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ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_2672
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 5.35 | 26.77 | 53.59 |
model-npz/ResNet152_optsgd_s10_e2_b2_lr0001_2360.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 17 | 0.54 | 59 | 2.18 | 38 | 36.04 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_4840
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 5.32 | 26.64 | 53.31 |
model-npz/ResNet152_optsgd_s10_e2_b2_lr00001_4893.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 0.57 | 62 | 2.43 | 37 | 35.62 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_3199
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 9.58 | 28.78 | 57.62 |
model-npz/ResNet152_optsgd_s10_e2_b4_lr001_2413.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 25 | 0.91 | 78 | 3.35 | 40 | 36.5 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_3195
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 9.55 | 28.67 | 57.39 |
model-npz/ResNet152_optsgd_s10_e2_b4_lr0001_1388.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 19 | 0.79 | 83 | 3.07 | 40 | 36.06 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_2965
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 9.2 | 27.62 | 55.28 |
model-npz/ResNet152_optsgd_s10_e2_b4_lr00001_6949.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 26 | 0.95 | 84 | 3.83 | 40 | 36.69 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_1713
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 13.96 | 27.94 | 55.93 |
model-npz/ResNet152_optsgd_s10_e2_b8_lr001_1934.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 24 | 1.24 | 78 | 4.02 | 40 | 36.42 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_5460
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 14.06 | 28.15 | 56.35 |
model-npz/ResNet152_optsgd_s10_e2_b8_lr0001_1122.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 24 | 1.05 | 80 | 3.57 | 38 | 34.67 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_8326
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 13.94 | 27.91 | 55.85 |
model-npz/ResNet152_optsgd_s10_e2_b8_lr00001_4189.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 24 | 0.99 | 79 | 3.55 | 40 | 35.67 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_1594
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 1.17 | 11.74 | 58.75 |
model-npz/ResNet152_optsgd_s10_e5_b1_lr001_1072.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 0.74 | 57 | 3.83 | 37 | 34.24 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_2686
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 1.17 | 11.78 | 58.97 |
model-npz/ResNet152_optsgd_s10_e5_b1_lr0001_2598.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 0.74 | 63 | 3.32 | 38 | 35.05 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_3345
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 5.46 | 54.65 | 54.68 |
model-npz/ResNet152_optsgd_s10_e1_b1_lr001_3309.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 0.43 | 58 | 1.78 | 30 | 28.45 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_1258
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 5.38 | 53.84 | 53.88 |
model-npz/ResNet152_optsgd_s10_e1_b1_lr0001_1878.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 13 | 0.4 | 66 | 1.82 | 34 | 31.86 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_3177
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 5.44 | 54.42 | 54.46 |
model-npz/ResNet152_optsgd_s10_e1_b1_lr00001_2908.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 13 | 0.56 | 63 | 2.46 | 33 | 31.87 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_4248
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 10.68 | 53.44 | 53.48 |
model-npz/ResNet152_optsgd_s10_e1_b2_lr001_2936.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 0.55 | 68 | 2.1 | 35 | 33.23 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_8577
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 10.69 | 53.47 | 53.51 |
model-npz/ResNet152_optsgd_s10_e1_b2_lr0001_3054.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 0.5 | 61 | 2.15 | 34 | 32.72 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_1141
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 10.65 | 53.3 | 53.34 |
model-npz/ResNet152_optsgd_s10_e1_b2_lr00001_2947.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 0.34 | 66 | 1.55 | 36 | 33.84 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_2537
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 18.44 | 55.35 | 55.39 |
model-npz/ResNet152_optsgd_s10_e1_b4_lr001_1291.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 19 | 0.92 | 67 | 3.62 | 36 | 33.31 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2697
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 18.56 | 55.72 | 55.76 |
model-npz/ResNet152_optsgd_s10_e1_b4_lr00001_3155.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 24 | 1.01 | 100 | 4.48 | 38 | 34.52 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_2175
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 27.63 | 55.29 | 55.33 |
model-npz/ResNet152_optsgd_s10_e1_b8_lr001_1323.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 22 | 1.32 | 73 | 4.22 | 37 | 33.78 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_1597
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 1.21 | 12.12 | 60.69 |
model-npz/ResNet152_optsgd_s10_e5_b1_lr00001_9674.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 0.84 | 54 | 3.39 | 36 | 34.91 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_3202
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 2.24 | 11.21 | 56.08 |
model-npz/ResNet152_optsgd_s10_e5_b2_lr001_1833.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 0.86 | 56 | 3.89 | 35 | 33.51 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2054
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 2.25 | 11.3 | 56.53 |
model-npz/ResNet152_optsgd_s10_e5_b2_lr0001_2759.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 0.8 | 56 | 3.2 | 37 | 34.05 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_1426
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 2.21 | 11.1 | 55.54 |
model-npz/ResNet152_optsgd_s10_e5_b2_lr00001_7694.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 0.54 | 64 | 2.95 | 35 | 33.23 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_1041
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 3.79 | 11.39 | 57.03 |
model-npz/ResNet152_optsgd_s10_e5_b4_lr001_1562.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 0.97 | 85 | 3.82 | 38 | 34.09 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_1093
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 3.86 | 11.6 | 58.05 |
model-npz/ResNet152_optsgd_s10_e5_b4_lr0001_1341.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 31 | 1.16 | 81 | 4.24 | 37 | 33.09 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_1690
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 3.73 | 11.2 | 56.04 |
model-npz/ResNet152_optsgd_s10_e5_b4_lr00001_1271.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 17 | 1.06 | 81 | 4.13 | 38 | 34.51 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_2146
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 5.6 | 11.22 | 56.17 |
model-npz/ResNet152_optsgd_s10_e5_b8_lr001_1350.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 21 | 1.05 | 65 | 3.75 | 37 | 33.55 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_1696
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 5.64 | 11.29 | 56.53 |
model-npz/ResNet152_optsgd_s10_e5_b8_lr0001_9122.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 30 | 1.22 | 84 | 4.12 | 40 | 35.04 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_1513
| 10 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 5.57 | 11.15 | 55.8 |
model-npz/ResNet152_optsgd_s10_e5_b8_lr00001_2579.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 18 | 1.41 | 72 | 4.96 | 38 | 34.12 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_2723
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.64 | 6.43 | 64.37 |
model-npz/ResNet152_optsgd_s10_e10_b1_lr001_2758.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 1.13 | 63 | 5.24 | 37 | 35.01 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2865
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.66 | 6.66 | 66.68 |
model-npz/ResNet152_optsgd_s10_e10_b1_lr0001_3766.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 1.1 | 62 | 5.64 | 37 | 35.12 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_2862
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.65 | 6.58 | 65.87 |
model-npz/ResNet152_optsgd_s10_e10_b1_lr00001_7332.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 1.23 | 55 | 6.13 | 35 | 33.63 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_2286
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 1.17 | 5.85 | 58.58 |
model-npz/ResNet152_optsgd_s10_e10_b2_lr001_3176.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 1.04 | 51 | 4.57 | 37 | 34.2 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_3240
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 1.16 | 5.85 | 58.56 |
model-npz/ResNet152_optsgd_s10_e10_b2_lr0001_2659.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 1.09 | 56 | 5.05 | 36 | 33.26 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1318
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 1.15 | 5.79 | 57.93 |
model-npz/ResNet152_optsgd_s10_e10_b2_lr00001_2636.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 0.79 | 56 | 3.78 | 38 | 34.81 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_3030
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 1.98 | 5.97 | 59.8 |
model-npz/ResNet152_optsgd_s10_e10_b4_lr001_4769.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 30 | 1.19 | 82 | 4.67 | 37 | 33.53 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_1758
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 1.96 | 5.9 | 59.11 |
model-npz/ResNet152_optsgd_s10_e10_b4_lr0001_1339.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 20 | 1.17 | 79 | 4.57 | 39 | 34.8 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_1903
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 2 | 6.01 | 60.15 |
model-npz/ResNet152_optsgd_s10_e10_b4_lr00001_1844.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 21 | 1.26 | 72 | 4.96 | 37 | 33.44 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_3150
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 2.89 | 5.8 | 58.04 |
model-npz/ResNet152_optsgd_s10_e10_b8_lr001_1290.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 24 | 1.53 | 80 | 4.99 | 40 | 34.9 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_2430
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 2.88 | 5.78 | 57.89 |
model-npz/ResNet152_optsgd_s10_e10_b8_lr0001_1836.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 22 | 1.32 | 76 | 4.71 | 39 | 33.7 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_3076
| 10 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 2.91 | 5.84 | 58.48 |
model-npz/ResNet152_optsgd_s10_e10_b8_lr00001_2257.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 21 | 1.45 | 73 | 4.62 | 39 | 34.8 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_2166
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 0.65 | 65.6 | 65.64 |
model-npz/ResNet152_optsgd_s100_e1_b1_lr001_2339.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 9 | 1.06 | 40 | 5.82 | 36 | 33.32 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_8307
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 0.67 | 66.91 | 66.94 |
model-npz/ResNet152_optsgd_s100_e1_b1_lr0001_2180.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 1.05 | 60 | 5.2 | 35 | 33.53 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_3128
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.67 | 67.38 | 67.43 |
model-npz/ResNet152_optsgd_s100_e1_b1_lr00001_7423.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 1.05 | 67 | 5.1 | 37 | 34.85 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_1578
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 1.14 | 57.05 | 57.08 |
model-npz/ResNet152_optsgd_s100_e1_b2_lr001_2901.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 0.83 | 57 | 4.15 | 38 | 35.14 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_3143
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 1.16 | 58.21 | 58.25 |
model-npz/ResNet152_optsgd_s100_e1_b2_lr0001_4474.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 13 | 0.93 | 68 | 4.25 | 38 | 35.23 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_5127
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 1.17 | 58.66 | 58.69 |
model-npz/ResNet152_optsgd_s100_e1_b2_lr00001_9273.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 17 | 0.98 | 58 | 4.64 | 37 | 33.82 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_3212
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 2.21 | 55.26 | 55.29 |
model-npz/ResNet152_optsgd_s100_e1_b4_lr001_3245.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 18 | 1.02 | 66 | 3.64 | 38 | 34.77 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_2173
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 2.25 | 56.43 | 56.46 |
model-npz/ResNet152_optsgd_s100_e1_b4_lr0001_5509.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 1.02 | 64 | 4.04 | 37 | 33.52 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2427
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 2.24 | 56.15 | 56.19 |
model-npz/ResNet152_optsgd_s100_e1_b4_lr00001_3282.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 18 | 0.94 | 62 | 3.37 | 39 | 34.91 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_1004
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 4.32 | 56.22 | 56.25 |
model-npz/ResNet152_optsgd_s100_e1_b8_lr001_1854.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 24 | 1.53 | 83 | 5.04 | 39 | 33.98 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_1009
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 4.35 | 56.62 | 56.67 |
model-npz/ResNet152_optsgd_s100_e1_b8_lr0001_2794.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 28 | 1.37 | 82 | 4.55 | 42 | 35.1 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_3968
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 4.41 | 57.38 | 57.42 |
model-npz/ResNet152_optsgd_s100_e1_b8_lr00001_2508.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 25 | 1.64 | 81 | 5.25 | 39 | 34.09 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_8635
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.01 |
2.15.1
| 12.2 | 8.22 | 57.61 | 57.64 |
model-npz/ResNet152_optsgd_s100_e1_b16_lr001_2995.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 39 | 1.7 | 80 | 4.91 | 41 | 35.28 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_2923
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.001 |
2.15.1
| 12.2 | 8.19 | 57.39 | 57.42 |
model-npz/ResNet152_optsgd_s100_e1_b16_lr0001_4816.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 42 | 1.51 | 83 | 4.58 | 41 | 34.27 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_3059
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.0001 |
2.15.1
| 12.2 | 8.11 | 56.84 | 56.87 |
model-npz/ResNet152_optsgd_s100_e1_b16_lr00001_1264.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 36 | 1.87 | 81 | 5.16 | 41 | 35.64 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_2806
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.01 |
2.15.1
| 12.2 | 14.41 | 57.7 | 57.73 |
model-npz/ResNet152_optsgd_s100_e1_b32_lr001_9779.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 48 | 2.36 | 84 | 5.61 | 40 | 34.69 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_5756
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.001 |
2.15.1
| 12.2 | 14.24 | 57.01 | 57.05 |
model-npz/ResNet152_optsgd_s100_e1_b32_lr0001_3374.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 48 | 2.39 | 89 | 6.48 | 41 | 36.11 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_1818
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.0001 |
2.15.1
| 12.2 | 14.3 | 57.24 | 57.28 |
model-npz/ResNet152_optsgd_s100_e1_b32_lr00001_1291.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 63 | 2.23 | 84 | 5.94 | 41 | 35.15 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_1177
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.01 |
2.15.1
| 12.2 | 30.31 | 60.65 | 60.69 |
model-npz/ResNet152_optsgd_s100_e1_b64_lr001_3507.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 52 | 4.23 | 95 | 11.37 | 46 | 36.98 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_2171
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.001 |
2.15.1
| 12.2 | 30.21 | 60.45 | 60.5 |
model-npz/ResNet152_optsgd_s100_e1_b64_lr0001_2831.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 49 | 4.24 | 91 | 10.62 | 46 | 36.73 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_7598
| 100 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.0001 |
2.15.1
| 12.2 | 29.84 | 59.71 | 59.75 |
model-npz/ResNet152_optsgd_s100_e1_b64_lr00001_2918.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 73 | 4.8 | 98 | 10.69 | 47 | 38.27 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_8784
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 0.39 | 39.2 | 78.45 |
model-npz/ResNet152_optsgd_s100_e2_b1_lr001_3401.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 1.78 | 48 | 8.75 | 40 | 35.92 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_5543
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 0.39 | 39.44 | 78.92 |
model-npz/ResNet152_optsgd_s100_e2_b1_lr0001_7977.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 13 | 1.58 | 65 | 8.04 | 37 | 34.34 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_1683
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.39 | 39.44 | 78.92 |
model-npz/ResNet152_optsgd_s100_e2_b1_lr00001_1118.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 1.71 | 64 | 9.46 | 35 | 33.58 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_5002
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 0.65 | 32.79 | 65.64 |
model-npz/ResNet152_optsgd_s100_e2_b2_lr001_1066.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 1.5 | 54 | 7.64 | 36 | 32.91 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_3374
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 0.65 | 32.68 | 65.4 |
model-npz/ResNet152_optsgd_s100_e2_b2_lr0001_6063.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 1.14 | 59 | 6.06 | 38 | 34.35 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1436
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.65 | 32.87 | 65.77 |
model-npz/ResNet152_optsgd_s100_e2_b2_lr00001_6938.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 1.35 | 53 | 6.84 | 39 | 35.9 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_4149
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 1.19 | 29.75 | 59.55 |
model-npz/ResNet152_optsgd_s100_e2_b4_lr001_2027.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 17 | 1.67 | 69 | 5.72 | 39 | 36.04 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_2153
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 1.17 | 29.43 | 58.93 |
model-npz/ResNet152_optsgd_s100_e2_b4_lr0001_3243.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 20 | 1.34 | 72 | 4.85 | 41 | 35.87 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_2223
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 1.19 | 29.78 | 59.59 |
model-npz/ResNet152_optsgd_s100_e2_b4_lr00001_3289.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 17 | 1.68 | 68 | 5.94 | 39 | 34.6 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_3573
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 2.27 | 29.51 | 59.05 |
model-npz/ResNet152_optsgd_s100_e2_b8_lr001_1155.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 27 | 1.81 | 81 | 6.01 | 42 | 35.77 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_1150
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 2.24 | 29.11 | 58.27 |
model-npz/ResNet152_optsgd_s100_e2_b8_lr0001_3232.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 30 | 2.1 | 81 | 6.78 | 41 | 34.61 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2578
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 2.23 | 29.07 | 58.19 |
model-npz/ResNet152_optsgd_s100_e2_b8_lr00001_2029.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 22 | 2.18 | 77 | 6.75 | 43 | 36.02 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_1472
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.01 |
2.15.1
| 12.2 | 4.44 | 31.09 | 62.23 |
model-npz/ResNet152_optsgd_s100_e2_b16_lr001_2594.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 34 | 2.34 | 86 | 6.01 | 43 | 34.81 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_1806
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.001 |
2.15.1
| 12.2 | 4.15 | 29.07 | 58.18 |
model-npz/ResNet152_optsgd_s100_e2_b16_lr0001_1221.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 36 | 3.04 | 78 | 7.45 | 43 | 35.9 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_2241
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.0001 |
2.15.1
| 12.2 | 4.14 | 28.99 | 58.02 |
model-npz/ResNet152_optsgd_s100_e2_b16_lr00001_3048.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 32 | 2.08 | 76 | 6 | 42 | 34.69 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_1955
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.01 |
2.15.1
| 12.2 | 7.24 | 28.99 | 58.03 |
model-npz/ResNet152_optsgd_s100_e2_b32_lr001_5095.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 55 | 3.28 | 99 | 8.08 | 43 | 36.28 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_3017
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.001 |
2.15.1
| 12.2 | 7.24 | 29 | 58.07 |
model-npz/ResNet152_optsgd_s100_e2_b32_lr0001_3480.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 51 | 3.12 | 92 | 7.43 | 42 | 35.42 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2550
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.0001 |
2.15.1
| 12.2 | 7.36 | 29.46 | 58.96 |
model-npz/ResNet152_optsgd_s100_e2_b32_lr00001_2106.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 51 | 2.93 | 89 | 7.7 | 45 | 36.55 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_3344
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.01 |
2.15.1
| 12.2 | 15.05 | 30.12 | 60.27 |
model-npz/ResNet152_optsgd_s100_e2_b64_lr001_1957.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 74 | 5.61 | 98 | 11.33 | 46 | 36.22 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_3186
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 15.39 | 30.8 | 61.65 |
model-npz/ResNet152_optsgd_s100_e2_b64_lr0001_1125.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 56 | 4.85 | 95 | 11.17 | 47 | 38.08 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_3297
| 100 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 15.2 | 30.42 | 60.88 |
model-npz/ResNet152_optsgd_s100_e2_b64_lr00001_6245.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 57 | 5.88 | 99 | 12.17 | 46 | 37.36 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_2086
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 0.23 | 23.73 | 118.69 |
model-npz/ResNet152_optsgd_s100_e5_b1_lr001_3251.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 2.62 | 45 | 14.25 | 39 | 36.28 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_1569
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 0.23 | 23.44 | 117.23 |
model-npz/ResNet152_optsgd_s100_e5_b1_lr0001_4736.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 2.59 | 62 | 14.59 | 37 | 35.32 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_1458
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.23 | 23.16 | 115.86 |
model-npz/ResNet152_optsgd_s100_e5_b1_lr00001_1792.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 2.62 | 58 | 13.43 | 38 | 34.48 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_3076
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 0.34 | 17.37 | 86.9 |
model-npz/ResNet152_optsgd_s100_e5_b2_lr001_4311.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 17 | 2.29 | 59 | 11.28 | 39 | 35.72 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_2158
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 0.33 | 16.73 | 83.72 |
model-npz/ResNet152_optsgd_s100_e5_b2_lr0001_1313.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 2.53 | 63 | 12.34 | 40 | 35.63 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_1988
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.34 | 17.08 | 85.46 |
model-npz/ResNet152_optsgd_s100_e5_b2_lr00001_3440.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 2.37 | 63 | 11.83 | 40 | 35.71 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_1399
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 0.55 | 13.85 | 69.32 |
model-npz/ResNet152_optsgd_s100_e5_b4_lr001_2452.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 18 | 2.62 | 72 | 9.3 | 40 | 35.3 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_2468
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 0.55 | 13.72 | 68.66 |
model-npz/ResNet152_optsgd_s100_e5_b4_lr0001_3269.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 18 | 2.56 | 61 | 9.08 | 42 | 36.32 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1870
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.55 | 13.86 | 69.36 |
model-npz/ResNet152_optsgd_s100_e5_b4_lr00001_2110.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 2.54 | 64 | 8.86 | 43 | 37.53 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_2737
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 0.99 | 12.88 | 64.46 |
model-npz/ResNet152_optsgd_s100_e5_b8_lr001_1945.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 22 | 3.34 | 78 | 10.28 | 42 | 35.32 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_2762
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 0.99 | 12.91 | 64.58 |
model-npz/ResNet152_optsgd_s100_e5_b8_lr0001_2043.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 29 | 3.3 | 87 | 10.14 | 44 | 36.3 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_6543
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.99 | 12.87 | 64.4 |
model-npz/ResNet152_optsgd_s100_e5_b8_lr00001_2760.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 23 | 3.04 | 76 | 9.39 | 46 | 37.57 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_2365
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 1.75 | 12.27 | 61.42 |
model-npz/ResNet152_optsgd_s100_e5_b16_lr001_1239.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 40 | 4.02 | 83 | 9.96 | 45 | 36.28 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_1584
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 1.78 | 12.51 | 62.64 |
model-npz/ResNet152_optsgd_s100_e5_b16_lr0001_2965.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 41 | 4.13 | 85 | 9.73 | 45 | 37.13 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_1117
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 1.79 | 12.57 | 62.89 |
model-npz/ResNet152_optsgd_s100_e5_b16_lr00001_3206.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 41 | 3.95 | 83 | 9.88 | 45 | 36.13 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2876
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 3.04 | 12.19 | 61.02 |
model-npz/ResNet152_optsgd_s100_e5_b32_lr001_1413.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 57 | 4.65 | 100 | 10.6 | 45 | 36.95 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_1348
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 3.04 | 12.17 | 60.91 |
model-npz/ResNet152_optsgd_s100_e5_b32_lr0001_2662.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 55 | 4.68 | 99 | 10.64 | 45 | 36.07 |
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