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ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_2952 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.05 | 52.32 | 523.21 | model-npz/ResNet101_optadam_s1000_e10_b1_lr0001_3213.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 3.62 | 59 | 40.18 | 30 | 29.52 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_1315 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.05 | 51.47 | 514.71 | model-npz/ResNet101_optadam_s1000_e10_b1_lr00001_7457.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 3.67 | 100 | 41.1 | 30 | 29.6 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_1279 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.05 | 27.85 | 278.57 | model-npz/ResNet101_optadam_s1000_e10_b2_lr001_2787.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 4.16 | 100 | 41.91 | 31 | 29.81 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_1404 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.06 | 28.38 | 283.83 | model-npz/ResNet101_optadam_s1000_e10_b2_lr0001_1580.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 4.1 | 100 | 41.22 | 31 | 29.85 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2195 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.06 | 28.36 | 283.64 | model-npz/ResNet101_optadam_s1000_e10_b2_lr00001_2247.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 4.07 | 100 | 41.18 | 31 | 29.85 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_2775 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.07 | 17.35 | 173.54 | model-npz/ResNet101_optadam_s1000_e10_b4_lr001_5592.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 4.75 | 100 | 37.71 | 32 | 29.91 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_1865 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.07 | 17.09 | 170.98 | model-npz/ResNet101_optadam_s1000_e10_b4_lr0001_2117.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 4.69 | 78 | 38.06 | 32 | 30.13 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1295 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.07 | 17.03 | 170.37 | model-npz/ResNet101_optadam_s1000_e10_b4_lr00001_3140.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 4.75 | 60 | 38.21 | 32 | 30.18 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_1779 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 0.1 | 11.99 | 119.98 | model-npz/ResNet101_optadam_s1000_e10_b8_lr001_2532.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 6.01 | 69 | 32.88 | 35 | 30.55 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_2805 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 0.09 | 11.26 | 112.68 | model-npz/ResNet101_optadam_s1000_e10_b8_lr0001_1065.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 6.45 | 100 | 35.78 | 35 | 30.57 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2507 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.09 | 11.28 | 112.88 | model-npz/ResNet101_optadam_s1000_e10_b8_lr00001_1232.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 6.36 | 100 | 35.48 | 35 | 30.55 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_2764 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.01 | 2.15.1 | 12.2 | 0.14 | 9.02 | 90.28 | model-npz/ResNet101_optadam_s1000_e10_b16_lr001_2052.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 9.17 | 83 | 32.18 | 38 | 30.92 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_7107 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 0.14 | 9.06 | 90.68 | model-npz/ResNet101_optadam_s1000_e10_b16_lr0001_2808.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 9.21 | 100 | 32.8 | 37 | 30.93 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1561 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 9.18 | 91.88 | model-npz/ResNet101_optadam_s1000_e10_b16_lr00001_4724.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 9.16 | 100 | 32.12 | 37 | 30.9 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_4293 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 0.25 | 7.93 | 79.31 | model-npz/ResNet101_optadam_s1000_e10_b32_lr001_3179.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 12.15 | 94 | 29.77 | 41 | 31.19 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2709 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 0.25 | 7.9 | 79.1 | model-npz/ResNet101_optadam_s1000_e10_b32_lr0001_1387.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 12.36 | 100 | 30.14 | 41 | 31.63 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_3068 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.25 | 7.97 | 79.72 | model-npz/ResNet101_optadam_s1000_e10_b32_lr00001_1497.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 12.17 | 93 | 29.08 | 39 | 31.12 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_1219 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 0.49 | 7.78 | 77.84 | model-npz/ResNet101_optadam_s1000_e10_b64_lr001_9891.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 14.27 | 95 | 28.45 | 42 | 31.63 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_1406 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 0.48 | 7.68 | 76.88 | model-npz/ResNet101_optadam_s1000_e10_b64_lr0001_2045.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 14.61 | 100 | 29.18 | 40 | 31.68 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2458 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.47 | 7.61 | 76.14 | model-npz/ResNet101_optadam_s1000_e10_b64_lr00001_5482.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 14.88 | 96 | 30.22 | 40 | 31.54 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_2096 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 29.62 | 29.63 | 29.66 | model-npz/ResNet101_optsgd_s1_e1_b1_lr001_1339.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.42 | 100 | 4.48 | 32 | 29.12 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_3212 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 29.41 | 29.42 | 29.44 | model-npz/ResNet101_optsgd_s1_e1_b1_lr0001_2805.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.37 | 100 | 5.12 | 29 | 27.13 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1857 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 29.2 | 29.21 | 29.23 | model-npz/ResNet101_optsgd_s1_e1_b1_lr00001_1359.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.41 | 100 | 5.4 | 27 | 26.22 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_3395 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 14.86 | 14.87 | 29.76 | model-npz/ResNet101_optsgd_s1_e2_b1_lr001_2678.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.38 | 100 | 5.52 | 27 | 26.14 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_6692 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 14.8 | 14.81 | 29.64 | model-npz/ResNet101_optsgd_s1_e2_b1_lr0001_1222.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.35 | 100 | 4.04 | 27 | 26.12 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_3344 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 14.84 | 14.84 | 29.71 | model-npz/ResNet101_optsgd_s1_e2_b1_lr00001_2945.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.38 | 100 | 5.57 | 28 | 26.14 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_2207 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 5.88 | 5.88 | 29.43 | model-npz/ResNet101_optsgd_s1_e5_b1_lr001_1623.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.46 | 100 | 4.83 | 27 | 26 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_5750 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 5.92 | 5.92 | 29.65 | model-npz/ResNet101_optsgd_s1_e5_b1_lr0001_3185.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.46 | 100 | 5.19 | 27 | 26.04 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_1456 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 5.93 | 5.94 | 29.72 | model-npz/ResNet101_optsgd_s1_e5_b1_lr00001_4415.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.45 | 100 | 5.75 | 27 | 25.99 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_6186 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 2.95 | 2.95 | 29.54 | model-npz/ResNet101_optsgd_s1_e10_b1_lr001_2651.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.35 | 100 | 4.07 | 27 | 25.97 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_3353 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 2.97 | 2.97 | 29.72 | model-npz/ResNet101_optsgd_s1_e10_b1_lr0001_2158.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.32 | 100 | 4.99 | 27 | 25.99 |
ResNet101_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_5984 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 2.95 | 2.95 | 29.57 | model-npz/ResNet101_optsgd_s1_e10_b1_lr00001_6833.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.57 | 100 | 7.21 | 27 | 26.03 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2147 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 2.94 | 29.41 | 29.44 | model-npz/ResNet101_optsgd_s10_e1_b1_lr001_5105.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.4 | 100 | 4.77 | 27 | 25.97 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_2532 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 2.97 | 29.7 | 29.73 | model-npz/ResNet101_optsgd_s10_e1_b1_lr0001_1646.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 4 | 0.33 | 100 | 4.01 | 27 | 25.99 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_1313 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 2.98 | 29.83 | 29.85 | model-npz/ResNet101_optsgd_s10_e1_b1_lr00001_1864.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.34 | 100 | 4.33 | 27 | 26.01 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_1505 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 5.97 | 29.86 | 29.89 | model-npz/ResNet101_optsgd_s10_e1_b2_lr001_1933.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.39 | 70 | 4 | 27 | 25.99 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_4677 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 5.9 | 29.5 | 29.53 | model-npz/ResNet101_optsgd_s10_e1_b2_lr0001_2388.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 4 | 0.29 | 100 | 4.2 | 27 | 26 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_7134 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 5.89 | 29.46 | 29.49 | model-npz/ResNet101_optsgd_s10_e1_b2_lr00001_3123.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.43 | 100 | 5.25 | 27 | 26.04 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_2921 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 10.53 | 31.6 | 31.63 | model-npz/ResNet101_optsgd_s10_e1_b4_lr001_1476.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.81 | 100 | 7.64 | 29 | 26.25 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_1736 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 10.48 | 31.46 | 31.48 | model-npz/ResNet101_optsgd_s10_e1_b4_lr0001_6507.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.86 | 100 | 7.61 | 28 | 26.31 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_2524 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 10.55 | 31.65 | 31.68 | model-npz/ResNet101_optsgd_s10_e1_b4_lr00001_1859.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.82 | 100 | 6.96 | 29 | 26.33 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_3331 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 15.68 | 31.37 | 31.39 | model-npz/ResNet101_optsgd_s10_e1_b8_lr001_2834.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 0.9 | 100 | 7.03 | 29 | 26.38 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_3264 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 15.69 | 31.39 | 31.42 | model-npz/ResNet101_optsgd_s10_e1_b8_lr0001_9375.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.97 | 100 | 8.65 | 29 | 26.42 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_1306 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 15.61 | 31.23 | 31.27 | model-npz/ResNet101_optsgd_s10_e1_b8_lr00001_2417.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.99 | 100 | 8.87 | 29 | 26.4 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_3359 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 1.52 | 15.2 | 30.43 | model-npz/ResNet101_optsgd_s10_e2_b1_lr001_3409.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.45 | 100 | 6.31 | 28 | 26.24 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_1338 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 1.53 | 15.28 | 30.58 | model-npz/ResNet101_optsgd_s10_e2_b1_lr0001_2836.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.46 | 100 | 5.3 | 28 | 26.19 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_3350 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 1.5 | 15.03 | 30.09 | model-npz/ResNet101_optsgd_s10_e2_b1_lr00001_3213.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 4 | 0.39 | 100 | 5.17 | 28 | 26.24 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_2562 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 3.02 | 15.1 | 30.22 | model-npz/ResNet101_optsgd_s10_e2_b2_lr001_2101.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.41 | 100 | 5.45 | 28 | 26.25 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_2820 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 2.97 | 14.86 | 29.75 | model-npz/ResNet101_optsgd_s10_e2_b2_lr0001_2930.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.38 | 100 | 5.59 | 27 | 26.22 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_3871 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 3 | 15.01 | 30.04 | model-npz/ResNet101_optsgd_s10_e2_b2_lr00001_2105.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.58 | 100 | 7.06 | 28 | 26.23 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_3831 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 5.27 | 15.83 | 31.69 | model-npz/ResNet101_optsgd_s10_e2_b4_lr001_4457.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.86 | 100 | 8.08 | 29 | 26.37 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_2691 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 5.3 | 15.9 | 31.82 | model-npz/ResNet101_optsgd_s10_e2_b4_lr0001_8584.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.81 | 100 | 7.79 | 29 | 26.31 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_4795 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 5.29 | 15.89 | 31.81 | model-npz/ResNet101_optsgd_s10_e2_b4_lr00001_1686.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.85 | 100 | 8.21 | 29 | 26.3 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_6329 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 7.91 | 15.84 | 31.7 | model-npz/ResNet101_optsgd_s10_e2_b8_lr001_3369.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1.03 | 100 | 8.88 | 29 | 26.36 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_1422 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 7.92 | 15.84 | 31.72 | model-npz/ResNet101_optsgd_s10_e2_b8_lr0001_2268.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.96 | 100 | 8.67 | 28 | 26.32 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_1392 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 7.86 | 15.72 | 31.46 | model-npz/ResNet101_optsgd_s10_e2_b8_lr00001_8132.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.94 | 100 | 7.61 | 29 | 26.38 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_4712 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.63 | 6.29 | 31.46 | model-npz/ResNet101_optsgd_s10_e5_b1_lr001_2347.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.5 | 100 | 6.12 | 28 | 26.21 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_2495 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.63 | 6.33 | 31.69 | model-npz/ResNet101_optsgd_s10_e5_b1_lr0001_2118.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.53 | 100 | 7.14 | 28 | 26.24 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_8307 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.63 | 6.31 | 31.58 | model-npz/ResNet101_optsgd_s10_e5_b1_lr00001_3135.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.56 | 100 | 6.58 | 28 | 26.18 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_7907 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 1.22 | 6.13 | 30.68 | model-npz/ResNet101_optsgd_s10_e5_b2_lr001_2665.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.47 | 100 | 5.43 | 28 | 26.14 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_2408 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 1.21 | 6.06 | 30.35 | model-npz/ResNet101_optsgd_s10_e5_b2_lr0001_3374.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.46 | 100 | 6.07 | 28 | 26.18 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_6447 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.22 | 6.09 | 30.49 | model-npz/ResNet101_optsgd_s10_e5_b2_lr00001_6489.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.41 | 100 | 4.74 | 28 | 26.14 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_2242 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 2.14 | 6.43 | 32.19 | model-npz/ResNet101_optsgd_s10_e5_b4_lr001_6756.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.88 | 100 | 7.49 | 29 | 26.23 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_2398 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 2.15 | 6.47 | 32.36 | model-npz/ResNet101_optsgd_s10_e5_b4_lr0001_7181.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.78 | 100 | 6.89 | 29 | 26.27 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_1085 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 2.15 | 6.44 | 32.26 | model-npz/ResNet101_optsgd_s10_e5_b4_lr00001_2935.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.84 | 100 | 8.43 | 29 | 26.26 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_1913 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 3.22 | 6.45 | 32.27 | model-npz/ResNet101_optsgd_s10_e5_b8_lr001_8035.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 0.93 | 100 | 8.4 | 29 | 26.34 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_2515 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 3.18 | 6.37 | 31.9 | model-npz/ResNet101_optsgd_s10_e5_b8_lr0001_1785.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.84 | 100 | 6.66 | 29 | 26.28 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_7823 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 3.2 | 6.41 | 32.07 | model-npz/ResNet101_optsgd_s10_e5_b8_lr00001_3194.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.96 | 100 | 8.51 | 29 | 26.29 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_8539 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.34 | 3.39 | 33.89 | model-npz/ResNet101_optsgd_s10_e10_b1_lr001_2798.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.73 | 100 | 8.92 | 28 | 26.25 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2527 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.33 | 3.33 | 33.34 | model-npz/ResNet101_optsgd_s10_e10_b1_lr0001_1923.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 4 | 0.68 | 100 | 9.24 | 28 | 26.28 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_1087 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.33 | 3.34 | 33.41 | model-npz/ResNet101_optsgd_s10_e10_b1_lr00001_2204.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 4 | 0.64 | 100 | 8.06 | 28 | 26.31 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_2163 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.62 | 3.13 | 31.34 | model-npz/ResNet101_optsgd_s10_e10_b2_lr001_1829.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.51 | 100 | 6.36 | 28 | 26.28 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_1446 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.64 | 3.2 | 32.01 | model-npz/ResNet101_optsgd_s10_e10_b2_lr0001_1524.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.62 | 100 | 6.51 | 28 | 26.18 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_2589 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.63 | 3.16 | 31.61 | model-npz/ResNet101_optsgd_s10_e10_b2_lr00001_2000.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.65 | 100 | 8.12 | 28 | 26.24 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_1607 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 1.09 | 3.27 | 32.76 | model-npz/ResNet101_optsgd_s10_e10_b4_lr001_1985.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.09 | 100 | 10.25 | 29 | 26.26 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_4776 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 1.09 | 3.26 | 32.67 | model-npz/ResNet101_optsgd_s10_e10_b4_lr0001_3998.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.96 | 100 | 8.31 | 29 | 26.3 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_1768 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.1 | 3.32 | 33.21 | model-npz/ResNet101_optsgd_s10_e10_b4_lr00001_3033.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.89 | 100 | 7.72 | 29 | 26.28 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_2015 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 1.62 | 3.25 | 32.5 | model-npz/ResNet101_optsgd_s10_e10_b8_lr001_1026.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.07 | 100 | 8.16 | 29 | 26.34 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_1565 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 1.63 | 3.26 | 32.68 | model-npz/ResNet101_optsgd_s10_e10_b8_lr0001_3333.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.01 | 100 | 7.92 | 29 | 26.32 |
ResNet101_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_5204 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 1.63 | 3.26 | 32.6 | model-npz/ResNet101_optsgd_s10_e10_b8_lr00001_2642.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.11 | 100 | 8.19 | 29 | 26.34 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_3074 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.33 | 33.54 | 33.57 | model-npz/ResNet101_optsgd_s100_e1_b1_lr001_3190.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.65 | 100 | 8.6 | 28 | 26.31 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_3107 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.33 | 33.38 | 33.4 | model-npz/ResNet101_optsgd_s100_e1_b1_lr0001_5553.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.61 | 100 | 8.33 | 28 | 26.29 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_1773 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.34 | 33.98 | 34 | model-npz/ResNet101_optsgd_s100_e1_b1_lr00001_3595.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.69 | 100 | 9.03 | 28 | 26.29 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_2309 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 0.63 | 31.34 | 31.37 | model-npz/ResNet101_optsgd_s100_e1_b2_lr001_1535.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.61 | 100 | 7.54 | 28 | 26.24 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_2198 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 0.63 | 31.51 | 31.53 | model-npz/ResNet101_optsgd_s100_e1_b2_lr0001_3307.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.49 | 100 | 6.67 | 28 | 26.19 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_5357 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.63 | 31.43 | 31.48 | model-npz/ResNet101_optsgd_s100_e1_b2_lr00001_1596.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.58 | 100 | 7.44 | 28 | 26.21 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1256 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 1.23 | 30.68 | 30.71 | model-npz/ResNet101_optsgd_s100_e1_b4_lr001_1508.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.61 | 100 | 5.9 | 29 | 26.17 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_8954 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 1.23 | 30.69 | 30.71 | model-npz/ResNet101_optsgd_s100_e1_b4_lr0001_1600.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.63 | 100 | 6.8 | 28 | 26.16 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2082 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.22 | 30.44 | 30.46 | model-npz/ResNet101_optsgd_s100_e1_b4_lr00001_2865.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.73 | 100 | 7.93 | 29 | 26.21 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_8783 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 2.52 | 32.78 | 32.8 | model-npz/ResNet101_optsgd_s100_e1_b8_lr001_1613.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.08 | 100 | 8.93 | 29 | 26.31 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_1559 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 2.49 | 32.44 | 32.46 | model-npz/ResNet101_optsgd_s100_e1_b8_lr0001_2725.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.89 | 100 | 6.92 | 29 | 26.32 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_2046 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 2.45 | 31.91 | 31.93 | model-npz/ResNet101_optsgd_s100_e1_b8_lr00001_2392.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.18 | 100 | 9.59 | 29 | 26.37 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_6947 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 4.61 | 32.29 | 32.34 | model-npz/ResNet101_optsgd_s100_e1_b16_lr001_8439.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 19 | 1.35 | 100 | 8.19 | 29 | 26.36 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_3251 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 4.61 | 32.26 | 32.31 | model-npz/ResNet101_optsgd_s100_e1_b16_lr0001_2977.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 1.56 | 100 | 11.14 | 29 | 26.52 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_1802 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 4.65 | 32.53 | 32.56 | model-npz/ResNet101_optsgd_s100_e1_b16_lr00001_8589.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 1.33 | 100 | 10.13 | 30 | 26.56 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_7331 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 8.15 | 32.6 | 32.62 | model-npz/ResNet101_optsgd_s100_e1_b32_lr001_2258.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 2.2 | 100 | 10.14 | 31 | 26.68 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_2505 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 8.14 | 32.56 | 32.58 | model-npz/ResNet101_optsgd_s100_e1_b32_lr0001_2610.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 1.97 | 100 | 10.33 | 30 | 26.64 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_9415 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 8.15 | 32.59 | 32.62 | model-npz/ResNet101_optsgd_s100_e1_b32_lr00001_2128.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 2.16 | 100 | 9.72 | 30 | 26.69 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_2979 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 17.26 | 34.52 | 34.55 | model-npz/ResNet101_optsgd_s100_e1_b64_lr001_8200.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 33 | 3.67 | 100 | 14.79 | 34 | 27.45 |
ResNet101_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_2787 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 17.21 | 34.43 | 34.46 | model-npz/ResNet101_optsgd_s100_e1_b64_lr0001_9408.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 2.92 | 100 | 12.47 | 35 | 27.9 |
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