Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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6
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6
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Nvidia
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Nvidia
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Nvidia
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16
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33.46
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Nvidia
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16
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Nvidia
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6
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16
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33.23
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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22
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33.14
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Nvidia
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6
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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33.38
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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33
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37
33.39
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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33.42
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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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33.9
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Nvidia
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6
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16
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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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34.12
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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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47
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39
34.53
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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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46
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34.85
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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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35.56
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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
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42
36.59
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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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43
37.12
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Nvidia
Tesla P100-PCIE-16GB
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6
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16
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35.58
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10
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Nvidia
Tesla P100-PCIE-16GB
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6
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34.77
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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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7
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34.55
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Nvidia
Tesla P100-PCIE-16GB
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6
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56
16
hbm2
732.2
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7.47
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28.74
37
34.53
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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
14
7.31
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28.17
38
34.81
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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
16
7.33
76
28.19
38
35.06
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_1786
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224
224
3
10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
7.76
74
24.91
38
34.86
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_3118
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224
3
10
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4
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
8.26
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26.72
38
35.11
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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
22
7.96
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39
35.11
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10
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
8.28
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40
35.49
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10
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30.18
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
8.49
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23.71
40
35.43
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224
224
3
10
adam
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8
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29.11
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
8.64
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24.16
40
35.6
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1094
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model-npz/ResNet50_optadam_s1000_e2_b16_lr001_1105.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
9.12
93
23.61
41
35.67
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1636
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224
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10
adam
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16
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57.42
model-npz/ResNet50_optadam_s1000_e2_b16_lr0001_1159.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
9.21
96
24.85
41
36.14
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224
3
10
adam
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
9.22
94
23.66
40
36.05
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_2873
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224
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10
adam
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32
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model-npz/ResNet50_optadam_s1000_e2_b32_lr001_1988.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
9.38
100
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42
36.17
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_6697
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224
3
10
adam
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32
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model-npz/ResNet50_optadam_s1000_e2_b32_lr0001_3336.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
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42
36.79
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1640
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10
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32
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model-npz/ResNet50_optadam_s1000_e2_b32_lr00001_8847.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
51
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100
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41
36.72
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_3927
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224
3
10
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model-npz/ResNet50_optadam_s1000_e2_b64_lr001_8766.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
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100
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44
37.34
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_6227
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224
3
10
adam
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
57
10.35
100
30.59
44
38.34
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2037
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224
224
3
10
adam
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64
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
54
10.98
100
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45
39.01
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1494
1,000
224
224
3
10
adam
5
2
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41.26
206.33
model-npz/ResNet50_optadam_s1000_e5_b2_lr00001_2134.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
15
9.73
76
37.22
39
36.54
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_3242
1,000
224
224
3
10
adam
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4
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24.42
122.13
model-npz/ResNet50_optadam_s1000_e5_b4_lr001_5615.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
22
12.49
74
40.02
42
37.42
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_1528
1,000
224
224
3
10
adam
5
4
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24.05
120.31
model-npz/ResNet50_optadam_s1000_e5_b4_lr0001_8620.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
24
12.6
77
40.25
42
38.44
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2161
1,000
224
224
3
10
adam
5
4
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12.2
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24.27
121.39
model-npz/ResNet50_optadam_s1000_e5_b4_lr00001_1554.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
23
12.4
79
39.8
43
38.78
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_9562
1,000
224
224
3
10
adam
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8
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16.69
83.48
model-npz/ResNet50_optadam_s1000_e5_b8_lr001_2128.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
14.83
88
40.72
47
39.86
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_1618
1,000
224
224
3
10
adam
5
8
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12.2
0.13
16.94
84.76
model-npz/ResNet50_optadam_s1000_e5_b8_lr0001_6614.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
14.39
89
39.27
46
40.74
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2484
1,000
224
224
3
10
adam
5
8
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12.2
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16.92
84.67
model-npz/ResNet50_optadam_s1000_e5_b8_lr00001_2737.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
33
14.94
88
40.52
46
40.53
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_2320
1,000
224
224
3
10
adam
5
16
0.01
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0.24
15.3
76.57
model-npz/ResNet50_optadam_s1000_e5_b16_lr001_2459.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
16.21
93
37.75
46
40.62
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_1032
1,000
224
224
3
10
adam
5
16
0.001
2.15.1
12.2
0.24
15.34
76.75
model-npz/ResNet50_optadam_s1000_e5_b16_lr0001_3061.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
42
16.22
95
38.36
46
40.83
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2403
1,000
224
224
3
10
adam
5
16
0.0001
2.15.1
12.2
0.24
15.33
76.69
model-npz/ResNet50_optadam_s1000_e5_b16_lr00001_1225.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
41
15.69
96
37.39
48
41.07
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_8667
1,000
224
224
3
10
adam
5
32
0.01
2.15.1
12.2
0.45
14.37
71.88
model-npz/ResNet50_optadam_s1000_e5_b32_lr001_1215.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
16.72
96
37.72
49
42.24
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2007
1,000
224
224
3
10
adam
5
32
0.001
2.15.1
12.2
0.45
14.51
72.57
model-npz/ResNet50_optadam_s1000_e5_b32_lr0001_1062.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
48
17.21
100
38.53
47
42.07