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ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_2974
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.01 |
2.15.1
| 12.2 | 16.88 | 33.79 | 33.82 |
model-npz/ResNet50_optsgd_s100_e1_b64_lr001_2908.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 6.23 | 100 | 30.33 | 39 | 33.33 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_3285
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.001 |
2.15.1
| 12.2 | 17.17 | 34.38 | 34.4 |
model-npz/ResNet50_optsgd_s100_e1_b64_lr0001_3342.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 6.23 | 100 | 28.16 | 40 | 34.91 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_2908
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.0001 |
2.15.1
| 12.2 | 16.96 | 33.94 | 33.97 |
model-npz/ResNet50_optsgd_s100_e1_b64_lr00001_2594.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 43 | 5.39 | 100 | 28.99 | 41 | 36.01 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_1797
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 0.17 | 17.24 | 34.51 |
model-npz/ResNet50_optsgd_s100_e2_b1_lr001_1890.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 2.75 | 68 | 13.1 | 37 | 34.51 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_2252
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 0.17 | 17.02 | 34.07 |
model-npz/ResNet50_optsgd_s100_e2_b1_lr0001_2150.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 2.77 | 75 | 13.17 | 33 | 32.56 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_1781
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.17 | 16.95 | 33.93 |
model-npz/ResNet50_optsgd_s100_e2_b1_lr00001_3398.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 2.72 | 71 | 12.64 | 33 | 31.67 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_2093
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 0.3 | 15.13 | 30.29 |
model-npz/ResNet50_optsgd_s100_e2_b2_lr001_2827.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 2.33 | 72 | 9.84 | 32 | 31.05 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_1124
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 0.27 | 13.81 | 27.65 |
model-npz/ResNet50_optsgd_s100_e2_b2_lr0001_1207.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 2.52 | 70 | 11 | 32 | 30.55 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1995
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.28 | 14.15 | 28.34 |
model-npz/ResNet50_optsgd_s100_e2_b2_lr00001_1912.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 2.35 | 73 | 10.25 | 32 | 30.41 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_3240
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 0.5 | 12.53 | 25.08 |
model-npz/ResNet50_optsgd_s100_e2_b4_lr001_4474.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 24 | 2.35 | 75 | 9.08 | 32 | 30.11 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_3010
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 0.5 | 12.58 | 25.18 |
model-npz/ResNet50_optsgd_s100_e2_b4_lr0001_1465.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 2.44 | 70 | 9.56 | 33 | 30.25 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_3369
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.5 | 12.66 | 25.36 |
model-npz/ResNet50_optsgd_s100_e2_b4_lr00001_2656.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 2.77 | 72 | 10.87 | 33 | 30.34 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_2918
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 1.01 | 13.17 | 26.38 |
model-npz/ResNet50_optsgd_s100_e2_b8_lr001_2449.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 30 | 3.32 | 85 | 14.75 | 34 | 30.26 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_2166
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 1.04 | 13.56 | 27.15 |
model-npz/ResNet50_optsgd_s100_e2_b8_lr0001_1822.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 31 | 3.16 | 87 | 12.01 | 34 | 30.62 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2391
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 1.04 | 13.57 | 27.18 |
model-npz/ResNet50_optsgd_s100_e2_b8_lr00001_1268.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 28 | 3.06 | 87 | 12.99 | 34 | 30.9 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_9012
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.01 |
2.15.1
| 12.2 | 1.92 | 13.48 | 26.98 |
model-npz/ResNet50_optsgd_s100_e2_b16_lr001_3188.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 40 | 3.65 | 90 | 14 | 35 | 31.39 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2835
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.001 |
2.15.1
| 12.2 | 1.92 | 13.48 | 26.98 |
model-npz/ResNet50_optsgd_s100_e2_b16_lr0001_1902.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 39 | 3.39 | 87 | 15.54 | 35 | 31.45 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_1345
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.0001 |
2.15.1
| 12.2 | 1.92 | 13.49 | 27.03 |
model-npz/ResNet50_optsgd_s100_e2_b16_lr00001_1781.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 39 | 3.42 | 90 | 14.79 | 36 | 31.77 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2438
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.01 |
2.15.1
| 12.2 | 3.45 | 13.8 | 27.64 |
model-npz/ResNet50_optsgd_s100_e2_b32_lr001_1602.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 45 | 4.09 | 89 | 15.06 | 37 | 32.29 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_6810
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.001 |
2.15.1
| 12.2 | 3.48 | 13.96 | 27.95 |
model-npz/ResNet50_optsgd_s100_e2_b32_lr0001_3167.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 3.94 | 100 | 18.58 | 36 | 32.69 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_1110
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.0001 |
2.15.1
| 12.2 | 3.53 | 14.15 | 28.34 |
model-npz/ResNet50_optsgd_s100_e2_b32_lr00001_2332.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 46 | 4.06 | 100 | 17.86 | 37 | 33 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_8131
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.01 |
2.15.1
| 12.2 | 8.43 | 16.87 | 33.77 |
model-npz/ResNet50_optsgd_s100_e2_b64_lr001_2415.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 53 | 6.1 | 100 | 28.69 | 40 | 34.53 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_5407
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 8.71 | 17.43 | 34.89 |
model-npz/ResNet50_optsgd_s100_e2_b64_lr0001_1832.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 65 | 6.92 | 100 | 30.19 | 42 | 35.97 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_1248
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 8.54 | 17.1 | 34.22 |
model-npz/ResNet50_optsgd_s100_e2_b64_lr00001_3110.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 5.88 | 100 | 27.12 | 42 | 36.68 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_6215
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 0.1 | 10.34 | 51.74 |
model-npz/ResNet50_optsgd_s100_e5_b1_lr001_2097.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 4.53 | 72 | 20.8 | 37 | 34.94 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2158
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 0.1 | 10.58 | 52.94 |
model-npz/ResNet50_optsgd_s100_e5_b1_lr0001_1291.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 4.54 | 76 | 20.81 | 34 | 33.08 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_8463
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.1 | 10.34 | 51.74 |
model-npz/ResNet50_optsgd_s100_e5_b1_lr00001_1253.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 4.54 | 61 | 20.52 | 34 | 32.57 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_2645
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 0.15 | 7.52 | 37.64 |
model-npz/ResNet50_optsgd_s100_e5_b2_lr001_8771.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 4.38 | 68 | 18.09 | 34 | 32.22 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1570
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 0.15 | 7.57 | 37.9 |
model-npz/ResNet50_optsgd_s100_e5_b2_lr0001_1017.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 4.4 | 79 | 17.96 | 34 | 31.93 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_1355
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.15 | 7.51 | 37.6 |
model-npz/ResNet50_optsgd_s100_e5_b2_lr00001_6191.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 4.32 | 69 | 17.5 | 34 | 31.86 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_1215
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 0.24 | 6.11 | 30.57 |
model-npz/ResNet50_optsgd_s100_e5_b4_lr001_2125.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 4.42 | 68 | 15.41 | 34 | 31.82 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_1291
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 0.24 | 6 | 30.06 |
model-npz/ResNet50_optsgd_s100_e5_b4_lr0001_2115.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 4.28 | 74 | 14.78 | 35 | 31.86 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_2595
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.24 | 6.14 | 30.73 |
model-npz/ResNet50_optsgd_s100_e5_b4_lr00001_2793.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 4.27 | 74 | 14.87 | 35 | 31.92 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_2297
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 0.46 | 5.98 | 29.93 |
model-npz/ResNet50_optsgd_s100_e5_b8_lr001_9991.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 32 | 4.71 | 88 | 15.47 | 35 | 32.22 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_1333
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 0.45 | 5.92 | 29.63 |
model-npz/ResNet50_optsgd_s100_e5_b8_lr0001_1744.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 29 | 4.9 | 86 | 17.99 | 36 | 32.65 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_2254
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.43 | 5.68 | 28.43 |
model-npz/ResNet50_optsgd_s100_e5_b8_lr00001_1268.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 30 | 4.79 | 92 | 15.7 | 37 | 32.86 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_2477
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 0.85 | 5.94 | 29.72 |
model-npz/ResNet50_optsgd_s100_e5_b16_lr001_8540.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 41 | 5.18 | 92 | 16.97 | 37 | 33.19 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_8137
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 0.82 | 5.77 | 28.9 |
model-npz/ResNet50_optsgd_s100_e5_b16_lr0001_3207.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 41 | 5.39 | 94 | 17.83 | 38 | 33.15 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_3373
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.81 | 5.71 | 28.62 |
model-npz/ResNet50_optsgd_s100_e5_b16_lr00001_3327.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 42 | 5.87 | 93 | 18.8 | 38 | 33.54 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_1926
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 1.51 | 6.04 | 30.25 |
model-npz/ResNet50_optsgd_s100_e5_b32_lr001_3183.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 6.28 | 100 | 20.01 | 38 | 33.84 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_3996
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 1.49 | 5.98 | 29.93 |
model-npz/ResNet50_optsgd_s100_e5_b32_lr0001_2249.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 6.14 | 94 | 20.43 | 39 | 34.54 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_3954
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 1.46 | 5.87 | 29.37 |
model-npz/ResNet50_optsgd_s100_e5_b32_lr00001_2204.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 6.75 | 100 | 20.67 | 39 | 34.36 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_6884
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 3.58 | 7.18 | 35.93 |
model-npz/ResNet50_optsgd_s100_e5_b64_lr001_9692.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 50 | 8.21 | 100 | 33.88 | 42 | 35.86 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_2230
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 3.55 | 7.11 | 35.61 |
model-npz/ResNet50_optsgd_s100_e5_b64_lr0001_2125.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 49 | 6.46 | 100 | 29.75 | 43 | 37.39 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2618
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 3.59 | 7.2 | 36.03 |
model-npz/ResNet50_optsgd_s100_e5_b64_lr00001_2313.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 53 | 8.25 | 100 | 32.31 | 43 | 38.25 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_7561
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.08 | 8.2 | 82.03 |
model-npz/ResNet50_optsgd_s100_e10_b1_lr001_1226.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 5.93 | 55 | 26.86 | 39 | 36.16 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_1312
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.08 | 8.23 | 82.34 |
model-npz/ResNet50_optsgd_s100_e10_b1_lr0001_2891.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 5.84 | 67 | 26.5 | 35 | 34.34 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_1650
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.08 | 8.13 | 81.39 |
model-npz/ResNet50_optsgd_s100_e10_b1_lr00001_1974.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 6.02 | 61 | 27.56 | 36 | 34.06 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_1810
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 0.1 | 5.29 | 53.01 |
model-npz/ResNet50_optsgd_s100_e10_b2_lr001_2272.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 6.29 | 68 | 25.19 | 36 | 33.88 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_7988
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 0.1 | 5.13 | 51.37 |
model-npz/ResNet50_optsgd_s100_e10_b2_lr0001_1007.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 6.3 | 73 | 25.23 | 36 | 33.92 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2419
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.1 | 5.23 | 52.39 |
model-npz/ResNet50_optsgd_s100_e10_b2_lr00001_4527.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 6.5 | 69 | 26.35 | 37 | 34.18 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_2412
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 0.14 | 3.6 | 36.04 |
model-npz/ResNet50_optsgd_s100_e10_b4_lr001_1189.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 27 | 6.96 | 86 | 23.12 | 38 | 34.22 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_2322
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 0.15 | 3.74 | 37.45 |
model-npz/ResNet50_optsgd_s100_e10_b4_lr0001_5025.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 23 | 7.09 | 79 | 23.99 | 38 | 34.43 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_1231
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.14 | 3.54 | 35.5 |
model-npz/ResNet50_optsgd_s100_e10_b4_lr00001_1712.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 26 | 7.17 | 86 | 23.75 | 38 | 34.59 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_1859
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 0.26 | 3.4 | 34.02 |
model-npz/ResNet50_optsgd_s100_e10_b8_lr001_6837.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 31 | 7.46 | 87 | 23.64 | 38 | 34.61 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_1596
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 0.26 | 3.4 | 34.06 |
model-npz/ResNet50_optsgd_s100_e10_b8_lr0001_7415.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 32 | 7.46 | 88 | 22.02 | 39 | 34.8 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_5427
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.26 | 3.38 | 33.81 |
model-npz/ResNet50_optsgd_s100_e10_b8_lr00001_1108.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 31 | 7.5 | 91 | 23.18 | 40 | 35.29 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_1990
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.01 |
2.15.1
| 12.2 | 0.47 | 3.33 | 33.34 |
model-npz/ResNet50_optsgd_s100_e10_b16_lr001_1044.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 41 | 8.01 | 93 | 23.25 | 39 | 35.59 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_7456
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 0.47 | 3.31 | 33.2 |
model-npz/ResNet50_optsgd_s100_e10_b16_lr0001_2901.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 41 | 8.31 | 93 | 23.99 | 40 | 35.56 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1510
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.47 | 3.3 | 33.02 |
model-npz/ResNet50_optsgd_s100_e10_b16_lr00001_3102.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 42 | 7.63 | 92 | 22.39 | 41 | 35.7 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_3380
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 0.8 | 3.23 | 32.36 |
model-npz/ResNet50_optsgd_s100_e10_b32_lr001_1959.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 8.74 | 100 | 25.07 | 41 | 36.29 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_2143
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 0.82 | 3.29 | 32.94 |
model-npz/ResNet50_optsgd_s100_e10_b32_lr0001_3310.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 8.12 | 99 | 23.09 | 42 | 36.85 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_1821
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.82 | 3.29 | 32.99 |
model-npz/ResNet50_optsgd_s100_e10_b32_lr00001_2924.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 49 | 8.55 | 94 | 27.08 | 41 | 36.83 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_9635
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 1.9 | 3.81 | 38.12 |
model-npz/ResNet50_optsgd_s100_e10_b64_lr001_2924.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 65 | 10.66 | 100 | 34.44 | 44 | 38.03 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_1594
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 1.9 | 3.81 | 38.16 |
model-npz/ResNet50_optsgd_s100_e10_b64_lr0001_1081.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 60 | 10.38 | 100 | 35.22 | 45 | 39.62 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2282
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 1.91 | 3.82 | 38.27 |
model-npz/ResNet50_optsgd_s100_e10_b64_lr00001_2477.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 52 | 9.34 | 100 | 34.96 | 46 | 40.26 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_2277
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 0.08 | 80.26 | 80.29 |
model-npz/ResNet50_optsgd_s1000_e1_b1_lr001_2918.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 5.89 | 56 | 27.01 | 41 | 37.31 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_1036
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 0.08 | 82.02 | 82.04 |
model-npz/ResNet50_optsgd_s1000_e1_b1_lr0001_2629.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 5.6 | 74 | 25.63 | 36 | 34.74 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2952
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.08 | 80.94 | 80.96 |
model-npz/ResNet50_optsgd_s1000_e1_b1_lr00001_1575.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 5.8 | 67 | 26.78 | 36 | 34.24 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_6339
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 0.1 | 51.8 | 51.83 |
model-npz/ResNet50_optsgd_s1000_e1_b2_lr001_7510.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 6.32 | 78 | 25.59 | 36 | 34.03 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1969
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 0.1 | 48.59 | 48.61 |
model-npz/ResNet50_optsgd_s1000_e1_b2_lr0001_2048.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 6.7 | 68 | 27.18 | 36 | 33.94 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_8971
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.1 | 52.86 | 52.9 |
model-npz/ResNet50_optsgd_s1000_e1_b2_lr00001_3071.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 5.99 | 75 | 24.48 | 37 | 34.21 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_2327
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 0.15 | 38.9 | 38.93 |
model-npz/ResNet50_optsgd_s1000_e1_b4_lr001_5495.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 6.22 | 75 | 20.68 | 37 | 34.1 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_2934
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 0.15 | 37.8 | 37.83 |
model-npz/ResNet50_optsgd_s1000_e1_b4_lr0001_3020.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 22 | 6.48 | 75 | 22.03 | 37 | 34.04 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2749
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.15 | 38.32 | 38.34 |
model-npz/ResNet50_optsgd_s1000_e1_b4_lr00001_1072.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 6.53 | 76 | 22.05 | 37 | 34.29 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_2732
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 0.25 | 31.49 | 31.52 |
model-npz/ResNet50_optsgd_s1000_e1_b8_lr001_2867.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 33 | 7.03 | 90 | 20.17 | 38 | 34.24 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_9547
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 0.26 | 32.29 | 32.32 |
model-npz/ResNet50_optsgd_s1000_e1_b8_lr0001_1844.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 33 | 6.77 | 90 | 19.86 | 39 | 34.25 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1624
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.25 | 31.22 | 31.24 |
model-npz/ResNet50_optsgd_s1000_e1_b8_lr00001_3184.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 32 | 7.54 | 90 | 22.23 | 39 | 34.49 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_2980
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.01 |
2.15.1
| 12.2 | 0.51 | 32.5 | 32.53 |
model-npz/ResNet50_optsgd_s1000_e1_b16_lr001_3370.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 42 | 8.86 | 95 | 24.51 | 39 | 34.83 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_3347
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.001 |
2.15.1
| 12.2 | 0.52 | 32.85 | 32.88 |
model-npz/ResNet50_optsgd_s1000_e1_b16_lr0001_2102.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 41 | 8.27 | 94 | 23.48 | 40 | 35.16 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_3233
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.52 | 33.11 | 33.13 |
model-npz/ResNet50_optsgd_s1000_e1_b16_lr00001_2718.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 42 | 8.38 | 97 | 23.96 | 40 | 35.49 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_8246
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.01 |
2.15.1
| 12.2 | 1.01 | 32.43 | 32.46 |
model-npz/ResNet50_optsgd_s1000_e1_b32_lr001_1578.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 8.95 | 95 | 27.2 | 40 | 36.09 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_1375
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.001 |
2.15.1
| 12.2 | 1.01 | 32.25 | 32.27 |
model-npz/ResNet50_optsgd_s1000_e1_b32_lr0001_1422.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 8.61 | 100 | 24.61 | 42 | 36.67 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1145
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.0001 |
2.15.1
| 12.2 | 1.01 | 32.25 | 32.27 |
model-npz/ResNet50_optsgd_s1000_e1_b32_lr00001_1802.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 8.28 | 100 | 24.09 | 42 | 36.93 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_3061
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.01 |
2.15.1
| 12.2 | 2.42 | 38.8 | 38.83 |
model-npz/ResNet50_optsgd_s1000_e1_b64_lr001_1382.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 55 | 10.27 | 100 | 34.23 | 43 | 38.11 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_2505
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.001 |
2.15.1
| 12.2 | 2.45 | 39.18 | 39.22 |
model-npz/ResNet50_optsgd_s1000_e1_b64_lr0001_8761.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 54 | 8.87 | 100 | 31.09 | 45 | 39.01 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2930
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.0001 |
2.15.1
| 12.2 | 2.46 | 39.45 | 39.48 |
model-npz/ResNet50_optsgd_s1000_e1_b64_lr00001_9784.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 53 | 9.35 | 100 | 34.05 | 45 | 39.69 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_4870
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 0.07 | 71.93 | 143.88 |
model-npz/ResNet50_optsgd_s1000_e2_b1_lr001_1299.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 6.84 | 77 | 31.35 | 40 | 37.12 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_9437
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 0.07 | 71.82 | 143.67 |
model-npz/ResNet50_optsgd_s1000_e2_b1_lr0001_1958.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 6.76 | 72 | 30.86 | 37 | 35.44 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2221
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.07 | 70.28 | 140.59 |
model-npz/ResNet50_optsgd_s1000_e2_b1_lr00001_7023.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 6.92 | 77 | 31.69 | 37 | 35.32 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_3061
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 0.08 | 40.97 | 81.97 |
model-npz/ResNet50_optsgd_s1000_e2_b2_lr001_2212.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 8.09 | 78 | 32.07 | 38 | 35.52 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_3788
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 0.08 | 40.73 | 81.49 |
model-npz/ResNet50_optsgd_s1000_e2_b2_lr0001_3134.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 8.12 | 69 | 32.49 | 38 | 36.06 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2377
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.08 | 40.39 | 80.81 |
model-npz/ResNet50_optsgd_s1000_e2_b2_lr00001_2959.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 8.03 | 72 | 31.83 | 39 | 36.43 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_2242
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 0.11 | 27.22 | 54.47 |
model-npz/ResNet50_optsgd_s1000_e2_b4_lr001_1025.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 9.54 | 69 | 31.21 | 40 | 36.71 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_1920
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 0.11 | 27.39 | 54.82 |
model-npz/ResNet50_optsgd_s1000_e2_b4_lr0001_2203.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 9.57 | 72 | 31.52 | 40 | 36.89 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1134
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.11 | 27.01 | 54.05 |
model-npz/ResNet50_optsgd_s1000_e2_b4_lr00001_9621.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 22 | 9.52 | 74 | 31.71 | 41 | 37.15 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_5887
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 0.16 | 19.75 | 39.54 |
model-npz/ResNet50_optsgd_s1000_e2_b8_lr001_1767.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 33 | 11.72 | 90 | 31.88 | 42 | 37.3 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_2833
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 0.16 | 19.85 | 39.73 |
model-npz/ResNet50_optsgd_s1000_e2_b8_lr0001_1634.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 33 | 11.24 | 89 | 32.12 | 42 | 37.6 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_1212
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.16 | 19.85 | 39.73 |
model-npz/ResNet50_optsgd_s1000_e2_b8_lr00001_3341.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 33 | 11.29 | 90 | 32 | 43 | 37.98 |
ResNet50_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_3327
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.01 |
2.15.1
| 12.2 | 0.31 | 19.54 | 39.12 |
model-npz/ResNet50_optsgd_s1000_e2_b16_lr001_2301.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 42 | 12.01 | 95 | 31.67 | 43 | 38.68 |
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