Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files Community
1
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Nvidia
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6
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16
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52
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Nvidia
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6
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16
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Nvidia
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Tesla
6
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16
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48.92
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Nvidia
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6
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49.55
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Nvidia
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6
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16
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53.61
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Nvidia
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Tesla
6
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16
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52.2
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Nvidia
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6
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16
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0
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Nvidia
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6
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16
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55
51.76
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Nvidia
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6
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16
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51.22
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Nvidia
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Tesla
6
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16
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Nvidia
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Tesla
6
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16
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0
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55
51.67
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Nvidia
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Tesla
6
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16
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0
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20.42
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55
51.34
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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57
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Nvidia
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Tesla
6
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16
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Nvidia
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Tesla
6
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
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Nvidia
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Tesla
6
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16
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53.01
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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20
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52.99
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
46
21.65
100
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54.2
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1034
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
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49
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100
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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100
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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100
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57.56
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1842
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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30.57
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56.1
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
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30.78
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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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30.68
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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16
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
38
29.35
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
38
29.72
100
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62
58.28
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_2192
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
27.53
100
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60
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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
37
26.62
100
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61
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
27.42
100
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64
58.9
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model-npz/VGG19_optadam_s1000_e5_b8_lr001_2129.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
25.19
100
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61
57.81
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
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62
57.58
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
25.3
100
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63
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VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_2061
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224
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
28.14
100
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60
56.42
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_6691
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model-npz/VGG19_optadam_s1000_e5_b16_lr0001_3003.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
27.78
99
66.39
62
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VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1789
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224
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10
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model-npz/VGG19_optadam_s1000_e5_b16_lr00001_7642.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
47
28.24
99
67.97
62
57.93
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_1084
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model-npz/VGG19_optadam_s1000_e5_b32_lr001_1167.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
26.84
100
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61
56.82
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2954
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224
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10
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model-npz/VGG19_optadam_s1000_e5_b32_lr0001_4113.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
49
28.77
100
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63
58.41
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2518
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224
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model-npz/VGG19_optadam_s1000_e5_b32_lr00001_1539.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
50
27.69
100
68.85
63
58.39
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_1135
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224
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10
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model-npz/VGG19_optadam_s1000_e5_b64_lr001_2541.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
28.9
100
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61
57.43
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_2797
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224
3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b64_lr0001_2178.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
61
27.73
100
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63
59.07
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_6334
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224
224
3
10
adam
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model-npz/VGG19_optadam_s1000_e5_b64_lr00001_2395.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
62
28.65
100
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63
58.99
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_2181
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224
224
3
10
adam
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234.29
model-npz/VGG19_optadam_s1000_e10_b1_lr001_5474.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
32.97
100
82.97
59
56.8
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_2486
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224
224
3
10
adam
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23.31
233.1
model-npz/VGG19_optadam_s1000_e10_b1_lr0001_4181.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
33.09
92
83.04
60
57.75
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_1359
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224
224
3
10
adam
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23.47
234.72
model-npz/VGG19_optadam_s1000_e10_b1_lr00001_1464.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
32.98
92
82.73
61
58.77
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_2221
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224
224
3
10
adam
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16.69
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model-npz/VGG19_optadam_s1000_e10_b2_lr001_1690.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
33.01
100
82.65
60
58.09
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_2922
1,000
224
224
3
10
adam
10
2
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16.73
167.34
model-npz/VGG19_optadam_s1000_e10_b2_lr0001_2225.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
32.96
100
82.45
61
58.88
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2861
1,000
224
224
3
10
adam
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16.81
168.17
model-npz/VGG19_optadam_s1000_e10_b2_lr00001_2202.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
32.86
94
81.84
61
59.16
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_1293
1,000
224
224
3
10
adam
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4
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13.18
131.83
model-npz/VGG19_optadam_s1000_e10_b4_lr001_1142.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
30.68
95
80.15
61
58.24
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_3200
1,000
224
224
3
10
adam
10
4
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0.05
13.27
132.76
model-npz/VGG19_optadam_s1000_e10_b4_lr0001_3295.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
30.59
100
80.28
62
59.25
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_2250
1,000
224
224
3
10
adam
10
4
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0.05
13.29
132.94
model-npz/VGG19_optadam_s1000_e10_b4_lr00001_1744.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
30.94
100
81.11
62
59.46
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_2006
1,000
224
224
3
10
adam
10
8
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0.09
11.67
116.71
model-npz/VGG19_optadam_s1000_e10_b8_lr001_9224.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
29.64
100
80.69
62
58.68
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_1939
1,000
224
224
3
10
adam
10
8
0.001
2.15.1
12.2
0.09
11.68
116.89
model-npz/VGG19_optadam_s1000_e10_b8_lr0001_8972.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
29.91
97
80.74
61
59.08
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_1409
1,000
224
224
3
10
adam
10
8
0.0001
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11.69
116.96
model-npz/VGG19_optadam_s1000_e10_b8_lr00001_1166.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
29.59
100
80.04
65
60.43