name stringlengths 63 80 | samples int64 1 1k | input_dim_w int64 224 600 | input_dim_h int64 224 600 | input_dim_c int64 3 3 | output_dim int64 10 10 | optimizer stringclasses 2
values | epochs int64 1 10 | batch int64 1 64 | learn_rate float64 0 0.01 | tf_version stringclasses 1
value | cuda_version float64 12.2 12.2 | batch_time float64 0.01 190 | epoch_time float64 0.5 484 | fit_time float64 4.71 574 | npz_path stringlengths 46 63 | gpu_make stringclasses 1
value | gpu_name stringclasses 3
values | gpu_arch stringclasses 2
values | gpu_cc float64 6 8 | gpu_core_count int64 3.58k 6.91k | gpu_sm_count int64 56 108 | gpu_memory_size float64 16 80 | gpu_memory_type stringclasses 2
values | gpu_memory_bw float64 732 2.04k | gpu_tensor_core_count int64 0 640 | max_memory_util float64 0 86 | avg_memory_util float64 0 37.9 | max_gpu_util float64 0 100 | avg_gpu_util float64 0 83.1 | max_gpu_temp float64 23 69 | avg_gpu_temp float64 22.1 64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_2502 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.83 | 9.19 | 46 | model-npz/DenseNet121_optsgd_s10_e5_b2_lr00001_1381.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.97 | 74 | 5.3 | 36 | 34.53 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_1527 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 3.29 | 9.89 | 49.5 | model-npz/DenseNet121_optsgd_s10_e5_b4_lr001_2221.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 2.18 | 82 | 10.58 | 37 | 34.63 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_1664 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 3.4 | 10.23 | 51.2 | model-npz/DenseNet121_optsgd_s10_e5_b4_lr0001_2088.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 2.06 | 75 | 9.94 | 38 | 35.23 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_8235 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 3.32 | 9.98 | 49.93 | model-npz/DenseNet121_optsgd_s10_e5_b4_lr00001_1853.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 2.18 | 75 | 10.3 | 38 | 35.32 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_7398 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 5 | 10.02 | 50.14 | model-npz/DenseNet121_optsgd_s10_e5_b8_lr001_4051.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 22 | 2.3 | 79 | 10.78 | 38 | 35.44 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_1021 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 4.82 | 9.65 | 48.3 | model-npz/DenseNet121_optsgd_s10_e5_b8_lr0001_2024.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 23 | 2.51 | 75 | 10.96 | 38 | 35.94 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_1404 | 10 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 4.94 | 9.91 | 49.58 | model-npz/DenseNet121_optsgd_s10_e5_b8_lr00001_2526.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 24 | 2.43 | 78 | 11.28 | 38 | 35.93 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_3056 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.57 | 5.7 | 57.09 | model-npz/DenseNet121_optsgd_s10_e10_b1_lr001_3107.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 1.13 | 72 | 7.11 | 37 | 35.43 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2557 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.54 | 5.47 | 54.77 | model-npz/DenseNet121_optsgd_s10_e10_b1_lr0001_2911.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 1.28 | 74 | 7.97 | 36 | 34.89 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_5960 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.54 | 5.42 | 54.25 | model-npz/DenseNet121_optsgd_s10_e10_b1_lr00001_1287.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 1.13 | 73 | 7.54 | 36 | 34.87 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_1448 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.96 | 4.84 | 48.44 | model-npz/DenseNet121_optsgd_s10_e10_b2_lr001_3322.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 1.36 | 75 | 7.16 | 36 | 34.62 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr001_2812 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.98 | 4.92 | 49.25 | model-npz/DenseNet121_optsgd_s10_e10_b2_lr0001_2062.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 1.31 | 74 | 7.06 | 36 | 34.96 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr0001_4779 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.99 | 4.98 | 49.83 | model-npz/DenseNet121_optsgd_s10_e10_b2_lr00001_1179.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 1.35 | 74 | 7.27 | 36 | 34.93 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr01_2899 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 1.69 | 5.08 | 50.92 | model-npz/DenseNet121_optsgd_s10_e10_b4_lr001_3239.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 2.08 | 77 | 9.97 | 38 | 35.09 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr001_2927 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 1.73 | 5.19 | 52.02 | model-npz/DenseNet121_optsgd_s10_e10_b4_lr0001_7051.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 2.15 | 79 | 10.24 | 38 | 35.21 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b4_lr0001_1139 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.71 | 5.14 | 51.42 | model-npz/DenseNet121_optsgd_s10_e10_b4_lr00001_3346.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 20 | 2.31 | 76 | 10.8 | 38 | 35.48 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr01_2347 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 2.52 | 5.05 | 50.61 | model-npz/DenseNet121_optsgd_s10_e10_b8_lr001_1841.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 2.38 | 79 | 11.26 | 38 | 35.89 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr001_3389 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 2.51 | 5.04 | 50.48 | model-npz/DenseNet121_optsgd_s10_e10_b8_lr0001_2079.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 21 | 2.64 | 75 | 12.12 | 38 | 35.85 |
DenseNet121_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b8_lr0001_2841 | 10 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 2.52 | 5.05 | 50.54 | model-npz/DenseNet121_optsgd_s10_e10_b8_lr00001_1612.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 24 | 2.34 | 77 | 10.62 | 39 | 36.22 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr01_3302 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.54 | 54.1 | 54.13 | model-npz/DenseNet121_optsgd_s100_e1_b1_lr001_2247.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 1.3 | 74 | 7.95 | 37 | 35.88 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr001_1320 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.54 | 54.03 | 54.06 | model-npz/DenseNet121_optsgd_s100_e1_b1_lr0001_1979.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 1.24 | 74 | 8.02 | 36 | 35.07 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b1_lr0001_3851 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.54 | 54.55 | 54.57 | model-npz/DenseNet121_optsgd_s100_e1_b1_lr00001_2034.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 1.17 | 73 | 6.96 | 36 | 35.03 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr01_2710 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 0.97 | 48.6 | 48.63 | model-npz/DenseNet121_optsgd_s100_e1_b2_lr001_7992.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 1.33 | 73 | 6.95 | 36 | 34.73 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr001_1939 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 0.99 | 49.5 | 49.54 | model-npz/DenseNet121_optsgd_s100_e1_b2_lr0001_1264.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 1.18 | 75 | 6.62 | 36 | 35.03 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b2_lr0001_2629 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.97 | 48.6 | 48.63 | model-npz/DenseNet121_optsgd_s100_e1_b2_lr00001_1613.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 1.12 | 71 | 6.05 | 36 | 34.85 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr01_2406 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 1.86 | 46.47 | 46.5 | model-npz/DenseNet121_optsgd_s100_e1_b4_lr001_6667.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 1.39 | 75 | 6.22 | 36 | 34.68 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr001_2173 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 1.89 | 47.4 | 47.43 | model-npz/DenseNet121_optsgd_s100_e1_b4_lr0001_5021.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 1.49 | 74 | 6.86 | 36 | 34.8 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b4_lr0001_1066 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.85 | 46.32 | 46.34 | model-npz/DenseNet121_optsgd_s100_e1_b4_lr00001_2035.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 1.49 | 75 | 6.82 | 37 | 35.09 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr01_3263 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 3.84 | 50.04 | 50.07 | model-npz/DenseNet121_optsgd_s100_e1_b8_lr001_2535.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 2.65 | 76 | 12.35 | 38 | 35.43 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr001_2080 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 3.86 | 50.23 | 50.26 | model-npz/DenseNet121_optsgd_s100_e1_b8_lr0001_2132.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 21 | 2.62 | 79 | 12 | 39 | 35.89 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b8_lr0001_2629 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 3.82 | 49.69 | 49.72 | model-npz/DenseNet121_optsgd_s100_e1_b8_lr00001_2666.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 20 | 2.54 | 80 | 11.66 | 39 | 36 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr01_4464 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 7.43 | 52.05 | 52.08 | model-npz/DenseNet121_optsgd_s100_e1_b16_lr001_2743.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 25 | 2.88 | 75 | 12.64 | 40 | 36.56 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr001_1624 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 7.16 | 50.14 | 50.17 | model-npz/DenseNet121_optsgd_s100_e1_b16_lr0001_2489.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 32 | 3.13 | 84 | 12.86 | 40 | 36.77 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b16_lr0001_1698 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 7.44 | 52.13 | 52.16 | model-npz/DenseNet121_optsgd_s100_e1_b16_lr00001_2881.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 26 | 3.34 | 85 | 14.28 | 40 | 36.71 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr01_2067 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 13.14 | 52.58 | 52.61 | model-npz/DenseNet121_optsgd_s100_e1_b32_lr001_1500.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 38 | 4.33 | 97 | 16.73 | 41 | 37.41 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr001_1133 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 13.15 | 52.64 | 52.67 | model-npz/DenseNet121_optsgd_s100_e1_b32_lr0001_1563.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 43 | 3.46 | 87 | 13.33 | 42 | 37.92 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b32_lr0001_2037 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 13.16 | 52.69 | 52.72 | model-npz/DenseNet121_optsgd_s100_e1_b32_lr00001_1921.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 50 | 4.26 | 89 | 15.69 | 41 | 37.93 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr01_2109 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 30.4 | 60.85 | 60.88 | model-npz/DenseNet121_optsgd_s100_e1_b64_lr001_2861.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 60 | 7.55 | 99 | 25.21 | 47 | 39.63 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr001_6195 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 30.16 | 60.35 | 60.38 | model-npz/DenseNet121_optsgd_s100_e1_b64_lr0001_2739.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 60 | 7.61 | 100 | 26.54 | 49 | 41.69 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e1_b64_lr0001_1162 | 100 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 30.07 | 60.17 | 60.2 | model-npz/DenseNet121_optsgd_s100_e1_b64_lr00001_1206.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 57 | 7.44 | 98 | 26.02 | 49 | 42.53 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr01_2858 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.32 | 32.13 | 64.3 | model-npz/DenseNet121_optsgd_s100_e2_b1_lr001_3505.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 1.33 | 76 | 10.26 | 43 | 39.7 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr001_2184 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.32 | 32.23 | 64.49 | model-npz/DenseNet121_optsgd_s100_e2_b1_lr0001_7866.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 1.34 | 75 | 9.83 | 38 | 36.87 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b1_lr0001_2970 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.32 | 32.6 | 65.24 | model-npz/DenseNet121_optsgd_s100_e2_b1_lr00001_2571.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 1.52 | 75 | 9.94 | 37 | 36.02 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr01_8389 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.54 | 27.39 | 54.82 | model-npz/DenseNet121_optsgd_s100_e2_b2_lr001_3398.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 1.49 | 74 | 8.49 | 37 | 35.63 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr001_1167 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.55 | 27.77 | 55.57 | model-npz/DenseNet121_optsgd_s100_e2_b2_lr0001_2130.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 1.4 | 75 | 7.98 | 37 | 35.4 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b2_lr0001_6901 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.53 | 26.76 | 53.55 | model-npz/DenseNet121_optsgd_s100_e2_b2_lr00001_2230.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 1.5 | 73 | 8.72 | 37 | 35.25 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr01_1324 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 0.98 | 24.6 | 49.24 | model-npz/DenseNet121_optsgd_s100_e2_b4_lr001_1227.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 1.84 | 75 | 8.2 | 37 | 35.29 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr001_8467 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 0.98 | 24.62 | 49.28 | model-npz/DenseNet121_optsgd_s100_e2_b4_lr0001_5246.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 1.91 | 75 | 8.41 | 37 | 35.2 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b4_lr0001_4077 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 1 | 25.09 | 50.22 | model-npz/DenseNet121_optsgd_s100_e2_b4_lr00001_1214.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 1.81 | 75 | 8.09 | 37 | 35.18 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr01_3341 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 1.97 | 25.62 | 51.27 | model-npz/DenseNet121_optsgd_s100_e2_b8_lr001_3314.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 21 | 2.94 | 84 | 12.47 | 39 | 35.54 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr001_3377 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 2 | 26.11 | 52.26 | model-npz/DenseNet121_optsgd_s100_e2_b8_lr0001_1202.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 23 | 2.89 | 84 | 12.22 | 39 | 36.04 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b8_lr0001_2853 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 2.01 | 26.15 | 52.34 | model-npz/DenseNet121_optsgd_s100_e2_b8_lr00001_3162.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 2.75 | 83 | 11.75 | 39 | 36.06 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr01_6724 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 3.69 | 25.84 | 51.71 | model-npz/DenseNet121_optsgd_s100_e2_b16_lr001_2291.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 32 | 3.4 | 81 | 13.16 | 40 | 36.69 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr001_2609 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 3.73 | 26.16 | 52.35 | model-npz/DenseNet121_optsgd_s100_e2_b16_lr0001_2842.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 37 | 3.66 | 84 | 14.17 | 41 | 36.97 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b16_lr0001_3163 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 3.66 | 25.64 | 51.33 | model-npz/DenseNet121_optsgd_s100_e2_b16_lr00001_4990.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 32 | 3.33 | 87 | 13.12 | 41 | 36.87 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr01_3165 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 6.6 | 26.43 | 52.89 | model-npz/DenseNet121_optsgd_s100_e2_b32_lr001_1724.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 43 | 4.49 | 98 | 16.53 | 41 | 37.47 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr001_2729 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 6.64 | 26.59 | 53.21 | model-npz/DenseNet121_optsgd_s100_e2_b32_lr0001_2190.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 53 | 5.03 | 93 | 17.96 | 42 | 38.07 |
DenseNet121_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_1394 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 8.92 | 8.93 | 44.69 | model-npz/DenseNet121_optsgd_s1_e5_b1_lr0001_3254.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.93 | 72 | 4.44 | 38 | 37.64 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b32_lr0001_2781 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 6.77 | 27.11 | 54.25 | model-npz/DenseNet121_optsgd_s100_e2_b32_lr00001_2486.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 48 | 4.26 | 87 | 15.26 | 43 | 38.26 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr01_7984 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 15.47 | 30.95 | 61.94 | model-npz/DenseNet121_optsgd_s100_e2_b64_lr001_4347.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 55 | 7.53 | 100 | 26.06 | 48 | 41.19 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr001_5782 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 15.26 | 30.55 | 61.13 | model-npz/DenseNet121_optsgd_s100_e2_b64_lr0001_1806.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 56 | 7.08 | 99 | 23.8 | 50 | 43.3 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e2_b64_lr0001_2568 | 100 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 15.19 | 30.41 | 60.86 | model-npz/DenseNet121_optsgd_s100_e2_b64_lr00001_2311.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 57 | 7.82 | 99 | 26.23 | 50 | 44.34 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr01_2262 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.19 | 18.86 | 94.37 | model-npz/DenseNet121_optsgd_s100_e5_b1_lr001_2567.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 1.72 | 76 | 14.45 | 45 | 41.92 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr001_2178 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.19 | 19 | 95.03 | model-npz/DenseNet121_optsgd_s100_e5_b1_lr0001_1328.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 1.98 | 74 | 15.48 | 40 | 39.07 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b1_lr0001_8674 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.19 | 18.94 | 94.75 | model-npz/DenseNet121_optsgd_s100_e5_b1_lr00001_2044.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 1.66 | 74 | 14.71 | 39 | 37.95 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr01_2214 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.28 | 13.97 | 69.92 | model-npz/DenseNet121_optsgd_s100_e5_b2_lr001_2110.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 1.97 | 74 | 12.77 | 38 | 37.66 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr001_1918 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.28 | 13.95 | 69.81 | model-npz/DenseNet121_optsgd_s100_e5_b2_lr0001_1915.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 2 | 74 | 12.76 | 39 | 38.17 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b2_lr0001_2594 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.27 | 13.86 | 69.35 | model-npz/DenseNet121_optsgd_s100_e5_b2_lr00001_2279.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 2.11 | 75 | 12.71 | 39 | 38.36 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr01_3058 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.45 | 11.42 | 57.15 | model-npz/DenseNet121_optsgd_s100_e5_b4_lr001_2351.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 2.59 | 76 | 11.05 | 40 | 38.37 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr001_8951 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.45 | 11.43 | 57.19 | model-npz/DenseNet121_optsgd_s100_e5_b4_lr0001_3083.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 2.6 | 74 | 11.27 | 41 | 38.72 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b4_lr0001_2110 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.45 | 11.26 | 56.36 | model-npz/DenseNet121_optsgd_s100_e5_b4_lr00001_1334.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 2.75 | 76 | 12 | 40 | 38.53 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr01_9779 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.86 | 11.27 | 56.4 | model-npz/DenseNet121_optsgd_s100_e5_b8_lr001_2176.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 26 | 3.98 | 81 | 14.86 | 42 | 39.24 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr001_4204 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 0.87 | 11.34 | 56.74 | model-npz/DenseNet121_optsgd_s100_e5_b8_lr0001_4619.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 27 | 3.74 | 80 | 14.36 | 42 | 39.31 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b8_lr0001_2856 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.87 | 11.33 | 56.71 | model-npz/DenseNet121_optsgd_s100_e5_b8_lr00001_2773.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 20 | 3.98 | 85 | 15.17 | 42 | 39.65 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_3007 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 1.56 | 10.93 | 54.69 | model-npz/DenseNet121_optsgd_s100_e5_b16_lr001_8245.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 32 | 5.12 | 83 | 17.9 | 44 | 40.04 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_1472 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 1.54 | 10.79 | 53.99 | model-npz/DenseNet121_optsgd_s100_e5_b16_lr0001_1139.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 35 | 4.89 | 86 | 16.79 | 44 | 40.28 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_1874 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 1.55 | 10.9 | 54.53 | model-npz/DenseNet121_optsgd_s100_e5_b16_lr00001_2213.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 34 | 4.43 | 83 | 15.3 | 44 | 40.55 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2988 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 2.8 | 11.21 | 56.13 | model-npz/DenseNet121_optsgd_s100_e5_b32_lr001_2559.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 50 | 5.65 | 98 | 18.91 | 45 | 40.96 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_1113 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 2.8 | 11.24 | 56.23 | model-npz/DenseNet121_optsgd_s100_e5_b32_lr0001_3169.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 51 | 5.95 | 92 | 19.13 | 45 | 41.43 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_1575 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 2.75 | 11.03 | 55.2 | model-npz/DenseNet121_optsgd_s100_e5_b32_lr00001_3308.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 49 | 5.86 | 89 | 19.95 | 46 | 41.63 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_1635 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 6.27 | 12.55 | 62.78 | model-npz/DenseNet121_optsgd_s100_e5_b64_lr001_2145.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 56 | 8.76 | 100 | 28.96 | 49 | 43.09 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1108 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 6.26 | 12.53 | 62.69 | model-npz/DenseNet121_optsgd_s100_e5_b64_lr0001_1583.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 57 | 9 | 99 | 29 | 50 | 44.56 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_1553 | 100 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 6.31 | 12.64 | 63.23 | model-npz/DenseNet121_optsgd_s100_e5_b64_lr00001_9078.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 60 | 8.71 | 99 | 26.72 | 51 | 45.34 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_2662 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.14 | 14.74 | 147.43 | model-npz/DenseNet121_optsgd_s100_e10_b1_lr001_1967.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 2.13 | 72 | 18.36 | 47 | 41.03 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_2540 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.14 | 14.41 | 144.17 | model-npz/DenseNet121_optsgd_s100_e10_b1_lr0001_6615.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 1.92 | 74 | 18.56 | 39 | 38.03 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_7474 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 14.53 | 145.42 | model-npz/DenseNet121_optsgd_s100_e10_b1_lr00001_7371.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 1.91 | 73 | 18.2 | 39 | 37.87 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_7554 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.19 | 9.44 | 94.5 | model-npz/DenseNet121_optsgd_s100_e10_b2_lr001_2565.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 2.55 | 74 | 17.39 | 39 | 37.77 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_4273 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.19 | 9.52 | 95.3 | model-npz/DenseNet121_optsgd_s100_e10_b2_lr0001_2520.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 2.42 | 76 | 16.75 | 39 | 38.27 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_1406 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.19 | 9.46 | 94.64 | model-npz/DenseNet121_optsgd_s100_e10_b2_lr00001_2394.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 2.46 | 73 | 17.19 | 39 | 38.44 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_1652 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.28 | 7.12 | 71.25 | model-npz/DenseNet121_optsgd_s100_e10_b4_lr001_2662.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 20 | 3.6 | 76 | 15.1 | 41 | 38.6 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_1833 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.28 | 7.13 | 71.34 | model-npz/DenseNet121_optsgd_s100_e10_b4_lr0001_2522.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 20 | 3.74 | 75 | 15.33 | 41 | 39.41 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_1479 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.28 | 7.02 | 70.3 | model-npz/DenseNet121_optsgd_s100_e10_b4_lr00001_7826.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 3.75 | 76 | 15.99 | 41 | 39.47 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_7191 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 0.49 | 6.41 | 64.16 | model-npz/DenseNet121_optsgd_s100_e10_b8_lr001_2377.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 21 | 5.27 | 86 | 18.04 | 43 | 39.95 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_2143 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 0.5 | 6.6 | 66.06 | model-npz/DenseNet121_optsgd_s100_e10_b8_lr0001_2686.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 28 | 5.13 | 85 | 18.07 | 43 | 40.47 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_1652 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.5 | 6.52 | 65.28 | model-npz/DenseNet121_optsgd_s100_e10_b8_lr00001_5032.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 29 | 5.28 | 87 | 18.08 | 43 | 40.87 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_9843 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 16 | 0.01 | 2.15.1 | 12.2 | 0.85 | 5.99 | 59.95 | model-npz/DenseNet121_optsgd_s100_e10_b16_lr001_1483.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 38 | 6.08 | 88 | 18.36 | 45 | 40.92 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_3157 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 0.84 | 5.92 | 59.27 | model-npz/DenseNet121_optsgd_s100_e10_b16_lr0001_3022.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 34 | 6.59 | 86 | 20.74 | 46 | 41.85 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_1198 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.85 | 5.97 | 59.78 | model-npz/DenseNet121_optsgd_s100_e10_b16_lr00001_1788.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 34 | 5.83 | 80 | 18.24 | 46 | 41.81 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_2423 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 1.46 | 5.87 | 58.81 | model-npz/DenseNet121_optsgd_s100_e10_b32_lr001_2445.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 51 | 7.58 | 92 | 23.04 | 47 | 42.39 |
DenseNet121_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_3306 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 1.47 | 5.91 | 59.14 | model-npz/DenseNet121_optsgd_s100_e10_b32_lr0001_1069.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 47 | 7.1 | 88 | 21.27 | 47 | 42.57 |
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