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VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_3239 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 0.14 | 0.97 | 9.69 | model-npz/VGG16_optsgd_s100_e10_b16_lr0001_1918.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 8.1 | 100 | 40.67 | 44 | 34.23 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_3289 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 0.96 | 9.68 | model-npz/VGG16_optsgd_s100_e10_b16_lr00001_2802.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 38 | 10.43 | 100 | 50.79 | 45 | 34.61 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_1476 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 0.29 | 1.16 | 11.62 | model-npz/VGG16_optsgd_s100_e10_b32_lr001_7309.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 10.97 | 100 | 49.38 | 46 | 36.41 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_2483 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 0.29 | 1.18 | 11.81 | model-npz/VGG16_optsgd_s100_e10_b32_lr0001_1382.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 11.06 | 100 | 47.74 | 46 | 36.16 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_3693 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.28 | 1.14 | 11.42 | model-npz/VGG16_optsgd_s100_e10_b32_lr00001_3005.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 11.06 | 100 | 52.38 | 48 | 36.72 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2359 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 1.03 | 2.06 | 20.67 | model-npz/VGG16_optsgd_s100_e10_b64_lr001_3193.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 45 | 13.42 | 100 | 68.54 | 51 | 40.88 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_5051 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 1.01 | 2.02 | 20.26 | model-npz/VGG16_optsgd_s100_e10_b64_lr0001_2108.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 45 | 13.45 | 100 | 68.55 | 50 | 42.13 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2053 | 100 | 224 | 224 | 3 | 10 | sgd | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 1.03 | 2.06 | 20.59 | model-npz/VGG16_optsgd_s100_e10_b64_lr00001_2417.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 14.63 | 100 | 66.2 | 52 | 42.86 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_3359 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.01 | 9.84 | 9.87 | model-npz/VGG16_optsgd_s1000_e1_b1_lr001_2051.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 6.37 | 100 | 42.47 | 41 | 36.17 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_2752 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.01 | 9.96 | 9.98 | model-npz/VGG16_optsgd_s1000_e1_b1_lr0001_2573.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 6 | 100 | 37.97 | 40 | 34.48 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2799 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.01 | 10.12 | 10.14 | model-npz/VGG16_optsgd_s1000_e1_b1_lr00001_1919.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 6.57 | 100 | 42.83 | 39 | 33.87 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_3393 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 0.02 | 8.16 | 8.18 | model-npz/VGG16_optsgd_s1000_e1_b2_lr001_9295.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 6.67 | 100 | 41.22 | 41 | 32.81 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1320 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 0.02 | 8.21 | 8.23 | model-npz/VGG16_optsgd_s1000_e1_b2_lr0001_2421.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 6.73 | 100 | 43.27 | 40 | 32.88 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3862 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.02 | 8.08 | 8.1 | model-npz/VGG16_optsgd_s1000_e1_b2_lr00001_2846.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 6.41 | 100 | 37.81 | 40 | 32.41 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_1787 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 0.03 | 7.79 | 7.81 | model-npz/VGG16_optsgd_s1000_e1_b4_lr001_2450.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 29 | 5.8 | 100 | 33.6 | 42 | 32 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1058 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 0.03 | 7.6 | 7.64 | model-npz/VGG16_optsgd_s1000_e1_b4_lr0001_8538.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 29 | 6.23 | 100 | 33 | 41 | 32.12 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_5625 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.03 | 7.67 | 7.69 | model-npz/VGG16_optsgd_s1000_e1_b4_lr00001_3356.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 29 | 6.92 | 100 | 34.35 | 41 | 31.96 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_3390 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 0.06 | 7.83 | 7.86 | model-npz/VGG16_optsgd_s1000_e1_b8_lr001_1689.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 35 | 8.77 | 100 | 43.65 | 42 | 32.5 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2618 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 0.06 | 7.68 | 7.71 | model-npz/VGG16_optsgd_s1000_e1_b8_lr0001_9619.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 7.35 | 100 | 35.15 | 43 | 32.58 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3375 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.06 | 7.88 | 7.9 | model-npz/VGG16_optsgd_s1000_e1_b8_lr00001_1945.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 7.42 | 100 | 39.42 | 41 | 32.81 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_1799 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 0.16 | 10.2 | 10.22 | model-npz/VGG16_optsgd_s1000_e1_b16_lr001_5285.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 10.43 | 100 | 48.93 | 44 | 34.6 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1917 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 0.16 | 10.26 | 10.28 | model-npz/VGG16_optsgd_s1000_e1_b16_lr0001_1083.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 8.87 | 100 | 42.42 | 45 | 34.48 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2144 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.16 | 10.27 | 10.3 | model-npz/VGG16_optsgd_s1000_e1_b16_lr00001_1248.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 39 | 9.71 | 100 | 47.9 | 45 | 34.87 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_3318 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 0.37 | 11.95 | 11.99 | model-npz/VGG16_optsgd_s1000_e1_b32_lr001_1198.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 11.15 | 100 | 49.18 | 47 | 36.48 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_2739 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 0.37 | 11.86 | 11.91 | model-npz/VGG16_optsgd_s1000_e1_b32_lr0001_2866.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 11.94 | 100 | 57.58 | 47 | 36.67 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1155 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.37 | 11.95 | 11.97 | model-npz/VGG16_optsgd_s1000_e1_b32_lr00001_2875.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 10.83 | 100 | 50.63 | 47 | 36.46 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2796 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 1.3 | 20.74 | 20.78 | model-npz/VGG16_optsgd_s1000_e1_b64_lr001_1253.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 46 | 14.26 | 100 | 67.02 | 50 | 41.12 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_5290 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 1.32 | 21.14 | 21.18 | model-npz/VGG16_optsgd_s1000_e1_b64_lr0001_9558.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 45 | 14.55 | 100 | 68.94 | 51 | 41.98 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2528 | 1,000 | 224 | 224 | 3 | 10 | sgd | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 1.3 | 20.89 | 20.91 | model-npz/VGG16_optsgd_s1000_e1_b64_lr00001_2373.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 14.18 | 100 | 65.67 | 51 | 42.8 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1050 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.01 | 7.6 | 15.24 | model-npz/VGG16_optsgd_s1000_e2_b1_lr001_2276.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 8.68 | 100 | 49.18 | 42 | 37.42 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_1199 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.01 | 7.51 | 15.05 | model-npz/VGG16_optsgd_s1000_e2_b1_lr0001_2897.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 9 | 100 | 51.85 | 41 | 36.18 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2722 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.01 | 7.59 | 15.2 | model-npz/VGG16_optsgd_s1000_e2_b1_lr00001_1058.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 8.97 | 100 | 51.35 | 40 | 35.3 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_2335 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.01 | 5.72 | 11.49 | model-npz/VGG16_optsgd_s1000_e2_b2_lr001_2126.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 9.47 | 100 | 49.78 | 42 | 35.41 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_3066 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.01 | 5.68 | 11.4 | model-npz/VGG16_optsgd_s1000_e2_b2_lr0001_1198.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 9.72 | 100 | 49.03 | 42 | 35.03 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1228 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.01 | 5.68 | 11.39 | model-npz/VGG16_optsgd_s1000_e2_b2_lr00001_1832.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 9.56 | 100 | 50.38 | 42 | 35.19 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_2909 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 0.02 | 5.03 | 10.09 | model-npz/VGG16_optsgd_s1000_e2_b4_lr001_7129.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 29 | 9.5 | 100 | 43.75 | 44 | 34.62 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_4352 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 0.02 | 4.95 | 9.92 | model-npz/VGG16_optsgd_s1000_e2_b4_lr0001_2708.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 10.07 | 100 | 44.33 | 44 | 34.53 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_5650 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.02 | 5.06 | 10.14 | model-npz/VGG16_optsgd_s1000_e2_b4_lr00001_3078.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 29 | 9.57 | 100 | 42.3 | 43 | 34.6 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_1507 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 0.04 | 4.71 | 9.45 | model-npz/VGG16_optsgd_s1000_e2_b8_lr001_2210.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 10.59 | 100 | 42.72 | 45 | 34.9 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_1142 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 0.04 | 4.75 | 9.54 | model-npz/VGG16_optsgd_s1000_e2_b8_lr0001_3008.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 11.43 | 100 | 48.2 | 45 | 34.87 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2523 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.04 | 4.73 | 9.48 | model-npz/VGG16_optsgd_s1000_e2_b8_lr00001_2272.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 10.9 | 100 | 42.1 | 45 | 35.45 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_1497 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 0.09 | 5.97 | 11.97 | model-npz/VGG16_optsgd_s1000_e2_b16_lr001_2650.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 13.31 | 100 | 55.69 | 47 | 36.59 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_9932 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 0.09 | 5.93 | 11.88 | model-npz/VGG16_optsgd_s1000_e2_b16_lr0001_1671.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 11.81 | 100 | 47.66 | 47 | 36.66 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_4755 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.1 | 6.09 | 12.2 | model-npz/VGG16_optsgd_s1000_e2_b16_lr00001_2620.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 12.06 | 100 | 48.26 | 46 | 36.6 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_2072 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 0.21 | 6.78 | 13.6 | model-npz/VGG16_optsgd_s1000_e2_b32_lr001_6671.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 13.39 | 100 | 54.19 | 48 | 38.39 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2399 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 0.21 | 6.82 | 13.67 | model-npz/VGG16_optsgd_s1000_e2_b32_lr0001_2164.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 13.11 | 100 | 55.54 | 48 | 38.32 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2984 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.21 | 6.74 | 13.52 | model-npz/VGG16_optsgd_s1000_e2_b32_lr00001_4546.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 13.28 | 100 | 51.22 | 50 | 38.75 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_1479 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 0.7 | 11.29 | 22.62 | model-npz/VGG16_optsgd_s1000_e2_b64_lr001_1050.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 52 | 15.69 | 100 | 67.83 | 52 | 41.89 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1089 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 0.7 | 11.28 | 22.59 | model-npz/VGG16_optsgd_s1000_e2_b64_lr0001_2549.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 14.45 | 100 | 65.51 | 53 | 43.4 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2737 | 1,000 | 224 | 224 | 3 | 10 | sgd | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.71 | 11.33 | 22.69 | model-npz/VGG16_optsgd_s1000_e2_b64_lr00001_1738.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 50 | 16.43 | 100 | 70.04 | 53 | 43.51 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_8823 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.01 | 6 | 30.02 | model-npz/VGG16_optsgd_s1000_e5_b1_lr001_2710.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 12.16 | 100 | 64 | 43 | 39.68 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_2238 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.01 | 6.03 | 30.19 | model-npz/VGG16_optsgd_s1000_e5_b1_lr0001_1707.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 12.3 | 100 | 64.66 | 42 | 38.82 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_8147 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.01 | 5.96 | 29.84 | model-npz/VGG16_optsgd_s1000_e5_b1_lr00001_2630.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 12.16 | 100 | 63.61 | 42 | 38.6 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_2446 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.01 | 4.25 | 21.31 | model-npz/VGG16_optsgd_s1000_e5_b2_lr001_1660.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 13.78 | 100 | 60.29 | 44 | 38.78 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_4797 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.01 | 4.23 | 21.15 | model-npz/VGG16_optsgd_s1000_e5_b2_lr0001_2823.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 13.88 | 100 | 61.52 | 44 | 39.04 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1995 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.01 | 4.22 | 21.14 | model-npz/VGG16_optsgd_s1000_e5_b2_lr00001_7201.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 14.16 | 100 | 62 | 45 | 39.24 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_6505 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.01 | 3.38 | 16.93 | model-npz/VGG16_optsgd_s1000_e5_b4_lr001_1530.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 15.64 | 100 | 56.05 | 47 | 39.55 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_2313 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.01 | 3.38 | 16.91 | model-npz/VGG16_optsgd_s1000_e5_b4_lr0001_1127.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 15.09 | 100 | 55.18 | 47 | 39.2 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2445 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.01 | 3.43 | 17.19 | model-npz/VGG16_optsgd_s1000_e5_b4_lr00001_2952.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 15.42 | 100 | 54.63 | 47 | 39.28 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_1414 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.02 | 3.03 | 15.2 | model-npz/VGG16_optsgd_s1000_e5_b8_lr001_1711.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 18.28 | 100 | 59.56 | 49 | 40 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_3130 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 0.02 | 3.04 | 15.23 | model-npz/VGG16_optsgd_s1000_e5_b8_lr0001_2010.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 17.43 | 100 | 56.27 | 49 | 39.77 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1195 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.02 | 3.02 | 15.16 | model-npz/VGG16_optsgd_s1000_e5_b8_lr00001_2677.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 17.74 | 100 | 56.72 | 49 | 40.23 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_1999 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 0.05 | 3.38 | 16.9 | model-npz/VGG16_optsgd_s1000_e5_b16_lr001_5350.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 19.21 | 100 | 61.9 | 51 | 41.38 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1109 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 0.05 | 3.38 | 16.93 | model-npz/VGG16_optsgd_s1000_e5_b16_lr0001_1192.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 18.21 | 100 | 57 | 51 | 41.28 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2791 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.05 | 3.39 | 16.99 | model-npz/VGG16_optsgd_s1000_e5_b16_lr00001_2457.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 17.55 | 100 | 55.98 | 51 | 41.5 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_1808 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 0.11 | 3.6 | 18.07 | model-npz/VGG16_optsgd_s1000_e5_b32_lr001_8416.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 19.61 | 100 | 62.93 | 53 | 42.86 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_1185 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 0.11 | 3.64 | 18.22 | model-npz/VGG16_optsgd_s1000_e5_b32_lr0001_8004.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 18.96 | 100 | 61.44 | 53 | 43.07 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2281 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.11 | 3.66 | 18.32 | model-npz/VGG16_optsgd_s1000_e5_b32_lr00001_1743.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 18.64 | 100 | 61.98 | 53 | 43.05 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_3147 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 0.34 | 5.43 | 27.16 | model-npz/VGG16_optsgd_s1000_e5_b64_lr001_6969.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 44 | 19.2 | 100 | 74.31 | 55 | 45.54 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_2746 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 0.34 | 5.43 | 27.18 | model-npz/VGG16_optsgd_s1000_e5_b64_lr0001_2635.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 45 | 19.1 | 100 | 73.1 | 55 | 45.87 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2014 | 1,000 | 224 | 224 | 3 | 10 | sgd | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.34 | 5.45 | 27.26 | model-npz/VGG16_optsgd_s1000_e5_b64_lr00001_6298.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 46 | 20.31 | 100 | 70.46 | 56 | 46.34 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_1938 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.01 | 5.62 | 56.25 | model-npz/VGG16_optsgd_s1000_e10_b1_lr001_2473.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 17 | 14.2 | 100 | 71.11 | 44 | 41.9 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_1668 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.01 | 5.58 | 55.82 | model-npz/VGG16_optsgd_s1000_e10_b1_lr0001_4710.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 14.48 | 100 | 71.23 | 44 | 40.99 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2783 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.01 | 5.72 | 57.25 | model-npz/VGG16_optsgd_s1000_e10_b1_lr00001_1411.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 18 | 13.97 | 100 | 69.29 | 43 | 40.66 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr01_2417 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.01 | 3.72 | 37.2 | model-npz/VGG16_optsgd_s1000_e10_b2_lr001_8119.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 16.95 | 100 | 68.46 | 46 | 41.59 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr001_9508 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.01 | 3.76 | 37.64 | model-npz/VGG16_optsgd_s1000_e10_b2_lr0001_1640.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 16.86 | 100 | 69.53 | 46 | 42.31 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr0001_1466 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.01 | 3.81 | 38.13 | model-npz/VGG16_optsgd_s1000_e10_b2_lr00001_1706.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 16.76 | 100 | 67.88 | 46 | 42.05 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr01_1454 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.01 | 2.88 | 28.8 | model-npz/VGG16_optsgd_s1000_e10_b4_lr001_1913.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 20.57 | 100 | 69.46 | 49 | 43.24 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr001_1138 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.01 | 2.85 | 28.59 | model-npz/VGG16_optsgd_s1000_e10_b4_lr0001_9902.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 20.14 | 100 | 67.88 | 49 | 43.48 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr0001_6318 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.01 | 2.85 | 28.57 | model-npz/VGG16_optsgd_s1000_e10_b4_lr00001_2724.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 30 | 20.59 | 100 | 70.27 | 49 | 43.86 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr01_2287 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 0.02 | 2.44 | 24.45 | model-npz/VGG16_optsgd_s1000_e10_b8_lr001_6352.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 23.16 | 100 | 68.09 | 52 | 44.75 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr001_2229 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 0.02 | 2.55 | 25.56 | model-npz/VGG16_optsgd_s1000_e10_b8_lr0001_1517.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 36 | 22.93 | 100 | 66.21 | 51 | 44.72 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr0001_1092 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.02 | 2.46 | 24.62 | model-npz/VGG16_optsgd_s1000_e10_b8_lr00001_1366.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 37 | 23 | 100 | 67.96 | 52 | 44.79 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr01_8805 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 16 | 0.01 | 2.15.1 | 12.2 | 0.04 | 2.5 | 25.08 | model-npz/VGG16_optsgd_s1000_e10_b16_lr001_1414.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 23.7 | 100 | 66.6 | 54 | 45.81 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr001_2767 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 0.04 | 2.58 | 25.78 | model-npz/VGG16_optsgd_s1000_e10_b16_lr0001_1616.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 23.1 | 100 | 65.02 | 54 | 45.83 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1858 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.04 | 2.56 | 25.67 | model-npz/VGG16_optsgd_s1000_e10_b16_lr00001_6263.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 23.5 | 100 | 67.14 | 54 | 45.88 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr01_1104 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 0.08 | 2.62 | 26.2 | model-npz/VGG16_optsgd_s1000_e10_b32_lr001_2520.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 44 | 24.78 | 100 | 71.02 | 56 | 46.58 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr001_2056 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 0.08 | 2.58 | 25.84 | model-npz/VGG16_optsgd_s1000_e10_b32_lr0001_4525.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 24.27 | 100 | 67.83 | 56 | 47.12 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr0001_3232 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.08 | 2.63 | 26.31 | model-npz/VGG16_optsgd_s1000_e10_b32_lr00001_1551.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 43 | 24.08 | 100 | 67.8 | 56 | 46.9 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr01_3017 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 0.22 | 3.45 | 34.55 | model-npz/VGG16_optsgd_s1000_e10_b64_lr001_2401.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 45 | 23.36 | 100 | 76.28 | 57 | 48.57 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr001_3309 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 0.21 | 3.44 | 34.41 | model-npz/VGG16_optsgd_s1000_e10_b64_lr0001_2265.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 47 | 22.95 | 100 | 74.71 | 57 | 48.75 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr0001_6940 | 1,000 | 224 | 224 | 3 | 10 | sgd | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.21 | 3.44 | 34.42 | model-npz/VGG16_optsgd_s1000_e10_b64_lr00001_7742.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 46 | 23.49 | 100 | 75.7 | 59 | 49.54 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_8718 | 1 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 51.15 | 51.16 | 51.19 | model-npz/ResNet101_optadam_s1_e1_b1_lr001_2333.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.16 | 36 | 1.28 | 27 | 26.5 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1211 | 1 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 49.34 | 49.35 | 49.38 | model-npz/ResNet101_optadam_s1_e1_b1_lr0001_8550.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.23 | 38 | 1.61 | 27 | 26.08 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_2937 | 1 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 49.14 | 49.15 | 49.17 | model-npz/ResNet101_optadam_s1_e1_b1_lr00001_3219.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 4 | 0.21 | 29 | 1.89 | 27 | 26.04 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_6368 | 1 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 24.56 | 24.57 | 49.17 | model-npz/ResNet101_optadam_s1_e2_b1_lr001_6150.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.24 | 53 | 1.84 | 27 | 26.02 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_1681 | 1 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 24.4 | 24.41 | 48.87 | model-npz/ResNet101_optadam_s1_e2_b1_lr0001_1862.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.16 | 59 | 1.59 | 28 | 26.03 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_8673 | 1 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 24.44 | 24.45 | 48.92 | model-npz/ResNet101_optadam_s1_e2_b1_lr00001_1379.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.12 | 100 | 1.97 | 27 | 26.05 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_2288 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 9.93 | 9.93 | 49.69 | model-npz/ResNet101_optadam_s1_e5_b1_lr001_1013.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.14 | 53 | 1.59 | 28 | 26.05 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_3188 | 1 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 9.84 | 9.85 | 49.27 | model-npz/ResNet101_optadam_s1_e5_b1_lr0001_5134.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.2 | 100 | 2.54 | 27 | 26.03 |
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