Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
xet
Community
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
46
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100
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52
47.2
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3140
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
47
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100
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53
47.73
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
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53
48.92
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_7817
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Nvidia
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Tesla
6
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16
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732.2
0
49
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54
49.55
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_8874
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Nvidia
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Tesla
6
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100
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VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_4399
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Nvidia
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6
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53.22
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_3341
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6
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Nvidia
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Tesla
6
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16
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56.29
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Nvidia
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Tesla
6
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16
hbm2
732.2
0
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25.36
100
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53.61
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Nvidia
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Tesla
6
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16
hbm2
732.2
0
37
25.16
100
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55
52.2
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3487
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
37
24.85
100
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56
52.19
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_2551
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
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22.57
100
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55
51.76
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_4392
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Nvidia
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Tesla
6
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16
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732.2
0
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22.76
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55
51.22
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_3124
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
38
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56
51.78
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_6262
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Nvidia
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Tesla
6
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56
16
hbm2
732.2
0
37
20.32
100
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55
51.67
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1711
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
20.42
100
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55
51.34
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1997
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
20.67
100
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57
51.95
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2941
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
36
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52.06
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_8761
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
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56
52.04
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
17.51
100
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58
51.83
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2284
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
46
20.37
100
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57
53.01
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
46
20
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52.99
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1252
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10
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model-npz/VGG19_optadam_s1000_e2_b16_lr00001_2589.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
21.65
100
58.06
59
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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49
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100
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54.25
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1682
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
47
19.99
100
59.75
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54.8
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1738
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
49
21.63
100
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61
55.66
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_3108
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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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22.38
100
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57.09
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1149
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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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100
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61
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
hbm2
732.2
0
61
21.2
100
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63
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VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_1241
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model-npz/VGG19_optadam_s1000_e5_b1_lr001_3125.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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30.57
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58
56.1
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_1594
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Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
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30.78
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VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_3760
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model-npz/VGG19_optadam_s1000_e5_b1_lr00001_5852.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
30.68
100
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60
57.07
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2512
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model-npz/VGG19_optadam_s1000_e5_b2_lr001_2547.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
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29.96
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60
56.77
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2273
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model-npz/VGG19_optadam_s1000_e5_b2_lr0001_2544.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
38
29.35
100
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60
57.25
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2309
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model-npz/VGG19_optadam_s1000_e5_b2_lr00001_6728.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
38
29.72
100
74.65
62
58.28
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_2192
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10
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model-npz/VGG19_optadam_s1000_e5_b4_lr001_2879.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
27.53
100
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60
57.14
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_3164
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10
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model-npz/VGG19_optadam_s1000_e5_b4_lr0001_2495.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
26.62
100
70.17
61
57.1
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1673
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model-npz/VGG19_optadam_s1000_e5_b4_lr00001_6259.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
27.42
100
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64
58.9
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_2900
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model-npz/VGG19_optadam_s1000_e5_b8_lr001_2129.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
25.19
100
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61
57.81
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_2953
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10
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model-npz/VGG19_optadam_s1000_e5_b8_lr0001_4079.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
37
25.18
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62
57.58
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2452
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10
adam
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model-npz/VGG19_optadam_s1000_e5_b8_lr00001_2936.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
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56
16
hbm2
732.2
0
37
25.3
100
69.55
63
58.62
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_2061
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224
224
3
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model-npz/VGG19_optadam_s1000_e5_b16_lr001_1562.npz
Nvidia
Tesla P100-PCIE-16GB
Tesla
6
3,584
56
16
hbm2
732.2
0
46
28.14
100
68.62
60
56.42
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_6691
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224
224
3
10
adam
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59.12
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
56.96
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1789
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224
224
3
10
adam
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59.02
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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224
3
10
adam
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61.05
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
69.46
61
56.82
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2954
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224
224
3
10
adam
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61.16
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
71.61
63
58.41
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2518
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224
224
3
10
adam
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32
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61.76
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
224
3
10
adam
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64
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76.9
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
76.03
61
57.43
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_2797
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224
224
3
10
adam
5
64
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15.36
76.85
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
75.4
63
59.07
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_6334
1,000
224
224
3
10
adam
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64
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15.38
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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
76.74
63
58.99
VGG19_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_2181
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224
224
3
10
adam
10
1
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23.43
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
1,000
224
224
3
10
adam
10
1
0.001
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12.2
0.02
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
1,000
224
224
3
10
adam
10
1
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12.2
0.02
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
1,000
224
224
3
10
adam
10
2
0.01
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12.2
0.03
16.69
166.97
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
0.001
2.15.1
12.2
0.03
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
10
2
0.0001
2.15.1
12.2
0.03
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
10
4
0.01
2.15.1
12.2
0.05
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
0.001
2.15.1
12.2
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
0.0001
2.15.1
12.2
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
0.01
2.15.1
12.2
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
2.15.1
12.2
0.09
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