model-npz/ResNet101_optsgd_s100_e1_b4_lr0001_3517.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.29
81
5.49
34
31.5
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2455
100
224
224
3
10
sgd
1
4
0.0001
2.15.1
12.2
1.77
44.32
44.34
model-npz/ResNet101_optsgd_s100_e1_b4_lr00001_6532.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
1.13
74
5.57
34
32.08
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_2141
100
224
224
3
10
sgd
1
8
0.01
2.15.1
12.2
3.51
45.66
45.69
model-npz/ResNet101_optsgd_s100_e1_b8_lr001_3339.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.69
82
7.25
35
32.19
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_8604
100
224
224
3
10
sgd
1
8
0.001
2.15.1
12.2
3.42
44.51
44.53
model-npz/ResNet101_optsgd_s100_e1_b8_lr0001_9458.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
25
1.97
88
8.75
36
32.36
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_1306
100
224
224
3
10
sgd
1
8
0.0001
2.15.1
12.2
3.5
45.58
45.61
model-npz/ResNet101_optsgd_s100_e1_b8_lr00001_2780.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
1.67
83
6.56
36
32.4
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_2961
100
224
224
3
10
sgd
1
16
0.01
2.15.1
12.2
6.5
45.52
45.55
model-npz/ResNet101_optsgd_s100_e1_b16_lr001_3284.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
1.95
88
9.1
36
32.47
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_1353
100
224
224
3
10
sgd
1
16
0.001
2.15.1
12.2
6.59
46.13
46.16
model-npz/ResNet101_optsgd_s100_e1_b16_lr0001_8175.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
35
1.69
88
6.94
36
32.97
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_8341
100
224
224
3
10
sgd
1
16
0.0001
2.15.1
12.2
6.37
44.61
44.64
model-npz/ResNet101_optsgd_s100_e1_b16_lr00001_4220.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
36
2.35
87
7.96
37
33.14
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_3324
100
224
224
3
10
sgd
1
32
0.01
2.15.1
12.2
11.83
47.37
47.39
model-npz/ResNet101_optsgd_s100_e1_b32_lr001_1207.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
1.95
100
9.21
37
33.38
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_6343
100
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
11.59
46.4
46.43
model-npz/ResNet101_optsgd_s100_e1_b32_lr0001_6257.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
2.31
100
10.64
37
33.54
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_1278
100
224
224
3
10
sgd
1
32
0.0001
2.15.1
12.2
11.58
46.35
46.37
model-npz/ResNet101_optsgd_s100_e1_b32_lr00001_2999.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
40
2.93
100
10.9
37
33.49
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_1576
100
224
224
3
10
sgd
1
64
0.01
2.15.1
12.2
27.37
54.77
54.79
model-npz/ResNet101_optsgd_s100_e1_b64_lr001_1758.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
3.9
100
18.93
41
34.77
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_2841
100
224
224
3
10
sgd
1
64
0.001
2.15.1
12.2
26.65
53.33
53.36
model-npz/ResNet101_optsgd_s100_e1_b64_lr0001_2152.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
45
4.11
100
19.23
42
36.17
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_2559
100
224
224
3
10
sgd
1
64
0.0001
2.15.1
12.2
26.62
53.29
53.31
model-npz/ResNet101_optsgd_s100_e1_b64_lr00001_3211.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
5.09
100
20.4
42
36.22
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_7932
100
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.3
30.5
61.03
model-npz/ResNet101_optsgd_s100_e2_b1_lr001_1535.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
2.37
77
12.99
37
35.46
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_1956
100
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.31
31.16
62.36
model-npz/ResNet101_optsgd_s100_e2_b1_lr0001_2537.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
2.23
55
12.37
35
33.78
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_1788
100
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.3
30.47
60.97
model-npz/ResNet101_optsgd_s100_e2_b1_lr00001_2989.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.41
76
13.32
35
33.68
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_2849
100
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.51
25.71
51.46
model-npz/ResNet101_optsgd_s100_e2_b2_lr001_2583.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
2.07
73
9.99
35
33.15
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_2609
100
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.51
25.6
51.22
model-npz/ResNet101_optsgd_s100_e2_b2_lr0001_3146.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
1.89
69
9.03
35
33.12
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_3256
100
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.51
25.81
51.66
model-npz/ResNet101_optsgd_s100_e2_b2_lr00001_4729.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
2.08
75
9.52
35
32.84
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_5539
100
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.94
23.57
47.18
model-npz/ResNet101_optsgd_s100_e2_b4_lr001_4742.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
1.92
74
7.96
35
32.67
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_1692
100
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.91
22.86
45.75
model-npz/ResNet101_optsgd_s100_e2_b4_lr0001_9868.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
2.15
81
8.69
36
32.42
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_1250
100
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.93
23.28
46.6
model-npz/ResNet101_optsgd_s100_e2_b4_lr00001_1440.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
1.96
74
8.03
36
32.38
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_4217
100
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
1.83
23.89
47.81
model-npz/ResNet101_optsgd_s100_e2_b8_lr001_9774.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
27
2.48
90
8.81
36
32.75
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_7327
100
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
1.8
23.4
46.83
model-npz/ResNet101_optsgd_s100_e2_b8_lr0001_3238.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.34
86
8.4
37
33.01
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2042
100
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
1.84
24
48.04
model-npz/ResNet101_optsgd_s100_e2_b8_lr00001_2072.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
26
2.19
92
9.29
37
33.16
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_1198
100
224
224
3
10
sgd
2
16
0.01
2.15.1
12.2
3.26
22.82
45.66
model-npz/ResNet101_optsgd_s100_e2_b16_lr001_1818.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.82
90
10.74
37
33.04
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_1169
100
224
224
3
10
sgd
2
16
0.001
2.15.1
12.2
3.37
23.59
47.21
model-npz/ResNet101_optsgd_s100_e2_b16_lr0001_3300.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.64
90
10.53
37
33.19
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_2276
100
224
224
3
10
sgd
2
16
0.0001
2.15.1
12.2
3.32
23.26
46.56
model-npz/ResNet101_optsgd_s100_e2_b16_lr00001_2456.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
2.65
89
9.68
37
33.16
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2676
100
224
224
3
10
sgd
2
32
0.01
2.15.1
12.2
5.85
23.43
46.9
model-npz/ResNet101_optsgd_s100_e2_b32_lr001_4841.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
3.07
100
11.81
38
33.45
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_6792
100
224
224
3
10
sgd
2
32
0.001
2.15.1
12.2
6.05
24.22
48.47
model-npz/ResNet101_optsgd_s100_e2_b32_lr0001_1294.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
2.83
100
12.05
39
34.02
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2289
100
224
224
3
10
sgd
2
32
0.0001
2.15.1
12.2
5.82
23.32
46.67
model-npz/ResNet101_optsgd_s100_e2_b32_lr00001_1023.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
44
3.34
99
12.1
39
34.29
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_3025
100
224
224
3
10
sgd
2
64
0.01
2.15.1
12.2
13.45
26.92
53.88
model-npz/ResNet101_optsgd_s100_e2_b64_lr001_6427.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
5.26
100
20.64
42
35.15