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ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_1159 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.61 | 8.03 | 16.09 | model-npz/ResNet50_optsgd_s10_e2_b2_lr00001_3088.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.98 | 100 | 13.85 | 26 | 24.34 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_6830 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 2.93 | 8.78 | 17.6 | model-npz/ResNet50_optsgd_s10_e2_b4_lr001_3402.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.49 | 100 | 16.16 | 27 | 24.53 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_8770 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 2.93 | 8.79 | 17.61 | model-npz/ResNet50_optsgd_s10_e2_b4_lr0001_3064.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.64 | 100 | 16.91 | 27 | 24.57 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_1163 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 2.94 | 8.84 | 17.7 | model-npz/ResNet50_optsgd_s10_e2_b4_lr00001_6379.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.4 | 100 | 16.28 | 27 | 24.56 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_3289 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 4.45 | 8.9 | 17.82 | model-npz/ResNet50_optsgd_s10_e2_b8_lr001_8726.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.64 | 100 | 17.36 | 27 | 24.73 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_2200 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 4.4 | 8.81 | 17.66 | model-npz/ResNet50_optsgd_s10_e2_b8_lr0001_2590.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.51 | 100 | 13.51 | 27 | 24.69 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_2258 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 4.44 | 8.88 | 17.78 | model-npz/ResNet50_optsgd_s10_e2_b8_lr00001_2811.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.77 | 100 | 16.91 | 27 | 24.72 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_3323 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.33 | 3.34 | 16.74 | model-npz/ResNet50_optsgd_s10_e5_b1_lr001_1529.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.02 | 100 | 13.83 | 26 | 24.52 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_1533 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.34 | 3.37 | 16.86 | model-npz/ResNet50_optsgd_s10_e5_b1_lr0001_1007.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.82 | 100 | 11.11 | 26 | 24.39 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_1480 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.33 | 3.34 | 16.74 | model-npz/ResNet50_optsgd_s10_e5_b1_lr00001_7495.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.79 | 100 | 10.21 | 26 | 24.4 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_2459 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.66 | 3.28 | 16.43 | model-npz/ResNet50_optsgd_s10_e5_b2_lr001_3118.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.85 | 100 | 11.98 | 26 | 24.46 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_1498 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.66 | 3.31 | 16.6 | model-npz/ResNet50_optsgd_s10_e5_b2_lr0001_2606.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.84 | 100 | 11.42 | 26 | 24.4 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_3388 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.64 | 3.2 | 16.05 | model-npz/ResNet50_optsgd_s10_e5_b2_lr00001_8582.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.18 | 100 | 15.1 | 25 | 24.4 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_1026 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 1.19 | 3.58 | 17.93 | model-npz/ResNet50_optsgd_s10_e5_b4_lr001_2352.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.42 | 100 | 15.22 | 27 | 24.56 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_2272 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 1.2 | 3.59 | 18.01 | model-npz/ResNet50_optsgd_s10_e5_b4_lr0001_1339.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.28 | 100 | 13.2 | 27 | 24.59 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_1140 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.2 | 3.6 | 18.01 | model-npz/ResNet50_optsgd_s10_e5_b4_lr00001_3127.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.51 | 100 | 15.73 | 27 | 24.6 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_2385 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 1.82 | 3.63 | 18.2 | model-npz/ResNet50_optsgd_s10_e5_b8_lr001_9599.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 1.59 | 100 | 14.37 | 27 | 24.76 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_1291 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 1.78 | 3.56 | 17.84 | model-npz/ResNet50_optsgd_s10_e5_b8_lr0001_9999.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.67 | 100 | 16.17 | 27 | 24.76 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_9753 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 1.81 | 3.63 | 18.19 | model-npz/ResNet50_optsgd_s10_e5_b8_lr00001_1522.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.39 | 100 | 12.93 | 27 | 24.7 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_2956 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.18 | 1.81 | 18.12 | model-npz/ResNet50_optsgd_s10_e10_b1_lr001_2558.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.02 | 100 | 11.93 | 26 | 24.49 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2835 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.18 | 1.82 | 18.24 | model-npz/ResNet50_optsgd_s10_e10_b1_lr0001_1372.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.2 | 100 | 14.78 | 26 | 24.43 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_2935 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.18 | 1.8 | 17.99 | model-npz/ResNet50_optsgd_s10_e10_b1_lr00001_1416.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 1.18 | 100 | 15.04 | 27 | 24.51 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_2196 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.34 | 1.69 | 16.98 | model-npz/ResNet50_optsgd_s10_e10_b2_lr001_6965.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.02 | 100 | 13.84 | 26 | 24.51 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_2144 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.33 | 1.67 | 16.7 | model-npz/ResNet50_optsgd_s10_e10_b2_lr0001_9539.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.93 | 100 | 12.48 | 27 | 24.48 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_1761 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.34 | 1.7 | 17.06 | model-npz/ResNet50_optsgd_s10_e10_b2_lr00001_3097.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.95 | 100 | 12.84 | 27 | 24.45 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_3487 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.61 | 1.83 | 18.36 | model-npz/ResNet50_optsgd_s10_e10_b4_lr001_2105.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.51 | 100 | 13.64 | 28 | 24.62 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_1105 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.61 | 1.83 | 18.38 | model-npz/ResNet50_optsgd_s10_e10_b4_lr0001_2532.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.47 | 100 | 15.49 | 28 | 24.7 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_2208 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.6 | 1.81 | 18.13 | model-npz/ResNet50_optsgd_s10_e10_b4_lr00001_2146.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.75 | 100 | 16.91 | 28 | 24.77 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_1584 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 0.9 | 1.81 | 18.11 | model-npz/ResNet50_optsgd_s10_e10_b8_lr001_3570.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.56 | 100 | 15.8 | 27 | 24.89 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_1879 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 0.91 | 1.82 | 18.2 | model-npz/ResNet50_optsgd_s10_e10_b8_lr0001_6800.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.65 | 100 | 15.59 | 28 | 24.76 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_1010 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.92 | 1.84 | 18.47 | model-npz/ResNet50_optsgd_s10_e10_b8_lr00001_1142.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.63 | 100 | 13.89 | 28 | 24.78 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_2902 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.18 | 17.98 | 18 | model-npz/ResNet50_optsgd_s100_e1_b1_lr001_2286.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.07 | 100 | 14 | 26 | 24.51 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_2037 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.18 | 17.61 | 17.63 | model-npz/ResNet50_optsgd_s100_e1_b1_lr0001_1714.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.93 | 100 | 13.29 | 27 | 24.53 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_1716 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.18 | 18.16 | 18.18 | model-npz/ResNet50_optsgd_s100_e1_b1_lr00001_3237.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 1.07 | 100 | 14.13 | 27 | 24.53 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_1874 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 0.33 | 16.75 | 16.8 | model-npz/ResNet50_optsgd_s100_e1_b2_lr001_6872.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.26 | 100 | 15.33 | 26 | 24.52 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_7523 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 0.34 | 17.05 | 17.07 | model-npz/ResNet50_optsgd_s100_e1_b2_lr0001_4563.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.91 | 100 | 11.55 | 27 | 24.48 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_3227 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.34 | 16.85 | 16.87 | model-npz/ResNet50_optsgd_s100_e1_b2_lr00001_3371.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.93 | 100 | 13.07 | 26 | 24.45 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_1103 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 0.66 | 16.51 | 16.53 | model-npz/ResNet50_optsgd_s100_e1_b4_lr001_2663.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.05 | 100 | 13.36 | 27 | 24.4 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_6357 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 0.65 | 16.23 | 16.26 | model-npz/ResNet50_optsgd_s100_e1_b4_lr0001_1968.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.49 | 100 | 15.02 | 26 | 24.4 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_1589 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.65 | 16.18 | 16.21 | model-npz/ResNet50_optsgd_s100_e1_b4_lr00001_2444.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.12 | 100 | 13.9 | 27 | 24.46 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_2883 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 1.4 | 18.27 | 18.29 | model-npz/ResNet50_optsgd_s100_e1_b8_lr001_2570.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 2.16 | 100 | 18.13 | 28 | 24.84 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_2942 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 1.4 | 18.24 | 18.27 | model-npz/ResNet50_optsgd_s100_e1_b8_lr0001_2841.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 15 | 1.59 | 100 | 14.59 | 28 | 24.8 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_3001 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 1.41 | 18.28 | 18.32 | model-npz/ResNet50_optsgd_s100_e1_b8_lr00001_3296.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.72 | 100 | 15.07 | 28 | 24.87 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_2599 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 2.65 | 18.58 | 18.6 | model-npz/ResNet50_optsgd_s100_e1_b16_lr001_1522.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 2.24 | 100 | 15.17 | 28 | 25.17 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_2091 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 2.62 | 18.38 | 18.4 | model-npz/ResNet50_optsgd_s100_e1_b16_lr0001_4916.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 16 | 1.7 | 100 | 13.54 | 29 | 25.02 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_2732 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 2.63 | 18.42 | 18.45 | model-npz/ResNet50_optsgd_s100_e1_b16_lr00001_3189.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 2 | 100 | 16.8 | 28 | 25.15 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_8902 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 4.56 | 18.25 | 18.27 | model-npz/ResNet50_optsgd_s100_e1_b32_lr001_1396.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 2.59 | 100 | 15.18 | 30 | 25.73 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_2393 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 4.7 | 18.82 | 18.84 | model-npz/ResNet50_optsgd_s100_e1_b32_lr0001_1510.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 27 | 3.02 | 100 | 18.23 | 30 | 25.85 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_2742 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 4.66 | 18.63 | 18.67 | model-npz/ResNet50_optsgd_s100_e1_b32_lr00001_1525.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 3.26 | 100 | 20.3 | 30 | 25.85 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_2674 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 10.02 | 20.06 | 20.08 | model-npz/ResNet50_optsgd_s100_e1_b64_lr001_3247.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 4.69 | 100 | 22.15 | 34 | 27.17 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_2490 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 10.2 | 20.4 | 20.43 | model-npz/ResNet50_optsgd_s100_e1_b64_lr0001_2056.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 5.62 | 100 | 24.26 | 35 | 27.4 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_2587 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 10.45 | 20.91 | 20.93 | model-npz/ResNet50_optsgd_s100_e1_b64_lr00001_9300.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 6.35 | 100 | 25.71 | 35 | 27.84 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_9735 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.1 | 10.03 | 20.09 | model-npz/ResNet50_optsgd_s100_e2_b1_lr001_2966.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.42 | 100 | 15.08 | 28 | 26.06 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_7571 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.1 | 9.91 | 19.86 | model-npz/ResNet50_optsgd_s100_e2_b1_lr0001_2257.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.48 | 100 | 17.54 | 27 | 25.56 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_3724 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.1 | 10 | 20.03 | model-npz/ResNet50_optsgd_s100_e2_b1_lr00001_1326.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.42 | 100 | 17.25 | 27 | 25.46 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_1361 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.18 | 9.01 | 18.05 | model-npz/ResNet50_optsgd_s100_e2_b2_lr001_2007.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.45 | 100 | 16.7 | 27 | 25.11 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_2311 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.18 | 8.95 | 17.93 | model-npz/ResNet50_optsgd_s100_e2_b2_lr0001_3104.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.33 | 100 | 16.89 | 27 | 24.73 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_1859 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.18 | 9.12 | 18.27 | model-npz/ResNet50_optsgd_s100_e2_b2_lr00001_1476.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.36 | 100 | 15.6 | 27 | 24.69 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_1647 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 0.34 | 8.51 | 17.04 | model-npz/ResNet50_optsgd_s100_e2_b4_lr001_7410.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.48 | 100 | 15.64 | 28 | 24.69 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_2363 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 0.34 | 8.43 | 16.89 | model-npz/ResNet50_optsgd_s100_e2_b4_lr0001_6493.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.28 | 100 | 14.86 | 27 | 24.67 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_2834 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.34 | 8.52 | 17.07 | model-npz/ResNet50_optsgd_s100_e2_b4_lr00001_1486.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.28 | 100 | 13.81 | 28 | 24.7 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_1595 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 0.7 | 9.12 | 18.27 | model-npz/ResNet50_optsgd_s100_e2_b8_lr001_3027.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 15 | 2.11 | 100 | 17.56 | 29 | 24.91 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_2988 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 0.72 | 9.35 | 18.72 | model-npz/ResNet50_optsgd_s100_e2_b8_lr0001_1781.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 2.3 | 100 | 18.51 | 29 | 24.94 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_6769 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.71 | 9.24 | 18.51 | model-npz/ResNet50_optsgd_s100_e2_b8_lr00001_1521.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 15 | 1.85 | 100 | 16.67 | 29 | 25.02 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_2906 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 1.34 | 9.37 | 18.75 | model-npz/ResNet50_optsgd_s100_e2_b16_lr001_3043.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 2.38 | 100 | 16.47 | 30 | 25.32 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2833 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 1.32 | 9.22 | 18.46 | model-npz/ResNet50_optsgd_s100_e2_b16_lr0001_2114.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 26 | 2.43 | 100 | 15.91 | 28 | 25.13 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_1886 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 1.33 | 9.34 | 18.71 | model-npz/ResNet50_optsgd_s100_e2_b16_lr00001_3227.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 15 | 2.43 | 100 | 18.61 | 29 | 25.7 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_2169 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 2.33 | 9.34 | 18.7 | model-npz/ResNet50_optsgd_s100_e2_b32_lr001_2835.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 3.67 | 100 | 19 | 29 | 25.8 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_1382 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 2.33 | 9.34 | 18.73 | model-npz/ResNet50_optsgd_s100_e2_b32_lr0001_1211.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 3.19 | 100 | 18.4 | 30 | 25.94 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_1728 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 2.34 | 9.35 | 18.73 | model-npz/ResNet50_optsgd_s100_e2_b32_lr00001_1836.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 24 | 3.04 | 100 | 16.89 | 30 | 25.96 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_6861 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 5.2 | 10.4 | 20.82 | model-npz/ResNet50_optsgd_s100_e2_b64_lr001_3198.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 5.92 | 100 | 22.76 | 35 | 27.14 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_2874 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 5.14 | 10.3 | 20.63 | model-npz/ResNet50_optsgd_s100_e2_b64_lr0001_4506.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 4.75 | 100 | 20.43 | 34 | 27.47 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_1152 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 5.17 | 10.34 | 20.72 | model-npz/ResNet50_optsgd_s100_e2_b64_lr00001_1415.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 33 | 5.8 | 100 | 23.14 | 35 | 27.8 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_4433 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.05 | 5.28 | 26.43 | model-npz/ResNet50_optsgd_s100_e5_b1_lr001_2230.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.07 | 100 | 20.65 | 28 | 26.52 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_5004 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.05 | 5.26 | 26.35 | model-npz/ResNet50_optsgd_s100_e5_b1_lr0001_1464.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.25 | 100 | 23.32 | 28 | 25.92 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_7382 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.05 | 5.26 | 26.32 | model-npz/ResNet50_optsgd_s100_e5_b1_lr00001_1301.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 1.97 | 100 | 21.12 | 28 | 25.98 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_1708 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.08 | 4.24 | 21.23 | model-npz/ResNet50_optsgd_s100_e5_b2_lr001_1475.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.86 | 100 | 20.27 | 28 | 25.71 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1017 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.08 | 4.22 | 21.15 | model-npz/ResNet50_optsgd_s100_e5_b2_lr0001_1997.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.76 | 100 | 19.12 | 28 | 25.7 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2457 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.08 | 4.26 | 21.32 | model-npz/ResNet50_optsgd_s100_e5_b2_lr00001_1197.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.98 | 100 | 20.42 | 28 | 25.66 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_1582 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.15 | 3.73 | 18.7 | model-npz/ResNet50_optsgd_s100_e5_b4_lr001_1051.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.85 | 100 | 17.36 | 28 | 25.4 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_2211 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.15 | 3.79 | 18.96 | model-npz/ResNet50_optsgd_s100_e5_b4_lr0001_9026.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.94 | 100 | 17.4 | 29 | 25.3 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_1448 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.15 | 3.79 | 18.99 | model-npz/ResNet50_optsgd_s100_e5_b4_lr00001_2659.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.81 | 100 | 17.11 | 29 | 25.3 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_2449 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.29 | 3.82 | 19.14 | model-npz/ResNet50_optsgd_s100_e5_b8_lr001_1945.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 19 | 2.9 | 100 | 19.9 | 30 | 25.35 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_2718 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 0.3 | 3.87 | 19.36 | model-npz/ResNet50_optsgd_s100_e5_b8_lr0001_1082.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 2.6 | 100 | 20.3 | 30 | 25.64 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_1715 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.3 | 3.87 | 19.38 | model-npz/ResNet50_optsgd_s100_e5_b8_lr00001_8542.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 2.53 | 100 | 18.49 | 30 | 25.68 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_8793 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 0.55 | 3.87 | 19.36 | model-npz/ResNet50_optsgd_s100_e5_b16_lr001_2245.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 2.75 | 100 | 17.12 | 31 | 25.94 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_4989 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 0.54 | 3.79 | 18.97 | model-npz/ResNet50_optsgd_s100_e5_b16_lr0001_1991.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 31 | 3.57 | 100 | 21.09 | 32 | 25.91 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_2700 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.55 | 3.84 | 19.21 | model-npz/ResNet50_optsgd_s100_e5_b16_lr00001_2481.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 29 | 3.34 | 100 | 19.38 | 32 | 26.06 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_6172 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 0.97 | 3.9 | 19.55 | model-npz/ResNet50_optsgd_s100_e5_b32_lr001_5295.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 4.27 | 100 | 20.67 | 32 | 26.23 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_3190 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 0.96 | 3.85 | 19.26 | model-npz/ResNet50_optsgd_s100_e5_b32_lr0001_6818.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 4.15 | 100 | 20.49 | 33 | 26.23 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_1658 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.96 | 3.85 | 19.25 | model-npz/ResNet50_optsgd_s100_e5_b32_lr00001_1982.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 4.74 | 100 | 22.63 | 32 | 26.37 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_1175 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 2.1 | 4.2 | 21.03 | model-npz/ResNet50_optsgd_s100_e5_b64_lr001_2688.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 5.59 | 100 | 23.29 | 35 | 27.35 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1429 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 2.09 | 4.19 | 20.98 | model-npz/ResNet50_optsgd_s100_e5_b64_lr0001_3181.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 45 | 6.61 | 100 | 23.69 | 35 | 27.96 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_4612 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 2.09 | 4.19 | 20.97 | model-npz/ResNet50_optsgd_s100_e5_b64_lr00001_2000.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 6.88 | 100 | 25.6 | 36 | 28.24 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_2962 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.04 | 3.7 | 37.06 | model-npz/ResNet50_optsgd_s100_e10_b1_lr001_1341.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.68 | 100 | 26.02 | 28 | 26.99 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_2249 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.04 | 3.7 | 37 | model-npz/ResNet50_optsgd_s100_e10_b1_lr0001_2069.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 2.73 | 100 | 26.16 | 28 | 26.53 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_1584 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.04 | 3.64 | 36.39 | model-npz/ResNet50_optsgd_s100_e10_b1_lr00001_8639.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 2.76 | 100 | 28.04 | 28 | 26.53 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_1465 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.05 | 2.63 | 26.34 | model-npz/ResNet50_optsgd_s100_e10_b2_lr001_1446.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.52 | 100 | 24.13 | 28 | 26.23 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_5806 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.05 | 2.62 | 26.24 | model-npz/ResNet50_optsgd_s100_e10_b2_lr0001_8873.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 2.58 | 100 | 24.68 | 28 | 26.17 |
ResNet50_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2494 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.05 | 2.66 | 26.59 | model-npz/ResNet50_optsgd_s100_e10_b2_lr00001_9176.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.49 | 100 | 23.98 | 29 | 26.25 |
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