Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_1627
100
224
224
3
10
sgd
10
32
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12.2
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5.6
56.1
model-npz/ResNet101_optsgd_s100_e10_b32_lr001_2739.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
7.52
100
21.52
41
34.5
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_1061
100
224
224
3
10
sgd
10
32
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12.2
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56.64
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
7.25
100
19.98
41
34.77
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1580
100
224
224
3
10
sgd
10
32
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12.2
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55.39
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
7.31
100
20.81
41
34.63
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2708
100
224
224
3
10
sgd
10
64
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3
6.01
60.11
model-npz/ResNet101_optsgd_s100_e10_b64_lr001_2497.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
8.37
100
27.28
44
36.14
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_1993
100
224
224
3
10
sgd
10
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model-npz/ResNet101_optsgd_s100_e10_b64_lr0001_1357.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
53
8.57
100
28.19
45
37.04
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_1083
100
224
224
3
10
sgd
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
60
9.57
100
28.49
45
37.58
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_3289
1,000
224
224
3
10
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model-npz/ResNet101_optsgd_s1000_e1_b1_lr001_1999.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
15
4.74
75
26.94
39
35.32
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_6982
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224
224
3
10
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144.12
model-npz/ResNet101_optsgd_s1000_e1_b1_lr0001_1576.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
17
4.91
80
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36
33.44
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_6453
1,000
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224
3
10
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141.76
141.8
model-npz/ResNet101_optsgd_s1000_e1_b1_lr00001_6846.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.95
69
28.21
36
33.41
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_1923
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224
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10
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94.99
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
5.4
65
24.39
36
32.88
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1284
1,000
224
224
3
10
sgd
1
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94.34
94.37
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
5.43
66
24.75
36
32.95
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1695
1,000
224
224
3
10
sgd
1
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0.0001
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12.2
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92.31
92.34
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
5.48
76
24.94
37
33.51
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_2081
1,000
224
224
3
10
sgd
1
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65.75
65.77
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
6.08
85
22.59
38
33.44
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_4077
1,000
224
224
3
10
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68.73
68.76
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
5.74
73
21.69
38
33.45
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2393
1,000
224
224
3
10
sgd
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67.96
67.99
model-npz/ResNet101_optsgd_s1000_e1_b4_lr00001_2947.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
5.84
69
22.36
38
33.63
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_1682
1,000
224
224
3
10
sgd
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56.28
56.31
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
6.11
91
19.44
39
33.7
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_3651
1,000
224
224
3
10
sgd
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57.4
57.43
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
6.23
91
20.59
40
33.45
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2317
1,000
224
224
3
10
sgd
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55.48
55.5
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
6.34
92
20.45
40
33.98
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2291
1,000
224
224
3
10
sgd
1
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55.98
model-npz/ResNet101_optsgd_s1000_e1_b16_lr001_3193.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.26
98
19.71
40
33.76
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1190
1,000
224
224
3
10
sgd
1
16
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55.02
55.04
model-npz/ResNet101_optsgd_s1000_e1_b16_lr0001_3261.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.36
94
19.99
41
34.2
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2783
1,000
224
224
3
10
sgd
1
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57.92
57.96
model-npz/ResNet101_optsgd_s1000_e1_b16_lr00001_1268.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
6.6
93
18.75
41
34.16
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_1329
1,000
224
224
3
10
sgd
1
32
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55.04
55.08
model-npz/ResNet101_optsgd_s1000_e1_b32_lr001_2445.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
7.31
99
19.2
41
34.62
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_3244
1,000
224
224
3
10
sgd
1
32
0.001
2.15.1
12.2
1.72
55.2
55.23
model-npz/ResNet101_optsgd_s1000_e1_b32_lr0001_1086.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
7.25
100
19.11
41
34.66
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3165
1,000
224
224
3
10
sgd
1
32
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55.33
55.36
model-npz/ResNet101_optsgd_s1000_e1_b32_lr00001_2128.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
7.22
99
20.9
41
34.98
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2845
1,000
224
224
3
10
sgd
1
64
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3.84
61.57
61.6
model-npz/ResNet101_optsgd_s1000_e1_b64_lr001_3078.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
9.01
100
28.69
43
35.59
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_1935
1,000
224
224
3
10
sgd
1
64
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3.82
61.13
61.16
model-npz/ResNet101_optsgd_s1000_e1_b64_lr0001_2283.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
8.55
100
25.85
44
36.71
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2450
1,000
224
224
3
10
sgd
1
64
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12.2
3.77
60.3
60.32
model-npz/ResNet101_optsgd_s1000_e1_b64_lr00001_2328.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
8.89
100
27.89
44
37.04
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_3221
1,000
224
224
3
10
sgd
2
1
0.01
2.15.1
12.2
0.12
123.76
247.55
model-npz/ResNet101_optsgd_s1000_e2_b1_lr001_2428.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
5.8
62
32.87
39
35.75
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_1030
1,000
224
224
3
10
sgd
2
1
0.001
2.15.1
12.2
0.12
123.61
247.25
model-npz/ResNet101_optsgd_s1000_e2_b1_lr0001_2942.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
5.78
72
32.69
36
34.51
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2446
1,000
224
224
3
10
sgd
2
1
0.0001
2.15.1
12.2
0.12
120.37
240.77
model-npz/ResNet101_optsgd_s1000_e2_b1_lr00001_2163.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
5.88
81
33.54
37
34.81
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_3440
1,000
224
224
3
10
sgd
2
2
0.01
2.15.1
12.2
0.15
73.8
147.63
model-npz/ResNet101_optsgd_s1000_e2_b2_lr001_1704.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
7.13
70
32.09
38
34.81
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_1993
1,000
224
224
3
10
sgd
2
2
0.001
2.15.1
12.2
0.14
73.58
147.2
model-npz/ResNet101_optsgd_s1000_e2_b2_lr0001_6788.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
7.13
74
32.34
38
35.38
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1838
1,000
224
224
3
10
sgd
2
2
0.0001
2.15.1
12.2
0.15
74.78
149.6
model-npz/ResNet101_optsgd_s1000_e2_b2_lr00001_2016.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
6.98
74
31.58
39
35.42
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_2097
1,000
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
0.19
47.4
94.83
model-npz/ResNet101_optsgd_s1000_e2_b4_lr001_1325.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
8.79
73
33.02
40
35.19
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_2841
1,000
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
0.19
47.86
95.74
model-npz/ResNet101_optsgd_s1000_e2_b4_lr0001_2574.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
8.31
77
31.25
40
35.42
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2383
1,000
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
0.19
47.25
94.54
model-npz/ResNet101_optsgd_s1000_e2_b4_lr00001_2727.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
8.42
81
31.69
42
36
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_1554
1,000
224
224
3
10
sgd
2
8
0.01
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12.2
0.28
35.22
70.47
model-npz/ResNet101_optsgd_s1000_e2_b8_lr001_1286.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
9.88
91
31.15
43
36.93
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_5860
1,000
224
224
3
10
sgd
2
8
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12.2
0.28
35.31
70.66
model-npz/ResNet101_optsgd_s1000_e2_b8_lr0001_2900.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
9.85
91
31.73
44
37.29
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1301
1,000
224
224
3
10
sgd
2
8
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12.2
0.28
35.54
71.12
model-npz/ResNet101_optsgd_s1000_e2_b8_lr00001_2905.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
9.37
92
29.67
45
37.66
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_2601
1,000
224
224
3
10
sgd
2
16
0.01
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12.2
0.53
33.45
66.93
model-npz/ResNet101_optsgd_s1000_e2_b16_lr001_1406.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
11.09
93
28.58
45
37.99
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_3382
1,000
224
224
3
10
sgd
2
16
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2.15.1
12.2
0.53
33.29
66.62
model-npz/ResNet101_optsgd_s1000_e2_b16_lr0001_2523.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
11.01
95
29.51
46
37.84
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2301
1,000
224
224
3
10
sgd
2
16
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12.2
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33.13
66.3
model-npz/ResNet101_optsgd_s1000_e2_b16_lr00001_1337.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
10.91
91
28.94
46
38.36
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_1732
1,000
224
224
3
10
sgd
2
32
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12.2
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31.76
63.55
model-npz/ResNet101_optsgd_s1000_e2_b32_lr001_2228.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
11.63
100
29.04
45
38.1
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_1023
1,000
224
224
3
10
sgd
2
32
0.001
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12.2
1.01
32.51
65.05
model-npz/ResNet101_optsgd_s1000_e2_b32_lr0001_8727.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
52
11.71
100
28.97
46
38.06
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_8298
1,000
224
224
3
10
sgd
2
32
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2.15.1
12.2
0.99
31.7
63.44
model-npz/ResNet101_optsgd_s1000_e2_b32_lr00001_1297.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
11.8
99
28.99
47
38.41
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_4157
1,000
224
224
3
10
sgd
2
64
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2.17
34.78
69.59
model-npz/ResNet101_optsgd_s1000_e2_b64_lr001_1590.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
12.06
100
33.84
47
39.25
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1939
1,000
224
224
3
10
sgd
2
64
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12.2
2.16
34.57
69.17
model-npz/ResNet101_optsgd_s1000_e2_b64_lr0001_2262.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
58
11.78
100
32.24
49
39.58
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2076
1,000
224
224
3
10
sgd
2
64
0.0001
2.15.1
12.2
2.15
34.47
68.97
model-npz/ResNet101_optsgd_s1000_e2_b64_lr00001_3124.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
12.97
100
33.19
49
40.37
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_8160
1,000
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.11
114.84
574.24
model-npz/ResNet101_optsgd_s1000_e5_b1_lr001_3392.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
6.45
68
36.03
43
36.27
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_1217
1,000
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.11
109.47
547.42
model-npz/ResNet101_optsgd_s1000_e5_b1_lr0001_1613.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
6.64
62
37.72
37
35.84
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2161
1,000
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.11
108.79
544
model-npz/ResNet101_optsgd_s1000_e5_b1_lr00001_1687.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
6.71
77
38.22
37
36.08
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_3206
1,000
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.12
60.63
303.18
model-npz/ResNet101_optsgd_s1000_e5_b2_lr001_1499.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
8.95
75
41.07
39
36.73
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_6825
1,000
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.12
60.49
302.52
model-npz/ResNet101_optsgd_s1000_e5_b2_lr0001_2458.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
8.97
68
40.56
40
37.5
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1468
1,000
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.11
58.44
292.25
model-npz/ResNet101_optsgd_s1000_e5_b2_lr00001_1914.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
9.19
74
41.86
42
38.93
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_1560
1,000
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
0.14
34.81
174.11
model-npz/ResNet101_optsgd_s1000_e5_b4_lr001_8333.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
11.47
70
42.31
41
32.88
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_1195
1,000
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
0.14
35.44
177.23
model-npz/ResNet101_optsgd_s1000_e5_b4_lr0001_2914.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
11.94
75
44.26
43
38.76
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3037
1,000
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
0.13
33.42
167.17
model-npz/ResNet101_optsgd_s1000_e5_b4_lr00001_9736.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
12.41
85
46
48
41.39
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_1750
1,000
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
0.18
22.27
111.38
model-npz/ResNet101_optsgd_s1000_e5_b8_lr001_3388.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
16.19
91
49.94
49
42.76
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_2427
1,000
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
0.18
22.28
111.44
model-npz/ResNet101_optsgd_s1000_e5_b8_lr0001_3510.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
30
15.84
92
49.03
50
43.73
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_7592
1,000
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
0.18
22.96
114.84
model-npz/ResNet101_optsgd_s1000_e5_b8_lr00001_4971.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
15.63
92
48.62
53
44.85
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_1757
1,000
224
224
3
10
sgd
5
16
0.01
2.15.1
12.2
0.31
19.55
97.81
model-npz/ResNet101_optsgd_s1000_e5_b16_lr001_2439.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
18.55
92
46.86
51
45.07
ResNet101_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1397
1,000
224
224
3
10
sgd
5
16
0.001
2.15.1
12.2
0.31
19.72
98.68
model-npz/ResNet101_optsgd_s1000_e5_b16_lr0001_2057.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
18.38
97
46.14
53
44.61