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ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_3202 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 12.82 | 38.47 | 76.97 | model-npz/ResNet152_optadam_s10_e2_b4_lr001_5110.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.43 | 63 | 3.32 | 28 | 25.12 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_3211 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 12.74 | 38.22 | 76.49 | model-npz/ResNet152_optadam_s10_e2_b4_lr0001_2427.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.37 | 69 | 2.96 | 28 | 25.1 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_3922 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 12.71 | 38.14 | 76.31 | model-npz/ResNet152_optadam_s10_e2_b4_lr00001_2684.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.31 | 62 | 2.35 | 28 | 25.13 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_2084 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 19.37 | 38.75 | 77.52 | model-npz/ResNet152_optadam_s10_e2_b8_lr001_1616.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 0.4 | 59 | 2.87 | 28 | 25.14 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_7033 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 19.26 | 38.52 | 77.07 | model-npz/ResNet152_optadam_s10_e2_b8_lr0001_3577.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 0.35 | 60 | 2.35 | 28 | 25.2 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_1020 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 19.15 | 38.31 | 76.64 | model-npz/ResNet152_optadam_s10_e2_b8_lr00001_1362.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.39 | 62 | 2.54 | 28 | 25.18 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_2256 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 1.56 | 15.62 | 78.12 | model-npz/ResNet152_optadam_s10_e5_b1_lr001_1905.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.3 | 49 | 3.13 | 27 | 25.16 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_4161 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 1.55 | 15.52 | 77.63 | model-npz/ResNet152_optadam_s10_e5_b1_lr0001_1950.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.23 | 55 | 2.43 | 27 | 25.15 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2141 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 1.54 | 15.39 | 76.97 | model-npz/ResNet152_optadam_s10_e5_b1_lr00001_6123.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.25 | 58 | 2.73 | 28 | 25.15 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_3131 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 3.02 | 15.08 | 75.45 | model-npz/ResNet152_optadam_s10_e5_b2_lr001_2358.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.21 | 52 | 1.94 | 28 | 25.11 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_3850 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 3.07 | 15.36 | 76.82 | model-npz/ResNet152_optadam_s10_e5_b2_lr0001_1745.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.24 | 47 | 2.07 | 28 | 25.13 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2379 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 3.01 | 15.06 | 75.35 | model-npz/ResNet152_optadam_s10_e5_b2_lr00001_2449.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.22 | 57 | 2.04 | 28 | 25.13 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_7987 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 5.22 | 15.66 | 78.34 | model-npz/ResNet152_optadam_s10_e5_b4_lr001_3067.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.36 | 67 | 3.01 | 29 | 25.15 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_3437 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 5.15 | 15.45 | 77.28 | model-npz/ResNet152_optadam_s10_e5_b4_lr0001_9699.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.38 | 64 | 3.16 | 28 | 25.21 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_2092 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 5.18 | 15.54 | 77.73 | model-npz/ResNet152_optadam_s10_e5_b4_lr00001_3201.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.36 | 62 | 3.02 | 29 | 25.21 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1291 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 7.76 | 15.53 | 77.71 | model-npz/ResNet152_optadam_s10_e5_b8_lr001_2622.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.36 | 61 | 2.55 | 29 | 25.22 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_2126 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 7.7 | 15.4 | 77.1 | model-npz/ResNet152_optadam_s10_e5_b8_lr0001_1021.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.48 | 67 | 3.45 | 29 | 25.26 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_3042 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 7.81 | 15.63 | 78.16 | model-npz/ResNet152_optadam_s10_e5_b8_lr00001_2889.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.51 | 60 | 3.36 | 28 | 25.22 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_6985 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.81 | 8.12 | 81.28 | model-npz/ResNet152_optadam_s10_e10_b1_lr001_1402.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.35 | 52 | 4.13 | 28 | 25.26 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1014 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.82 | 8.18 | 81.89 | model-npz/ResNet152_optadam_s10_e10_b1_lr0001_1204.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.38 | 52 | 4.32 | 28 | 25.27 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_4776 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.81 | 8.15 | 81.54 | model-npz/ResNet152_optadam_s10_e10_b1_lr00001_3229.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.4 | 52 | 4.62 | 28 | 25.31 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_1040 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 1.55 | 7.75 | 77.58 | model-npz/ResNet152_optadam_s10_e10_b2_lr001_1943.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.33 | 50 | 3.12 | 28 | 25.24 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_8413 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 1.56 | 7.8 | 78.02 | model-npz/ResNet152_optadam_s10_e10_b2_lr0001_1635.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.34 | 49 | 3.24 | 28 | 25.22 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_1547 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.54 | 7.71 | 77.11 | model-npz/ResNet152_optadam_s10_e10_b2_lr00001_8068.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.29 | 53 | 2.86 | 28 | 25.25 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_2643 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 2.61 | 7.83 | 78.34 | model-npz/ResNet152_optadam_s10_e10_b4_lr001_4438.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.39 | 60 | 3.08 | 29 | 25.27 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_3089 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 2.64 | 7.94 | 79.42 | model-npz/ResNet152_optadam_s10_e10_b4_lr0001_1895.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.42 | 69 | 3.33 | 29 | 25.27 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_9356 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 2.59 | 7.79 | 77.94 | model-npz/ResNet152_optadam_s10_e10_b4_lr00001_2701.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.4 | 61 | 3.45 | 29 | 25.3 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_2474 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 3.9 | 7.81 | 78.16 | model-npz/ResNet152_optadam_s10_e10_b8_lr001_3022.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.45 | 61 | 3.16 | 29 | 25.25 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_1878 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 3.88 | 7.76 | 77.65 | model-npz/ResNet152_optadam_s10_e10_b8_lr0001_2242.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.47 | 61 | 3.23 | 29 | 25.28 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_3374 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 3.86 | 7.73 | 77.37 | model-npz/ResNet152_optadam_s10_e10_b8_lr00001_1696.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.44 | 63 | 3.26 | 29 | 25.31 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_3273 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.81 | 81.51 | 81.56 | model-npz/ResNet152_optadam_s100_e1_b1_lr001_9866.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.35 | 53 | 4.1 | 28 | 25.3 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_2463 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.81 | 81.46 | 81.48 | model-npz/ResNet152_optadam_s100_e1_b1_lr0001_4862.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.38 | 59 | 4.35 | 28 | 25.3 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_7030 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.81 | 80.71 | 80.74 | model-npz/ResNet152_optadam_s100_e1_b1_lr00001_1092.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.37 | 45 | 4.22 | 28 | 25.29 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_3825 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 1.55 | 77.47 | 77.49 | model-npz/ResNet152_optadam_s100_e1_b2_lr001_1568.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.28 | 53 | 2.87 | 28 | 25.22 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_1432 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 1.55 | 77.57 | 77.6 | model-npz/ResNet152_optadam_s100_e1_b2_lr0001_2928.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.25 | 53 | 2.69 | 28 | 25.2 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_6286 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.56 | 78.31 | 78.33 | model-npz/ResNet152_optadam_s100_e1_b2_lr00001_2344.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.26 | 52 | 2.67 | 28 | 25.21 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_1540 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 3.03 | 75.75 | 75.77 | model-npz/ResNet152_optadam_s100_e1_b4_lr001_1076.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.27 | 54 | 2.17 | 29 | 25.15 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_3219 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 3.04 | 76.13 | 76.17 | model-npz/ResNet152_optadam_s100_e1_b4_lr0001_1142.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.28 | 57 | 2.23 | 29 | 25.18 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_1585 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 3.02 | 75.44 | 75.46 | model-npz/ResNet152_optadam_s100_e1_b4_lr00001_2790.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.33 | 52 | 2.63 | 29 | 25.17 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_5304 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 6.02 | 78.26 | 78.29 | model-npz/ResNet152_optadam_s100_e1_b8_lr001_2441.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 0.56 | 71 | 3.7 | 29 | 25.27 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_1782 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 6 | 77.96 | 77.99 | model-npz/ResNet152_optadam_s100_e1_b8_lr0001_1540.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.48 | 61 | 3.23 | 29 | 25.27 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1311 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 5.91 | 76.82 | 76.85 | model-npz/ResNet152_optadam_s100_e1_b8_lr00001_1497.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.6 | 69 | 3.97 | 30 | 25.3 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_1197 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 11.1 | 77.72 | 77.74 | model-npz/ResNet152_optadam_s100_e1_b16_lr001_4920.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 0.61 | 75 | 3.65 | 30 | 25.36 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_4596 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 11.04 | 77.28 | 77.31 | model-npz/ResNet152_optadam_s100_e1_b16_lr0001_2638.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 19 | 0.66 | 66 | 3.61 | 30 | 25.38 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_7089 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 11.03 | 77.26 | 77.28 | model-npz/ResNet152_optadam_s100_e1_b16_lr00001_2681.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 0.64 | 68 | 3.42 | 29 | 25.37 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_2156 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 19.38 | 77.52 | 77.57 | model-npz/ResNet152_optadam_s100_e1_b32_lr001_2943.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 16 | 0.7 | 72 | 3.28 | 31 | 25.48 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_9810 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 19.52 | 78.08 | 78.11 | model-npz/ResNet152_optadam_s100_e1_b32_lr0001_1357.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 31 | 0.98 | 72 | 4.42 | 30 | 25.44 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1340 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 19.45 | 77.81 | 77.83 | model-npz/ResNet152_optadam_s100_e1_b32_lr00001_3516.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 31 | 1.05 | 77 | 4.39 | 31 | 25.48 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_2218 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 39.55 | 79.11 | 79.14 | model-npz/ResNet152_optadam_s100_e1_b64_lr001_3257.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 1.8 | 82 | 5.51 | 35 | 25.95 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2165 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 39.8 | 79.61 | 79.68 | model-npz/ResNet152_optadam_s100_e1_b64_lr0001_4036.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 33 | 1.79 | 84 | 5.74 | 36 | 26.39 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_2894 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 39.58 | 79.16 | 79.19 | model-npz/ResNet152_optadam_s100_e1_b64_lr00001_1201.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 33 | 1.79 | 88 | 5.74 | 36 | 26.42 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_8507 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.44 | 44.33 | 88.69 | model-npz/ResNet152_optadam_s100_e2_b1_lr001_3178.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 4 | 0.6 | 43 | 7.25 | 28 | 25.84 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_1178 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.44 | 44.49 | 89 | model-npz/ResNet152_optadam_s100_e2_b1_lr0001_2805.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.58 | 58 | 6.79 | 28 | 25.69 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_3200 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.44 | 44.17 | 88.37 | model-npz/ResNet152_optadam_s100_e2_b1_lr00001_3026.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.65 | 56 | 7.2 | 28 | 25.71 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_1007 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.81 | 40.54 | 81.1 | model-npz/ResNet152_optadam_s100_e2_b2_lr001_6962.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.52 | 57 | 5.35 | 28 | 25.57 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_1707 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.82 | 40.82 | 81.7 | model-npz/ResNet152_optadam_s100_e2_b2_lr0001_9875.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.46 | 48 | 4.73 | 28 | 25.35 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1821 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.83 | 41.5 | 83.02 | model-npz/ResNet152_optadam_s100_e2_b2_lr00001_1688.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.45 | 51 | 4.55 | 29 | 25.34 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_3389 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 1.54 | 38.52 | 77.1 | model-npz/ResNet152_optadam_s100_e2_b4_lr001_2603.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.49 | 59 | 4.01 | 29 | 25.39 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_2226 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 1.55 | 38.84 | 77.71 | model-npz/ResNet152_optadam_s100_e2_b4_lr0001_3269.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.47 | 58 | 3.66 | 29 | 25.27 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_2554 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.56 | 38.92 | 77.87 | model-npz/ResNet152_optadam_s100_e2_b4_lr00001_4651.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.39 | 54 | 3.26 | 29 | 25.27 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_8463 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 3.05 | 39.62 | 79.27 | model-npz/ResNet152_optadam_s100_e2_b8_lr001_1475.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.6 | 69 | 3.99 | 30 | 25.35 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_3384 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 3.05 | 39.65 | 79.35 | model-npz/ResNet152_optadam_s100_e2_b8_lr0001_2368.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.66 | 68 | 4.47 | 30 | 25.4 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_1041 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 3.03 | 39.43 | 78.91 | model-npz/ResNet152_optadam_s100_e2_b8_lr00001_2814.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.71 | 71 | 4.5 | 31 | 25.37 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_1310 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 5.6 | 39.24 | 78.53 | model-npz/ResNet152_optadam_s100_e2_b16_lr001_1001.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 0.83 | 74 | 4.49 | 32 | 25.46 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_1707 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 5.61 | 39.27 | 78.58 | model-npz/ResNet152_optadam_s100_e2_b16_lr0001_1279.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 0.69 | 69 | 3.87 | 31 | 25.55 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_1389 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 5.51 | 38.59 | 77.21 | model-npz/ResNet152_optadam_s100_e2_b16_lr00001_2427.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 0.68 | 78 | 3.62 | 32 | 25.56 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_7454 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 9.68 | 38.73 | 77.49 | model-npz/ResNet152_optadam_s100_e2_b32_lr001_4685.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 1.02 | 92 | 4.25 | 32 | 25.69 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_3397 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 9.64 | 38.56 | 77.15 | model-npz/ResNet152_optadam_s100_e2_b32_lr0001_3397.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 1.06 | 74 | 4.05 | 32 | 25.75 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_3192 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 9.72 | 38.87 | 77.77 | model-npz/ResNet152_optadam_s100_e2_b32_lr00001_1093.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 38 | 1 | 85 | 3.88 | 32 | 25.73 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_1185 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 19.87 | 39.75 | 79.53 | model-npz/ResNet152_optadam_s100_e2_b64_lr001_4836.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 2.18 | 96 | 6.46 | 37 | 26.23 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_2830 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 19.94 | 39.89 | 79.81 | model-npz/ResNet152_optadam_s100_e2_b64_lr0001_3151.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 2.05 | 94 | 6.24 | 37 | 26.61 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2031 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 19.93 | 39.87 | 79.77 | model-npz/ResNet152_optadam_s100_e2_b64_lr00001_3333.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 1.78 | 89 | 5.76 | 36 | 26.62 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_3232 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.22 | 21.95 | 109.77 | model-npz/ResNet152_optadam_s100_e5_b1_lr001_1533.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 1.11 | 46 | 13.26 | 29 | 26.5 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_1634 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.22 | 22.14 | 110.75 | model-npz/ResNet152_optadam_s100_e5_b1_lr0001_1080.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 4 | 1.1 | 47 | 13.15 | 29 | 26.52 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_6621 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.22 | 21.96 | 109.81 | model-npz/ResNet152_optadam_s100_e5_b1_lr00001_4828.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.15 | 51 | 13.15 | 29 | 26.58 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_1122 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.37 | 18.32 | 91.62 | model-npz/ResNet152_optadam_s100_e5_b2_lr001_2150.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.82 | 51 | 9.17 | 29 | 26.26 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_2572 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.37 | 18.48 | 92.41 | model-npz/ResNet152_optadam_s100_e5_b2_lr0001_3279.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.84 | 58 | 9.19 | 29 | 26.21 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_3991 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.37 | 18.45 | 92.32 | model-npz/ResNet152_optadam_s100_e5_b2_lr00001_9679.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.81 | 52 | 9.16 | 29 | 26.09 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1322 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.66 | 16.63 | 83.16 | model-npz/ResNet152_optadam_s100_e5_b4_lr001_9924.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.69 | 55 | 5.98 | 30 | 25.9 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2467 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.67 | 16.67 | 83.38 | model-npz/ResNet152_optadam_s100_e5_b4_lr0001_1636.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.7 | 58 | 5.81 | 30 | 25.77 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_5159 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.66 | 16.65 | 83.28 | model-npz/ResNet152_optadam_s100_e5_b4_lr00001_2112.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.81 | 54 | 6.72 | 30 | 25.8 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_2543 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 1.26 | 16.37 | 81.89 | model-npz/ResNet152_optadam_s100_e5_b8_lr001_1019.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.89 | 67 | 5.42 | 31 | 25.87 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_8392 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 1.26 | 16.42 | 82.14 | model-npz/ResNet152_optadam_s100_e5_b8_lr0001_6002.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.91 | 72 | 5.8 | 31 | 25.82 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1649 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 1.26 | 16.35 | 81.77 | model-npz/ResNet152_optadam_s100_e5_b8_lr00001_3265.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.92 | 70 | 5.73 | 32 | 25.93 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_4544 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 2.28 | 15.98 | 79.94 | model-npz/ResNet152_optadam_s100_e5_b16_lr001_2590.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 1.07 | 78 | 4.98 | 33 | 25.98 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_3246 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 2.28 | 15.95 | 79.81 | model-npz/ResNet152_optadam_s100_e5_b16_lr0001_2056.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 1.02 | 77 | 4.72 | 33 | 25.88 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_2787 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 2.27 | 15.87 | 79.4 | model-npz/ResNet152_optadam_s100_e5_b16_lr00001_1865.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 1.01 | 70 | 4.99 | 33 | 25.97 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1213 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 4 | 16 | 80.05 | model-npz/ResNet152_optadam_s100_e5_b32_lr001_4030.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 39 | 1.45 | 91 | 5.32 | 35 | 25.86 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1219 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 3.96 | 15.84 | 79.21 | model-npz/ResNet152_optadam_s100_e5_b32_lr0001_2498.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 35 | 1.46 | 86 | 5.42 | 36 | 26.01 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_3332 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 3.96 | 15.85 | 79.3 | model-npz/ResNet152_optadam_s100_e5_b32_lr00001_4875.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 1.51 | 92 | 5.32 | 35 | 25.96 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_2166 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 8.11 | 16.22 | 81.13 | model-npz/ResNet152_optadam_s100_e5_b64_lr001_2021.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 2.59 | 95 | 7.09 | 39 | 26.56 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_5682 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 8.06 | 16.12 | 80.65 | model-npz/ResNet152_optadam_s100_e5_b64_lr0001_1269.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 46 | 2.11 | 90 | 6.58 | 39 | 26.83 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_2695 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 8.01 | 16.03 | 80.2 | model-npz/ResNet152_optadam_s100_e5_b64_lr00001_3245.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 2.53 | 90 | 7.72 | 38 | 26.86 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_1325 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.15 | 14.67 | 146.73 | model-npz/ResNet152_optadam_s100_e10_b1_lr001_2731.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 1.65 | 45 | 19.88 | 29 | 27.15 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_2024 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.15 | 14.67 | 146.7 | model-npz/ResNet152_optadam_s100_e10_b1_lr0001_6755.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.59 | 51 | 19.43 | 29 | 27.18 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_3343 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 14.46 | 144.61 | model-npz/ResNet152_optadam_s100_e10_b1_lr00001_1098.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.72 | 54 | 20.03 | 29 | 27.17 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_6943 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.22 | 10.98 | 109.88 | model-npz/ResNet152_optadam_s100_e10_b2_lr001_2435.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.28 | 53 | 14.71 | 30 | 26.79 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_6959 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.22 | 11.13 | 111.38 | model-npz/ResNet152_optadam_s100_e10_b2_lr0001_1376.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.29 | 53 | 14.48 | 30 | 26.78 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_1596 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.22 | 11 | 110.08 | model-npz/ResNet152_optadam_s100_e10_b2_lr00001_1122.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 4 | 1.26 | 49 | 14.56 | 30 | 26.71 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_2203 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.37 | 9.36 | 93.66 | model-npz/ResNet152_optadam_s100_e10_b4_lr001_3037.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.18 | 54 | 10.19 | 31 | 26.63 |
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