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 |
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VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_7101 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.08 | 10.15 | 50.78 | model-npz/VGG16_optsgd_s1000_e5_b8_lr001_1018.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 38 | 26.03 | 100 | 70.5 | 61 | 56.8 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_2053 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 0.08 | 10.25 | 51.27 | model-npz/VGG16_optsgd_s1000_e5_b8_lr0001_2635.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 38 | 26.43 | 100 | 72.38 | 61 | 56.7 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1116 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.08 | 10.19 | 50.97 | model-npz/VGG16_optsgd_s1000_e5_b8_lr00001_3054.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 38 | 26.52 | 100 | 72 | 61 | 57.08 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2608 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 0.15 | 9.74 | 48.74 | model-npz/VGG16_optsgd_s1000_e5_b16_lr001_2407.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 47 | 28.49 | 100 | 69.08 | 60 | 56.1 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1603 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 0.15 | 9.72 | 48.65 | model-npz/VGG16_optsgd_s1000_e5_b16_lr0001_2356.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 47 | 28.25 | 100 | 69.77 | 60 | 55.83 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2630 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 0.32 | 10.36 | 51.87 | model-npz/VGG16_optsgd_s1000_e5_b32_lr001_2347.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 49 | 28.47 | 100 | 73.35 | 55 | 48.21 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_2877 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 0.32 | 10.17 | 50.9 | model-npz/VGG16_optsgd_s1000_e5_b32_lr0001_3123.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 48 | 29.01 | 100 | 72.76 | 58 | 52.56 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_5737 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.32 | 10.19 | 50.98 | model-npz/VGG16_optsgd_s1000_e5_b32_lr00001_2090.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 49 | 28.44 | 100 | 72.36 | 60 | 55.05 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_8983 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 0.84 | 13.43 | 67.17 | model-npz/VGG16_optsgd_s1000_e5_b64_lr001_2293.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 59 | 28.06 | 100 | 78.66 | 61 | 56.62 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_3018 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 0.84 | 13.44 | 67.24 | model-npz/VGG16_optsgd_s1000_e5_b64_lr0001_9948.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 61 | 28.7 | 100 | 78.31 | 61 | 57.41 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1596 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.84 | 13.44 | 67.24 | model-npz/VGG16_optsgd_s1000_e5_b64_lr00001_1108.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 61 | 28.24 | 100 | 77.67 | 62 | 57.71 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_3297 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.02 | 17.54 | 175.42 | model-npz/VGG16_optsgd_s1000_e10_b1_lr001_3301.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 35 | 31.23 | 100 | 82.18 | 59 | 56.44 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_3079 | 1 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 73.13 | 73.15 | 73.19 | model-npz/ResNet101_optadam_s1_e1_b1_lr001_7104.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 12 | 0.2 | 52 | 0.92 | 29 | 27.89 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1948 | 1 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 70.92 | 70.95 | 70.98 | model-npz/ResNet101_optadam_s1_e1_b1_lr0001_1381.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.23 | 80 | 1 | 29 | 28.43 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_9477 | 1 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 71.06 | 71.08 | 71.11 | model-npz/ResNet101_optadam_s1_e1_b1_lr00001_5896.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 0.2 | 68 | 1.06 | 29 | 28.98 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_3234 | 1 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 36.15 | 36.17 | 72.36 | model-npz/ResNet101_optadam_s1_e2_b1_lr001_1483.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.13 | 67 | 0.67 | 30 | 29.01 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_1530 | 1 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 35.56 | 35.58 | 71.19 | model-npz/ResNet101_optadam_s1_e2_b1_lr0001_9583.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.23 | 70 | 1.11 | 30 | 29.1 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2008 | 1 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 36.02 | 36.04 | 72.11 | model-npz/ResNet101_optadam_s1_e2_b1_lr00001_3158.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.24 | 74 | 1.12 | 30 | 29.38 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_2673 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 14.4 | 14.41 | 72.09 | model-npz/ResNet101_optadam_s1_e5_b1_lr001_1120.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.21 | 70 | 1.15 | 30 | 29.94 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_7708 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 14.54 | 14.55 | 72.79 | model-npz/ResNet101_optadam_s1_e5_b1_lr0001_3322.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 8 | 0.23 | 29 | 0.98 | 30 | 29.07 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_2481 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 14.73 | 14.74 | 73.73 | model-npz/ResNet101_optadam_s1_e5_b1_lr00001_7460.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.23 | 71 | 1.22 | 30 | 29.01 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_2107 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 7.27 | 7.28 | 72.92 | model-npz/ResNet101_optadam_s1_e10_b1_lr001_8967.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 0.4 | 79 | 1.87 | 30 | 29.05 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_1001 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 7.27 | 7.28 | 72.91 | model-npz/ResNet101_optadam_s1_e10_b1_lr0001_5288.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 13 | 0.33 | 73 | 1.86 | 30 | 29.06 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_3115 | 1 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 7.43 | 7.44 | 74.46 | model-npz/ResNet101_optadam_s1_e10_b1_lr00001_5448.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.38 | 80 | 1.89 | 30 | 29.2 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2308 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 7.23 | 72.32 | 72.34 | model-npz/ResNet101_optadam_s10_e1_b1_lr001_3214.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 0.35 | 73 | 1.87 | 30 | 29.52 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_4169 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 7.33 | 73.38 | 73.41 | model-npz/ResNet101_optadam_s10_e1_b1_lr0001_3254.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 0.37 | 64 | 1.8 | 31 | 29.89 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_1505 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 7.26 | 72.65 | 72.67 | model-npz/ResNet101_optadam_s10_e1_b1_lr00001_2635.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 0.26 | 74 | 1.51 | 30 | 29.06 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_2850 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 14.62 | 73.15 | 73.18 | model-npz/ResNet101_optadam_s10_e1_b2_lr001_1726.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.26 | 72 | 1.38 | 30 | 29.03 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_7700 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 14.4 | 72.06 | 72.09 | model-npz/ResNet101_optadam_s10_e1_b2_lr0001_4706.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 0.22 | 74 | 1.39 | 30 | 29.02 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_3077 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 14.45 | 72.29 | 72.31 | model-npz/ResNet101_optadam_s10_e1_b2_lr00001_1301.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 13 | 0.35 | 76 | 2.22 | 30 | 29.04 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_3201 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 24.51 | 73.55 | 73.57 | model-npz/ResNet101_optadam_s10_e1_b4_lr001_1337.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 23 | 0.75 | 82 | 3.59 | 31 | 29.16 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_2023 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 24.99 | 74.99 | 75.02 | model-npz/ResNet101_optadam_s10_e1_b4_lr0001_6919.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 0.5 | 84 | 2.58 | 31 | 29.81 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_2226 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 24.38 | 73.17 | 73.2 | model-npz/ResNet101_optadam_s10_e1_b4_lr00001_2779.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 0.75 | 80 | 3.69 | 32 | 29.96 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_2636 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 37.09 | 74.21 | 74.23 | model-npz/ResNet101_optadam_s10_e1_b8_lr001_5188.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 0.78 | 79 | 3.34 | 32 | 30.06 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_3221 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 37.05 | 74.14 | 74.17 | model-npz/ResNet101_optadam_s10_e1_b8_lr0001_1536.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 20 | 0.58 | 79 | 2.71 | 32 | 30.11 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_3241 | 10 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 37.89 | 75.8 | 75.83 | model-npz/ResNet101_optadam_s10_e1_b8_lr00001_3400.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 0.68 | 82 | 3.5 | 32 | 29.91 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_2425 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 3.69 | 36.93 | 73.9 | model-npz/ResNet101_optadam_s10_e2_b1_lr001_1435.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.38 | 73 | 1.99 | 30 | 29.47 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_1598 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 3.7 | 37.08 | 74.19 | model-npz/ResNet101_optadam_s10_e2_b1_lr0001_3012.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 0.45 | 79 | 2.27 | 30 | 29.17 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_1046 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 3.69 | 36.98 | 73.99 | model-npz/ResNet101_optadam_s10_e2_b1_lr00001_6165.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 0.42 | 68 | 1.97 | 30 | 29.13 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_1255 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 7.21 | 36.06 | 72.16 | model-npz/ResNet101_optadam_s10_e2_b2_lr001_6411.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.34 | 70 | 1.66 | 30 | 29.18 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_1240 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 7.47 | 37.39 | 74.81 | model-npz/ResNet101_optadam_s10_e2_b2_lr0001_2068.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.41 | 79 | 2.06 | 30 | 29.46 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_5852 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 7.25 | 36.27 | 72.57 | model-npz/ResNet101_optadam_s10_e2_b2_lr00001_1616.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.25 | 73 | 1.37 | 31 | 29.66 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr01_1212 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 12.34 | 37.04 | 74.12 | model-npz/ResNet101_optadam_s10_e2_b4_lr001_1625.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 0.54 | 81 | 2.91 | 32 | 30.04 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr001_1942 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 12.36 | 37.11 | 74.26 | model-npz/ResNet101_optadam_s10_e2_b4_lr0001_2878.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.57 | 78 | 2.69 | 32 | 29.34 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b4_lr0001_1020 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 12.5 | 37.53 | 75.1 | model-npz/ResNet101_optadam_s10_e2_b4_lr00001_1074.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 0.53 | 72 | 2.74 | 31 | 29.18 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr01_1269 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 19.3 | 38.61 | 77.26 | model-npz/ResNet101_optadam_s10_e2_b8_lr001_2913.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 24 | 0.84 | 78 | 3.22 | 31 | 29.34 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr001_2396 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 19.13 | 38.28 | 76.59 | model-npz/ResNet101_optadam_s10_e2_b8_lr0001_2030.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 24 | 0.8 | 75 | 3.09 | 32 | 29.58 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e2_b8_lr0001_2568 | 10 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 19.07 | 38.16 | 76.36 | model-npz/ResNet101_optadam_s10_e2_b8_lr00001_5806.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 23 | 0.66 | 78 | 3.11 | 32 | 29.66 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr01_1879 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 1.56 | 15.62 | 78.13 | model-npz/ResNet101_optadam_s10_e5_b1_lr001_4324.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.66 | 66 | 3.44 | 31 | 29.51 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr001_5996 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 1.52 | 15.19 | 76.02 | model-npz/ResNet101_optadam_s10_e5_b1_lr0001_1229.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.76 | 71 | 3.68 | 31 | 29.43 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b1_lr0001_1354 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 1.54 | 15.48 | 77.49 | model-npz/ResNet101_optadam_s10_e5_b1_lr00001_2980.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 0.69 | 65 | 3.67 | 31 | 29.43 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr01_1194 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 2.93 | 14.67 | 73.39 | model-npz/ResNet101_optadam_s10_e5_b2_lr001_1691.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.58 | 74 | 2.63 | 31 | 29.62 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr001_1855 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 2.93 | 14.66 | 73.37 | model-npz/ResNet101_optadam_s10_e5_b2_lr0001_2399.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 0.65 | 75 | 3.18 | 31 | 29.73 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b2_lr0001_2459 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 2.99 | 14.99 | 75.01 | model-npz/ResNet101_optadam_s10_e5_b2_lr00001_1903.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 0.53 | 75 | 2.54 | 32 | 29.95 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr01_2272 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 5.09 | 15.29 | 76.52 | model-npz/ResNet101_optadam_s10_e5_b4_lr001_3251.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.64 | 83 | 3.07 | 32 | 30.09 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr001_1081 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 5.21 | 15.66 | 78.35 | model-npz/ResNet101_optadam_s10_e5_b4_lr0001_2170.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.72 | 81 | 3.56 | 32 | 30.07 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b4_lr0001_1406 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 5.18 | 15.57 | 77.91 | model-npz/ResNet101_optadam_s10_e5_b4_lr00001_1717.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 0.91 | 84 | 4.71 | 32 | 30.04 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr01_8642 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 7.7 | 15.41 | 77.12 | model-npz/ResNet101_optadam_s10_e5_b8_lr001_2792.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 22 | 0.87 | 80 | 3.5 | 33 | 29.94 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr001_2080 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 7.68 | 15.38 | 76.96 | model-npz/ResNet101_optadam_s10_e5_b8_lr0001_2342.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 21 | 0.85 | 83 | 3.95 | 33 | 29.97 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e5_b8_lr0001_6245 | 10 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 7.73 | 15.47 | 77.39 | model-npz/ResNet101_optadam_s10_e5_b8_lr00001_7955.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 20 | 0.73 | 76 | 3.29 | 32 | 29.65 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr01_3372 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.84 | 8.41 | 84.2 | model-npz/ResNet101_optadam_s10_e10_b1_lr001_1824.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 13 | 1.1 | 60 | 5.89 | 31 | 29.66 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr001_2889 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.84 | 8.44 | 84.49 | model-npz/ResNet101_optadam_s10_e10_b1_lr0001_2726.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 13 | 1.19 | 56 | 6.02 | 32 | 29.66 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b1_lr0001_1194 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.82 | 8.23 | 82.35 | model-npz/ResNet101_optadam_s10_e10_b1_lr00001_3361.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 13 | 1.16 | 57 | 5.89 | 32 | 29.65 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr01_1051 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 1.58 | 7.94 | 79.44 | model-npz/ResNet101_optadam_s10_e10_b2_lr001_1394.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 0.9 | 71 | 4.25 | 32 | 29.57 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr001_3332 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 1.55 | 7.79 | 77.97 | model-npz/ResNet101_optadam_s10_e10_b2_lr0001_1956.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 12 | 1 | 52 | 4.64 | 32 | 29.34 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b2_lr0001_2207 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.58 | 7.94 | 79.43 | model-npz/ResNet101_optadam_s10_e10_b2_lr00001_7613.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 0.87 | 68 | 4.25 | 31 | 29.22 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr01_3157 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 2.63 | 7.92 | 79.27 | model-npz/ResNet101_optadam_s10_e10_b4_lr001_2049.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 21 | 0.99 | 85 | 4.2 | 32 | 29.27 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr001_2805 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 2.58 | 7.76 | 77.68 | model-npz/ResNet101_optadam_s10_e10_b4_lr0001_3644.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 21 | 1.23 | 85 | 5.77 | 32 | 29.46 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b4_lr0001_2784 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 2.6 | 7.82 | 78.25 | model-npz/ResNet101_optadam_s10_e10_b4_lr00001_2477.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 18 | 1.02 | 78 | 4.65 | 33 | 29.6 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr01_7869 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 3.97 | 7.95 | 79.61 | model-npz/ResNet101_optadam_s10_e10_b8_lr001_2483.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 20 | 1.05 | 85 | 5.2 | 32 | 29.86 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr001_2341 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 3.93 | 7.88 | 78.9 | model-npz/ResNet101_optadam_s10_e10_b8_lr0001_3076.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 23 | 1.22 | 73 | 5.06 | 33 | 30 |
ResNet101_architecture_optadam_s10_ipd224x224x3_opd10_e10_b8_lr0001_1652 | 10 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 3.83 | 7.68 | 76.82 | model-npz/ResNet101_optadam_s10_e10_b8_lr00001_4025.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 22 | 1.13 | 78 | 4.39 | 33 | 30.2 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr01_2469 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.84 | 84.42 | 84.45 | model-npz/ResNet101_optadam_s100_e1_b1_lr001_1494.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 1.17 | 61 | 5.78 | 32 | 29.99 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr001_9121 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.85 | 85.51 | 85.53 | model-npz/ResNet101_optadam_s100_e1_b1_lr0001_6585.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 1.18 | 62 | 6.07 | 32 | 29.79 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b1_lr0001_7745 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.84 | 84.2 | 84.23 | model-npz/ResNet101_optadam_s100_e1_b1_lr00001_2891.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 1.16 | 80 | 6.03 | 32 | 29.77 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr01_1680 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 1.54 | 77.11 | 77.14 | model-npz/ResNet101_optadam_s100_e1_b2_lr001_2816.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 16 | 1.03 | 80 | 4.78 | 32 | 29.79 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr001_2650 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 1.55 | 77.85 | 77.87 | model-npz/ResNet101_optadam_s100_e1_b2_lr0001_2343.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 0.81 | 75 | 3.71 | 32 | 29.62 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b2_lr0001_5323 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 1.54 | 77.24 | 77.27 | model-npz/ResNet101_optadam_s100_e1_b2_lr00001_9472.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 1.05 | 67 | 4.94 | 31 | 29.52 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr01_3142 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 3.04 | 76.06 | 76.09 | model-npz/ResNet101_optadam_s100_e1_b4_lr001_4065.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.78 | 80 | 3.53 | 32 | 29.85 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr001_2576 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 3.09 | 77.38 | 77.4 | model-npz/ResNet101_optadam_s100_e1_b4_lr0001_2482.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 0.7 | 71 | 3.09 | 32 | 29.83 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b4_lr0001_2316 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 2.97 | 74.43 | 74.48 | model-npz/ResNet101_optadam_s100_e1_b4_lr00001_1548.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 19 | 0.81 | 71 | 3.36 | 33 | 29.99 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr01_5511 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 5.9 | 76.73 | 76.76 | model-npz/ResNet101_optadam_s100_e1_b8_lr001_2044.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 26 | 1.3 | 87 | 5.26 | 34 | 30.1 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr001_1240 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 6.01 | 78.13 | 78.16 | model-npz/ResNet101_optadam_s100_e1_b8_lr0001_3206.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 24 | 1.18 | 84 | 4.2 | 34 | 30.3 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b8_lr0001_1559 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 5.99 | 77.91 | 77.94 | model-npz/ResNet101_optadam_s100_e1_b8_lr00001_3303.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 25 | 1.2 | 87 | 4.58 | 34 | 30.39 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr01_1813 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 11.03 | 77.24 | 77.27 | model-npz/ResNet101_optadam_s100_e1_b16_lr001_2538.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 36 | 1.56 | 88 | 5.34 | 34 | 30.7 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b16_lr001_2249 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 10.76 | 75.35 | 75.38 | model-npz/ResNet101_optadam_s100_e1_b16_lr0001_1397.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 36 | 1.4 | 88 | 5.2 | 34 | 30.86 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr01_2336 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 19.65 | 78.62 | 78.65 | model-npz/ResNet101_optadam_s100_e1_b32_lr001_1267.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 40 | 1.67 | 100 | 8.31 | 34 | 30.53 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr001_2220 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 19.86 | 79.48 | 79.51 | model-npz/ResNet101_optadam_s100_e1_b32_lr0001_1030.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 42 | 1.49 | 100 | 7.26 | 34 | 30.88 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b32_lr0001_1515 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 19.59 | 78.38 | 78.41 | model-npz/ResNet101_optadam_s100_e1_b32_lr00001_2630.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 49 | 1.5 | 100 | 6.5 | 34 | 31.12 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr01_6531 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 44.26 | 88.56 | 88.59 | model-npz/ResNet101_optadam_s100_e1_b64_lr001_2529.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 47 | 2.64 | 100 | 12.06 | 38 | 31.9 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr001_1511 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 42.65 | 85.35 | 85.37 | model-npz/ResNet101_optadam_s100_e1_b64_lr0001_2253.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 45 | 3.24 | 100 | 15.01 | 38 | 32.83 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e1_b64_lr0001_1565 | 100 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 42.64 | 85.31 | 85.34 | model-npz/ResNet101_optadam_s100_e1_b64_lr00001_2505.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 65 | 2.85 | 100 | 12.7 | 39 | 33.18 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr01_3341 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.47 | 47.64 | 95.32 | model-npz/ResNet101_optadam_s100_e2_b1_lr001_1346.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 17 | 1.93 | 81 | 9.8 | 34 | 32.08 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr001_8063 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.47 | 47.7 | 95.43 | model-npz/ResNet101_optadam_s100_e2_b1_lr0001_2629.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 14 | 1.94 | 72 | 9.71 | 33 | 30.99 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b1_lr0001_3139 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.48 | 48.6 | 97.23 | model-npz/ResNet101_optadam_s100_e2_b1_lr00001_2349.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 1.93 | 72 | 9.89 | 33 | 30.74 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr01_4577 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.81 | 40.59 | 81.21 | model-npz/ResNet101_optadam_s100_e2_b2_lr001_3251.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 1.59 | 65 | 7.18 | 33 | 30.68 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr001_8694 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.85 | 42.57 | 85.18 | model-npz/ResNet101_optadam_s100_e2_b2_lr0001_1118.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 15 | 1.49 | 69 | 6.85 | 33 | 30.49 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b2_lr0001_2957 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.82 | 41.07 | 82.18 | model-npz/ResNet101_optadam_s100_e2_b2_lr00001_1445.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 13 | 1.58 | 55 | 7.23 | 33 | 30.45 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr01_6820 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 1.57 | 39.42 | 78.87 | model-npz/ResNet101_optadam_s100_e2_b4_lr001_3889.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 21 | 1.45 | 80 | 6.08 | 33 | 30.33 |
ResNet101_architecture_optadam_s100_ipd224x224x3_opd10_e2_b4_lr001_9088 | 100 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 1.57 | 39.29 | 78.62 | model-npz/ResNet101_optadam_s100_e2_b4_lr0001_2161.npz | Nvidia | Tesla P100-PCIE-16GB | Tesla | 6 | 3,584 | 56 | 16 | hbm2 | 732.2 | 0 | 20 | 1.42 | 72 | 5.75 | 34 | 30.29 |
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