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DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr01_7304 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.7 | 17.47 | 87.4 | model-npz/DenseNet169_optadam_s100_e5_b4_lr001_2089.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.85 | 52 | 8.16 | 34 | 32.2 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr001_2400 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.69 | 17.39 | 86.97 | model-npz/DenseNet169_optadam_s100_e5_b4_lr0001_1267.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.82 | 56 | 8.13 | 34 | 31.79 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b4_lr0001_3117 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.7 | 17.42 | 87.16 | model-npz/DenseNet169_optadam_s100_e5_b4_lr00001_2645.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.72 | 54 | 7.38 | 34 | 31.75 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr01_3990 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 1.38 | 17.96 | 89.83 | model-npz/DenseNet169_optadam_s100_e5_b8_lr001_3365.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.38 | 60 | 9.68 | 35 | 32.15 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr001_2532 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 1.39 | 18.06 | 90.32 | model-npz/DenseNet169_optadam_s100_e5_b8_lr0001_6415.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1.44 | 100 | 10.42 | 36 | 32.56 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b8_lr0001_2568 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 1.39 | 18.11 | 90.64 | model-npz/DenseNet169_optadam_s100_e5_b8_lr00001_9515.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.4 | 64 | 9.88 | 36 | 32.54 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr01_3187 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 2.56 | 17.92 | 89.65 | model-npz/DenseNet169_optadam_s100_e5_b16_lr001_8472.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 1.72 | 65 | 9.93 | 37 | 32.68 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr001_9379 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 2.57 | 18.03 | 90.2 | model-npz/DenseNet169_optadam_s100_e5_b16_lr0001_2431.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 19 | 1.57 | 61 | 9.01 | 37 | 33.06 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b16_lr0001_1660 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 2.53 | 17.73 | 88.68 | model-npz/DenseNet169_optadam_s100_e5_b16_lr00001_2917.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 1.69 | 66 | 9.99 | 37 | 33.33 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr01_1434 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 4.46 | 17.84 | 89.23 | model-npz/DenseNet169_optadam_s100_e5_b32_lr001_2915.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 2.31 | 100 | 11.41 | 38 | 33.48 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr001_2570 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 4.45 | 17.79 | 89 | model-npz/DenseNet169_optadam_s100_e5_b32_lr0001_1006.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 35 | 2.43 | 100 | 11.42 | 39 | 33.57 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b32_lr0001_3034 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 4.4 | 17.62 | 88.14 | model-npz/DenseNet169_optadam_s100_e5_b32_lr00001_3826.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 25 | 2.31 | 70 | 11.19 | 38 | 33.63 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr01_8699 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 9.3 | 18.6 | 93.05 | model-npz/DenseNet169_optadam_s100_e5_b64_lr001_2103.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 3.74 | 87 | 13.87 | 42 | 34.2 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr001_2581 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 9.19 | 18.39 | 92 | model-npz/DenseNet169_optadam_s100_e5_b64_lr0001_5214.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 44 | 4.06 | 85 | 14.38 | 44 | 34.5 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e5_b64_lr0001_6689 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 9.25 | 18.5 | 92.54 | model-npz/DenseNet169_optadam_s100_e5_b64_lr00001_2907.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 4.12 | 100 | 15.37 | 43 | 34.54 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr01_1013 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.14 | 14.44 | 144.51 | model-npz/DenseNet169_optadam_s100_e10_b1_lr001_1222.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.69 | 52 | 18.66 | 35 | 33.48 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr001_1600 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.14 | 14.34 | 143.49 | model-npz/DenseNet169_optadam_s100_e10_b1_lr0001_1317.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.71 | 100 | 18.91 | 34 | 32.99 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b1_lr0001_1346 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 14.33 | 143.36 | model-npz/DenseNet169_optadam_s100_e10_b1_lr00001_2351.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.68 | 52 | 18.66 | 34 | 33.1 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr01_2849 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.22 | 11.27 | 112.72 | model-npz/DenseNet169_optadam_s100_e10_b2_lr001_3027.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.88 | 55 | 13.82 | 34 | 32.74 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr001_2502 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.22 | 11.19 | 111.98 | model-npz/DenseNet169_optadam_s100_e10_b2_lr0001_3238.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.9 | 100 | 14.1 | 35 | 32.74 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b2_lr0001_2360 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.22 | 11.22 | 112.27 | model-npz/DenseNet169_optadam_s100_e10_b2_lr00001_1548.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.89 | 53 | 13.82 | 35 | 33.13 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr01_1872 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.39 | 9.69 | 96.92 | model-npz/DenseNet169_optadam_s100_e10_b4_lr001_3024.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.9 | 53 | 10.2 | 35 | 32.7 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_2273 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.38 | 9.51 | 95.1 | model-npz/DenseNet169_optadam_s100_e10_b4_lr0001_2043.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.96 | 52 | 10.68 | 35 | 32.65 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_2823 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.39 | 9.71 | 97.16 | model-npz/DenseNet169_optadam_s100_e10_b4_lr00001_2812.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.92 | 55 | 9.97 | 35 | 32.59 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_8606 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 0.73 | 9.46 | 94.67 | model-npz/DenseNet169_optadam_s100_e10_b8_lr001_1863.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.63 | 65 | 11.58 | 36 | 32.84 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_6353 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 0.73 | 9.57 | 95.75 | model-npz/DenseNet169_optadam_s100_e10_b8_lr0001_7475.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.62 | 61 | 11.46 | 36 | 32.78 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1300 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.73 | 9.5 | 95.06 | model-npz/DenseNet169_optadam_s100_e10_b8_lr00001_1230.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.64 | 62 | 11.57 | 36 | 33.04 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_1576 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.01 | 2.15.1 | 12.2 | 1.31 | 9.2 | 92.03 | model-npz/DenseNet169_optadam_s100_e10_b16_lr001_7939.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 19 | 1.99 | 66 | 10.95 | 37 | 32.87 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_2524 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 1.31 | 9.16 | 91.69 | model-npz/DenseNet169_optadam_s100_e10_b16_lr0001_3737.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 2.02 | 61 | 11.07 | 37 | 32.72 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_4387 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 1.31 | 9.19 | 91.91 | model-npz/DenseNet169_optadam_s100_e10_b16_lr00001_2339.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 2.07 | 100 | 11.43 | 37 | 32.83 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_3185 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 2.28 | 9.13 | 91.32 | model-npz/DenseNet169_optadam_s100_e10_b32_lr001_1017.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 33 | 2.47 | 75 | 11.32 | 39 | 32.99 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_3347 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 2.27 | 9.08 | 90.82 | model-npz/DenseNet169_optadam_s100_e10_b32_lr0001_1418.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 2.69 | 76 | 12.25 | 39 | 33.05 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_2169 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 2.28 | 9.14 | 91.42 | model-npz/DenseNet169_optadam_s100_e10_b32_lr00001_2434.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 2.72 | 76 | 11.55 | 40 | 33.13 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_1284 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 4.7 | 9.4 | 94.01 | model-npz/DenseNet169_optadam_s100_e10_b64_lr001_2643.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 45 | 4.21 | 89 | 14.55 | 43 | 33.9 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_2707 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 4.7 | 9.41 | 94.09 | model-npz/DenseNet169_optadam_s100_e10_b64_lr0001_1211.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 45 | 4.55 | 84 | 15.44 | 42 | 34.39 |
DenseNet169_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2110 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 4.71 | 9.42 | 94.21 | model-npz/DenseNet169_optadam_s100_e10_b64_lr00001_2865.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 45 | 4.14 | 88 | 14.78 | 42 | 34.44 |
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_3852 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.14 | 145.27 | 145.3 | model-npz/DenseNet169_optadam_s1000_e1_b1_lr001_9429.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.66 | 100 | 19.07 | 35 | 32.83 |
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1033 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.14 | 143.34 | 143.36 | model-npz/DenseNet169_optadam_s1000_e1_b1_lr0001_2431.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.71 | 52 | 18.97 | 34 | 32.73 |
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_1386 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.15 | 146.7 | 146.73 | model-npz/DenseNet169_optadam_s1000_e1_b1_lr00001_1569.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.69 | 52 | 19.01 | 34 | 32.72 |
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_3758 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 0.22 | 112.24 | 112.27 | model-npz/DenseNet169_optadam_s1000_e1_b2_lr001_7345.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.92 | 100 | 14.46 | 35 | 33.04 |
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_3110 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 0.22 | 111.47 | 111.49 | model-npz/DenseNet169_optadam_s1000_e1_b2_lr0001_2296.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.86 | 100 | 14.01 | 35 | 33.1 |
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_7121 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.22 | 111.41 | 111.44 | model-npz/DenseNet169_optadam_s1000_e1_b2_lr00001_2336.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.89 | 54 | 13.96 | 35 | 33.04 |
DenseNet169_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_3212 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 0.38 | 94.53 | 94.56 | model-npz/DenseNet169_optadam_s1000_e1_b4_lr001_4538.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.95 | 84 | 11.2 | 34 | 32.14 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_2454 | 1 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 30.55 | 30.56 | 30.6 | model-npz/ResNet50_optadam_s1_e1_b1_lr001_9282.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.29 | 61 | 2.61 | 26 | 24.75 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_3185 | 1 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 27.71 | 27.72 | 27.74 | model-npz/ResNet50_optadam_s1_e1_b1_lr0001_1635.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.53 | 100 | 6.88 | 26 | 24.88 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_2999 | 1 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 26.72 | 26.73 | 26.75 | model-npz/ResNet50_optadam_s1_e1_b1_lr00001_3258.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.64 | 100 | 8.75 | 25 | 24.31 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_2537 | 1 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 13.45 | 13.45 | 26.95 | model-npz/ResNet50_optadam_s1_e2_b1_lr001_2073.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.63 | 100 | 8.6 | 25 | 24.21 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_1191 | 1 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 13.49 | 13.49 | 27.01 | model-npz/ResNet50_optadam_s1_e2_b1_lr0001_1289.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.58 | 100 | 8.37 | 25 | 24.27 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_1374 | 1 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 13.35 | 13.36 | 26.76 | model-npz/ResNet50_optadam_s1_e2_b1_lr00001_2899.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.36 | 100 | 6.21 | 25 | 24.2 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_1940 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 5.36 | 5.37 | 26.86 | model-npz/ResNet50_optadam_s1_e5_b1_lr001_3984.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.37 | 100 | 5.85 | 26 | 24.16 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_6009 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 5.37 | 5.38 | 26.92 | model-npz/ResNet50_optadam_s1_e5_b1_lr0001_3202.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.4 | 100 | 5.85 | 26 | 24.15 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2303 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 5.45 | 5.46 | 27.31 | model-npz/ResNet50_optadam_s1_e5_b1_lr00001_5356.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.37 | 100 | 6.97 | 26 | 24.16 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_6284 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 2.68 | 2.69 | 26.9 | model-npz/ResNet50_optadam_s1_e10_b1_lr001_2212.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.51 | 100 | 7.43 | 25 | 24.18 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_4476 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 2.73 | 2.73 | 27.33 | model-npz/ResNet50_optadam_s1_e10_b1_lr0001_2950.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.55 | 100 | 8.16 | 25 | 24.19 |
ResNet50_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_3133 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 2.66 | 2.67 | 26.69 | model-npz/ResNet50_optadam_s1_e10_b1_lr00001_1019.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.49 | 100 | 7.9 | 25 | 24.16 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2133 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 2.71 | 27.07 | 27.1 | model-npz/ResNet50_optadam_s10_e1_b1_lr001_1952.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.48 | 100 | 7.89 | 26 | 24.16 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2600 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 2.68 | 26.84 | 26.86 | model-npz/ResNet50_optadam_s10_e1_b1_lr0001_9297.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.48 | 100 | 7.37 | 25 | 24.15 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_1400 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 2.73 | 27.28 | 27.3 | model-npz/ResNet50_optadam_s10_e1_b1_lr00001_2979.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.53 | 100 | 6.85 | 25 | 24.13 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_1564 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 5.42 | 27.13 | 27.18 | model-npz/ResNet50_optadam_s10_e1_b2_lr001_7648.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.54 | 100 | 7.49 | 25 | 24.16 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_2041 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 5.3 | 26.51 | 26.55 | model-npz/ResNet50_optadam_s10_e1_b2_lr0001_1282.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.75 | 100 | 8.33 | 25 | 24.08 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_2322 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 5.38 | 26.92 | 26.94 | model-npz/ResNet50_optadam_s10_e1_b2_lr00001_1198.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.55 | 100 | 7.21 | 25 | 24.1 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_2175 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 9.72 | 29.16 | 29.2 | model-npz/ResNet50_optadam_s10_e1_b4_lr001_2583.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.03 | 100 | 9.68 | 27 | 24.21 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_2289 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 9.46 | 28.4 | 28.44 | model-npz/ResNet50_optadam_s10_e1_b4_lr0001_1218.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.97 | 100 | 9.17 | 27 | 24.3 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_1142 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 9.7 | 29.1 | 29.12 | model-npz/ResNet50_optadam_s10_e1_b4_lr00001_2472.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.91 | 100 | 10 | 27 | 24.32 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_7080 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 14.17 | 28.34 | 28.36 | model-npz/ResNet50_optadam_s10_e1_b8_lr001_5398.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 0.95 | 100 | 8.81 | 27 | 24.31 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_5913 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 14.38 | 28.78 | 28.81 | model-npz/ResNet50_optadam_s10_e1_b8_lr0001_1489.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.09 | 100 | 10.43 | 27 | 24.32 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_1886 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 14.42 | 28.85 | 28.88 | model-npz/ResNet50_optadam_s10_e1_b8_lr00001_2748.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1 | 100 | 10.22 | 27 | 24.34 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_1422 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 1.35 | 13.47 | 26.98 | model-npz/ResNet50_optadam_s10_e2_b1_lr001_1774.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.6 | 100 | 8.19 | 26 | 24.24 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_6649 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 1.39 | 13.92 | 27.87 | model-npz/ResNet50_optadam_s10_e2_b1_lr0001_1201.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.38 | 100 | 6.46 | 25 | 24.24 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_1539 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 1.36 | 13.65 | 27.31 | model-npz/ResNet50_optadam_s10_e2_b1_lr00001_1880.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.57 | 100 | 7.29 | 25 | 24.16 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2596 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 2.71 | 13.55 | 27.14 | model-npz/ResNet50_optadam_s10_e2_b2_lr001_9755.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.48 | 100 | 6.89 | 25 | 24.15 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_3084 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 2.73 | 13.65 | 27.31 | model-npz/ResNet50_optadam_s10_e2_b2_lr0001_2752.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.51 | 100 | 7.62 | 26 | 24.16 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1574 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 2.66 | 13.31 | 26.64 | model-npz/ResNet50_optadam_s10_e2_b2_lr00001_1918.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.46 | 100 | 6.23 | 25 | 24.05 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1208 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 4.79 | 14.39 | 28.79 | model-npz/ResNet50_optadam_s10_e2_b4_lr001_2082.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.11 | 100 | 10.44 | 27 | 24.22 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1085 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 4.86 | 14.6 | 29.23 | model-npz/ResNet50_optadam_s10_e2_b4_lr0001_1882.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.97 | 100 | 10.3 | 27 | 24.3 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1368 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 4.82 | 14.45 | 28.93 | model-npz/ResNet50_optadam_s10_e2_b4_lr00001_1174.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 0.8 | 100 | 8.14 | 27 | 24.28 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_1200 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 7.18 | 14.36 | 28.74 | model-npz/ResNet50_optadam_s10_e2_b8_lr001_3147.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.18 | 100 | 10.09 | 27 | 24.32 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_6721 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 7.31 | 14.63 | 29.28 | model-npz/ResNet50_optadam_s10_e2_b8_lr0001_2414.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 14 | 1.05 | 100 | 10.5 | 27 | 24.41 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_3048 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 7.14 | 14.29 | 28.61 | model-npz/ResNet50_optadam_s10_e2_b8_lr00001_2737.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.15 | 100 | 10.77 | 27 | 24.35 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_2618 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.55 | 5.55 | 27.81 | model-npz/ResNet50_optadam_s10_e5_b1_lr001_2131.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.7 | 100 | 9.33 | 26 | 24.23 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_3292 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.56 | 5.59 | 27.98 | model-npz/ResNet50_optadam_s10_e5_b1_lr0001_2810.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.67 | 100 | 8.77 | 26 | 24.23 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_2834 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.56 | 5.64 | 28.24 | model-npz/ResNet50_optadam_s10_e5_b1_lr00001_1115.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.66 | 100 | 9.12 | 26 | 24.19 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_2553 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 1.1 | 5.51 | 27.59 | model-npz/ResNet50_optadam_s10_e5_b2_lr001_2510.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.62 | 100 | 8.32 | 26 | 24.22 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_1247 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 1.09 | 5.46 | 27.31 | model-npz/ResNet50_optadam_s10_e5_b2_lr0001_3130.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.68 | 100 | 7.76 | 26 | 24.21 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2576 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.11 | 5.56 | 27.86 | model-npz/ResNet50_optadam_s10_e5_b2_lr00001_3024.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.58 | 100 | 7.66 | 25 | 24.2 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_1365 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 1.91 | 5.73 | 28.66 | model-npz/ResNet50_optadam_s10_e5_b4_lr001_1866.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.05 | 100 | 11.29 | 27 | 24.37 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_1505 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 1.92 | 5.78 | 28.92 | model-npz/ResNet50_optadam_s10_e5_b4_lr0001_2866.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.92 | 100 | 9.7 | 27 | 24.3 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_7333 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.95 | 5.85 | 29.28 | model-npz/ResNet50_optadam_s10_e5_b4_lr00001_9034.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 0.93 | 100 | 8.96 | 27 | 24.3 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_2855 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 2.89 | 5.79 | 28.98 | model-npz/ResNet50_optadam_s10_e5_b8_lr001_1068.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.17 | 100 | 10.47 | 27 | 24.35 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_1129 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 2.92 | 5.84 | 29.21 | model-npz/ResNet50_optadam_s10_e5_b8_lr0001_7743.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1 | 100 | 8.88 | 27 | 24.38 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_2735 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 2.99 | 5.97 | 29.91 | model-npz/ResNet50_optadam_s10_e5_b8_lr00001_6099.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1.04 | 100 | 10.55 | 27 | 24.37 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_2382 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.29 | 2.89 | 28.94 | model-npz/ResNet50_optadam_s10_e10_b1_lr001_3181.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.8 | 100 | 9.14 | 26 | 24.31 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_3096 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.29 | 2.9 | 28.99 | model-npz/ResNet50_optadam_s10_e10_b1_lr0001_1453.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.88 | 100 | 10.45 | 27 | 24.32 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_2045 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.29 | 2.89 | 28.91 | model-npz/ResNet50_optadam_s10_e10_b1_lr00001_1368.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.71 | 100 | 8.36 | 26 | 24.29 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_3242 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.56 | 2.8 | 28.01 | model-npz/ResNet50_optadam_s10_e10_b2_lr001_2309.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.64 | 100 | 7.67 | 26 | 24.23 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_3254 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.56 | 2.8 | 28.02 | model-npz/ResNet50_optadam_s10_e10_b2_lr0001_6198.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.69 | 100 | 8.78 | 26 | 24.22 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_2697 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.56 | 2.79 | 27.93 | model-npz/ResNet50_optadam_s10_e10_b2_lr00001_1642.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.78 | 100 | 9.87 | 26 | 24.27 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_2473 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.96 | 2.88 | 28.86 | model-npz/ResNet50_optadam_s10_e10_b4_lr001_3194.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.05 | 100 | 11.37 | 27 | 24.4 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_1797 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.98 | 2.94 | 29.46 | model-npz/ResNet50_optadam_s10_e10_b4_lr0001_2023.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.05 | 100 | 9.94 | 27 | 24.36 |
ResNet50_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_2466 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.97 | 2.93 | 29.33 | model-npz/ResNet50_optadam_s10_e10_b4_lr00001_9692.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 0.98 | 100 | 10.44 | 27 | 24.39 |
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