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VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_7101
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 0.08 | 10.15 | 50.78 |
model-npz/VGG16_optsgd_s1000_e5_b8_lr001_1018.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 26.03 | 100 | 70.5 | 61 | 56.8 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_2053
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 0.08 | 10.25 | 51.27 |
model-npz/VGG16_optsgd_s1000_e5_b8_lr0001_2635.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 26.43 | 100 | 72.38 | 61 | 56.7 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1116
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.08 | 10.19 | 50.97 |
model-npz/VGG16_optsgd_s1000_e5_b8_lr00001_3054.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 38 | 26.52 | 100 | 72 | 61 | 57.08 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2608
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 0.15 | 9.74 | 48.74 |
model-npz/VGG16_optsgd_s1000_e5_b16_lr001_2407.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 28.49 | 100 | 69.08 | 60 | 56.1 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1603
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 0.15 | 9.72 | 48.65 |
model-npz/VGG16_optsgd_s1000_e5_b16_lr0001_2356.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 28.25 | 100 | 69.77 | 60 | 55.83 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2630
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 0.32 | 10.36 | 51.87 |
model-npz/VGG16_optsgd_s1000_e5_b32_lr001_2347.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 49 | 28.47 | 100 | 73.35 | 55 | 48.21 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_2877
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 0.32 | 10.17 | 50.9 |
model-npz/VGG16_optsgd_s1000_e5_b32_lr0001_3123.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 48 | 29.01 | 100 | 72.76 | 58 | 52.56 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_5737
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.32 | 10.19 | 50.98 |
model-npz/VGG16_optsgd_s1000_e5_b32_lr00001_2090.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 49 | 28.44 | 100 | 72.36 | 60 | 55.05 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_8983
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 0.84 | 13.43 | 67.17 |
model-npz/VGG16_optsgd_s1000_e5_b64_lr001_2293.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 59 | 28.06 | 100 | 78.66 | 61 | 56.62 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_3018
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 0.84 | 13.44 | 67.24 |
model-npz/VGG16_optsgd_s1000_e5_b64_lr0001_9948.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 61 | 28.7 | 100 | 78.31 | 61 | 57.41 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1596
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.84 | 13.44 | 67.24 |
model-npz/VGG16_optsgd_s1000_e5_b64_lr00001_1108.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 61 | 28.24 | 100 | 77.67 | 62 | 57.71 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_3297
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.02 | 17.54 | 175.42 |
model-npz/VGG16_optsgd_s1000_e10_b1_lr001_3301.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 35 | 31.23 | 100 | 82.18 | 59 | 56.44 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_3079
| 1 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 73.13 | 73.15 | 73.19 |
model-npz/ResNet101_optadam_s1_e1_b1_lr001_7104.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 12 | 0.2 | 52 | 0.92 | 29 | 27.89 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1948
| 1 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 70.92 | 70.95 | 70.98 |
model-npz/ResNet101_optadam_s1_e1_b1_lr0001_1381.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 0.23 | 80 | 1 | 29 | 28.43 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_9477
| 1 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 71.06 | 71.08 | 71.11 |
model-npz/ResNet101_optadam_s1_e1_b1_lr00001_5896.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 0.2 | 68 | 1.06 | 29 | 28.98 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_3234
| 1 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 36.15 | 36.17 | 72.36 |
model-npz/ResNet101_optadam_s1_e2_b1_lr001_1483.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.13 | 67 | 0.67 | 30 | 29.01 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_1530
| 1 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 35.56 | 35.58 | 71.19 |
model-npz/ResNet101_optadam_s1_e2_b1_lr0001_9583.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.23 | 70 | 1.11 | 30 | 29.1 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2008
| 1 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 36.02 | 36.04 | 72.11 |
model-npz/ResNet101_optadam_s1_e2_b1_lr00001_3158.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.24 | 74 | 1.12 | 30 | 29.38 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_2673
| 1 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 14.4 | 14.41 | 72.09 |
model-npz/ResNet101_optadam_s1_e5_b1_lr001_1120.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.21 | 70 | 1.15 | 30 | 29.94 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_7708
| 1 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 14.54 | 14.55 | 72.79 |
model-npz/ResNet101_optadam_s1_e5_b1_lr0001_3322.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 8 | 0.23 | 29 | 0.98 | 30 | 29.07 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2481
| 1 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 14.73 | 14.74 | 73.73 |
model-npz/ResNet101_optadam_s1_e5_b1_lr00001_7460.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.23 | 71 | 1.22 | 30 | 29.01 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_2107
| 1 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 7.27 | 7.28 | 72.92 |
model-npz/ResNet101_optadam_s1_e10_b1_lr001_8967.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 0.4 | 79 | 1.87 | 30 | 29.05 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_1001
| 1 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 7.27 | 7.28 | 72.91 |
model-npz/ResNet101_optadam_s1_e10_b1_lr0001_5288.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 0.33 | 73 | 1.86 | 30 | 29.06 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_3115
| 1 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 7.43 | 7.44 | 74.46 |
model-npz/ResNet101_optadam_s1_e10_b1_lr00001_5448.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 0.38 | 80 | 1.89 | 30 | 29.2 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2308
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 7.23 | 72.32 | 72.34 |
model-npz/ResNet101_optadam_s10_e1_b1_lr001_3214.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.35 | 73 | 1.87 | 30 | 29.52 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_4169
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 7.33 | 73.38 | 73.41 |
model-npz/ResNet101_optadam_s10_e1_b1_lr0001_3254.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.37 | 64 | 1.8 | 31 | 29.89 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_1505
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 7.26 | 72.65 | 72.67 |
model-npz/ResNet101_optadam_s10_e1_b1_lr00001_2635.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.26 | 74 | 1.51 | 30 | 29.06 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_2850
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 14.62 | 73.15 | 73.18 |
model-npz/ResNet101_optadam_s10_e1_b2_lr001_1726.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.26 | 72 | 1.38 | 30 | 29.03 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_7700
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 14.4 | 72.06 | 72.09 |
model-npz/ResNet101_optadam_s10_e1_b2_lr0001_4706.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.22 | 74 | 1.39 | 30 | 29.02 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_3077
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 14.45 | 72.29 | 72.31 |
model-npz/ResNet101_optadam_s10_e1_b2_lr00001_1301.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 0.35 | 76 | 2.22 | 30 | 29.04 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_3201
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 24.51 | 73.55 | 73.57 |
model-npz/ResNet101_optadam_s10_e1_b4_lr001_1337.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 23 | 0.75 | 82 | 3.59 | 31 | 29.16 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_2023
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 24.99 | 74.99 | 75.02 |
model-npz/ResNet101_optadam_s10_e1_b4_lr0001_6919.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 0.5 | 84 | 2.58 | 31 | 29.81 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2226
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 24.38 | 73.17 | 73.2 |
model-npz/ResNet101_optadam_s10_e1_b4_lr00001_2779.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 19 | 0.75 | 80 | 3.69 | 32 | 29.96 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_2636
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 37.09 | 74.21 | 74.23 |
model-npz/ResNet101_optadam_s10_e1_b8_lr001_5188.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 19 | 0.78 | 79 | 3.34 | 32 | 30.06 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_3221
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 37.05 | 74.14 | 74.17 |
model-npz/ResNet101_optadam_s10_e1_b8_lr0001_1536.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 0.58 | 79 | 2.71 | 32 | 30.11 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_3241
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 37.89 | 75.8 | 75.83 |
model-npz/ResNet101_optadam_s10_e1_b8_lr00001_3400.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 19 | 0.68 | 82 | 3.5 | 32 | 29.91 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_2425
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 3.69 | 36.93 | 73.9 |
model-npz/ResNet101_optadam_s10_e2_b1_lr001_1435.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.38 | 73 | 1.99 | 30 | 29.47 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_1598
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 3.7 | 37.08 | 74.19 |
model-npz/ResNet101_optadam_s10_e2_b1_lr0001_3012.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 0.45 | 79 | 2.27 | 30 | 29.17 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_1046
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 3.69 | 36.98 | 73.99 |
model-npz/ResNet101_optadam_s10_e2_b1_lr00001_6165.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 0.42 | 68 | 1.97 | 30 | 29.13 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_1255
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 7.21 | 36.06 | 72.16 |
model-npz/ResNet101_optadam_s10_e2_b2_lr001_6411.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.34 | 70 | 1.66 | 30 | 29.18 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_1240
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 7.47 | 37.39 | 74.81 |
model-npz/ResNet101_optadam_s10_e2_b2_lr0001_2068.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 0.41 | 79 | 2.06 | 30 | 29.46 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_5852
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 7.25 | 36.27 | 72.57 |
model-npz/ResNet101_optadam_s10_e2_b2_lr00001_1616.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.25 | 73 | 1.37 | 31 | 29.66 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1212
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 12.34 | 37.04 | 74.12 |
model-npz/ResNet101_optadam_s10_e2_b4_lr001_1625.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 18 | 0.54 | 81 | 2.91 | 32 | 30.04 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1942
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 12.36 | 37.11 | 74.26 |
model-npz/ResNet101_optadam_s10_e2_b4_lr0001_2878.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 0.57 | 78 | 2.69 | 32 | 29.34 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1020
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 12.5 | 37.53 | 75.1 |
model-npz/ResNet101_optadam_s10_e2_b4_lr00001_1074.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 0.53 | 72 | 2.74 | 31 | 29.18 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_1269
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 19.3 | 38.61 | 77.26 |
model-npz/ResNet101_optadam_s10_e2_b8_lr001_2913.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 24 | 0.84 | 78 | 3.22 | 31 | 29.34 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_2396
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 19.13 | 38.28 | 76.59 |
model-npz/ResNet101_optadam_s10_e2_b8_lr0001_2030.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 24 | 0.8 | 75 | 3.09 | 32 | 29.58 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2568
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 19.07 | 38.16 | 76.36 |
model-npz/ResNet101_optadam_s10_e2_b8_lr00001_5806.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 23 | 0.66 | 78 | 3.11 | 32 | 29.66 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_1879
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 1.56 | 15.62 | 78.13 |
model-npz/ResNet101_optadam_s10_e5_b1_lr001_4324.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.66 | 66 | 3.44 | 31 | 29.51 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_5996
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 1.52 | 15.19 | 76.02 |
model-npz/ResNet101_optadam_s10_e5_b1_lr0001_1229.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.76 | 71 | 3.68 | 31 | 29.43 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_1354
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 1.54 | 15.48 | 77.49 |
model-npz/ResNet101_optadam_s10_e5_b1_lr00001_2980.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.69 | 65 | 3.67 | 31 | 29.43 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_1194
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 2.93 | 14.67 | 73.39 |
model-npz/ResNet101_optadam_s10_e5_b2_lr001_1691.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.58 | 74 | 2.63 | 31 | 29.62 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_1855
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 2.93 | 14.66 | 73.37 |
model-npz/ResNet101_optadam_s10_e5_b2_lr0001_2399.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.65 | 75 | 3.18 | 31 | 29.73 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2459
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 2.99 | 14.99 | 75.01 |
model-npz/ResNet101_optadam_s10_e5_b2_lr00001_1903.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.53 | 75 | 2.54 | 32 | 29.95 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2272
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 5.09 | 15.29 | 76.52 |
model-npz/ResNet101_optadam_s10_e5_b4_lr001_3251.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 0.64 | 83 | 3.07 | 32 | 30.09 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_1081
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 5.21 | 15.66 | 78.35 |
model-npz/ResNet101_optadam_s10_e5_b4_lr0001_2170.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 0.72 | 81 | 3.56 | 32 | 30.07 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_1406
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 5.18 | 15.57 | 77.91 |
model-npz/ResNet101_optadam_s10_e5_b4_lr00001_1717.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 18 | 0.91 | 84 | 4.71 | 32 | 30.04 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_8642
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 7.7 | 15.41 | 77.12 |
model-npz/ResNet101_optadam_s10_e5_b8_lr001_2792.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 22 | 0.87 | 80 | 3.5 | 33 | 29.94 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_2080
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 7.68 | 15.38 | 76.96 |
model-npz/ResNet101_optadam_s10_e5_b8_lr0001_2342.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 0.85 | 83 | 3.95 | 33 | 29.97 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_6245
| 10 | 224 | 224 | 3 | 10 |
adam
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 7.73 | 15.47 | 77.39 |
model-npz/ResNet101_optadam_s10_e5_b8_lr00001_7955.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 0.73 | 76 | 3.29 | 32 | 29.65 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_3372
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.84 | 8.41 | 84.2 |
model-npz/ResNet101_optadam_s10_e10_b1_lr001_1824.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 1.1 | 60 | 5.89 | 31 | 29.66 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_2889
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.84 | 8.44 | 84.49 |
model-npz/ResNet101_optadam_s10_e10_b1_lr0001_2726.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 1.19 | 56 | 6.02 | 32 | 29.66 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_1194
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.82 | 8.23 | 82.35 |
model-npz/ResNet101_optadam_s10_e10_b1_lr00001_3361.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 1.16 | 57 | 5.89 | 32 | 29.65 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_1051
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 1.58 | 7.94 | 79.44 |
model-npz/ResNet101_optadam_s10_e10_b2_lr001_1394.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 0.9 | 71 | 4.25 | 32 | 29.57 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_3332
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 1.55 | 7.79 | 77.97 |
model-npz/ResNet101_optadam_s10_e10_b2_lr0001_1956.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 12 | 1 | 52 | 4.64 | 32 | 29.34 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_2207
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 1.58 | 7.94 | 79.43 |
model-npz/ResNet101_optadam_s10_e10_b2_lr00001_7613.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.87 | 68 | 4.25 | 31 | 29.22 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_3157
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 2.63 | 7.92 | 79.27 |
model-npz/ResNet101_optadam_s10_e10_b4_lr001_2049.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 0.99 | 85 | 4.2 | 32 | 29.27 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_2805
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 2.58 | 7.76 | 77.68 |
model-npz/ResNet101_optadam_s10_e10_b4_lr0001_3644.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 1.23 | 85 | 5.77 | 32 | 29.46 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_2784
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 2.6 | 7.82 | 78.25 |
model-npz/ResNet101_optadam_s10_e10_b4_lr00001_2477.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 18 | 1.02 | 78 | 4.65 | 33 | 29.6 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_7869
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 3.97 | 7.95 | 79.61 |
model-npz/ResNet101_optadam_s10_e10_b8_lr001_2483.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 1.05 | 85 | 5.2 | 32 | 29.86 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_2341
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 3.93 | 7.88 | 78.9 |
model-npz/ResNet101_optadam_s10_e10_b8_lr0001_3076.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 23 | 1.22 | 73 | 5.06 | 33 | 30 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_1652
| 10 | 224 | 224 | 3 | 10 |
adam
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 3.83 | 7.68 | 76.82 |
model-npz/ResNet101_optadam_s10_e10_b8_lr00001_4025.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 22 | 1.13 | 78 | 4.39 | 33 | 30.2 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_2469
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 0.84 | 84.42 | 84.45 |
model-npz/ResNet101_optadam_s100_e1_b1_lr001_1494.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 1.17 | 61 | 5.78 | 32 | 29.99 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_9121
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 0.85 | 85.51 | 85.53 |
model-npz/ResNet101_optadam_s100_e1_b1_lr0001_6585.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 1.18 | 62 | 6.07 | 32 | 29.79 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_7745
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.84 | 84.2 | 84.23 |
model-npz/ResNet101_optadam_s100_e1_b1_lr00001_2891.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 1.16 | 80 | 6.03 | 32 | 29.77 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_1680
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 1.54 | 77.11 | 77.14 |
model-npz/ResNet101_optadam_s100_e1_b2_lr001_2816.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 16 | 1.03 | 80 | 4.78 | 32 | 29.79 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_2650
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 1.55 | 77.85 | 77.87 |
model-npz/ResNet101_optadam_s100_e1_b2_lr0001_2343.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 0.81 | 75 | 3.71 | 32 | 29.62 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_5323
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 1.54 | 77.24 | 77.27 |
model-npz/ResNet101_optadam_s100_e1_b2_lr00001_9472.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 1.05 | 67 | 4.94 | 31 | 29.52 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_3142
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 3.04 | 76.06 | 76.09 |
model-npz/ResNet101_optadam_s100_e1_b4_lr001_4065.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 0.78 | 80 | 3.53 | 32 | 29.85 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_2576
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 3.09 | 77.38 | 77.4 |
model-npz/ResNet101_optadam_s100_e1_b4_lr0001_2482.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 0.7 | 71 | 3.09 | 32 | 29.83 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_2316
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 2.97 | 74.43 | 74.48 |
model-npz/ResNet101_optadam_s100_e1_b4_lr00001_1548.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 19 | 0.81 | 71 | 3.36 | 33 | 29.99 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_5511
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 5.9 | 76.73 | 76.76 |
model-npz/ResNet101_optadam_s100_e1_b8_lr001_2044.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 26 | 1.3 | 87 | 5.26 | 34 | 30.1 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_1240
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 6.01 | 78.13 | 78.16 |
model-npz/ResNet101_optadam_s100_e1_b8_lr0001_3206.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 24 | 1.18 | 84 | 4.2 | 34 | 30.3 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1559
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 5.99 | 77.91 | 77.94 |
model-npz/ResNet101_optadam_s100_e1_b8_lr00001_3303.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 25 | 1.2 | 87 | 4.58 | 34 | 30.39 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_1813
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 16 | 0.01 |
2.15.1
| 12.2 | 11.03 | 77.24 | 77.27 |
model-npz/ResNet101_optadam_s100_e1_b16_lr001_2538.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 1.56 | 88 | 5.34 | 34 | 30.7 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_2249
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 16 | 0.001 |
2.15.1
| 12.2 | 10.76 | 75.35 | 75.38 |
model-npz/ResNet101_optadam_s100_e1_b16_lr0001_1397.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 36 | 1.4 | 88 | 5.2 | 34 | 30.86 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_2336
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 32 | 0.01 |
2.15.1
| 12.2 | 19.65 | 78.62 | 78.65 |
model-npz/ResNet101_optadam_s100_e1_b32_lr001_1267.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 40 | 1.67 | 100 | 8.31 | 34 | 30.53 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_2220
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 32 | 0.001 |
2.15.1
| 12.2 | 19.86 | 79.48 | 79.51 |
model-npz/ResNet101_optadam_s100_e1_b32_lr0001_1030.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 42 | 1.49 | 100 | 7.26 | 34 | 30.88 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1515
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 32 | 0.0001 |
2.15.1
| 12.2 | 19.59 | 78.38 | 78.41 |
model-npz/ResNet101_optadam_s100_e1_b32_lr00001_2630.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 49 | 1.5 | 100 | 6.5 | 34 | 31.12 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_6531
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 64 | 0.01 |
2.15.1
| 12.2 | 44.26 | 88.56 | 88.59 |
model-npz/ResNet101_optadam_s100_e1_b64_lr001_2529.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 47 | 2.64 | 100 | 12.06 | 38 | 31.9 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_1511
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 64 | 0.001 |
2.15.1
| 12.2 | 42.65 | 85.35 | 85.37 |
model-npz/ResNet101_optadam_s100_e1_b64_lr0001_2253.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 45 | 3.24 | 100 | 15.01 | 38 | 32.83 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1565
| 100 | 224 | 224 | 3 | 10 |
adam
| 1 | 64 | 0.0001 |
2.15.1
| 12.2 | 42.64 | 85.31 | 85.34 |
model-npz/ResNet101_optadam_s100_e1_b64_lr00001_2505.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 65 | 2.85 | 100 | 12.7 | 39 | 33.18 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_3341
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 0.47 | 47.64 | 95.32 |
model-npz/ResNet101_optadam_s100_e2_b1_lr001_1346.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 17 | 1.93 | 81 | 9.8 | 34 | 32.08 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_8063
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 0.47 | 47.7 | 95.43 |
model-npz/ResNet101_optadam_s100_e2_b1_lr0001_2629.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 14 | 1.94 | 72 | 9.71 | 33 | 30.99 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_3139
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.48 | 48.6 | 97.23 |
model-npz/ResNet101_optadam_s100_e2_b1_lr00001_2349.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 1.93 | 72 | 9.89 | 33 | 30.74 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_4577
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 0.81 | 40.59 | 81.21 |
model-npz/ResNet101_optadam_s100_e2_b2_lr001_3251.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 1.59 | 65 | 7.18 | 33 | 30.68 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_8694
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 0.85 | 42.57 | 85.18 |
model-npz/ResNet101_optadam_s100_e2_b2_lr0001_1118.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 15 | 1.49 | 69 | 6.85 | 33 | 30.49 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_2957
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.82 | 41.07 | 82.18 |
model-npz/ResNet101_optadam_s100_e2_b2_lr00001_1445.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 13 | 1.58 | 55 | 7.23 | 33 | 30.45 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_6820
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 1.57 | 39.42 | 78.87 |
model-npz/ResNet101_optadam_s100_e2_b4_lr001_3889.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 21 | 1.45 | 80 | 6.08 | 33 | 30.33 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_9088
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 1.57 | 39.29 | 78.62 |
model-npz/ResNet101_optadam_s100_e2_b4_lr0001_2161.npz
|
Nvidia
|
Tesla P100-PCIE-16GB
|
Tesla
| 6 | 3,584 | 56 | 16 |
hbm2
| 732.2 | 0 | 20 | 1.42 | 72 | 5.75 | 34 | 30.29 |
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