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DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_2517 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 3.3 | 33.05 | 33.07 | model-npz/DenseNet121_optsgd_s10_e1_b1_lr001_2597.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.73 | 100 | 9.17 | 28 | 26.31 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_2901 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 3.4 | 34.02 | 34.05 | model-npz/DenseNet121_optsgd_s10_e1_b1_lr0001_2852.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.73 | 100 | 9.8 | 28 | 26.33 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_5523 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 3.33 | 33.3 | 33.33 | model-npz/DenseNet121_optsgd_s10_e1_b1_lr00001_1357.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.66 | 100 | 8.05 | 28 | 26.28 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_1000 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 6.63 | 33.16 | 33.19 | model-npz/DenseNet121_optsgd_s10_e1_b2_lr001_1388.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.8 | 100 | 9.19 | 28 | 26.42 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_1411 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 6.59 | 32.95 | 32.98 | model-npz/DenseNet121_optsgd_s10_e1_b2_lr0001_1419.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.89 | 100 | 10.96 | 28 | 26.39 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_1486 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 6.72 | 33.62 | 33.64 | model-npz/DenseNet121_optsgd_s10_e1_b2_lr00001_1669.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.88 | 100 | 9.57 | 28 | 26.43 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_1287 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 12.55 | 37.65 | 37.68 | model-npz/DenseNet121_optsgd_s10_e1_b4_lr001_6665.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.46 | 100 | 13.61 | 30 | 26.86 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_3676 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 12.52 | 37.58 | 37.61 | model-npz/DenseNet121_optsgd_s10_e1_b4_lr0001_1332.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.53 | 100 | 13.76 | 30 | 27.08 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_1072 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 12.69 | 38.08 | 38.1 | model-npz/DenseNet121_optsgd_s10_e1_b4_lr00001_2553.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.61 | 100 | 14.19 | 30 | 27.15 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_6399 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 18.94 | 37.89 | 37.92 | model-npz/DenseNet121_optsgd_s10_e1_b8_lr001_1225.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1.78 | 100 | 14.9 | 30 | 27.31 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_3143 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 19.42 | 38.85 | 38.88 | model-npz/DenseNet121_optsgd_s10_e1_b8_lr0001_1292.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.67 | 100 | 14.6 | 30 | 27.35 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_2728 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 19.62 | 39.25 | 39.3 | model-npz/DenseNet121_optsgd_s10_e1_b8_lr00001_2294.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.66 | 100 | 14.35 | 30 | 27.35 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_2616 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 1.71 | 17.1 | 34.23 | model-npz/DenseNet121_optsgd_s10_e2_b1_lr001_1953.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.7 | 100 | 8.99 | 29 | 26.96 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_8405 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 1.65 | 16.56 | 33.16 | model-npz/DenseNet121_optsgd_s10_e2_b1_lr0001_3846.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.74 | 100 | 10.09 | 28 | 26.61 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1507 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 1.71 | 17.07 | 34.17 | model-npz/DenseNet121_optsgd_s10_e2_b1_lr00001_2808.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.66 | 100 | 9.21 | 28 | 26.6 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_1180 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 3.37 | 16.88 | 33.79 | model-npz/DenseNet121_optsgd_s10_e2_b2_lr001_8717.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.84 | 100 | 9.69 | 28 | 26.49 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_2226 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 3.34 | 16.7 | 33.43 | model-npz/DenseNet121_optsgd_s10_e2_b2_lr0001_2038.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.89 | 100 | 10.43 | 28 | 26.46 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_8298 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 3.37 | 16.84 | 33.71 | model-npz/DenseNet121_optsgd_s10_e2_b2_lr00001_3180.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.83 | 100 | 10.26 | 29 | 26.51 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_9948 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 6.49 | 19.47 | 38.97 | model-npz/DenseNet121_optsgd_s10_e2_b4_lr001_2831.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.47 | 100 | 13.43 | 30 | 26.79 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_1406 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 6.32 | 18.97 | 37.97 | model-npz/DenseNet121_optsgd_s10_e2_b4_lr0001_9554.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.62 | 100 | 14 | 30 | 26.92 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_1200 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 6.43 | 19.28 | 38.63 | model-npz/DenseNet121_optsgd_s10_e2_b4_lr00001_2247.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.43 | 100 | 13.53 | 30 | 27 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_1289 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 9.79 | 19.58 | 39.19 | model-npz/DenseNet121_optsgd_s10_e2_b8_lr001_3239.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.79 | 100 | 14.73 | 30 | 26.99 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_1674 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 9.63 | 19.26 | 38.54 | model-npz/DenseNet121_optsgd_s10_e2_b8_lr0001_1199.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.8 | 100 | 15.52 | 30 | 27.07 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_3237 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 9.71 | 19.44 | 38.9 | model-npz/DenseNet121_optsgd_s10_e2_b8_lr00001_1129.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.68 | 100 | 14.14 | 30 | 27.11 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_3315 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.69 | 6.95 | 34.78 | model-npz/DenseNet121_optsgd_s10_e5_b1_lr001_1240.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.76 | 100 | 10.8 | 29 | 26.72 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_1156 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.69 | 6.87 | 34.36 | model-npz/DenseNet121_optsgd_s10_e5_b1_lr0001_1015.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.78 | 100 | 11.12 | 28 | 26.38 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_3265 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.71 | 7.1 | 35.53 | model-npz/DenseNet121_optsgd_s10_e5_b1_lr00001_3537.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.7 | 100 | 10.05 | 28 | 26.28 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_2889 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 1.35 | 6.77 | 33.9 | model-npz/DenseNet121_optsgd_s10_e5_b2_lr001_1838.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.81 | 100 | 9.21 | 28 | 26.33 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_1974 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 1.39 | 6.98 | 34.94 | model-npz/DenseNet121_optsgd_s10_e5_b2_lr0001_1809.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.83 | 100 | 10.1 | 28 | 26.41 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_2495 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.39 | 6.95 | 34.78 | model-npz/DenseNet121_optsgd_s10_e5_b2_lr00001_1739.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.97 | 100 | 11.13 | 28 | 26.3 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_1361 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 2.55 | 7.65 | 38.25 | model-npz/DenseNet121_optsgd_s10_e5_b4_lr001_3013.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.64 | 100 | 15.64 | 30 | 26.67 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_5606 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 2.52 | 7.57 | 37.91 | model-npz/DenseNet121_optsgd_s10_e5_b4_lr0001_1096.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.55 | 100 | 14.58 | 29 | 26.88 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_4337 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 2.6 | 7.79 | 38.99 | model-npz/DenseNet121_optsgd_s10_e5_b4_lr00001_3455.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.55 | 100 | 13.7 | 29 | 26.8 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_2399 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 3.92 | 7.84 | 39.24 | model-npz/DenseNet121_optsgd_s10_e5_b8_lr001_5440.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.92 | 100 | 16.41 | 30 | 27.02 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_1039 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 4.05 | 8.1 | 40.56 | model-npz/DenseNet121_optsgd_s10_e5_b8_lr0001_7200.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.73 | 100 | 14.47 | 30 | 27.02 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_3104 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 3.85 | 7.71 | 38.58 | model-npz/DenseNet121_optsgd_s10_e5_b8_lr00001_2553.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.81 | 100 | 15 | 30 | 27.02 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_2777 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.37 | 3.69 | 36.93 | model-npz/DenseNet121_optsgd_s10_e10_b1_lr001_2833.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.71 | 100 | 11.37 | 28 | 26.51 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_4340 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.37 | 3.68 | 36.81 | model-npz/DenseNet121_optsgd_s10_e10_b1_lr0001_2057.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.7 | 100 | 11.52 | 28 | 26.37 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_1936 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.37 | 3.68 | 36.85 | model-npz/DenseNet121_optsgd_s10_e10_b1_lr00001_2278.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.71 | 100 | 11.08 | 28 | 26.31 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_3362 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.71 | 3.58 | 35.85 | model-npz/DenseNet121_optsgd_s10_e10_b2_lr001_1942.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.78 | 100 | 10.32 | 28 | 26.33 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_1746 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.7 | 3.5 | 35.07 | model-npz/DenseNet121_optsgd_s10_e10_b2_lr0001_2983.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.86 | 100 | 11.94 | 28 | 26.42 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1550 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.71 | 3.57 | 35.75 | model-npz/DenseNet121_optsgd_s10_e10_b2_lr00001_3341.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.81 | 100 | 10.35 | 28 | 26.3 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_2402 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 1.3 | 3.9 | 39 | model-npz/DenseNet121_optsgd_s10_e10_b4_lr001_5067.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.49 | 100 | 13.44 | 30 | 26.69 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_1967 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 1.32 | 3.98 | 39.82 | model-npz/DenseNet121_optsgd_s10_e10_b4_lr0001_2020.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.52 | 100 | 13.67 | 30 | 26.9 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_3137 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.3 | 3.91 | 39.16 | model-npz/DenseNet121_optsgd_s10_e10_b4_lr00001_3239.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.57 | 100 | 14.38 | 30 | 26.85 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_3082 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 1.96 | 3.93 | 39.3 | model-npz/DenseNet121_optsgd_s10_e10_b8_lr001_1355.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1.72 | 62 | 12.78 | 30 | 26.86 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_2237 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 1.97 | 3.95 | 39.57 | model-npz/DenseNet121_optsgd_s10_e10_b8_lr0001_2370.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.69 | 100 | 14.78 | 30 | 27.17 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_5995 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 1.96 | 3.92 | 39.26 | model-npz/DenseNet121_optsgd_s10_e10_b8_lr00001_9021.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.81 | 100 | 16.19 | 30 | 27.32 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_2318 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.37 | 37.14 | 37.17 | model-npz/DenseNet121_optsgd_s100_e1_b1_lr001_3206.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.69 | 100 | 11.59 | 29 | 26.83 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_2221 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.37 | 36.9 | 36.93 | model-npz/DenseNet121_optsgd_s100_e1_b1_lr0001_1565.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.74 | 100 | 11.7 | 28 | 26.39 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_1372 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.37 | 37.51 | 37.55 | model-npz/DenseNet121_optsgd_s100_e1_b1_lr00001_1640.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.74 | 100 | 11.31 | 28 | 26.38 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_6295 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 0.7 | 35.19 | 35.22 | model-npz/DenseNet121_optsgd_s100_e1_b2_lr001_1549.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.84 | 100 | 10.84 | 28 | 26.48 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1916 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 0.69 | 34.78 | 34.8 | model-npz/DenseNet121_optsgd_s100_e1_b2_lr0001_9788.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.82 | 100 | 10.06 | 28 | 26.37 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_1543 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.72 | 35.84 | 35.87 | model-npz/DenseNet121_optsgd_s100_e1_b2_lr00001_3264.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.94 | 100 | 10.99 | 28 | 26.46 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_3252 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 1.39 | 34.7 | 34.72 | model-npz/DenseNet121_optsgd_s100_e1_b4_lr001_1478.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.08 | 100 | 10.53 | 29 | 26.44 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_2538 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 1.39 | 34.83 | 34.87 | model-npz/DenseNet121_optsgd_s100_e1_b4_lr0001_2931.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.06 | 100 | 11.94 | 29 | 26.5 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_2674 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.37 | 34.22 | 34.24 | model-npz/DenseNet121_optsgd_s100_e1_b4_lr00001_2085.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.06 | 100 | 11.08 | 28 | 26.5 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_2044 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 3.04 | 39.5 | 39.52 | model-npz/DenseNet121_optsgd_s100_e1_b8_lr001_2559.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.83 | 100 | 15.21 | 30 | 26.9 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_1981 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 2.99 | 38.92 | 38.96 | model-npz/DenseNet121_optsgd_s100_e1_b8_lr0001_1088.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.84 | 100 | 15.02 | 30 | 27.03 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_1298 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 3.02 | 39.33 | 39.35 | model-npz/DenseNet121_optsgd_s100_e1_b8_lr00001_8321.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.85 | 100 | 15.12 | 31 | 27.27 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_2865 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 5.63 | 39.45 | 39.48 | model-npz/DenseNet121_optsgd_s100_e1_b16_lr001_1262.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 2.24 | 100 | 15.77 | 31 | 27.41 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_3189 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 5.63 | 39.45 | 39.5 | model-npz/DenseNet121_optsgd_s100_e1_b16_lr0001_3610.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 16 | 2.36 | 100 | 16.34 | 31 | 27.59 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_2115 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 5.68 | 39.77 | 39.8 | model-npz/DenseNet121_optsgd_s100_e1_b16_lr00001_4540.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 2.36 | 100 | 16.21 | 31 | 27.43 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_1352 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 10.11 | 40.45 | 40.48 | model-npz/DenseNet121_optsgd_s100_e1_b32_lr001_1149.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 2.82 | 100 | 17.24 | 32 | 28.01 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_2341 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 9.99 | 39.99 | 40.01 | model-npz/DenseNet121_optsgd_s100_e1_b32_lr0001_2930.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 2.97 | 100 | 16.66 | 32 | 28.1 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_2875 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 10.21 | 40.87 | 40.89 | model-npz/DenseNet121_optsgd_s100_e1_b32_lr00001_1317.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 2.62 | 100 | 14.84 | 32 | 28.13 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_4257 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 21.98 | 43.97 | 44.01 | model-npz/DenseNet121_optsgd_s100_e1_b64_lr001_9651.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 28 | 5.23 | 100 | 21.61 | 38 | 29.32 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_2801 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 21.78 | 43.57 | 43.59 | model-npz/DenseNet121_optsgd_s100_e1_b64_lr0001_2634.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 5.15 | 100 | 21.46 | 38 | 29.97 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_1135 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 21.9 | 43.81 | 43.84 | model-npz/DenseNet121_optsgd_s100_e1_b64_lr00001_1687.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 5.27 | 100 | 21.74 | 37 | 29.91 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_9464 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.21 | 20.64 | 41.31 | model-npz/DenseNet121_optsgd_s100_e2_b1_lr001_2551.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.72 | 100 | 13.39 | 30 | 27.99 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_1630 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.2 | 20.33 | 40.68 | model-npz/DenseNet121_optsgd_s100_e2_b1_lr0001_2509.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.79 | 100 | 13.64 | 29 | 27.11 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_1308 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.2 | 20.52 | 41.08 | model-npz/DenseNet121_optsgd_s100_e2_b1_lr00001_1731.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.75 | 100 | 13.38 | 29 | 26.82 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_4939 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.37 | 18.77 | 37.57 | model-npz/DenseNet121_optsgd_s100_e2_b2_lr001_1015.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.88 | 100 | 11.8 | 29 | 26.67 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_2621 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.37 | 18.76 | 37.54 | model-npz/DenseNet121_optsgd_s100_e2_b2_lr0001_3053.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.9 | 100 | 12 | 28 | 26.69 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_3302 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.38 | 19.3 | 38.65 | model-npz/DenseNet121_optsgd_s100_e2_b2_lr00001_2439.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.85 | 100 | 11.1 | 28 | 26.53 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_2442 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 0.69 | 17.38 | 34.78 | model-npz/DenseNet121_optsgd_s100_e2_b4_lr001_1204.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.09 | 100 | 10.54 | 29 | 26.58 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_2988 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 0.72 | 18.13 | 36.28 | model-npz/DenseNet121_optsgd_s100_e2_b4_lr0001_8299.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.01 | 100 | 9.99 | 29 | 26.63 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_1231 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.71 | 17.74 | 35.54 | model-npz/DenseNet121_optsgd_s100_e2_b4_lr00001_3234.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.91 | 100 | 9.24 | 29 | 26.58 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_1281 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 1.54 | 20.09 | 40.2 | model-npz/DenseNet121_optsgd_s100_e2_b8_lr001_2586.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.85 | 100 | 14.98 | 30 | 26.99 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_1415 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 1.54 | 20.01 | 40.04 | model-npz/DenseNet121_optsgd_s100_e2_b8_lr0001_2480.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.95 | 100 | 15.24 | 30 | 27.23 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_7193 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 1.53 | 19.85 | 39.73 | model-npz/DenseNet121_optsgd_s100_e2_b8_lr00001_2602.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.94 | 100 | 15.47 | 31 | 27.24 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_2060 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 2.82 | 19.78 | 39.59 | model-npz/DenseNet121_optsgd_s100_e2_b16_lr001_2904.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 16 | 2.32 | 100 | 16 | 31 | 27.49 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2990 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 2.81 | 19.7 | 39.42 | model-npz/DenseNet121_optsgd_s100_e2_b16_lr0001_1255.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 19 | 2.43 | 100 | 16.77 | 32 | 27.57 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_1832 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 2.86 | 20 | 40.04 | model-npz/DenseNet121_optsgd_s100_e2_b16_lr00001_2298.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 19 | 2.28 | 100 | 15.56 | 31 | 27.74 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_1760 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 5.06 | 20.24 | 40.52 | model-npz/DenseNet121_optsgd_s100_e2_b32_lr001_1422.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 3.24 | 100 | 17.51 | 33 | 27.97 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_7683 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 5.09 | 20.36 | 40.74 | model-npz/DenseNet121_optsgd_s100_e2_b32_lr0001_9884.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 2.87 | 100 | 16.67 | 32 | 28.09 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2849 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 5.42 | 21.69 | 43.44 | model-npz/DenseNet121_optsgd_s100_e2_b32_lr00001_1231.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 2.94 | 100 | 17 | 33 | 28 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_1189 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 10.97 | 21.95 | 43.93 | model-npz/DenseNet121_optsgd_s100_e2_b64_lr001_3004.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 5.91 | 100 | 22.45 | 37 | 29.25 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_2325 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 10.84 | 21.69 | 43.41 | model-npz/DenseNet121_optsgd_s100_e2_b64_lr0001_7017.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 5.85 | 100 | 22.75 | 37 | 29.72 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_3292 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 10.84 | 21.68 | 43.4 | model-npz/DenseNet121_optsgd_s100_e2_b64_lr00001_1737.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 6.24 | 100 | 23.32 | 37 | 29.99 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_2657 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.11 | 11.17 | 55.88 | model-npz/DenseNet121_optsgd_s100_e5_b1_lr001_2024.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.75 | 100 | 18.03 | 30 | 27.53 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2036 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.11 | 10.78 | 53.95 | model-npz/DenseNet121_optsgd_s100_e5_b1_lr0001_2855.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.83 | 100 | 19.02 | 29 | 26.97 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_1640 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.11 | 10.79 | 53.97 | model-npz/DenseNet121_optsgd_s100_e5_b1_lr00001_1367.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.78 | 100 | 18.98 | 28 | 26.61 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_7674 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.17 | 8.67 | 43.37 | model-npz/DenseNet121_optsgd_s100_e5_b2_lr001_2465.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.05 | 100 | 15.06 | 28 | 26.68 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_9603 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.17 | 8.66 | 43.32 | model-npz/DenseNet121_optsgd_s100_e5_b2_lr0001_1413.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1 | 100 | 14.41 | 29 | 26.92 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2077 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.18 | 8.93 | 44.68 | model-npz/DenseNet121_optsgd_s100_e5_b2_lr00001_6673.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.01 | 100 | 14.91 | 29 | 26.9 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_2703 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.31 | 7.72 | 38.61 | model-npz/DenseNet121_optsgd_s100_e5_b4_lr001_1040.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.25 | 100 | 13.73 | 29 | 26.94 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_1993 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.31 | 7.78 | 38.91 | model-npz/DenseNet121_optsgd_s100_e5_b4_lr0001_3061.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.19 | 100 | 12.97 | 29 | 26.95 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1436 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.31 | 7.88 | 39.43 | model-npz/DenseNet121_optsgd_s100_e5_b4_lr00001_1622.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.28 | 100 | 13.79 | 29 | 27.01 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_6861 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.64 | 8.33 | 41.68 | model-npz/DenseNet121_optsgd_s100_e5_b8_lr001_2561.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 2.01 | 100 | 15.91 | 31 | 27.36 |
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