Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.55
76
20.17
36
33.24
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100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
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17
4.72
81
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37
33.23
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2128
100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
18
4.46
80
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37
33.06
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_2374
100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
19
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74
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38
32.92
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_1412
100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
4.22
76
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38
33.17
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_1660
100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
28
4.65
89
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39
33.35
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1207
100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
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27
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85
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38
33.26
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1093
100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
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16
hbm2
732.2
0
25
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33.01
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_8621
100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.83
93
13.71
39
33.2
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_3422
100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
4.79
93
13.76
40
33.25
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_2430
100
224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
4.8
93
13.42
39
33.19
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_1110
100
224
224
3
10
adam
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32
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
5.15
99
14.38
40
33.33
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_1971
100
224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
5.59
100
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40
33.32
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_8270
100
224
224
3
10
adam
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model-npz/ResNet101_optadam_s100_e10_b32_lr00001_1818.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
5.27
100
14.42
40
33.32
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_1610
100
224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
6.06
100
18.77
42
34.04
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_6731
100
224
224
3
10
adam
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model-npz/ResNet101_optadam_s100_e10_b64_lr0001_3195.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
5.8
100
17.8
43
34.7
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_1342
100
224
224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
65
5.84
100
19.09
42
35.08
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_1646
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224
224
3
10
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model-npz/ResNet101_optadam_s1000_e1_b1_lr001_4245.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.77
72
24.42
37
34.05
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_2444
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224
224
3
10
adam
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model-npz/ResNet101_optadam_s1000_e1_b1_lr0001_2375.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
14
4.79
62
24.6
36
33.56
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_4085
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224
224
3
10
adam
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model-npz/ResNet101_optadam_s1000_e1_b1_lr00001_1890.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.78
77
24.55
36
33.64
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_3438
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224
224
3
10
adam
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131.05
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.52
80
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36
32.99
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_1031
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224
224
3
10
adam
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129.99
model-npz/ResNet101_optadam_s1000_e1_b2_lr0001_2807.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
4.61
76
20.3
36
32.94
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_7673
1,000
224
224
3
10
adam
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129.52
129.55
model-npz/ResNet101_optadam_s1000_e1_b2_lr00001_3248.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
4.61
75
20.46
36
32.8
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_7309
1,000
224
224
3
10
adam
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100.25
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model-npz/ResNet101_optadam_s1000_e1_b4_lr001_2584.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
21
4.44
74
16.86
37
32.77
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_9016
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224
224
3
10
adam
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102.51
102.54
model-npz/ResNet101_optadam_s1000_e1_b4_lr0001_1617.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
19
4.32
75
16.24
38
33.13
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2562
1,000
224
224
3
10
adam
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103.24
model-npz/ResNet101_optadam_s1000_e1_b4_lr00001_6455.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
20
4.2
74
15.73
37
33.05
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_2428
1,000
224
224
3
10
adam
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87.93
87.96
model-npz/ResNet101_optadam_s1000_e1_b8_lr001_1509.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
4.48
91
14.23
39
33.25
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2298
1,000
224
224
3
10
adam
1
8
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88.77
88.79
model-npz/ResNet101_optadam_s1000_e1_b8_lr0001_1263.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
4.32
89
13.9
39
33.34
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3281
1,000
224
224
3
10
adam
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8
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86.91
model-npz/ResNet101_optadam_s1000_e1_b8_lr00001_2918.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
29
4.26
89
13.59
39
33.26
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_7898
100
224
224
3
10
adam
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16
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11.32
79.28
79.54
model-npz/ResNet101_optadam_s100_e1_b16_lr00001_2224.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
1.05
88
3.74
38
35.14
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_3610
1,000
224
224
3
10
adam
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1.39
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87.65
model-npz/ResNet101_optadam_s1000_e1_b16_lr001_2312.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
4.58
95
12.67
40
33.83
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_2646
1,000
224
224
3
10
adam
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86.56
model-npz/ResNet101_optadam_s1000_e1_b16_lr0001_1934.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.89
93
14.85
40
34.29
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1864
1,000
224
224
3
10
adam
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87.15
model-npz/ResNet101_optadam_s1000_e1_b16_lr00001_1737.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
4.94
93
14.22
40
34.19
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1060
1,000
224
224
3
10
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32
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85.88
85.91
model-npz/ResNet101_optadam_s1000_e1_b32_lr001_2038.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
5.19
100
14.94
41
34.28
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2015
1,000
224
224
3
10
adam
1
32
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12.2
2.72
87.14
87.17
model-npz/ResNet101_optadam_s1000_e1_b32_lr0001_1064.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
5.37
100
14.89
41
34.13
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3356
1,000
224
224
3
10
adam
1
32
0.0001
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12.2
2.68
86
86.03
model-npz/ResNet101_optadam_s1000_e1_b32_lr00001_2976.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
5.17
100
15.35
40
34.1
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1394
1,000
224
224
3
10
adam
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64
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5.73
91.83
91.86
model-npz/ResNet101_optadam_s1000_e1_b64_lr001_3191.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
63
6.14
100
18.66
42
34.7
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1701
1,000
224
224
3
10
adam
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64
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5.84
93.57
93.6
model-npz/ResNet101_optadam_s1000_e1_b64_lr0001_1592.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
5.61
100
17.07
43
35.3
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_9655
1,000
224
224
3
10
adam
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64
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12.2
5.82
93.22
93.25
model-npz/ResNet101_optadam_s1000_e1_b64_lr00001_3081.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
5.99
100
20.08
42
35.47
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_1766
1,000
224
224
3
10
adam
2
1
0.01
2.15.1
12.2
0.15
148.36
296.75
model-npz/ResNet101_optadam_s1000_e2_b1_lr001_2553.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
13
6.09
58
31.13
38
35.35
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_9478
1,000
224
224
3
10
adam
2
1
0.001
2.15.1
12.2
0.15
153.61
307.27
model-npz/ResNet101_optadam_s1000_e2_b1_lr0001_3187.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
16
5.73
71
29.93
37
34.92
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_6858
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Nvidia
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6
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16
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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732.2
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16
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35.34
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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15
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39
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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732.2
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19
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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732.2
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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732.2
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35.21
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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41
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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732.2
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42
35.48
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
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42
35.51
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3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
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21.37
43
35.58
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224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
39
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44
35.76
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_5347
1,000
224
224
3
10
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model-npz/ResNet101_optadam_s1000_e2_b16_lr00001_8823.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
7.83
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20.75
44
35.82
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_3142
1,000
224
224
3
10
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32
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47.56
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model-npz/ResNet101_optadam_s1000_e2_b32_lr001_1354.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
8.45
100
21.83
44
35.96
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1061
1,000
224
224
3
10
adam
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32
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model-npz/ResNet101_optadam_s1000_e2_b32_lr0001_2746.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
8.19
100
21
44
35.97
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2552
1,000
224
224
3
10
adam
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32
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model-npz/ResNet101_optadam_s1000_e2_b32_lr00001_2563.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
8.6
100
21.39
43
35.94
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_6466
1,000
224
224
3
10
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64
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51.12
102.26
model-npz/ResNet101_optadam_s1000_e2_b64_lr001_2689.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
8.88
100
24.14
46
36.31
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1469
1,000
224
224
3
10
adam
2
64
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3.12
50
100.02
model-npz/ResNet101_optadam_s1000_e2_b64_lr0001_1121.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
56
9.2
100
25.23
46
37.2
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2862
1,000
224
224
3
10
adam
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64
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12.2
3.19
51.14
102.32
model-npz/ResNet101_optadam_s1000_e2_b64_lr00001_2386.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
66
9.06
100
23.32
46
37.46
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2865
1,000
224
224
3
10
adam
5
2
0.001
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12.2
0.14
71.83
359.19
model-npz/ResNet101_optadam_s1000_e5_b2_lr0001_6430.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
17
8.77
80
38.95
40
37.01
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1438
1,000
224
224
3
10
adam
5
2
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12.2
0.14
70.95
354.81
model-npz/ResNet101_optadam_s1000_e5_b2_lr00001_1424.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
8.74
69
39.11
41
37.82