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ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1328 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 9.82 | 9.82 | 49.15 | model-npz/ResNet101_optadam_s1_e5_b1_lr00001_8247.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.18 | 71 | 2.04 | 28 | 26.04 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_3026 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 4.93 | 4.94 | 49.39 | model-npz/ResNet101_optadam_s1_e10_b1_lr001_2958.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.3 | 100 | 3.29 | 27 | 26.02 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_2049 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 4.98 | 4.99 | 49.91 | model-npz/ResNet101_optadam_s1_e10_b1_lr0001_3247.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.26 | 100 | 3.03 | 27 | 26.06 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_1530 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 4.96 | 4.97 | 49.7 | model-npz/ResNet101_optadam_s1_e10_b1_lr00001_9394.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.21 | 100 | 2.54 | 27 | 26.03 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_1605 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 4.97 | 49.73 | 49.75 | model-npz/ResNet101_optadam_s10_e1_b1_lr001_3392.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.25 | 100 | 2.96 | 27 | 26.01 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_5016 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 4.92 | 49.21 | 49.24 | model-npz/ResNet101_optadam_s10_e1_b1_lr0001_2221.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.24 | 100 | 2.45 | 27 | 26 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_8499 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 4.95 | 49.55 | 49.57 | model-npz/ResNet101_optadam_s10_e1_b1_lr00001_2103.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.19 | 55 | 2.11 | 28 | 26.03 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_1611 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 9.87 | 49.36 | 49.4 | model-npz/ResNet101_optadam_s10_e1_b2_lr001_2896.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.18 | 51 | 1.47 | 27 | 26 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_1880 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 9.73 | 48.66 | 48.69 | model-npz/ResNet101_optadam_s10_e1_b2_lr0001_3014.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.32 | 100 | 3.35 | 28 | 26.1 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_3271 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 9.88 | 49.41 | 49.44 | model-npz/ResNet101_optadam_s10_e1_b2_lr00001_2396.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.25 | 100 | 2.3 | 27 | 26.06 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_1450 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 17.12 | 51.37 | 51.39 | model-npz/ResNet101_optadam_s10_e1_b4_lr001_4139.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.54 | 100 | 4.62 | 29 | 26.11 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_3263 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 17.1 | 51.3 | 51.32 | model-npz/ResNet101_optadam_s10_e1_b4_lr0001_2728.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.4 | 100 | 3.69 | 29 | 26.15 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_1881 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 16.99 | 50.99 | 51.01 | model-npz/ResNet101_optadam_s10_e1_b4_lr00001_5456.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.45 | 88 | 3.95 | 29 | 26.18 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_8411 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 26.48 | 52.97 | 53 | model-npz/ResNet101_optadam_s10_e1_b8_lr001_1740.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.59 | 60 | 3.89 | 29 | 26.18 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_3179 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 25.55 | 51.11 | 51.15 | model-npz/ResNet101_optadam_s10_e1_b8_lr0001_2290.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.64 | 66 | 4.13 | 29 | 26.18 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_2855 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 25.61 | 51.23 | 51.25 | model-npz/ResNet101_optadam_s10_e1_b8_lr00001_3616.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.51 | 100 | 4.44 | 29 | 26.16 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_7908 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 2.5 | 24.97 | 49.96 | model-npz/ResNet101_optadam_s10_e2_b1_lr001_3006.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.24 | 100 | 2.99 | 28 | 26.06 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_6110 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 2.49 | 24.94 | 49.91 | model-npz/ResNet101_optadam_s10_e2_b1_lr0001_3617.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.27 | 100 | 3.24 | 27 | 26 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_4327 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 2.51 | 25.09 | 50.21 | model-npz/ResNet101_optadam_s10_e2_b1_lr00001_1411.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.26 | 52 | 2.39 | 28 | 26 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2136 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 4.94 | 24.71 | 49.44 | model-npz/ResNet101_optadam_s10_e2_b2_lr001_2600.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.26 | 58 | 2.24 | 28 | 25.99 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_2471 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 4.93 | 24.64 | 49.3 | model-npz/ResNet101_optadam_s10_e2_b2_lr0001_9330.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.24 | 100 | 2.38 | 27 | 26 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_2896 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 4.92 | 24.59 | 49.21 | model-npz/ResNet101_optadam_s10_e2_b2_lr00001_1775.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.34 | 100 | 3.68 | 27 | 25.98 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_2276 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 8.6 | 25.81 | 51.67 | model-npz/ResNet101_optadam_s10_e2_b4_lr001_7120.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.49 | 100 | 4.3 | 29 | 26.07 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1153 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 8.51 | 25.55 | 51.13 | model-npz/ResNet101_optadam_s10_e2_b4_lr0001_2191.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.46 | 100 | 4.05 | 29 | 26.15 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1821 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 8.57 | 25.71 | 51.45 | model-npz/ResNet101_optadam_s10_e2_b4_lr00001_3379.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.54 | 67 | 3.66 | 29 | 26.09 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_2850 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 12.89 | 25.8 | 51.62 | model-npz/ResNet101_optadam_s10_e2_b8_lr001_1456.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.57 | 64 | 3.83 | 29 | 26.12 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_6055 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 12.8 | 25.61 | 51.24 | model-npz/ResNet101_optadam_s10_e2_b8_lr0001_1120.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.64 | 62 | 4.19 | 29 | 26.12 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_1094 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 12.86 | 25.73 | 51.49 | model-npz/ResNet101_optadam_s10_e2_b8_lr00001_6279.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.61 | 100 | 4.93 | 29 | 26.19 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_2579 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 1.02 | 10.25 | 51.3 | model-npz/ResNet101_optadam_s10_e5_b1_lr001_5296.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.38 | 47 | 3.73 | 28 | 26.11 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_3199 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 1.03 | 10.3 | 51.53 | model-npz/ResNet101_optadam_s10_e5_b1_lr0001_1766.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.3 | 100 | 3.64 | 28 | 26.11 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_3214 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 1.03 | 10.31 | 51.59 | model-npz/ResNet101_optadam_s10_e5_b1_lr00001_1534.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.31 | 100 | 4.13 | 28 | 26.13 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_2379 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 2.02 | 10.12 | 50.62 | model-npz/ResNet101_optadam_s10_e5_b2_lr001_1224.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.35 | 59 | 2.94 | 28 | 26.09 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_3032 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 2.02 | 10.1 | 50.51 | model-npz/ResNet101_optadam_s10_e5_b2_lr0001_1376.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.27 | 100 | 3.32 | 28 | 26.08 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2345 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.99 | 9.97 | 49.92 | model-npz/ResNet101_optadam_s10_e5_b2_lr00001_8410.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.23 | 100 | 2.96 | 28 | 26.05 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_1221 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 3.44 | 10.34 | 51.71 | model-npz/ResNet101_optadam_s10_e5_b4_lr001_9465.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.67 | 67 | 4.94 | 29 | 26.11 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_3027 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 3.44 | 10.34 | 51.72 | model-npz/ResNet101_optadam_s10_e5_b4_lr0001_3122.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.52 | 66 | 3.81 | 29 | 26.14 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_1071 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 3.49 | 10.47 | 52.36 | model-npz/ResNet101_optadam_s10_e5_b4_lr00001_3181.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.55 | 62 | 4.24 | 29 | 26.16 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_3995 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 5.27 | 10.54 | 52.75 | model-npz/ResNet101_optadam_s10_e5_b8_lr001_1965.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.51 | 63 | 3.77 | 29 | 26.18 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_1312 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 5.15 | 10.3 | 51.52 | model-npz/ResNet101_optadam_s10_e5_b8_lr0001_5961.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.71 | 62 | 4.77 | 29 | 26.19 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_1609 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 5.14 | 10.29 | 51.47 | model-npz/ResNet101_optadam_s10_e5_b8_lr00001_3175.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.69 | 100 | 5.45 | 29 | 26.2 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_2213 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.53 | 5.36 | 53.62 | model-npz/ResNet101_optadam_s10_e10_b1_lr001_3112.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.48 | 59 | 5 | 28 | 26.17 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1689 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.54 | 5.38 | 53.81 | model-npz/ResNet101_optadam_s10_e10_b1_lr0001_1810.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.52 | 53 | 4.96 | 29 | 26.17 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_5805 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.53 | 5.31 | 53.12 | model-npz/ResNet101_optadam_s10_e10_b1_lr00001_2803.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.52 | 58 | 5.05 | 29 | 26.16 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_2327 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 1.03 | 5.14 | 51.46 | model-npz/ResNet101_optadam_s10_e10_b2_lr001_8184.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.41 | 53 | 3.55 | 29 | 26.1 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_9900 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 1.02 | 5.09 | 50.9 | model-npz/ResNet101_optadam_s10_e10_b2_lr0001_2648.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.34 | 100 | 3.82 | 29 | 26.18 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_1057 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.03 | 5.14 | 51.41 | model-npz/ResNet101_optadam_s10_e10_b2_lr00001_1123.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.41 | 99 | 3.52 | 29 | 26.15 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_3272 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 1.75 | 5.25 | 52.51 | model-npz/ResNet101_optadam_s10_e10_b4_lr001_2542.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.62 | 68 | 4.69 | 30 | 26.2 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_2497 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 1.75 | 5.26 | 52.66 | model-npz/ResNet101_optadam_s10_e10_b4_lr0001_5563.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.66 | 62 | 4.88 | 29 | 26.21 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_2585 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.74 | 5.22 | 52.28 | model-npz/ResNet101_optadam_s10_e10_b4_lr00001_3208.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.56 | 64 | 4.54 | 30 | 26.24 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_2378 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 2.6 | 5.2 | 52.01 | model-npz/ResNet101_optadam_s10_e10_b8_lr001_1148.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.61 | 100 | 4.05 | 30 | 26.25 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_2759 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 2.61 | 5.23 | 52.37 | model-npz/ResNet101_optadam_s10_e10_b8_lr0001_1642.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.77 | 100 | 5.73 | 30 | 26.26 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_2206 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 2.61 | 5.22 | 52.29 | model-npz/ResNet101_optadam_s10_e10_b8_lr00001_2308.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 0.66 | 68 | 4.4 | 30 | 26.2 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_1564 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.54 | 53.97 | 53.99 | model-npz/ResNet101_optadam_s100_e1_b1_lr001_3048.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.54 | 58 | 4.84 | 29 | 26.21 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_3272 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.53 | 53.28 | 53.3 | model-npz/ResNet101_optadam_s100_e1_b1_lr0001_3565.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.47 | 47 | 4.81 | 29 | 26.2 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_2902 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.54 | 53.67 | 53.7 | model-npz/ResNet101_optadam_s100_e1_b1_lr00001_3197.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.5 | 100 | 5.27 | 29 | 26.23 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_1833 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 1.02 | 51.23 | 51.27 | model-npz/ResNet101_optadam_s100_e1_b2_lr001_1062.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.34 | 58 | 3.27 | 29 | 26.16 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_4969 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 1.04 | 52.03 | 52.05 | model-npz/ResNet101_optadam_s100_e1_b2_lr0001_4921.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.45 | 100 | 4.54 | 29 | 26.17 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_2602 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.02 | 51.22 | 51.25 | model-npz/ResNet101_optadam_s100_e1_b2_lr00001_8750.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.41 | 61 | 3.62 | 29 | 26.1 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_2976 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 2.01 | 50.32 | 50.35 | model-npz/ResNet101_optadam_s100_e1_b4_lr001_2598.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.41 | 100 | 3.68 | 29 | 26.11 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_1385 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 2.01 | 50.3 | 50.33 | model-npz/ResNet101_optadam_s100_e1_b4_lr0001_8830.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.36 | 100 | 3.35 | 30 | 26.13 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_9740 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 2.01 | 50.25 | 50.29 | model-npz/ResNet101_optadam_s100_e1_b4_lr00001_2868.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.31 | 60 | 2.56 | 29 | 26.12 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_1565 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 4.04 | 52.57 | 52.6 | model-npz/ResNet101_optadam_s100_e1_b8_lr001_1032.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 0.71 | 67 | 4.46 | 30 | 26.19 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_3282 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 4.02 | 52.34 | 52.36 | model-npz/ResNet101_optadam_s100_e1_b8_lr0001_2366.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 0.64 | 64 | 4.04 | 31 | 26.25 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_2390 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 4.04 | 52.48 | 52.5 | model-npz/ResNet101_optadam_s100_e1_b8_lr00001_2571.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.73 | 100 | 5.35 | 30 | 26.23 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_3848 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 7.5 | 52.53 | 52.55 | model-npz/ResNet101_optadam_s100_e1_b16_lr001_2164.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.77 | 72 | 4.45 | 30 | 26.32 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_1334 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 7.45 | 52.15 | 52.18 | model-npz/ResNet101_optadam_s100_e1_b16_lr0001_1449.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 19 | 0.68 | 67 | 3.63 | 30 | 26.27 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_3170 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 7.44 | 52.08 | 52.11 | model-npz/ResNet101_optadam_s100_e1_b16_lr00001_2653.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 15 | 0.79 | 71 | 4.55 | 31 | 26.37 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_2510 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 13.12 | 52.5 | 52.53 | model-npz/ResNet101_optadam_s100_e1_b32_lr001_2644.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 24 | 1.19 | 100 | 6.54 | 30 | 26.42 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_1456 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 13.07 | 52.27 | 52.3 | model-npz/ResNet101_optadam_s100_e1_b32_lr0001_2219.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 1.13 | 100 | 5.72 | 31 | 26.45 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_3295 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 12.91 | 51.65 | 51.7 | model-npz/ResNet101_optadam_s100_e1_b32_lr00001_5079.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 28 | 1.31 | 69 | 5.58 | 31 | 26.45 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2593 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 27.1 | 54.21 | 54.24 | model-npz/ResNet101_optadam_s100_e1_b64_lr001_2059.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 2.43 | 83 | 7.83 | 37 | 27.03 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2037 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 26.9 | 53.82 | 53.84 | model-npz/ResNet101_optadam_s100_e1_b64_lr0001_2438.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 2.55 | 82 | 8.21 | 36 | 27.15 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1890 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 27.13 | 54.28 | 54.3 | model-npz/ResNet101_optadam_s100_e1_b64_lr00001_4264.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 2.61 | 100 | 9.69 | 36 | 27.29 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_1107 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.29 | 29.03 | 58.1 | model-npz/ResNet101_optadam_s100_e2_b1_lr001_1837.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.81 | 45 | 7.98 | 29 | 26.64 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_1135 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.29 | 28.9 | 57.82 | model-npz/ResNet101_optadam_s100_e2_b1_lr0001_3044.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.72 | 58 | 7.42 | 29 | 26.44 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_5001 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.29 | 29.4 | 58.82 | model-npz/ResNet101_optadam_s100_e2_b1_lr00001_2039.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.74 | 83 | 8.03 | 29 | 26.49 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_1149 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.53 | 26.68 | 53.4 | model-npz/ResNet101_optadam_s100_e2_b2_lr001_1089.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.64 | 100 | 6.34 | 30 | 26.36 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_1859 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.53 | 26.76 | 53.54 | model-npz/ResNet101_optadam_s100_e2_b2_lr0001_2839.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.67 | 100 | 6.39 | 30 | 26.39 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1777 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.54 | 26.99 | 54.01 | model-npz/ResNet101_optadam_s100_e2_b2_lr00001_4643.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.63 | 100 | 6.41 | 30 | 26.38 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_7065 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 1.02 | 25.53 | 51.09 | model-npz/ResNet101_optadam_s100_e2_b4_lr001_1299.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.54 | 81 | 4.54 | 31 | 26.44 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_1462 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 1.03 | 25.73 | 51.5 | model-npz/ResNet101_optadam_s100_e2_b4_lr0001_5404.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.54 | 100 | 4.84 | 30 | 26.41 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2869 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.04 | 26.01 | 52.05 | model-npz/ResNet101_optadam_s100_e2_b4_lr00001_1486.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.46 | 100 | 4.35 | 31 | 26.42 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1585 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 2.02 | 26.26 | 52.57 | model-npz/ResNet101_optadam_s100_e2_b8_lr001_1339.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 1.01 | 100 | 6.7 | 32 | 26.61 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_1793 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 2.02 | 26.23 | 52.48 | model-npz/ResNet101_optadam_s100_e2_b8_lr0001_2681.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 0.91 | 66 | 5.5 | 31 | 26.88 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_1794 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 2.05 | 26.61 | 53.25 | model-npz/ResNet101_optadam_s100_e2_b8_lr00001_1732.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.98 | 100 | 6.44 | 32 | 26.81 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_1688 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 3.75 | 26.24 | 52.52 | model-npz/ResNet101_optadam_s100_e2_b16_lr001_4978.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 1.06 | 77 | 5.54 | 32 | 26.44 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_2514 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 3.73 | 26.08 | 52.22 | model-npz/ResNet101_optadam_s100_e2_b16_lr0001_3371.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 24 | 1.2 | 76 | 5.85 | 33 | 26.44 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_1116 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 3.75 | 26.23 | 52.49 | model-npz/ResNet101_optadam_s100_e2_b16_lr00001_3366.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 24 | 1.02 | 100 | 6.81 | 32 | 26.45 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_1403 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 6.57 | 26.28 | 52.59 | model-npz/ResNet101_optadam_s100_e2_b32_lr001_3238.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 1.27 | 72 | 5.29 | 32 | 26.54 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_1152 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 6.53 | 26.12 | 52.28 | model-npz/ResNet101_optadam_s100_e2_b32_lr0001_2807.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 1.41 | 100 | 6.57 | 32 | 26.6 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_2756 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 6.54 | 26.18 | 52.38 | model-npz/ResNet101_optadam_s100_e2_b32_lr00001_2737.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 1.23 | 100 | 5.78 | 34 | 26.58 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_2553 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 13.59 | 27.19 | 54.4 | model-npz/ResNet101_optadam_s100_e2_b64_lr001_1718.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 31 | 2.32 | 100 | 8.63 | 37 | 27.27 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2433 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 13.57 | 27.14 | 54.31 | model-npz/ResNet101_optadam_s100_e2_b64_lr0001_2323.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 50 | 2.6 | 86 | 8.66 | 37 | 27.45 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2245 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 13.6 | 27.21 | 54.46 | model-npz/ResNet101_optadam_s100_e2_b64_lr00001_3035.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 46 | 3.09 | 100 | 10.14 | 36 | 27.53 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_2327 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.15 | 15.22 | 76.14 | model-npz/ResNet101_optadam_s100_e5_b1_lr001_2295.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.32 | 46 | 13.66 | 30 | 27.15 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_2058 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.14 | 14.37 | 71.9 | model-npz/ResNet101_optadam_s100_e5_b1_lr0001_2818.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 1.41 | 100 | 14.77 | 30 | 27.03 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_1267 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 14.38 | 71.91 | model-npz/ResNet101_optadam_s100_e5_b1_lr00001_1387.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.33 | 53 | 13.82 | 30 | 27.06 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_1757 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.24 | 12.13 | 60.68 | model-npz/ResNet101_optadam_s100_e5_b2_lr001_2443.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1 | 100 | 9.9 | 30 | 26.77 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_2571 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.24 | 11.96 | 59.85 | model-npz/ResNet101_optadam_s100_e5_b2_lr0001_3290.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.99 | 55 | 9.49 | 30 | 26.7 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_1479 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.24 | 12.1 | 60.51 | model-npz/ResNet101_optadam_s100_e5_b2_lr00001_1390.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.06 | 72 | 10.03 | 30 | 26.68 |
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