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ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_1107 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.44 | 11.04 | 55.21 | model-npz/ResNet101_optadam_s100_e5_b4_lr001_2396.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.8 | 59 | 6.3 | 31 | 26.49 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2456 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.44 | 11.01 | 55.07 | model-npz/ResNet101_optadam_s100_e5_b4_lr0001_2149.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.96 | 100 | 7.63 | 31 | 26.49 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_1297 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.44 | 10.99 | 54.96 | model-npz/ResNet101_optadam_s100_e5_b4_lr00001_5608.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.05 | 60 | 7.78 | 31 | 26.46 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_1191 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.83 | 10.8 | 54.05 | model-npz/ResNet101_optadam_s100_e5_b8_lr001_1378.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 1.15 | 100 | 6.96 | 32 | 26.49 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_6790 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 0.84 | 10.87 | 54.4 | model-npz/ResNet101_optadam_s100_e5_b8_lr0001_2757.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.11 | 100 | 7.31 | 32 | 26.53 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_1909 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.85 | 11.01 | 55.07 | model-npz/ResNet101_optadam_s100_e5_b8_lr00001_1416.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.27 | 65 | 7.49 | 32 | 26.5 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_1840 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 1.53 | 10.75 | 53.76 | model-npz/ResNet101_optadam_s100_e5_b16_lr001_2129.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 24 | 1.46 | 100 | 7.58 | 34 | 26.51 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_2606 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 1.53 | 10.72 | 53.62 | model-npz/ResNet101_optadam_s100_e5_b16_lr0001_6871.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 1.43 | 78 | 6.63 | 34 | 26.51 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_4201 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 1.53 | 10.75 | 53.78 | model-npz/ResNet101_optadam_s100_e5_b16_lr00001_1906.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 1.39 | 81 | 6.56 | 35 | 26.6 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1128 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 2.66 | 10.64 | 53.25 | model-npz/ResNet101_optadam_s100_e5_b32_lr001_6595.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 33 | 1.84 | 100 | 7.35 | 37 | 26.75 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_1017 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 2.67 | 10.7 | 53.54 | model-npz/ResNet101_optadam_s100_e5_b32_lr0001_2125.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 38 | 1.97 | 100 | 7.72 | 36 | 26.72 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_2444 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 2.68 | 10.73 | 53.71 | model-npz/ResNet101_optadam_s100_e5_b32_lr00001_1352.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 2.02 | 90 | 7.3 | 35 | 26.72 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_7010 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 5.52 | 11.05 | 55.26 | model-npz/ResNet101_optadam_s100_e5_b64_lr001_2353.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 49 | 3.04 | 100 | 9.47 | 38 | 27.29 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_1438 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 5.51 | 11.02 | 55.12 | model-npz/ResNet101_optadam_s100_e5_b64_lr0001_1308.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 51 | 3.49 | 90 | 9.85 | 37 | 27.47 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_1851 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 5.51 | 11.02 | 55.12 | model-npz/ResNet101_optadam_s100_e5_b64_lr00001_8461.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 51 | 2.54 | 91 | 8.61 | 39 | 27.67 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_3073 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.09 | 9.36 | 93.59 | model-npz/ResNet101_optadam_s100_e10_b1_lr001_3199.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.08 | 100 | 21.8 | 30 | 27.96 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_8132 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.09 | 9.52 | 95.25 | model-npz/ResNet101_optadam_s100_e10_b1_lr0001_1448.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.99 | 51 | 20.94 | 30 | 27.9 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_2882 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.09 | 9.46 | 94.61 | model-npz/ResNet101_optadam_s100_e10_b1_lr00001_2317.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.96 | 100 | 21.07 | 30 | 28.02 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_1749 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.14 | 7.12 | 71.28 | model-npz/ResNet101_optadam_s100_e10_b2_lr001_2734.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.59 | 54 | 15.06 | 31 | 27.56 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_1076 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.14 | 7.16 | 71.64 | model-npz/ResNet101_optadam_s100_e10_b2_lr0001_2320.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.6 | 54 | 15.45 | 31 | 27.68 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_7347 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 7.21 | 72.12 | model-npz/ResNet101_optadam_s100_e10_b2_lr00001_9215.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.66 | 100 | 16.09 | 31 | 27.63 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1236 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.24 | 6.14 | 61.46 | model-npz/ResNet101_optadam_s100_e10_b4_lr001_1134.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.45 | 100 | 11.5 | 32 | 27.36 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_4828 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.24 | 6.04 | 60.41 | model-npz/ResNet101_optadam_s100_e10_b4_lr0001_2949.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.44 | 60 | 10.98 | 32 | 27.4 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_3043 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.24 | 6.06 | 60.66 | model-npz/ResNet101_optadam_s100_e10_b4_lr00001_2760.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.39 | 100 | 10.7 | 32 | 27.28 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_3038 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 0.44 | 5.74 | 57.45 | model-npz/ResNet101_optadam_s100_e10_b8_lr001_1595.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 1.67 | 72 | 8.97 | 34 | 27.19 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_2345 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 0.44 | 5.71 | 57.18 | model-npz/ResNet101_optadam_s100_e10_b8_lr0001_4275.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 1.75 | 74 | 10.07 | 34 | 27.26 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_2383 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.44 | 5.75 | 57.55 | model-npz/ResNet101_optadam_s100_e10_b8_lr00001_2379.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 1.82 | 66 | 10.01 | 34 | 27.26 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1865 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.01 | 2.15.1 | 12.2 | 0.8 | 5.58 | 55.89 | model-npz/ResNet101_optadam_s100_e10_b16_lr001_1347.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 2.14 | 82 | 9.09 | 36 | 27.17 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_1784 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 0.78 | 5.49 | 54.94 | model-npz/ResNet101_optadam_s100_e10_b16_lr0001_1912.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 2.29 | 100 | 10.22 | 36 | 27.15 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_6163 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.79 | 5.56 | 55.66 | model-npz/ResNet101_optadam_s100_e10_b16_lr00001_6765.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 2.22 | 100 | 9.89 | 35 | 27.09 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2303 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 1.37 | 5.47 | 54.78 | model-npz/ResNet101_optadam_s100_e10_b32_lr001_6617.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 38 | 2.28 | 100 | 8.41 | 38 | 27.16 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_3214 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 1.37 | 5.5 | 55.05 | model-npz/ResNet101_optadam_s100_e10_b32_lr0001_5723.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 2.77 | 100 | 9.58 | 37 | 27.22 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1333 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 1.35 | 5.41 | 54.17 | model-npz/ResNet101_optadam_s100_e10_b32_lr00001_1771.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 38 | 2.41 | 85 | 8.03 | 37 | 27.1 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_9524 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 2.78 | 5.56 | 55.66 | model-npz/ResNet101_optadam_s100_e10_b64_lr001_1294.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 50 | 3.93 | 100 | 11.24 | 38 | 27.67 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_1146 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 2.79 | 5.58 | 55.88 | model-npz/ResNet101_optadam_s100_e10_b64_lr0001_1205.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 50 | 3.58 | 90 | 9.92 | 39 | 28.19 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_3330 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 2.8 | 5.6 | 56.07 | model-npz/ResNet101_optadam_s100_e10_b64_lr00001_1845.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 50 | 3.83 | 100 | 11.82 | 40 | 28.36 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_1172 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.09 | 93.89 | 93.93 | model-npz/ResNet101_optadam_s1000_e1_b1_lr001_2080.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 2.03 | 100 | 21.66 | 30 | 27.96 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1327 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.09 | 94.37 | 94.39 | model-npz/ResNet101_optadam_s1000_e1_b1_lr0001_2009.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 2.01 | 100 | 21.1 | 30 | 27.94 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_7392 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.09 | 93.71 | 93.73 | model-npz/ResNet101_optadam_s1000_e1_b1_lr00001_2814.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 2.06 | 100 | 21.32 | 30 | 27.84 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1231 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 0.14 | 71.7 | 71.72 | model-npz/ResNet101_optadam_s1000_e1_b2_lr001_3195.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.62 | 87 | 16.05 | 30 | 27.47 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_5711 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 0.14 | 71.65 | 71.68 | model-npz/ResNet101_optadam_s1000_e1_b2_lr0001_1821.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.56 | 100 | 15.73 | 30 | 27.39 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_2768 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 71.71 | 71.75 | model-npz/ResNet101_optadam_s1000_e1_b2_lr00001_1016.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.64 | 100 | 16.11 | 31 | 27.35 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_3245 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 0.24 | 60.66 | 60.68 | model-npz/ResNet101_optadam_s1000_e1_b4_lr001_6907.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.43 | 58 | 11.1 | 32 | 27.23 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_2927 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 0.24 | 60.57 | 60.59 | model-npz/ResNet101_optadam_s1000_e1_b4_lr0001_3342.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.41 | 100 | 11.59 | 31 | 27.03 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_2138 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.24 | 60.48 | 60.5 | model-npz/ResNet101_optadam_s1000_e1_b4_lr00001_2548.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.43 | 100 | 11.26 | 31 | 26.95 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_6758 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 0.44 | 54.6 | 54.63 | model-npz/ResNet101_optadam_s1000_e1_b8_lr001_3300.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 1.56 | 100 | 9.22 | 34 | 26.97 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_1457 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 0.44 | 55.19 | 55.23 | model-npz/ResNet101_optadam_s1000_e1_b8_lr0001_2003.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.47 | 91 | 8.47 | 33 | 26.78 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2894 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.44 | 55.21 | 55.23 | model-npz/ResNet101_optadam_s1000_e1_b8_lr00001_2918.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 1.64 | 70 | 8.87 | 33 | 26.8 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2305 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 0.89 | 55.94 | 55.96 | model-npz/ResNet101_optadam_s1000_e1_b16_lr001_3116.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 2.11 | 81 | 8.71 | 35 | 26.92 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_1959 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 0.89 | 56.06 | 56.09 | model-npz/ResNet101_optadam_s1000_e1_b16_lr0001_1916.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 2.17 | 100 | 9.46 | 34 | 26.88 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_9063 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.87 | 55.03 | 55.06 | model-npz/ResNet101_optadam_s1000_e1_b16_lr00001_1498.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 2.23 | 82 | 9.75 | 35 | 26.94 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1642 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 1.73 | 55.49 | 55.51 | model-npz/ResNet101_optadam_s1000_e1_b32_lr001_2421.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 44 | 2.62 | 100 | 8.86 | 37 | 27.05 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2488 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 1.7 | 54.59 | 54.62 | model-npz/ResNet101_optadam_s1000_e1_b32_lr0001_5572.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 2.62 | 100 | 8.61 | 37 | 27.09 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1202 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 1.7 | 54.36 | 54.39 | model-npz/ResNet101_optadam_s1000_e1_b32_lr00001_1285.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 2.87 | 100 | 9.5 | 37 | 27.2 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_2501 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 3.49 | 55.8 | 55.83 | model-npz/ResNet101_optadam_s1000_e1_b64_lr001_3395.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 56 | 4.18 | 100 | 11.23 | 38 | 27.77 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1341 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 3.49 | 55.88 | 55.9 | model-npz/ResNet101_optadam_s1000_e1_b64_lr0001_3168.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 3.87 | 96 | 10.65 | 39 | 28.39 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_3023 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 3.57 | 57.08 | 57.1 | model-npz/ResNet101_optadam_s1000_e1_b64_lr00001_1335.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 3.86 | 95 | 10.95 | 39 | 28.27 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3229 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.07 | 69.1 | 138.25 | model-npz/ResNet101_optadam_s1000_e2_b1_lr001_3361.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 2.81 | 50 | 28.84 | 31 | 28.77 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_6816 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.07 | 70.19 | 140.44 | model-npz/ResNet101_optadam_s1000_e2_b1_lr0001_2859.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.69 | 100 | 28.64 | 31 | 28.86 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3102 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.07 | 68.87 | 137.76 | model-npz/ResNet101_optadam_s1000_e2_b1_lr00001_2898.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 2.78 | 59 | 28.64 | 31 | 28.88 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_2235 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.09 | 46.68 | 93.39 | model-npz/ResNet101_optadam_s1000_e2_b2_lr001_1109.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.45 | 100 | 24.17 | 31 | 28.53 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2816 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.09 | 47.41 | 94.85 | model-npz/ResNet101_optadam_s1000_e2_b2_lr0001_1819.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.34 | 100 | 22.74 | 31 | 28.48 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_3331 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.09 | 47.1 | 94.23 | model-npz/ResNet101_optadam_s1000_e2_b2_lr00001_2098.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 2.44 | 100 | 23.58 | 31 | 28.44 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_9523 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 0.14 | 36.19 | 72.41 | model-npz/ResNet101_optadam_s1000_e2_b4_lr001_5214.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 2.19 | 100 | 17.09 | 32 | 28.15 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_1118 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 0.14 | 35.81 | 71.64 | model-npz/ResNet101_optadam_s1000_e2_b4_lr0001_1946.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 2.34 | 100 | 18.01 | 32 | 28.08 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1858 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 35.77 | 71.56 | model-npz/ResNet101_optadam_s1000_e2_b4_lr00001_9411.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 2.31 | 58 | 17.9 | 32 | 28.07 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1061 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 0.24 | 30.72 | 61.46 | model-npz/ResNet101_optadam_s1000_e2_b8_lr001_2864.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 2.49 | 100 | 13.7 | 34 | 27.95 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1825 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 0.24 | 30.62 | 61.28 | model-npz/ResNet101_optadam_s1000_e2_b8_lr0001_1277.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 2.52 | 72 | 13.56 | 34 | 27.75 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_6080 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.24 | 30.24 | 60.51 | model-npz/ResNet101_optadam_s1000_e2_b8_lr00001_3268.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 2.51 | 72 | 13.85 | 33 | 27.65 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_4805 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 0.47 | 29.49 | 59 | model-npz/ResNet101_optadam_s1000_e2_b16_lr001_1540.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 27 | 3.3 | 83 | 12.69 | 36 | 27.82 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1089 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 0.47 | 29.37 | 58.78 | model-npz/ResNet101_optadam_s1000_e2_b16_lr0001_3222.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 3.22 | 100 | 12.61 | 36 | 27.9 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_1361 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.47 | 29.63 | 59.29 | model-npz/ResNet101_optadam_s1000_e2_b16_lr00001_2266.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 3.17 | 100 | 12.32 | 35 | 27.9 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_2645 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 0.89 | 28.65 | 57.34 | model-npz/ResNet101_optadam_s1000_e2_b32_lr001_3310.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 4.07 | 93 | 11.24 | 38 | 27.86 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1391 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 0.89 | 28.44 | 56.92 | model-npz/ResNet101_optadam_s1000_e2_b32_lr0001_7973.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 4.1 | 92 | 12.11 | 38 | 28.13 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2371 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.9 | 28.69 | 57.43 | model-npz/ResNet101_optadam_s1000_e2_b32_lr00001_1578.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 3.94 | 93 | 10.75 | 39 | 28.08 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_1911 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 1.82 | 29.08 | 58.2 | model-npz/ResNet101_optadam_s1000_e2_b64_lr001_3062.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 5.52 | 100 | 14.13 | 41 | 28.93 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2423 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 1.82 | 29.18 | 58.39 | model-npz/ResNet101_optadam_s1000_e2_b64_lr0001_4137.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 5.15 | 100 | 13.11 | 41 | 29 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1304 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 1.83 | 29.27 | 58.56 | model-npz/ResNet101_optadam_s1000_e2_b64_lr00001_2404.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 56 | 5.5 | 100 | 13.9 | 41 | 29.01 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2373 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.05 | 55.05 | 275.3 | model-npz/ResNet101_optadam_s1000_e5_b1_lr001_1934.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 3.45 | 55 | 36.68 | 31 | 30.04 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_3164 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.05 | 54.39 | 271.98 | model-npz/ResNet101_optadam_s1000_e5_b1_lr0001_1727.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 3.54 | 58 | 36.98 | 31 | 29.96 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2268 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.05 | 54.13 | 270.68 | model-npz/ResNet101_optadam_s1000_e5_b1_lr00001_1190.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 3.54 | 50 | 37.22 | 31 | 30.05 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2933 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.06 | 32.13 | 160.67 | model-npz/ResNet101_optadam_s1000_e5_b2_lr001_2027.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 3.61 | 100 | 34.75 | 32 | 30.12 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2607 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.06 | 31.92 | 159.64 | model-npz/ResNet101_optadam_s1000_e5_b2_lr0001_2844.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 3.58 | 62 | 34.54 | 32 | 30.41 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2580 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.06 | 32.07 | 160.39 | model-npz/ResNet101_optadam_s1000_e5_b2_lr00001_2307.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 3.59 | 100 | 34.87 | 32 | 30.31 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_3032 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.09 | 21.52 | 107.63 | model-npz/ResNet101_optadam_s1000_e5_b4_lr001_1635.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 3.77 | 100 | 29.02 | 34 | 30.31 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_8576 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.08 | 21.38 | 106.92 | model-npz/ResNet101_optadam_s1000_e5_b4_lr0001_1840.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 3.74 | 100 | 29.11 | 33 | 30.07 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1009 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.08 | 21 | 105.07 | model-npz/ResNet101_optadam_s1000_e5_b4_lr00001_6788.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 3.84 | 60 | 29.09 | 34 | 30.03 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_1336 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.12 | 15.72 | 78.66 | model-npz/ResNet101_optadam_s1000_e5_b8_lr001_1713.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 4.68 | 100 | 24.75 | 36 | 30.06 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_3011 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 0.12 | 15.71 | 78.56 | model-npz/ResNet101_optadam_s1000_e5_b8_lr0001_1821.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 4.62 | 72 | 23.92 | 36 | 29.87 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_3081 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.12 | 15.67 | 78.42 | model-npz/ResNet101_optadam_s1000_e5_b8_lr00001_1506.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 4.57 | 100 | 24.09 | 37 | 30.16 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_6340 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 0.22 | 14 | 70.07 | model-npz/ResNet101_optadam_s1000_e5_b16_lr001_2965.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 6.06 | 81 | 20.75 | 39 | 30.2 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_2837 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 0.22 | 14.14 | 70.73 | model-npz/ResNet101_optadam_s1000_e5_b16_lr0001_2632.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 6.11 | 81 | 21.22 | 39 | 30.27 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1359 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.22 | 14.03 | 70.19 | model-npz/ResNet101_optadam_s1000_e5_b16_lr00001_1758.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 6.09 | 100 | 22.18 | 38 | 30.03 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2406 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 0.4 | 12.83 | 64.2 | model-npz/ResNet101_optadam_s1000_e5_b32_lr001_1634.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 7.67 | 92 | 19 | 41 | 30.21 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2916 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 0.4 | 12.99 | 64.97 | model-npz/ResNet101_optadam_s1000_e5_b32_lr0001_2526.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 44 | 7.6 | 100 | 19.28 | 40 | 30.08 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_5706 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.4 | 12.84 | 64.24 | model-npz/ResNet101_optadam_s1000_e5_b32_lr00001_5085.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 44 | 8.04 | 100 | 20.84 | 40 | 30.01 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_5182 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 0.8 | 12.88 | 64.46 | model-npz/ResNet101_optadam_s1000_e5_b64_lr001_3088.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 8.98 | 100 | 19.54 | 43 | 30.76 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_1119 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 0.81 | 12.93 | 64.69 | model-npz/ResNet101_optadam_s1000_e5_b64_lr0001_2265.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 9.89 | 100 | 21.93 | 44 | 31.17 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2245 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.8 | 12.84 | 64.23 | model-npz/ResNet101_optadam_s1000_e5_b64_lr00001_2148.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 9.27 | 100 | 20.53 | 41 | 30.8 |
ResNet101_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_2065 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.05 | 48.65 | 486.51 | model-npz/ResNet101_optadam_s1000_e10_b1_lr001_4557.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 3.97 | 50 | 40.9 | 30 | 29.38 |
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