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DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1138 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 1.55 | 6.21 | 62.12 | model-npz/DenseNet121_optadam_s100_e10_b32_lr00001_1257.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 3.12 | 79 | 13.53 | 35 | 28.82 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_1649 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 3.19 | 6.38 | 63.88 | model-npz/DenseNet121_optadam_s100_e10_b64_lr001_2656.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 46 | 4.61 | 100 | 16.42 | 37 | 29.68 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_8157 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 3.22 | 6.43 | 64.41 | model-npz/DenseNet121_optadam_s100_e10_b64_lr0001_3198.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 46 | 5.38 | 100 | 18.48 | 38 | 30.03 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_2353 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 3.23 | 6.46 | 64.62 | model-npz/DenseNet121_optadam_s100_e10_b64_lr00001_2765.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 46 | 4.47 | 100 | 16.3 | 38 | 30.29 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_3293 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.1 | 98.65 | 98.67 | model-npz/DenseNet121_optadam_s1000_e1_b1_lr001_2802.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.72 | 100 | 19.59 | 31 | 28.65 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_1010 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.1 | 98.86 | 98.88 | model-npz/DenseNet121_optadam_s1000_e1_b1_lr0001_1690.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.73 | 100 | 20.21 | 29 | 28.07 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_7358 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.1 | 99.9 | 99.93 | model-npz/DenseNet121_optadam_s1000_e1_b1_lr00001_3030.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.72 | 100 | 20.02 | 29 | 27.81 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1669 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 0.15 | 76.64 | 76.66 | model-npz/DenseNet121_optadam_s1000_e1_b2_lr001_3086.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1 | 100 | 15.77 | 30 | 27.89 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_2242 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 0.15 | 76 | 76.03 | model-npz/DenseNet121_optadam_s1000_e1_b2_lr0001_1465.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.95 | 100 | 15.28 | 30 | 28.42 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_6861 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.15 | 76.14 | 76.19 | model-npz/DenseNet121_optadam_s1000_e1_b2_lr00001_2517.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.9 | 100 | 14.75 | 30 | 28.48 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_1169 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 0.26 | 64.19 | 64.25 | model-npz/DenseNet121_optadam_s1000_e1_b4_lr001_6801.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.12 | 100 | 12.64 | 30 | 28.41 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_1664 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 0.26 | 64.89 | 64.95 | model-npz/DenseNet121_optadam_s1000_e1_b4_lr0001_2788.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.07 | 100 | 11.71 | 30 | 28.38 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1600 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.26 | 65.36 | 65.38 | model-npz/DenseNet121_optadam_s1000_e1_b4_lr00001_1491.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.96 | 100 | 11.87 | 30 | 28.4 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_2688 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 0.48 | 59.84 | 59.89 | model-npz/DenseNet121_optadam_s1000_e1_b8_lr001_3711.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1.43 | 100 | 10.33 | 31 | 28.35 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_2442 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 0.47 | 58.93 | 58.96 | model-npz/DenseNet121_optadam_s1000_e1_b8_lr0001_2051.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.54 | 100 | 10.89 | 31 | 28.38 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_2732 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.47 | 59.33 | 59.35 | model-npz/DenseNet121_optadam_s1000_e1_b8_lr00001_1489.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.54 | 100 | 11.02 | 31 | 28.32 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_2667 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 0.98 | 61.82 | 61.86 | model-npz/DenseNet121_optadam_s1000_e1_b16_lr001_2519.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 2.53 | 100 | 13.34 | 33 | 28.65 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_1885 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 0.99 | 62.41 | 62.45 | model-npz/DenseNet121_optadam_s1000_e1_b16_lr0001_5434.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 2.53 | 100 | 13.71 | 33 | 28.66 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_5647 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.99 | 62.42 | 62.45 | model-npz/DenseNet121_optadam_s1000_e1_b16_lr00001_2657.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 2.76 | 100 | 14.87 | 33 | 28.59 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1426 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 1.99 | 63.68 | 63.72 | model-npz/DenseNet121_optadam_s1000_e1_b32_lr001_5899.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 3 | 100 | 13.36 | 35 | 28.74 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_1924 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 1.93 | 61.63 | 61.66 | model-npz/DenseNet121_optadam_s1000_e1_b32_lr0001_3302.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 3.35 | 100 | 14.65 | 35 | 28.75 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3394 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 1.91 | 61.19 | 61.21 | model-npz/DenseNet121_optadam_s1000_e1_b32_lr00001_1936.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 3.18 | 100 | 14.58 | 35 | 28.88 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1699 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 4.03 | 64.55 | 64.59 | model-npz/DenseNet121_optadam_s1000_e1_b64_lr001_1802.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 51 | 5.28 | 100 | 18.23 | 37 | 29.51 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_2730 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 4.05 | 64.78 | 64.83 | model-npz/DenseNet121_optadam_s1000_e1_b64_lr0001_4140.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 52 | 4.67 | 100 | 15.53 | 38 | 29.83 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_4491 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 4 | 64.04 | 64.06 | model-npz/DenseNet121_optadam_s1000_e1_b64_lr00001_2084.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 50 | 5.11 | 100 | 17.71 | 37 | 29.94 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3296 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.07 | 71.84 | 143.71 | model-npz/DenseNet121_optadam_s1000_e2_b1_lr001_1986.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.78 | 100 | 25.42 | 30 | 28.71 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_1614 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.07 | 72.34 | 144.73 | model-npz/DenseNet121_optadam_s1000_e2_b1_lr0001_1137.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.8 | 100 | 25.65 | 29 | 28.14 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_3258 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.07 | 73.13 | 146.32 | model-npz/DenseNet121_optadam_s1000_e2_b1_lr00001_2325.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.8 | 100 | 25.52 | 29 | 27.71 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1336 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.1 | 50.32 | 100.69 | model-npz/DenseNet121_optadam_s1000_e2_b2_lr001_2951.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.21 | 100 | 20.9 | 29 | 27.96 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2132 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.1 | 49.62 | 99.27 | model-npz/DenseNet121_optadam_s1000_e2_b2_lr0001_2289.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.2 | 100 | 20.8 | 29 | 27.95 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2091 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.1 | 49.89 | 99.81 | model-npz/DenseNet121_optadam_s1000_e2_b2_lr00001_5976.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.19 | 100 | 20.68 | 30 | 28.08 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_3401 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 0.15 | 38.47 | 76.96 | model-npz/DenseNet121_optadam_s1000_e2_b4_lr001_2101.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.33 | 100 | 16.52 | 30 | 27.93 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_2133 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 0.15 | 38.78 | 77.59 | model-npz/DenseNet121_optadam_s1000_e2_b4_lr0001_2669.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.34 | 100 | 16.37 | 30 | 27.93 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_9805 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.15 | 38.17 | 76.37 | model-npz/DenseNet121_optadam_s1000_e2_b4_lr00001_8245.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.42 | 100 | 16.98 | 30 | 27.9 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_2448 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 0.26 | 33.15 | 66.33 | model-npz/DenseNet121_optadam_s1000_e2_b8_lr001_1717.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 2.1 | 100 | 14.7 | 31 | 27.98 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_9914 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 0.26 | 32.62 | 65.26 | model-npz/DenseNet121_optadam_s1000_e2_b8_lr0001_2145.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 2.02 | 100 | 14.23 | 31 | 27.96 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_3236 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.26 | 32.86 | 65.77 | model-npz/DenseNet121_optadam_s1000_e2_b8_lr00001_2778.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1.98 | 100 | 13.6 | 31 | 27.73 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_3787 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 0.53 | 33.15 | 66.36 | model-npz/DenseNet121_optadam_s1000_e2_b16_lr001_1271.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 3.24 | 100 | 15.58 | 33 | 28.32 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1243 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 0.53 | 33.34 | 66.7 | model-npz/DenseNet121_optadam_s1000_e2_b16_lr0001_3090.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 3.27 | 100 | 15.33 | 33 | 28.25 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3414 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.52 | 33.03 | 66.09 | model-npz/DenseNet121_optadam_s1000_e2_b16_lr00001_1857.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 3.41 | 90 | 15.91 | 33 | 28.53 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_9170 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 0.99 | 31.85 | 63.75 | model-npz/DenseNet121_optadam_s1000_e2_b32_lr001_2606.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 4.1 | 100 | 16.37 | 35 | 28.88 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1743 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 1.01 | 32.22 | 64.46 | model-npz/DenseNet121_optadam_s1000_e2_b32_lr0001_2045.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 4.05 | 100 | 15.41 | 35 | 28.95 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2566 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 1.01 | 32.24 | 64.5 | model-npz/DenseNet121_optadam_s1000_e2_b32_lr00001_1665.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 4.19 | 100 | 15.85 | 36 | 28.96 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_7026 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 2.09 | 33.38 | 66.81 | model-npz/DenseNet121_optadam_s1000_e2_b64_lr001_9171.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 51 | 5.89 | 95 | 18.54 | 38 | 29.63 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_1529 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 2.09 | 33.41 | 66.85 | model-npz/DenseNet121_optadam_s1000_e2_b64_lr0001_3148.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 52 | 6.18 | 100 | 19.96 | 37 | 29.72 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_8243 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 2.08 | 33.24 | 66.51 | model-npz/DenseNet121_optadam_s1000_e2_b64_lr00001_2674.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 6.33 | 100 | 19.66 | 38 | 29.58 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_1636 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.06 | 56.47 | 282.38 | model-npz/DenseNet121_optadam_s1000_e5_b1_lr001_2959.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.89 | 100 | 31.75 | 30 | 27.97 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_1211 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.07 | 33.9 | 169.56 | model-npz/DenseNet121_optadam_s1000_e5_b2_lr001_1059.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.52 | 51 | 28.4 | 29 | 28.26 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_1986 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.07 | 34.32 | 171.64 | model-npz/DenseNet121_optadam_s1000_e5_b2_lr0001_2685.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.5 | 100 | 28.11 | 29 | 28.35 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_3534 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.07 | 33.38 | 166.95 | model-npz/DenseNet121_optadam_s1000_e5_b2_lr00001_8583.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.48 | 100 | 28.82 | 30 | 28.56 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_6171 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.09 | 22.46 | 112.35 | model-npz/DenseNet121_optadam_s1000_e5_b4_lr001_1572.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.91 | 100 | 24.77 | 31 | 29.04 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_1108 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.09 | 22.5 | 112.54 | model-npz/DenseNet121_optadam_s1000_e5_b4_lr0001_2046.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.91 | 54 | 24.29 | 31 | 29.05 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_2249 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.05 | 55.15 | 275.8 | model-npz/DenseNet121_optadam_s1000_e5_b1_lr0001_1889.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.85 | 53 | 30.69 | 30 | 28.3 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2410 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.06 | 61.95 | 309.78 | model-npz/DenseNet121_optadam_s1000_e5_b1_lr00001_2792.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.89 | 100 | 31.06 | 29 | 27.11 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_7749 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.09 | 22.63 | 113.18 | model-npz/DenseNet121_optadam_s1000_e5_b4_lr00001_8222.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.77 | 100 | 24.07 | 31 | 28.63 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_4113 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.13 | 16.87 | 84.39 | model-npz/DenseNet121_optadam_s1000_e5_b8_lr001_2601.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 3.09 | 100 | 21.17 | 32 | 28.77 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_1335 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 0.13 | 16.88 | 84.45 | model-npz/DenseNet121_optadam_s1000_e5_b8_lr0001_1714.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 3.13 | 100 | 21.52 | 32 | 28.84 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1259 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 17.32 | 86.63 | model-npz/DenseNet121_optadam_s1000_e5_b8_lr00001_2549.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 2.98 | 100 | 20.38 | 33 | 28.87 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_2157 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 0.25 | 15.51 | 77.6 | model-npz/DenseNet121_optadam_s1000_e5_b16_lr001_3156.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 5.09 | 100 | 22.07 | 35 | 29.08 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_3528 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 0.25 | 16.01 | 80.13 | model-npz/DenseNet121_optadam_s1000_e5_b16_lr0001_1272.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 19 | 4.83 | 100 | 20.34 | 34 | 29.19 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_5685 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.24 | 15.38 | 76.91 | model-npz/DenseNet121_optadam_s1000_e5_b16_lr00001_2407.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 5.04 | 100 | 21.68 | 35 | 29.2 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2233 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 0.46 | 14.61 | 73.09 | model-npz/DenseNet121_optadam_s1000_e5_b32_lr001_1081.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 6.45 | 100 | 20.91 | 36 | 29.49 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_1946 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 0.45 | 14.42 | 72.14 | model-npz/DenseNet121_optadam_s1000_e5_b32_lr0001_4210.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 6.97 | 100 | 22.42 | 37 | 29.55 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_5151 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.45 | 14.53 | 72.69 | model-npz/DenseNet121_optadam_s1000_e5_b32_lr00001_2325.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 6.59 | 100 | 20.79 | 38 | 29.66 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_3636 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 0.9 | 14.4 | 72.05 | model-npz/DenseNet121_optadam_s1000_e5_b64_lr001_4785.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 9.39 | 100 | 25.15 | 41 | 30.48 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_1307 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 0.9 | 14.47 | 72.39 | model-npz/DenseNet121_optadam_s1000_e5_b64_lr0001_1917.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 9.01 | 100 | 23.93 | 39 | 30.61 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_4474 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.9 | 14.47 | 72.39 | model-npz/DenseNet121_optadam_s1000_e5_b64_lr00001_4083.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 52 | 8.86 | 100 | 23.15 | 41 | 30.75 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_1402 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.05 | 50.85 | 508.54 | model-npz/DenseNet121_optadam_s1000_e10_b1_lr001_5717.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.93 | 99 | 35.04 | 32 | 28.21 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_7348 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.05 | 50.55 | 505.59 | model-npz/DenseNet121_optadam_s1000_e10_b1_lr0001_6416.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.93 | 100 | 35.01 | 29 | 28.2 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_7144 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.05 | 51.01 | 510.1 | model-npz/DenseNet121_optadam_s1000_e10_b1_lr00001_2222.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.93 | 100 | 35.16 | 29 | 27.9 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_8793 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.05 | 27.76 | 277.61 | model-npz/DenseNet121_optadam_s1000_e10_b2_lr001_2531.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.67 | 100 | 34.25 | 30 | 28.42 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_6429 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.05 | 27.55 | 275.56 | model-npz/DenseNet121_optadam_s1000_e10_b2_lr0001_2797.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.68 | 100 | 34.17 | 30 | 28.53 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_3373 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.06 | 28.69 | 286.96 | model-npz/DenseNet121_optadam_s1000_e10_b2_lr00001_2324.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.69 | 100 | 33.14 | 30 | 28.91 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_2659 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.07 | 16.83 | 168.35 | model-npz/DenseNet121_optadam_s1000_e10_b4_lr001_5922.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 2.47 | 100 | 32.25 | 31 | 28.88 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_5176 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.07 | 17.4 | 174.08 | model-npz/DenseNet121_optadam_s1000_e10_b4_lr0001_8517.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 2.17 | 100 | 30.57 | 31 | 28.96 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_2103 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.07 | 17.06 | 170.61 | model-npz/DenseNet121_optadam_s1000_e10_b4_lr00001_2370.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 2.37 | 100 | 31.84 | 31 | 29.32 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_4144 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 0.09 | 11.49 | 115 | model-npz/DenseNet121_optadam_s1000_e10_b8_lr001_2270.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 4.38 | 100 | 29.46 | 32 | 29.46 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_2796 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 0.09 | 11.47 | 114.72 | model-npz/DenseNet121_optadam_s1000_e10_b8_lr0001_2004.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 4.33 | 100 | 29.48 | 33 | 29.52 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2548 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.09 | 11.67 | 116.74 | model-npz/DenseNet121_optadam_s1000_e10_b8_lr00001_3350.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 4.35 | 100 | 29.04 | 33 | 29.79 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_7276 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.01 | 2.15.1 | 12.2 | 0.15 | 9.49 | 94.91 | model-npz/DenseNet121_optadam_s1000_e10_b16_lr001_3397.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 7.36 | 100 | 28.68 | 36 | 30.24 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_2522 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 0.15 | 9.43 | 94.36 | model-npz/DenseNet121_optadam_s1000_e10_b16_lr0001_3375.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 7.26 | 100 | 28.31 | 36 | 30.55 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1805 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.15 | 9.5 | 95 | model-npz/DenseNet121_optadam_s1000_e10_b16_lr00001_2859.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 7.26 | 71 | 28.72 | 36 | 30.6 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_2000 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 0.26 | 8.46 | 84.59 | model-npz/DenseNet121_optadam_s1000_e10_b32_lr001_6060.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 9.83 | 100 | 27.19 | 37 | 30.7 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_6199 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 0.27 | 8.57 | 85.76 | model-npz/DenseNet121_optadam_s1000_e10_b32_lr0001_9514.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 9.71 | 100 | 27.28 | 37 | 30.68 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_1283 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.26 | 8.38 | 83.89 | model-npz/DenseNet121_optadam_s1000_e10_b32_lr00001_1037.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 9.95 | 100 | 27.91 | 39 | 30.98 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_3026 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 0.51 | 8.13 | 81.36 | model-npz/DenseNet121_optadam_s1000_e10_b64_lr001_3933.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 52 | 12.48 | 100 | 29.11 | 42 | 31.96 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_2042 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 0.51 | 8.18 | 81.88 | model-npz/DenseNet121_optadam_s1000_e10_b64_lr0001_1163.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 12.57 | 100 | 29.11 | 42 | 32.29 |
DenseNet121_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2279 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.51 | 8.14 | 81.47 | model-npz/DenseNet121_optadam_s1000_e10_b64_lr00001_2638.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 12.58 | 100 | 29.33 | 43 | 32.39 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_1227 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 33.25 | 33.26 | 33.29 | model-npz/DenseNet121_optsgd_s1_e1_b1_lr001_1444.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.68 | 100 | 7.32 | 33 | 29.39 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_2417 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 32.96 | 32.97 | 32.99 | model-npz/DenseNet121_optsgd_s1_e1_b1_lr0001_1541.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.74 | 100 | 9.12 | 29 | 27.5 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1963 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 32.49 | 32.5 | 32.52 | model-npz/DenseNet121_optsgd_s1_e1_b1_lr00001_2679.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.77 | 100 | 9.61 | 29 | 27.15 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_2482 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 16.69 | 16.7 | 33.43 | model-npz/DenseNet121_optsgd_s1_e2_b1_lr001_1297.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.75 | 100 | 8.61 | 28 | 26.56 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_1281 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 16.52 | 16.52 | 33.06 | model-npz/DenseNet121_optsgd_s1_e2_b1_lr0001_1658.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.75 | 100 | 8.95 | 28 | 26.47 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_3070 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 16.4 | 16.41 | 32.84 | model-npz/DenseNet121_optsgd_s1_e2_b1_lr00001_9360.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.72 | 100 | 8.93 | 28 | 26.53 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_7502 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 6.87 | 6.87 | 34.39 | model-npz/DenseNet121_optsgd_s1_e5_b1_lr001_2590.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.73 | 100 | 8.83 | 28 | 26.39 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_1479 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 6.69 | 6.7 | 33.51 | model-npz/DenseNet121_optsgd_s1_e5_b1_lr0001_2379.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.67 | 100 | 8.32 | 28 | 26.48 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_1391 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 6.57 | 6.58 | 32.92 | model-npz/DenseNet121_optsgd_s1_e5_b1_lr00001_2910.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.8 | 100 | 9.49 | 29 | 26.41 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_2514 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 3.36 | 3.37 | 33.69 | model-npz/DenseNet121_optsgd_s1_e10_b1_lr001_1386.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.77 | 100 | 9.55 | 28 | 26.37 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_1048 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 3.38 | 3.38 | 33.88 | model-npz/DenseNet121_optsgd_s1_e10_b1_lr0001_4869.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.77 | 100 | 9.52 | 29 | 26.44 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_1714 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 3.34 | 3.34 | 33.47 | model-npz/DenseNet121_optsgd_s1_e10_b1_lr00001_8954.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.67 | 100 | 8.16 | 28 | 26.4 |
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