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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_1325
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.0001 |
2.15.1
| 12.2 | 1.05 | 7.34 | 14.7 |
model-npz/VGG16_optsgd_s100_e2_b16_lr00001_8580.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 41 | 11.8 | 100 | 43.12 | 41 | 37.3 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2397
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.01 |
2.15.1
| 12.2 | 2.35 | 9.4 | 18.83 |
model-npz/VGG16_optsgd_s100_e2_b32_lr001_1283.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 42 | 11.94 | 100 | 48.92 | 43 | 38.82 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_2732
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.001 |
2.15.1
| 12.2 | 2.34 | 9.37 | 18.78 |
model-npz/VGG16_optsgd_s100_e2_b32_lr0001_2263.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 11.76 | 100 | 46.35 | 44 | 40.02 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2334
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.0001 |
2.15.1
| 12.2 | 2.34 | 9.4 | 18.82 |
model-npz/VGG16_optsgd_s100_e2_b32_lr00001_1020.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 46 | 12.42 | 100 | 48.46 | 45 | 41.35 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_2186
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.01 |
2.15.1
| 12.2 | 9.19 | 18.39 | 36.83 |
model-npz/VGG16_optsgd_s100_e2_b64_lr001_1532.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 15.9 | 100 | 67.32 | 51 | 44.95 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_1752
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 9.22 | 18.46 | 36.96 |
model-npz/VGG16_optsgd_s100_e2_b64_lr0001_2980.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 50 | 17.1 | 100 | 72.44 | 54 | 48.6 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_1779
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 9.19 | 18.39 | 36.8 |
model-npz/VGG16_optsgd_s100_e2_b64_lr00001_2807.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 17.38 | 100 | 71.21 | 55 | 50.5 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_9422
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 0.03 | 3.07 | 15.39 |
model-npz/VGG16_optsgd_s100_e5_b1_lr001_1485.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 14.22 | 89 | 41.51 | 50 | 47.29 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2946
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 0.03 | 3.09 | 15.49 |
model-npz/VGG16_optsgd_s100_e5_b1_lr0001_2308.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 13.74 | 100 | 38.95 | 47 | 44.44 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_1274
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.03 | 3.08 | 15.42 |
model-npz/VGG16_optsgd_s100_e5_b1_lr00001_7105.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 14.44 | 100 | 40.41 | 45 | 42.49 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_8364
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 0.05 | 2.66 | 13.33 |
model-npz/VGG16_optsgd_s100_e5_b2_lr001_1482.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 11.95 | 100 | 34.89 | 45 | 41.08 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1096
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 0.05 | 2.68 | 13.45 |
model-npz/VGG16_optsgd_s100_e5_b2_lr0001_2980.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 12.05 | 100 | 34.08 | 44 | 39.8 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_4216
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.05 | 2.64 | 13.25 |
model-npz/VGG16_optsgd_s100_e5_b2_lr00001_2976.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 12.5 | 100 | 34.8 | 42 | 38.5 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_8847
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 0.1 | 2.55 | 12.78 |
model-npz/VGG16_optsgd_s100_e5_b4_lr001_1784.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 10.45 | 100 | 32.5 | 42 | 37.97 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_9010
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 0.1 | 2.59 | 12.99 |
model-npz/VGG16_optsgd_s100_e5_b4_lr0001_2493.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 9.97 | 100 | 30.03 | 42 | 37.84 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_2252
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.1 | 2.56 | 12.83 |
model-npz/VGG16_optsgd_s100_e5_b4_lr00001_1031.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 11.75 | 100 | 36 | 42 | 37.58 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_5986
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 0.24 | 3.11 | 15.6 |
model-npz/VGG16_optsgd_s100_e5_b8_lr001_1749.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 12.68 | 100 | 42.83 | 43 | 38.22 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_3400
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 0.23 | 3.07 | 15.38 |
model-npz/VGG16_optsgd_s100_e5_b8_lr0001_1466.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 11.28 | 100 | 39.7 | 43 | 38.21 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_1050
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.24 | 3.1 | 15.51 |
model-npz/VGG16_optsgd_s100_e5_b8_lr00001_2129.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 11.86 | 99 | 40.9 | 43 | 38.5 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_3188
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 0.48 | 3.37 | 16.87 |
model-npz/VGG16_optsgd_s100_e5_b16_lr001_6074.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 45 | 13.8 | 100 | 47.96 | 44 | 39.29 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_1621
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 0.5 | 3.5 | 17.53 |
model-npz/VGG16_optsgd_s100_e5_b16_lr0001_1843.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 46 | 13.25 | 100 | 42.59 | 44 | 39.43 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_1103
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.48 | 3.35 | 16.79 |
model-npz/VGG16_optsgd_s100_e5_b16_lr00001_6652.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 41 | 12.96 | 100 | 41.26 | 44 | 39.37 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2660
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 1.04 | 4.18 | 20.94 |
model-npz/VGG16_optsgd_s100_e5_b32_lr001_1385.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 49 | 15.35 | 100 | 56.29 | 46 | 41.53 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_2058
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 1.04 | 4.18 | 20.95 |
model-npz/VGG16_optsgd_s100_e5_b32_lr0001_2107.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 15.27 | 100 | 51.22 | 47 | 42 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_1199
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 1.04 | 4.16 | 20.84 |
model-npz/VGG16_optsgd_s100_e5_b32_lr00001_1978.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 46 | 14.4 | 100 | 51.4 | 47 | 43.11 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_3306
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 3.85 | 7.72 | 38.61 |
model-npz/VGG16_optsgd_s100_e5_b64_lr001_3087.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 61 | 17.93 | 100 | 74.02 | 52 | 46.91 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1379
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 3.85 | 7.7 | 38.56 |
model-npz/VGG16_optsgd_s100_e5_b64_lr0001_6788.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 56 | 16.84 | 100 | 68.94 | 54 | 49.19 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_6922
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 3.86 | 7.73 | 38.67 |
model-npz/VGG16_optsgd_s100_e5_b64_lr00001_4717.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 18.1 | 100 | 71.38 | 55 | 51.17 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_2398
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.02 | 2.4 | 24.07 |
model-npz/VGG16_optsgd_s100_e10_b1_lr001_3745.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 18.39 | 90 | 48.57 | 50 | 48.02 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_2639
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.02 | 2.42 | 24.26 |
model-npz/VGG16_optsgd_s100_e10_b1_lr0001_2054.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 19.14 | 100 | 52.49 | 49 | 45.78 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_1030
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 2.39 | 23.94 |
model-npz/VGG16_optsgd_s100_e10_b1_lr00001_2463.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 19.19 | 100 | 51.59 | 47 | 44.41 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_1780
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 0.04 | 1.93 | 19.35 |
model-npz/VGG16_optsgd_s100_e10_b2_lr001_2270.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 17.48 | 100 | 47.16 | 47 | 43.68 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_1099
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 0.04 | 1.94 | 19.45 |
model-npz/VGG16_optsgd_s100_e10_b2_lr0001_2067.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 17.63 | 92 | 46.04 | 47 | 43.16 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_1561
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.04 | 1.97 | 19.73 |
model-npz/VGG16_optsgd_s100_e10_b2_lr00001_1133.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 17.34 | 92 | 46.26 | 46 | 42.74 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_1795
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 0.07 | 1.8 | 18.05 |
model-npz/VGG16_optsgd_s100_e10_b4_lr001_1705.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 15.06 | 97 | 42.48 | 46 | 42.29 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1579
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 0.07 | 1.76 | 17.66 |
model-npz/VGG16_optsgd_s100_e10_b4_lr0001_1416.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 14.86 | 100 | 42.94 | 46 | 41.94 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_3307
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.07 | 1.75 | 17.59 |
model-npz/VGG16_optsgd_s100_e10_b4_lr00001_3595.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 15.04 | 100 | 41.96 | 46 | 41.31 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_3601
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 0.15 | 1.95 | 19.56 |
model-npz/VGG16_optsgd_s100_e10_b8_lr001_2770.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 15.3 | 99 | 48.92 | 47 | 41.96 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_1228
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 0.15 | 1.95 | 19.58 |
model-npz/VGG16_optsgd_s100_e10_b8_lr0001_5057.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 15.82 | 99 | 49.14 | 47 | 42.41 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_1764
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.15 | 1.97 | 19.77 |
model-npz/VGG16_optsgd_s100_e10_b8_lr00001_4863.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 35 | 15.72 | 100 | 49.62 | 48 | 43 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_2819
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.01 |
2.15.1
| 12.2 | 0.3 | 2.11 | 21.16 |
model-npz/VGG16_optsgd_s100_e10_b16_lr001_2417.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 46 | 17.36 | 100 | 51.72 | 48 | 43.48 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_1031
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 0.29 | 2.02 | 20.26 |
model-npz/VGG16_optsgd_s100_e10_b16_lr0001_2875.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 17.41 | 100 | 53.27 | 48 | 43.9 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_3154
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.29 | 2.05 | 20.55 |
model-npz/VGG16_optsgd_s100_e10_b16_lr00001_2753.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 44 | 16.62 | 100 | 50.06 | 48 | 44 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_2295
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 0.61 | 2.43 | 24.31 |
model-npz/VGG16_optsgd_s100_e10_b32_lr001_2017.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 17.79 | 100 | 54.64 | 50 | 45.33 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_2854
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 0.6 | 2.42 | 24.28 |
model-npz/VGG16_optsgd_s100_e10_b32_lr0001_2692.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 18.54 | 100 | 57.92 | 51 | 45.97 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_2252
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.6 | 2.4 | 24.06 |
model-npz/VGG16_optsgd_s100_e10_b32_lr00001_1667.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 17.1 | 100 | 56.12 | 51 | 46.63 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2415
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 2.1 | 4.21 | 42.15 |
model-npz/VGG16_optsgd_s100_e10_b64_lr001_8502.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 61 | 19.73 | 100 | 73.97 | 54 | 49.45 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_2051
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 2.1 | 4.2 | 42.03 |
model-npz/VGG16_optsgd_s100_e10_b64_lr0001_2130.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 19.59 | 100 | 74.41 | 57 | 52.1 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_8536
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 2.1 | 4.2 | 42.09 |
model-npz/VGG16_optsgd_s100_e10_b64_lr00001_4442.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 19.1 | 100 | 74.19 | 58 | 54.04 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_9317
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 0.02 | 24.42 | 24.45 |
model-npz/VGG16_optsgd_s1000_e1_b1_lr001_5571.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 17.36 | 100 | 47.24 | 53 | 49.58 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_1086
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 0.02 | 24.06 | 24.08 |
model-npz/VGG16_optsgd_s1000_e1_b1_lr0001_2538.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 18.1 | 90 | 49.06 | 49 | 46.39 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2058
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 23.89 | 23.91 |
model-npz/VGG16_optsgd_s1000_e1_b1_lr00001_1981.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 18.26 | 90 | 49.31 | 47 | 44.29 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_1730
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 0.04 | 19.46 | 19.48 |
model-npz/VGG16_optsgd_s1000_e1_b2_lr001_4067.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 16.28 | 100 | 43.7 | 47 | 43.32 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_2187
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 0.04 | 19.53 | 19.56 |
model-npz/VGG16_optsgd_s1000_e1_b2_lr0001_5300.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 16.12 | 100 | 43.39 | 46 | 42.05 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_1758
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.04 | 19.42 | 19.46 |
model-npz/VGG16_optsgd_s1000_e1_b2_lr00001_7590.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 16.73 | 100 | 44.15 | 46 | 41.9 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_2098
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 0.07 | 17.67 | 17.71 |
model-npz/VGG16_optsgd_s1000_e1_b4_lr001_2682.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 15.19 | 94 | 44.5 | 46 | 41.58 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_2199
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 0.07 | 17.54 | 17.57 |
model-npz/VGG16_optsgd_s1000_e1_b4_lr0001_1631.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 15.02 | 100 | 43.22 | 46 | 41.34 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_8115
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.07 | 17.71 | 17.73 |
model-npz/VGG16_optsgd_s1000_e1_b4_lr00001_3289.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 15.34 | 94 | 43.68 | 45 | 40.8 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_8825
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 0.15 | 18.23 | 18.27 |
model-npz/VGG16_optsgd_s1000_e1_b8_lr001_3320.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 13.87 | 99 | 43.26 | 46 | 41.04 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_1410
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 0.14 | 17.27 | 17.3 |
model-npz/VGG16_optsgd_s1000_e1_b8_lr0001_5860.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 14.59 | 100 | 44.96 | 46 | 41.04 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2678
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.14 | 17.33 | 17.36 |
model-npz/VGG16_optsgd_s1000_e1_b8_lr00001_1484.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 14.04 | 100 | 42.67 | 46 | 41.15 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2462
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.01 |
2.15.1
| 12.2 | 0.34 | 21.31 | 21.33 |
model-npz/VGG16_optsgd_s1000_e1_b16_lr001_3192.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 45 | 15.77 | 100 | 46.46 | 47 | 41.77 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1088
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.001 |
2.15.1
| 12.2 | 0.34 | 21.51 | 21.55 |
model-npz/VGG16_optsgd_s1000_e1_b16_lr0001_1579.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 46 | 14.71 | 100 | 45.47 | 47 | 42.32 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3115
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.34 | 21.21 | 21.23 |
model-npz/VGG16_optsgd_s1000_e1_b16_lr00001_1243.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 45 | 15.33 | 99 | 46.51 | 48 | 42.76 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_2766
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.01 |
2.15.1
| 12.2 | 0.79 | 25.22 | 25.24 |
model-npz/VGG16_optsgd_s1000_e1_b32_lr001_7281.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 16.9 | 100 | 56.15 | 49 | 43.81 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_2045
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.001 |
2.15.1
| 12.2 | 0.78 | 25.04 | 25.07 |
model-npz/VGG16_optsgd_s1000_e1_b32_lr0001_5750.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 17.62 | 100 | 57.94 | 49 | 44.78 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3198
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.78 | 25.08 | 25.12 |
model-npz/VGG16_optsgd_s1000_e1_b32_lr00001_1971.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 16.83 | 100 | 54.05 | 50 | 45.2 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2522
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.01 |
2.15.1
| 12.2 | 2.66 | 42.62 | 42.64 |
model-npz/VGG16_optsgd_s1000_e1_b64_lr001_3348.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 61 | 18.57 | 100 | 71.99 | 54 | 48.39 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_2020
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.001 |
2.15.1
| 12.2 | 2.65 | 42.5 | 42.52 |
model-npz/VGG16_optsgd_s1000_e1_b64_lr0001_2363.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 59 | 19.04 | 100 | 71.74 | 56 | 51.22 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2588
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.0001 |
2.15.1
| 12.2 | 2.66 | 42.57 | 42.61 |
model-npz/VGG16_optsgd_s1000_e1_b64_lr00001_1183.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 62 | 19.54 | 100 | 69.11 | 57 | 52.34 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_6103
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 0.02 | 20.49 | 41.03 |
model-npz/VGG16_optsgd_s1000_e2_b1_lr001_3143.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 22.85 | 100 | 61.04 | 52 | 50.09 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_1151
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 0.02 | 20.45 | 40.93 |
model-npz/VGG16_optsgd_s1000_e2_b1_lr0001_2011.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 23.02 | 100 | 61.51 | 52 | 48.24 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2648
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 20.44 | 40.91 |
model-npz/VGG16_optsgd_s1000_e2_b1_lr00001_2095.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 23.34 | 90 | 61.99 | 51 | 47.18 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_7679
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 0.03 | 15.79 | 31.6 |
model-npz/VGG16_optsgd_s1000_e2_b2_lr001_1520.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 21.8 | 100 | 58.12 | 51 | 46.91 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_7431
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 0.03 | 15.87 | 31.77 |
model-npz/VGG16_optsgd_s1000_e2_b2_lr0001_2938.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 21.48 | 93 | 56.18 | 51 | 46.49 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1514
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.03 | 16.04 | 32.09 |
model-npz/VGG16_optsgd_s1000_e2_b2_lr00001_1664.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 22.34 | 100 | 59.04 | 51 | 46.75 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_4210
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 0.05 | 13.7 | 27.43 |
model-npz/VGG16_optsgd_s1000_e2_b4_lr001_1327.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 19.07 | 100 | 52.31 | 51 | 46.21 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_1359
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 0.05 | 13.73 | 27.49 |
model-npz/VGG16_optsgd_s1000_e2_b4_lr0001_2092.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 20.69 | 100 | 56.66 | 51 | 46.85 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1111
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.05 | 13.71 | 27.45 |
model-npz/VGG16_optsgd_s1000_e2_b4_lr00001_1626.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 20.6 | 100 | 57.21 | 51 | 46.66 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_2806
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 0.1 | 12.86 | 25.74 |
model-npz/VGG16_optsgd_s1000_e2_b8_lr001_2606.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 19.45 | 100 | 57.18 | 52 | 47 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_9939
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 0.1 | 12.85 | 25.72 |
model-npz/VGG16_optsgd_s1000_e2_b8_lr0001_3757.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 19.15 | 100 | 54.8 | 52 | 47.11 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2306
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.1 | 12.89 | 25.82 |
model-npz/VGG16_optsgd_s1000_e2_b8_lr00001_2645.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 18.57 | 100 | 53.03 | 52 | 46.94 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_1075
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.01 |
2.15.1
| 12.2 | 0.22 | 14.14 | 28.31 |
model-npz/VGG16_optsgd_s1000_e2_b16_lr001_1514.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 18.93 | 100 | 51.57 | 52 | 46.71 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_5471
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.001 |
2.15.1
| 12.2 | 0.22 | 14.11 | 28.25 |
model-npz/VGG16_optsgd_s1000_e2_b16_lr0001_1514.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 46 | 21.43 | 99 | 58.11 | 52 | 47.43 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_8279
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.22 | 14.08 | 28.19 |
model-npz/VGG16_optsgd_s1000_e2_b16_lr00001_1500.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 21.01 | 100 | 57.35 | 53 | 47.69 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_2246
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.01 |
2.15.1
| 12.2 | 0.49 | 15.83 | 31.68 |
model-npz/VGG16_optsgd_s1000_e2_b32_lr001_1033.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 21.57 | 100 | 61.29 | 54 | 48.77 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_1643
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.001 |
2.15.1
| 12.2 | 0.5 | 15.88 | 31.79 |
model-npz/VGG16_optsgd_s1000_e2_b32_lr0001_5045.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 49 | 20.54 | 100 | 59.37 | 54 | 48.91 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1316
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.49 | 15.81 | 31.67 |
model-npz/VGG16_optsgd_s1000_e2_b32_lr00001_3271.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 21.56 | 100 | 61.95 | 54 | 49.15 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_3292
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.01 |
2.15.1
| 12.2 | 1.53 | 24.46 | 48.96 |
model-npz/VGG16_optsgd_s1000_e2_b64_lr001_6555.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 61 | 20.44 | 100 | 71.66 | 57 | 51.05 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1415
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 1.52 | 24.31 | 48.65 |
model-npz/VGG16_optsgd_s1000_e2_b64_lr0001_3090.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 62 | 22.83 | 100 | 73.02 | 58 | 53.67 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1888
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 1.52 | 24.41 | 48.85 |
model-npz/VGG16_optsgd_s1000_e2_b64_lr00001_3375.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 62 | 21.89 | 100 | 73.39 | 59 | 55.11 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_3148
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 0.02 | 18.36 | 91.84 |
model-npz/VGG16_optsgd_s1000_e5_b1_lr001_3946.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 34 | 28.83 | 100 | 76.05 | 56 | 53.71 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_9613
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 0.02 | 18.29 | 91.46 |
model-npz/VGG16_optsgd_s1000_e5_b1_lr0001_9961.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 35 | 28.65 | 100 | 75.47 | 56 | 53.23 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_1610
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 18.32 | 91.64 |
model-npz/VGG16_optsgd_s1000_e5_b1_lr00001_1830.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 35 | 28.22 | 100 | 74.43 | 56 | 52.85 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_2339
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 0.03 | 13.62 | 68.13 |
model-npz/VGG16_optsgd_s1000_e5_b2_lr001_1902.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 28.72 | 92 | 73.48 | 58 | 53.74 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2414
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 0.03 | 13.6 | 68.05 |
model-npz/VGG16_optsgd_s1000_e5_b2_lr0001_9916.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 28.65 | 100 | 73.92 | 58 | 54.24 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2785
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.03 | 13.78 | 68.94 |
model-npz/VGG16_optsgd_s1000_e5_b2_lr00001_2115.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 28.56 | 100 | 73.12 | 58 | 54.58 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_1784
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 0.04 | 11.21 | 56.09 |
model-npz/VGG16_optsgd_s1000_e5_b4_lr001_1310.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 26.96 | 97 | 71.94 | 60 | 55.49 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_2582
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 0.04 | 11.19 | 55.99 |
model-npz/VGG16_optsgd_s1000_e5_b4_lr0001_1280.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 27.2 | 94 | 72.48 | 60 | 55.99 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1479
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.04 | 11.25 | 56.29 |
model-npz/VGG16_optsgd_s1000_e5_b4_lr00001_1531.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 37 | 26.91 | 100 | 72.19 | 60 | 55.94 |
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