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_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2206 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 13.94 | 13.96 | 69.83 | model-npz/DenseNet121_optadam_s1_e5_b1_lr00001_2943.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.79 | 59 | 2.85 | 34 | 31.09 |
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_6355 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 6.96 | 6.97 | 69.81 | model-npz/DenseNet121_optadam_s1_e10_b1_lr001_2538.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 15 | 0.8 | 55 | 3.02 | 31 | 29.56 |
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_3401 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 7.03 | 7.04 | 70.5 | model-npz/DenseNet121_optadam_s1_e10_b1_lr0001_2728.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 0.75 | 60 | 2.76 | 32 | 30.42 |
DenseNet121_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_5024 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 6.88 | 6.89 | 68.99 | model-npz/DenseNet121_optadam_s1_e10_b1_lr00001_8435.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.92 | 57 | 3.28 | 32 | 31.48 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_3370 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 7.03 | 70.31 | 70.35 | model-npz/DenseNet121_optadam_s10_e1_b1_lr001_1872.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.75 | 56 | 2.83 | 34 | 31.1 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2759 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 6.96 | 69.66 | 69.7 | model-npz/DenseNet121_optadam_s10_e1_b1_lr0001_1158.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 14 | 0.87 | 57 | 3.42 | 31 | 29.67 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_3233 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 6.94 | 69.46 | 69.5 | model-npz/DenseNet121_optadam_s10_e1_b1_lr00001_1495.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.83 | 58 | 3.11 | 32 | 30.38 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_2408 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 13.99 | 69.99 | 70.02 | model-npz/DenseNet121_optadam_s10_e1_b2_lr001_2434.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 18 | 0.74 | 61 | 2.67 | 33 | 31.51 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_2546 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 13.87 | 69.42 | 69.47 | model-npz/DenseNet121_optadam_s10_e1_b2_lr0001_1031.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.98 | 57 | 3.83 | 34 | 31.13 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_7896 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 13.99 | 69.98 | 70.01 | model-npz/DenseNet121_optadam_s10_e1_b2_lr00001_3311.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.85 | 59 | 3.19 | 31 | 29.64 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_3007 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 24.23 | 72.71 | 72.75 | model-npz/DenseNet121_optadam_s10_e1_b4_lr001_1029.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 24 | 1.82 | 77 | 6.38 | 35 | 30.75 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_3378 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 24.43 | 73.34 | 73.38 | model-npz/DenseNet121_optadam_s10_e1_b4_lr0001_2200.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 1.76 | 78 | 6.22 | 35 | 31.99 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2389 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 24.34 | 73.05 | 73.09 | model-npz/DenseNet121_optadam_s10_e1_b4_lr00001_3257.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 22 | 1.62 | 79 | 5.85 | 35 | 31.76 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_5093 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 36.96 | 73.95 | 73.99 | model-npz/DenseNet121_optadam_s10_e1_b8_lr001_1925.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 1.84 | 79 | 6.44 | 35 | 30.59 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_1429 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 36.99 | 74.02 | 74.05 | model-npz/DenseNet121_optadam_s10_e1_b8_lr0001_1166.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 20 | 2.04 | 76 | 7.21 | 35 | 31.51 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_5194 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 36.7 | 73.43 | 73.47 | model-npz/DenseNet121_optadam_s10_e1_b8_lr00001_1293.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 22 | 1.79 | 77 | 6.17 | 35 | 32.23 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_1422 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 3.48 | 34.82 | 69.68 | model-npz/DenseNet121_optadam_s10_e2_b1_lr001_1568.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.87 | 56 | 3.29 | 34 | 32.96 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_2099 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 3.55 | 35.5 | 71.03 | model-npz/DenseNet121_optadam_s10_e2_b1_lr0001_1104.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.74 | 55 | 2.96 | 34 | 31.78 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_2495 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 3.53 | 35.33 | 70.7 | model-npz/DenseNet121_optadam_s10_e2_b1_lr00001_3369.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 0.79 | 59 | 3.11 | 32 | 30.05 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2719 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 7.04 | 35.24 | 70.51 | model-npz/DenseNet121_optadam_s10_e2_b2_lr001_2451.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 0.81 | 60 | 3.16 | 32 | 30.59 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_3383 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 7.06 | 35.35 | 70.74 | model-npz/DenseNet121_optadam_s10_e2_b2_lr0001_5091.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 0.71 | 57 | 2.49 | 33 | 31.54 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1650 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 7.04 | 35.22 | 70.47 | model-npz/DenseNet121_optadam_s10_e2_b2_lr00001_2077.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 15 | 1.01 | 59 | 4.11 | 34 | 31.21 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_3287 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 12.42 | 37.27 | 74.59 | model-npz/DenseNet121_optadam_s10_e2_b4_lr001_9206.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 1.68 | 79 | 5.96 | 34 | 29.85 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_2398 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 12.36 | 37.11 | 74.26 | model-npz/DenseNet121_optadam_s10_e2_b4_lr0001_2554.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 1.63 | 80 | 5.74 | 34 | 30.64 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1911 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 12.18 | 36.57 | 73.18 | model-npz/DenseNet121_optadam_s10_e2_b4_lr00001_1178.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 1.87 | 78 | 6.67 | 35 | 31.53 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_1073 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 18.33 | 36.69 | 73.42 | model-npz/DenseNet121_optadam_s10_e2_b8_lr001_8566.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 22 | 1.95 | 81 | 6.4 | 36 | 32.46 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_2800 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 18.5 | 37.02 | 74.07 | model-npz/DenseNet121_optadam_s10_e2_b8_lr0001_1259.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 39 | 1.97 | 71 | 6.61 | 36 | 32.13 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2583 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 18.11 | 36.24 | 72.52 | model-npz/DenseNet121_optadam_s10_e2_b8_lr00001_1971.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 32 | 2.14 | 67 | 7.22 | 34 | 30.92 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_7269 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 1.44 | 14.41 | 72.11 | model-npz/DenseNet121_optadam_s10_e5_b1_lr001_2429.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 15 | 0.95 | 55 | 4.21 | 32 | 31.2 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_1651 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 1.44 | 14.48 | 72.47 | model-npz/DenseNet121_optadam_s10_e5_b1_lr0001_2211.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.82 | 57 | 3.68 | 33 | 31.49 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_1396 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 1.48 | 14.84 | 74.24 | model-npz/DenseNet121_optadam_s10_e5_b1_lr00001_6818.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 15 | 0.97 | 56 | 4.3 | 34 | 30.83 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_2094 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 2.85 | 14.26 | 71.34 | model-npz/DenseNet121_optadam_s10_e5_b2_lr001_2227.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 0.95 | 57 | 3.96 | 31 | 29.55 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_5705 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 2.83 | 14.17 | 70.9 | model-npz/DenseNet121_optadam_s10_e5_b2_lr0001_1345.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.9 | 56 | 3.66 | 32 | 30.25 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_1313 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 2.81 | 14.06 | 70.35 | model-npz/DenseNet121_optadam_s10_e5_b2_lr00001_1198.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 18 | 0.89 | 61 | 3.66 | 32 | 31.1 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_1526 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 4.95 | 14.88 | 74.44 | model-npz/DenseNet121_optadam_s10_e5_b4_lr001_1032.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 24 | 1.92 | 81 | 6.97 | 34 | 31.01 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_1206 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 4.95 | 14.87 | 74.43 | model-npz/DenseNet121_optadam_s10_e5_b4_lr0001_1673.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 21 | 1.81 | 79 | 6.68 | 34 | 31.4 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_3694 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 5.07 | 15.24 | 76.27 | model-npz/DenseNet121_optadam_s10_e5_b4_lr00001_5255.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 22 | 1.61 | 80 | 5.71 | 34 | 30.64 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_1547 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 7.47 | 14.97 | 74.89 | model-npz/DenseNet121_optadam_s10_e5_b8_lr001_9277.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 22 | 1.93 | 75 | 6.59 | 35 | 31.33 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_2674 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 7.48 | 14.98 | 74.93 | model-npz/DenseNet121_optadam_s10_e5_b8_lr0001_1529.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 34 | 2.09 | 72 | 6.66 | 35 | 31.77 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_2996 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 7.43 | 14.88 | 74.43 | model-npz/DenseNet121_optadam_s10_e5_b8_lr00001_2268.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 22 | 2.14 | 77 | 7.18 | 36 | 32.8 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_2785 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.78 | 7.87 | 78.81 | model-npz/DenseNet121_optadam_s10_e10_b1_lr001_1598.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 1.08 | 59 | 5.22 | 34 | 32.81 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_1542 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.77 | 7.78 | 77.84 | model-npz/DenseNet121_optadam_s10_e10_b1_lr0001_1375.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 15 | 0.91 | 56 | 4.75 | 34 | 31.39 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_2667 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.79 | 7.95 | 79.6 | model-npz/DenseNet121_optadam_s10_e10_b1_lr00001_4815.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.83 | 58 | 4.5 | 31 | 29.4 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_2649 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 1.47 | 7.38 | 73.91 | model-npz/DenseNet121_optadam_s10_e10_b2_lr001_8576.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 1.09 | 60 | 4.89 | 31 | 29.49 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_4939 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 1.47 | 7.39 | 74.02 | model-npz/DenseNet121_optadam_s10_e10_b2_lr0001_4042.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 15 | 1.02 | 61 | 4.57 | 31 | 29.9 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_3088 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.49 | 7.45 | 74.62 | model-npz/DenseNet121_optadam_s10_e10_b2_lr00001_1977.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 15 | 0.84 | 59 | 3.86 | 32 | 30.51 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_1046 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 2.55 | 7.66 | 76.65 | model-npz/DenseNet121_optadam_s10_e10_b4_lr001_2918.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 22 | 1.67 | 75 | 5.9 | 35 | 31.42 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_2262 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 2.52 | 7.57 | 75.75 | model-npz/DenseNet121_optadam_s10_e10_b4_lr0001_5057.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 22 | 1.91 | 77 | 6.84 | 36 | 32.64 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_6851 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 2.58 | 7.74 | 77.53 | model-npz/DenseNet121_optadam_s10_e10_b4_lr00001_1766.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 1.81 | 75 | 6.74 | 35 | 31.96 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_1464 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 3.76 | 7.53 | 75.37 | model-npz/DenseNet121_optadam_s10_e10_b8_lr001_1630.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 37 | 2.31 | 74 | 7.64 | 35 | 31.75 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_1291 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 3.79 | 7.59 | 75.98 | model-npz/DenseNet121_optadam_s10_e10_b8_lr0001_2063.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 1.88 | 75 | 6.22 | 35 | 31 |
DenseNet121_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_3176 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 3.8 | 7.61 | 76.16 | model-npz/DenseNet121_optadam_s10_e10_b8_lr00001_2894.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 25 | 2.09 | 67 | 6.96 | 35 | 31.5 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_8720 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.79 | 79.39 | 79.42 | model-npz/DenseNet121_optadam_s100_e1_b1_lr001_1236.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.99 | 56 | 4.93 | 33 | 31.51 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_2166 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.79 | 79.26 | 79.3 | model-npz/DenseNet121_optadam_s100_e1_b1_lr0001_2927.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.96 | 57 | 4.77 | 32 | 31.11 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_1661 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.79 | 79.33 | 79.37 | model-npz/DenseNet121_optadam_s100_e1_b1_lr00001_3304.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 0.95 | 59 | 4.83 | 32 | 30.98 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_1758 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 1.47 | 73.72 | 73.76 | model-npz/DenseNet121_optadam_s100_e1_b2_lr001_3085.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 18 | 0.96 | 61 | 4.22 | 33 | 31.38 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_2634 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 1.45 | 72.79 | 72.84 | model-npz/DenseNet121_optadam_s100_e1_b2_lr0001_3279.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.95 | 58 | 4.28 | 34 | 32.11 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_5826 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.52 | 76.21 | 76.24 | model-npz/DenseNet121_optadam_s100_e1_b2_lr00001_3016.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.86 | 61 | 4.1 | 34 | 31.2 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_4473 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 2.87 | 71.81 | 71.85 | model-npz/DenseNet121_optadam_s100_e1_b4_lr001_8464.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 20 | 1.19 | 61 | 4.5 | 34 | 30.85 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_2194 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 2.81 | 70.28 | 70.31 | model-npz/DenseNet121_optadam_s100_e1_b4_lr0001_3220.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 1.15 | 60 | 4.63 | 32 | 30.12 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_2154 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 2.86 | 71.53 | 71.57 | model-npz/DenseNet121_optadam_s100_e1_b4_lr00001_1267.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 18 | 1.07 | 63 | 4.35 | 32 | 30.71 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_5111 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 5.79 | 75.37 | 75.4 | model-npz/DenseNet121_optadam_s100_e1_b8_lr001_2811.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 2.11 | 80 | 6.89 | 37 | 31.86 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_9476 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 5.72 | 74.38 | 74.41 | model-npz/DenseNet121_optadam_s100_e1_b8_lr0001_1957.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 21 | 2.12 | 82 | 7.21 | 37 | 33.39 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_3214 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 5.82 | 75.71 | 75.75 | model-npz/DenseNet121_optadam_s100_e1_b8_lr00001_2762.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 36 | 2.41 | 80 | 7.49 | 37 | 32.87 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_8478 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 10.87 | 76.1 | 76.14 | model-npz/DenseNet121_optadam_s100_e1_b16_lr001_8048.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 46 | 2.93 | 81 | 8.25 | 36 | 31.5 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_1745 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 10.81 | 75.7 | 75.75 | model-npz/DenseNet121_optadam_s100_e1_b16_lr0001_3307.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 46 | 2.85 | 78 | 8.33 | 36 | 32.12 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr0001_1748 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 10.78 | 75.49 | 75.54 | model-npz/DenseNet121_optadam_s100_e1_b16_lr00001_1173.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 46 | 2.45 | 78 | 7.31 | 37 | 32.77 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_1771 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 19.21 | 76.87 | 76.9 | model-npz/DenseNet121_optadam_s100_e1_b32_lr001_2248.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 54 | 3.72 | 87 | 10.23 | 39 | 33.92 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_3386 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 19.29 | 77.21 | 77.26 | model-npz/DenseNet121_optadam_s100_e1_b32_lr0001_2230.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 57 | 3.75 | 85 | 10.1 | 42 | 34.45 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_2464 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 19.16 | 76.68 | 76.72 | model-npz/DenseNet121_optadam_s100_e1_b32_lr00001_7572.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 48 | 4.12 | 83 | 11.1 | 39 | 33.76 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_3159 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 41 | 82.04 | 82.07 | model-npz/DenseNet121_optadam_s100_e1_b64_lr001_3373.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 64 | 6.9 | 95 | 16.43 | 45 | 35.4 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_2582 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 41.1 | 82.22 | 82.27 | model-npz/DenseNet121_optadam_s100_e1_b64_lr0001_1804.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 62 | 6.61 | 97 | 15.76 | 46 | 36.52 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1991 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 40.66 | 81.35 | 81.38 | model-npz/DenseNet121_optadam_s100_e1_b64_lr00001_1721.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 61 | 5.99 | 95 | 14.33 | 46 | 36.34 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_2930 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.44 | 44.25 | 88.53 | model-npz/DenseNet121_optadam_s100_e2_b1_lr001_1382.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.92 | 55 | 5.99 | 38 | 33.18 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_2511 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.44 | 44.57 | 89.18 | model-npz/DenseNet121_optadam_s100_e2_b1_lr0001_2460.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 1.06 | 55 | 6.45 | 32 | 30.3 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_2410 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.44 | 44.35 | 88.74 | model-npz/DenseNet121_optadam_s100_e2_b1_lr00001_1905.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 0.93 | 57 | 6.05 | 31 | 29.49 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_3226 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.77 | 38.78 | 77.6 | model-npz/DenseNet121_optadam_s100_e2_b2_lr001_1426.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 1.18 | 56 | 5.69 | 32 | 29.63 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_7995 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.8 | 40.05 | 80.14 | model-npz/DenseNet121_optadam_s100_e2_b2_lr0001_1529.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 18 | 1.21 | 61 | 5.91 | 32 | 30.2 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_1732 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.77 | 38.87 | 77.77 | model-npz/DenseNet121_optadam_s100_e2_b2_lr00001_7842.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 0.96 | 58 | 5.34 | 32 | 30.3 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_2495 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 1.48 | 37.09 | 74.21 | model-npz/DenseNet121_optadam_s100_e2_b4_lr001_8636.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 1.34 | 58 | 5.19 | 32 | 30.51 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_4170 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 1.48 | 37.15 | 74.35 | model-npz/DenseNet121_optadam_s100_e2_b4_lr0001_2021.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 0.97 | 58 | 3.86 | 33 | 31.34 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr0001_3289 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 1.48 | 37.12 | 74.29 | model-npz/DenseNet121_optadam_s100_e2_b4_lr00001_3080.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 22 | 1.25 | 62 | 4.99 | 33 | 32.11 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr01_1329 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 2.98 | 38.82 | 77.71 | model-npz/DenseNet121_optadam_s100_e2_b8_lr001_7779.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 2.2 | 84 | 7.4 | 36 | 31.66 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr001_2994 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 2.99 | 38.89 | 77.83 | model-npz/DenseNet121_optadam_s100_e2_b8_lr0001_1962.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 23 | 2.17 | 73 | 7.06 | 36 | 31.05 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b8_lr0001_2940 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 2.94 | 38.34 | 76.72 | model-npz/DenseNet121_optadam_s100_e2_b8_lr00001_1925.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 42 | 2.12 | 84 | 6.93 | 35 | 31.31 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr01_6271 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 5.46 | 38.28 | 76.6 | model-npz/DenseNet121_optadam_s100_e2_b16_lr001_2632.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 44 | 2.9 | 75 | 8.31 | 37 | 32.06 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr001_7946 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 5.44 | 38.13 | 76.31 | model-npz/DenseNet121_optadam_s100_e2_b16_lr0001_2773.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 43 | 3.07 | 75 | 8.84 | 37 | 32.88 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b16_lr0001_1711 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 5.38 | 37.68 | 75.41 | model-npz/DenseNet121_optadam_s100_e2_b16_lr00001_2174.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 31 | 3.06 | 83 | 8.51 | 38 | 33.68 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr01_4164 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 9.6 | 38.45 | 76.94 | model-npz/DenseNet121_optadam_s100_e2_b32_lr001_2749.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 35 | 2.84 | 80 | 8.05 | 40 | 35.01 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr001_1468 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 9.64 | 38.58 | 77.19 | model-npz/DenseNet121_optadam_s100_e2_b32_lr0001_1473.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 53 | 3.81 | 80 | 10.68 | 42 | 34.52 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b32_lr0001_1337 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 9.59 | 38.37 | 76.79 | model-npz/DenseNet121_optadam_s100_e2_b32_lr00001_3302.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 55 | 3.24 | 85 | 9.37 | 38 | 33.25 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr01_3010 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 20.75 | 41.52 | 83.07 | model-npz/DenseNet121_optadam_s100_e2_b64_lr001_1773.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 58 | 5.73 | 96 | 13.53 | 45 | 35.09 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr001_1365 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 20.64 | 41.3 | 82.64 | model-npz/DenseNet121_optadam_s100_e2_b64_lr0001_2571.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 61 | 5.71 | 96 | 13.55 | 46 | 36.94 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e2_b64_lr0001_2873 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 20.53 | 41.09 | 82.23 | model-npz/DenseNet121_optadam_s100_e2_b64_lr00001_1967.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 63 | 6.84 | 95 | 16.17 | 45 | 37.13 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr01_3111 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.23 | 23.69 | 118.49 | model-npz/DenseNet121_optadam_s100_e5_b1_lr001_5816.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 15 | 1.27 | 59 | 9.69 | 39 | 33.73 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr001_1342 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.23 | 22.79 | 114.02 | model-npz/DenseNet121_optadam_s100_e5_b1_lr0001_1248.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 1.34 | 57 | 10.11 | 32 | 30.17 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b1_lr0001_1578 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.22 | 22.55 | 112.81 | model-npz/DenseNet121_optadam_s100_e5_b1_lr00001_1589.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 1.39 | 58 | 9.93 | 31 | 29.54 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr01_2077 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.38 | 19.03 | 95.23 | model-npz/DenseNet121_optadam_s100_e5_b2_lr001_1834.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 1.39 | 58 | 8.25 | 32 | 30.37 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr001_7483 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.37 | 18.82 | 94.14 | model-npz/DenseNet121_optadam_s100_e5_b2_lr0001_1317.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 17 | 1.39 | 58 | 8.48 | 32 | 29.7 |
DenseNet121_architecture_optadam_s100_ipd224x224x3_opd10_e5_b2_lr0001_3431 | 100 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.37 | 18.65 | 93.32 | model-npz/DenseNet121_optadam_s100_e5_b2_lr00001_2728.npz | Nvidia | Tesla V100S-PCIE-32GB | Tesla | 7 | 5,120 | 80 | 32 | hbm2 | 1,130 | 640 | 16 | 1.42 | 58 | 8.56 | 31 | 29.45 |
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