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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_6256
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 25.22 | 50.47 | 101.02 |
model-npz/ResNet152_optadam_s100_e2_b64_lr0001_2526.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 69 | 3.15 | 96 | 7.37 | 43 | 32.81 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2477
| 100 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 25.23 | 50.48 | 101 |
model-npz/ResNet152_optadam_s100_e2_b64_lr00001_3358.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 54 | 3.06 | 99 | 7.74 | 43 | 32.68 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_3270
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 0.33 | 33.22 | 166.14 |
model-npz/ResNet152_optadam_s100_e5_b1_lr001_1077.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 2.3 | 57 | 12.28 | 33 | 30.92 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_5197
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 0.32 | 32.52 | 162.7 |
model-npz/ResNet152_optadam_s100_e5_b1_lr0001_6967.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 2.27 | 55 | 12.48 | 32 | 30.61 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_5081
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.32 | 32.4 | 162.05 |
model-npz/ResNet152_optadam_s100_e5_b1_lr00001_2335.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 2.35 | 60 | 12.85 | 32 | 30.29 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_9169
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 0.51 | 25.5 | 127.56 |
model-npz/ResNet152_optadam_s100_e5_b2_lr001_1770.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 2.01 | 68 | 9.24 | 37 | 33 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_9176
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 0.5 | 25.2 | 126.08 |
model-npz/ResNet152_optadam_s100_e5_b2_lr0001_2598.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 1.98 | 52 | 9.23 | 37 | 32.12 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_1128
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.5 | 25.2 | 126.06 |
model-npz/ResNet152_optadam_s100_e5_b2_lr00001_5668.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 2.04 | 48 | 9.37 | 38 | 34.4 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_3003
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 0.87 | 21.94 | 109.81 |
model-npz/ResNet152_optadam_s100_e5_b4_lr001_1617.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 1.68 | 65 | 6.03 | 39 | 32.83 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_1339
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 0.87 | 21.86 | 109.38 |
model-npz/ResNet152_optadam_s100_e5_b4_lr0001_1877.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 18 | 1.8 | 61 | 6.56 | 39 | 33.19 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_1304
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.87 | 21.89 | 109.49 |
model-npz/ResNet152_optadam_s100_e5_b4_lr00001_6410.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 1.84 | 64 | 6.74 | 38 | 31.67 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2333
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 1.6 | 20.82 | 104.17 |
model-npz/ResNet152_optadam_s100_e5_b8_lr001_1085.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 23 | 2.15 | 72 | 6.54 | 40 | 32.81 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_1989
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 1.61 | 20.93 | 104.73 |
model-npz/ResNet152_optadam_s100_e5_b8_lr0001_1440.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 25 | 1.95 | 75 | 6.18 | 40 | 31.73 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_8989
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 1.61 | 21 | 105.04 |
model-npz/ResNet152_optadam_s100_e5_b8_lr00001_2759.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 22 | 2.3 | 80 | 6.95 | 40 | 31.29 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1883
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 2.89 | 20.27 | 101.39 |
model-npz/ResNet152_optadam_s100_e5_b16_lr001_2606.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 40 | 2.83 | 85 | 6.9 | 41 | 31.5 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2333
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 2.9 | 20.35 | 101.83 |
model-npz/ResNet152_optadam_s100_e5_b16_lr0001_2284.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 38 | 2.43 | 78 | 6.06 | 40 | 31.45 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_1758
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 2.9 | 20.36 | 101.88 |
model-npz/ResNet152_optadam_s100_e5_b16_lr00001_2257.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 46 | 2.89 | 87 | 6.58 | 41 | 31.73 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_2617
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 4.99 | 19.96 | 99.88 |
model-npz/ResNet152_optadam_s100_e5_b32_lr001_1893.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 52 | 2.73 | 99 | 6.15 | 42 | 31.72 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_2840
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 5.09 | 20.37 | 101.97 |
model-npz/ResNet152_optadam_s100_e5_b32_lr0001_2717.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 52 | 2.98 | 99 | 7.11 | 41 | 32.01 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_2250
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 5.05 | 20.23 | 101.25 |
model-npz/ResNet152_optadam_s100_e5_b32_lr00001_6610.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 49 | 2.58 | 89 | 5.97 | 42 | 31.9 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_1388
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 10.44 | 20.89 | 104.51 |
model-npz/ResNet152_optadam_s100_e5_b64_lr001_1777.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 73 | 4.55 | 98 | 9.38 | 44 | 32.32 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_2977
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 10.47 | 20.97 | 104.91 |
model-npz/ResNet152_optadam_s100_e5_b64_lr0001_3173.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 56 | 3.82 | 97 | 8.77 | 45 | 33.54 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2575
| 100 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 10.28 | 20.57 | 102.89 |
model-npz/ResNet152_optadam_s100_e5_b64_lr00001_2000.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 62 | 3.95 | 99 | 8.6 | 45 | 33.57 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_1137
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.23 | 23.39 | 233.96 |
model-npz/ResNet152_optadam_s100_e10_b1_lr001_1707.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 3.2 | 56 | 16.86 | 35 | 32.15 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_9093
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.23 | 23.62 | 236.33 |
model-npz/ResNet152_optadam_s100_e10_b1_lr0001_2946.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 3.22 | 57 | 17.78 | 32 | 30.59 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_2578
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.23 | 23.31 | 233.18 |
model-npz/ResNet152_optadam_s100_e10_b1_lr00001_2755.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 3.21 | 58 | 17.34 | 34 | 30.66 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_8309
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 0.32 | 16.4 | 164.09 |
model-npz/ResNet152_optadam_s100_e10_b2_lr001_6638.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 3.03 | 48 | 14.02 | 38 | 32.22 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1193
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 0.32 | 16.41 | 164.16 |
model-npz/ResNet152_optadam_s100_e10_b2_lr0001_2112.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 2.92 | 64 | 13.67 | 39 | 35.59 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_5705
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.33 | 16.52 | 165.35 |
model-npz/ResNet152_optadam_s100_e10_b2_lr00001_2493.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 2.91 | 60 | 13.77 | 38 | 34.26 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1896
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 0.51 | 12.81 | 128.17 |
model-npz/ResNet152_optadam_s100_e10_b4_lr001_1316.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 20 | 3.14 | 59 | 10.86 | 41 | 34.05 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_1026
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 0.51 | 12.74 | 127.45 |
model-npz/ResNet152_optadam_s100_e10_b4_lr0001_1787.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 18 | 3.01 | 63 | 10.71 | 41 | 33.85 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_2550
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.52 | 13.02 | 130.25 |
model-npz/ResNet152_optadam_s100_e10_b4_lr00001_3311.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 2.94 | 55 | 10.38 | 40 | 33.57 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_2388
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 0.88 | 11.45 | 114.6 |
model-npz/ResNet152_optadam_s100_e10_b8_lr001_3069.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 25 | 3.31 | 75 | 10.14 | 46 | 33.47 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_1696
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 0.89 | 11.64 | 116.43 |
model-npz/ResNet152_optadam_s100_e10_b8_lr0001_1940.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 31 | 3.47 | 86 | 10.38 | 48 | 37.57 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_2689
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.87 | 11.43 | 114.36 |
model-npz/ResNet152_optadam_s100_e10_b8_lr00001_3108.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 23 | 3.26 | 76 | 9.93 | 49 | 38.8 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_2441
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 16 | 0.01 |
2.15.1
| 12.2 | 1.55 | 10.88 | 108.86 |
model-npz/ResNet152_optadam_s100_e10_b16_lr001_8851.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 38 | 3.91 | 83 | 8.96 | 48 | 39.18 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1137
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 1.51 | 10.62 | 106.33 |
model-npz/ResNet152_optadam_s100_e10_b16_lr0001_8316.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 41 | 4.11 | 84 | 9.61 | 47 | 37.71 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_3401
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 1.53 | 10.75 | 107.61 |
model-npz/ResNet152_optadam_s100_e10_b16_lr00001_2689.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 38 | 3.93 | 78 | 8.92 | 48 | 38.88 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2135
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 2.62 | 10.5 | 105.06 |
model-npz/ResNet152_optadam_s100_e10_b32_lr001_2878.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 53 | 4.63 | 99 | 9.84 | 48 | 37.95 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_1522
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 2.61 | 10.47 | 104.81 |
model-npz/ResNet152_optadam_s100_e10_b32_lr0001_2402.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 53 | 4.92 | 99 | 10.65 | 48 | 37.64 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1121
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 2.66 | 10.68 | 106.89 |
model-npz/ResNet152_optadam_s100_e10_b32_lr00001_1168.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 52 | 4.01 | 99 | 9.07 | 48 | 37.55 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_4586
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 5.22 | 10.46 | 104.7 |
model-npz/ResNet152_optadam_s100_e10_b64_lr001_1527.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 55 | 5.77 | 99 | 12.1 | 50 | 38.22 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_8786
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 5.27 | 10.55 | 105.61 |
model-npz/ResNet152_optadam_s100_e10_b64_lr0001_3383.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 61 | 5.88 | 99 | 12.52 | 51 | 38.78 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2762
| 100 | 224 | 224 | 3 | 10 |
adam
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 5.29 | 10.6 | 106.04 |
model-npz/ResNet152_optadam_s100_e10_b64_lr00001_1090.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 61 | 6.18 | 99 | 12.91 | 51 | 38.95 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_2161
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 0.23 | 234.09 | 234.13 |
model-npz/ResNet152_optadam_s1000_e1_b1_lr001_3017.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 3.16 | 64 | 16.45 | 41 | 37.06 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1410
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 0.22 | 223.19 | 223.24 |
model-npz/ResNet152_optadam_s1000_e1_b1_lr0001_2608.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 3.32 | 61 | 18.23 | 38 | 35.5 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_3110
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.22 | 227.17 | 227.2 |
model-npz/ResNet152_optadam_s1000_e1_b1_lr00001_3810.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 3.25 | 65 | 16.94 | 40 | 37.01 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_2358
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 0.32 | 163.7 | 163.74 |
model-npz/ResNet152_optadam_s1000_e1_b2_lr001_1389.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 2.9 | 65 | 13.69 | 43 | 37.18 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_1961
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 0.32 | 161.44 | 161.47 |
model-npz/ResNet152_optadam_s1000_e1_b2_lr0001_1653.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 2.75 | 69 | 13.26 | 44 | 37.94 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_6322
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.32 | 163.72 | 163.76 |
model-npz/ResNet152_optadam_s1000_e1_b2_lr00001_5331.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 2.91 | 65 | 13.62 | 44 | 39.16 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_1547
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 0.5 | 126.25 | 126.28 |
model-npz/ResNet152_optadam_s1000_e1_b4_lr001_2815.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 18 | 3.1 | 62 | 10.92 | 47 | 39.44 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_2883
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 0.5 | 125.5 | 125.54 |
model-npz/ResNet152_optadam_s1000_e1_b4_lr0001_2369.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 2.94 | 65 | 10.45 | 45 | 38.23 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2084
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.5 | 125.23 | 125.26 |
model-npz/ResNet152_optadam_s1000_e1_b4_lr00001_2656.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 17 | 2.94 | 60 | 10.4 | 45 | 37.67 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_1309
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 0.87 | 109.62 | 109.65 |
model-npz/ResNet152_optadam_s1000_e1_b8_lr001_1041.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 25 | 3.44 | 71 | 9.99 | 49 | 37.98 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_1730
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 0.87 | 109.41 | 109.44 |
model-npz/ResNet152_optadam_s1000_e1_b8_lr0001_4928.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 25 | 3.27 | 70 | 9.63 | 49 | 39.16 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2747
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.88 | 110.8 | 110.83 |
model-npz/ResNet152_optadam_s1000_e1_b8_lr00001_1874.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 26 | 3.19 | 77 | 9.52 | 46 | 37.4 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1555
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 16 | 0.01 |
2.15.1
| 12.2 | 1.66 | 105.07 | 105.1 |
model-npz/ResNet152_optadam_s1000_e1_b16_lr001_9503.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 40 | 4.28 | 90 | 9.8 | 48 | 38 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3160
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 16 | 0.001 |
2.15.1
| 12.2 | 1.69 | 106.46 | 106.52 |
model-npz/ResNet152_optadam_s1000_e1_b16_lr0001_2795.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 40 | 4.42 | 88 | 9.86 | 47 | 38.95 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_1350
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 16 | 0.0001 |
2.15.1
| 12.2 | 1.66 | 105.12 | 105.15 |
model-npz/ResNet152_optadam_s1000_e1_b16_lr00001_3393.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 38 | 4.17 | 84 | 9.62 | 47 | 37.35 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_6774
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 32 | 0.001 |
2.15.1
| 12.2 | 3.24 | 103.72 | 103.76 |
model-npz/ResNet152_optadam_s1000_e1_b32_lr0001_2507.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 49 | 4.5 | 100 | 9.89 | 48 | 37.4 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3122
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 32 | 0.0001 |
2.15.1
| 12.2 | 3.23 | 103.32 | 103.38 |
model-npz/ResNet152_optadam_s1000_e1_b32_lr00001_1009.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 49 | 4.39 | 93 | 9.53 | 47 | 37.49 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_4213
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 64 | 0.01 |
2.15.1
| 12.2 | 6.65 | 106.43 | 106.47 |
model-npz/ResNet152_optadam_s1000_e1_b64_lr001_9187.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 73 | 5.54 | 99 | 11.28 | 50 | 37.53 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_3237
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 64 | 0.001 |
2.15.1
| 12.2 | 6.66 | 106.65 | 106.69 |
model-npz/ResNet152_optadam_s1000_e1_b64_lr0001_6872.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 65 | 5.55 | 98 | 11.18 | 51 | 38.58 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_1707
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 1 | 64 | 0.0001 |
2.15.1
| 12.2 | 6.6 | 105.73 | 105.77 |
model-npz/ResNet152_optadam_s1000_e1_b64_lr00001_2868.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 60 | 5.97 | 100 | 12.69 | 50 | 38.31 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_2719
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 0.18 | 187.43 | 374.91 |
model-npz/ResNet152_optadam_s1000_e2_b1_lr001_3713.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 4.03 | 60 | 22.77 | 40 | 35.64 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2095
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 0.18 | 187.07 | 374.18 |
model-npz/ResNet152_optadam_s1000_e2_b1_lr0001_2592.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 3.99 | 67 | 22.3 | 37 | 35.42 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2830
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.19 | 193.66 | 387.36 |
model-npz/ResNet152_optadam_s1000_e2_b1_lr00001_1049.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 3.93 | 66 | 21.77 | 37 | 35.82 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_2602
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 0.23 | 117.19 | 234.43 |
model-npz/ResNet152_optadam_s1000_e2_b2_lr001_2265.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 11 | 4.1 | 43 | 19.21 | 47 | 38.75 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2251
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 0.23 | 116.87 | 233.82 |
model-npz/ResNet152_optadam_s1000_e2_b2_lr0001_1202.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 4.1 | 54 | 19.06 | 47 | 40.96 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_4953
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.23 | 118.08 | 236.2 |
model-npz/ResNet152_optadam_s1000_e2_b2_lr00001_1771.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 4.07 | 58 | 19.1 | 46 | 40.57 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_2813
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 0.32 | 81.42 | 162.92 |
model-npz/ResNet152_optadam_s1000_e2_b4_lr001_3286.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 4.58 | 61 | 16.02 | 48 | 40.32 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1590
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 0.32 | 82 | 164.04 |
model-npz/ResNet152_optadam_s1000_e2_b4_lr0001_1729.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 17 | 4.55 | 55 | 15.89 | 48 | 40.59 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_4552
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.32 | 81.71 | 163.46 |
model-npz/ResNet152_optadam_s1000_e2_b4_lr00001_2648.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 17 | 4.64 | 58 | 15.93 | 48 | 40.33 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2233
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 0.51 | 64.15 | 128.34 |
model-npz/ResNet152_optadam_s1000_e2_b8_lr001_3142.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 30 | 5.34 | 87 | 15.36 | 52 | 40.3 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2378
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 0.51 | 64.04 | 128.13 |
model-npz/ResNet152_optadam_s1000_e2_b8_lr0001_4863.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 24 | 5.07 | 77 | 14.86 | 51 | 40.53 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2137
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.51 | 64.13 | 128.29 |
model-npz/ResNet152_optadam_s1000_e2_b8_lr00001_1280.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 24 | 5.27 | 70 | 15.26 | 50 | 39.88 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1207
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 16 | 0.01 |
2.15.1
| 12.2 | 0.95 | 59.84 | 119.73 |
model-npz/ResNet152_optadam_s1000_e2_b16_lr001_6768.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 40 | 6.3 | 85 | 14.02 | 52 | 40.39 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_3629
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 16 | 0.001 |
2.15.1
| 12.2 | 0.92 | 58.05 | 116.14 |
model-npz/ResNet152_optadam_s1000_e2_b16_lr0001_1241.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 43 | 6.98 | 86 | 15.28 | 51 | 40.71 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_2848
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.93 | 59.06 | 118.18 |
model-npz/ResNet152_optadam_s1000_e2_b16_lr00001_5422.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 40 | 6.35 | 84 | 14.16 | 50 | 39.33 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1798
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 32 | 0.01 |
2.15.1
| 12.2 | 1.75 | 56.07 | 112.18 |
model-npz/ResNet152_optadam_s1000_e2_b32_lr001_7221.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 66 | 7.29 | 99 | 14.57 | 52 | 40.27 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1642
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 32 | 0.001 |
2.15.1
| 12.2 | 1.76 | 56.48 | 113.01 |
model-npz/ResNet152_optadam_s1000_e2_b32_lr0001_3490.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 51 | 7.42 | 94 | 14.27 | 52 | 39.7 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_1416
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 32 | 0.0001 |
2.15.1
| 12.2 | 1.78 | 56.96 | 113.97 |
model-npz/ResNet152_optadam_s1000_e2_b32_lr00001_2531.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 64 | 7.24 | 99 | 14.06 | 51 | 39.37 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_7328
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.01 |
2.15.1
| 12.2 | 3.57 | 57.15 | 114.33 |
model-npz/ResNet152_optadam_s1000_e2_b64_lr001_1228.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 65 | 7.96 | 99 | 16.22 | 53 | 39.62 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_3392
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 3.54 | 56.76 | 113.57 |
model-npz/ResNet152_optadam_s1000_e2_b64_lr0001_2632.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 61 | 8.23 | 99 | 15.64 | 54 | 40.36 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1026
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 3.55 | 56.83 | 113.71 |
model-npz/ResNet152_optadam_s1000_e2_b64_lr00001_2293.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 63 | 8.14 | 99 | 16.59 | 54 | 41.13 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_9894
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 0.47 | 29.99 | 150.01 |
model-npz/ResNet152_optadam_s1000_e5_b16_lr001_2881.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 38 | 11.86 | 86 | 26.94 | 59 | 42.23 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_1959
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 0.47 | 30.14 | 150.77 |
model-npz/ResNet152_optadam_s1000_e5_b16_lr0001_2852.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 41 | 12.11 | 90 | 26.3 | 60 | 45.82 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_7808
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.47 | 29.96 | 149.87 |
model-npz/ResNet152_optadam_s1000_e5_b16_lr00001_1731.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 40 | 12.14 | 86 | 26.23 | 58 | 45.81 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2948
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 0.84 | 26.96 | 134.88 |
model-npz/ResNet152_optadam_s1000_e5_b32_lr001_3348.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 63 | 14.24 | 99 | 27.24 | 60 | 45.04 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2705
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 0.85 | 27.23 | 136.21 |
model-npz/ResNet152_optadam_s1000_e5_b32_lr0001_8440.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 54 | 13.95 | 99 | 26.39 | 61 | 45.59 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2622
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.84 | 26.91 | 134.62 |
model-npz/ResNet152_optadam_s1000_e5_b32_lr00001_1157.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 63 | 14.42 | 99 | 26.84 | 58 | 44.57 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_4492
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 1.71 | 27.34 | 136.73 |
model-npz/ResNet152_optadam_s1000_e5_b64_lr001_1676.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 63 | 14.42 | 100 | 26.37 | 61 | 45.35 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_7917
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 1.7 | 27.25 | 136.34 |
model-npz/ResNet152_optadam_s1000_e5_b64_lr0001_5302.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 62 | 14.86 | 99 | 27.35 | 59 | 44.63 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2188
| 1,000 | 224 | 224 | 3 | 10 |
adam
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 1.68 | 26.94 | 134.76 |
model-npz/ResNet152_optadam_s1000_e5_b64_lr00001_2780.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 74 | 15.24 | 99 | 27.51 | 61 | 45.11 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_1089
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 27.19 | 54.42 | 54.45 |
model-npz/ResNet152_optsgd_s10_e1_b8_lr0001_4227.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 21 | 1.3 | 79 | 4.34 | 43 | 39.42 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_3059
| 10 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 28.62 | 57.28 | 57.31 |
model-npz/ResNet152_optsgd_s10_e1_b8_lr00001_7912.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 20 | 0.91 | 68 | 3.56 | 40 | 37.04 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_2649
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 2.75 | 27.56 | 55.16 |
model-npz/ResNet152_optsgd_s10_e2_b1_lr001_3392.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 13 | 0.41 | 34 | 1.59 | 38 | 36.94 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_3060
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 2.74 | 27.49 | 55.01 |
model-npz/ResNet152_optsgd_s10_e2_b1_lr0001_2714.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 16 | 0.41 | 58 | 2.19 | 37 | 35.65 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_2351
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 2.75 | 27.57 | 55.18 |
model-npz/ResNet152_optsgd_s10_e2_b1_lr00001_2939.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 15 | 0.48 | 49 | 1.98 | 38 | 36.06 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_8904
| 10 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 5.46 | 27.32 | 54.67 |
model-npz/ResNet152_optsgd_s10_e2_b2_lr001_4453.npz
|
Nvidia
|
Tesla V100S-PCIE-32GB
|
Tesla
| 7 | 5,120 | 80 | 32 |
hbm2
| 1,130 | 640 | 14 | 0.58 | 37 | 2.29 | 37 | 35.31 |
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