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ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3778 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 0.5 | 31.77 | 31.81 | model-npz/ResNet50_optadam_s1000_e1_b16_lr0001_2518.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 3.15 | 100 | 15.22 | 31 | 25.36 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_6313 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.5 | 31.34 | 31.38 | model-npz/ResNet50_optadam_s1000_e1_b16_lr00001_1956.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 32 | 3.24 | 100 | 15.59 | 31 | 25.57 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_1504 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 0.98 | 31.52 | 31.58 | model-npz/ResNet50_optadam_s1000_e1_b32_lr001_3392.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 3.31 | 100 | 13.69 | 33 | 25.88 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2276 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 0.99 | 31.74 | 31.77 | model-npz/ResNet50_optadam_s1000_e1_b32_lr0001_1245.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 3.6 | 100 | 14.5 | 33 | 25.81 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_2166 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.97 | 31.1 | 31.12 | model-npz/ResNet50_optadam_s1000_e1_b32_lr00001_2621.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 3.75 | 100 | 13.92 | 32 | 25.83 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_3223 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 2.06 | 32.94 | 32.96 | model-npz/ResNet50_optadam_s1000_e1_b64_lr001_2575.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 58 | 5.62 | 100 | 18.32 | 35 | 26.79 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_2855 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 2.06 | 33.01 | 33.04 | model-npz/ResNet50_optadam_s1000_e1_b64_lr0001_1974.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 58 | 5.41 | 100 | 18.39 | 34 | 26.73 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2568 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 2.06 | 32.92 | 32.95 | model-npz/ResNet50_optadam_s1000_e1_b64_lr00001_1817.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 57 | 5.76 | 100 | 18.57 | 35 | 27.09 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_3289 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.04 | 35.94 | 71.93 | model-npz/ResNet50_optadam_s1000_e2_b1_lr001_1437.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 3.61 | 100 | 30.91 | 28 | 26.8 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2340 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.04 | 36.15 | 72.34 | model-npz/ResNet50_optadam_s1000_e2_b1_lr0001_2138.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 3.6 | 100 | 31 | 28 | 26.71 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2452 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.03 | 35.45 | 70.94 | model-npz/ResNet50_optadam_s1000_e2_b1_lr00001_3038.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 3.57 | 100 | 31.01 | 28 | 26.7 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_1888 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.05 | 24.74 | 49.51 | model-npz/ResNet50_optadam_s1000_e2_b2_lr001_2041.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 3.2 | 100 | 25.91 | 29 | 26.44 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_1536 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.05 | 24.64 | 49.32 | model-npz/ResNet50_optadam_s1000_e2_b2_lr0001_1788.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 3.31 | 100 | 26.52 | 29 | 26.39 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2733 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.05 | 24.74 | 49.5 | model-npz/ResNet50_optadam_s1000_e2_b2_lr00001_2673.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 3.3 | 100 | 26.29 | 29 | 26.37 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_2059 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 0.08 | 19.19 | 38.4 | model-npz/ResNet50_optadam_s1000_e2_b4_lr001_1172.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 3.04 | 100 | 20.35 | 30 | 26.25 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_2445 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 0.08 | 19.07 | 38.17 | model-npz/ResNet50_optadam_s1000_e2_b4_lr0001_1473.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 3.23 | 100 | 20.89 | 30 | 26.13 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_8300 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.08 | 19.04 | 38.1 | model-npz/ResNet50_optadam_s1000_e2_b4_lr00001_7886.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 3.12 | 100 | 21.36 | 30 | 26.15 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_1648 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 0.13 | 16.44 | 32.92 | model-npz/ResNet50_optadam_s1000_e2_b8_lr001_2640.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 3.42 | 100 | 16.84 | 32 | 26.05 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_1832 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 0.13 | 16.26 | 32.54 | model-npz/ResNet50_optadam_s1000_e2_b8_lr0001_2262.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 3.68 | 100 | 19.08 | 31 | 26.04 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2067 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.13 | 16.49 | 33.03 | model-npz/ResNet50_optadam_s1000_e2_b8_lr00001_2246.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 3.57 | 100 | 18 | 31 | 25.97 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_2892 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 0.26 | 16.62 | 33.29 | model-npz/ResNet50_optadam_s1000_e2_b16_lr001_1146.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 4.89 | 100 | 20.71 | 33 | 26.15 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_1585 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 0.27 | 16.83 | 33.69 | model-npz/ResNet50_optadam_s1000_e2_b16_lr0001_2797.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 4.65 | 100 | 18.92 | 32 | 26.12 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_3315 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.26 | 16.66 | 33.35 | model-npz/ResNet50_optadam_s1000_e2_b16_lr00001_1092.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 33 | 4.53 | 100 | 19.49 | 33 | 26.19 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_1505 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 0.52 | 16.57 | 33.18 | model-npz/ResNet50_optadam_s1000_e2_b32_lr001_6442.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 49 | 5.51 | 100 | 19.44 | 34 | 26.19 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_6335 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 0.51 | 16.38 | 32.78 | model-npz/ResNet50_optadam_s1000_e2_b32_lr0001_3060.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 5.48 | 100 | 18.62 | 34 | 26.55 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_3313 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.51 | 16.41 | 32.84 | model-npz/ResNet50_optadam_s1000_e2_b32_lr00001_2774.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 49 | 5.5 | 100 | 17.68 | 34 | 26.38 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_2609 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 1.06 | 17.02 | 34.06 | model-npz/ResNet50_optadam_s1000_e2_b64_lr001_2692.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 59 | 7.52 | 100 | 22.13 | 36 | 27.17 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_2111 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 1.07 | 17.12 | 34.27 | model-npz/ResNet50_optadam_s1000_e2_b64_lr0001_7007.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 58 | 7.53 | 100 | 22.75 | 35 | 27.47 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1799 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 1.08 | 17.29 | 34.61 | model-npz/ResNet50_optadam_s1000_e2_b64_lr00001_3622.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 59 | 7.13 | 100 | 22.32 | 36 | 27.52 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_2165 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.03 | 27.49 | 137.5 | model-npz/ResNet50_optadam_s1000_e5_b1_lr001_4666.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 4.72 | 100 | 40.24 | 29 | 27.88 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_3253 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.03 | 27.59 | 138.01 | model-npz/ResNet50_optadam_s1000_e5_b1_lr0001_2698.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 4.7 | 100 | 40.07 | 29 | 27.91 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2635 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.03 | 27.68 | 138.45 | model-npz/ResNet50_optadam_s1000_e5_b1_lr00001_2753.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 4.69 | 100 | 39.7 | 29 | 27.93 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2828 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.03 | 16.77 | 83.91 | model-npz/ResNet50_optadam_s1000_e5_b2_lr001_1712.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 4.8 | 100 | 37.23 | 30 | 27.68 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_5532 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.03 | 16.8 | 84.04 | model-npz/ResNet50_optadam_s1000_e5_b2_lr0001_2729.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 4.67 | 100 | 36.44 | 30 | 27.68 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1299 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.03 | 16.36 | 81.86 | model-npz/ResNet50_optadam_s1000_e5_b2_lr00001_1984.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 5.03 | 100 | 37.7 | 30 | 27.8 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_9947 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.04 | 11.17 | 55.9 | model-npz/ResNet50_optadam_s1000_e5_b4_lr001_3081.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 5.16 | 100 | 31.87 | 31 | 27.68 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_9198 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.04 | 11.04 | 55.26 | model-npz/ResNet50_optadam_s1000_e5_b4_lr0001_2745.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 5.2 | 100 | 32.88 | 31 | 27.92 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1776 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.04 | 11.23 | 56.18 | model-npz/ResNet50_optadam_s1000_e5_b4_lr00001_4654.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 5.19 | 100 | 31.68 | 31 | 27.79 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_3161 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.07 | 8.44 | 42.24 | model-npz/ResNet50_optadam_s1000_e5_b8_lr001_1720.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 6.42 | 100 | 28.8 | 32 | 27.61 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_1007 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 0.07 | 8.4 | 42.04 | model-npz/ResNet50_optadam_s1000_e5_b8_lr0001_7935.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 6.38 | 100 | 28.04 | 33 | 27.63 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_2788 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.07 | 8.35 | 41.79 | model-npz/ResNet50_optadam_s1000_e5_b8_lr00001_1951.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 6.51 | 100 | 29 | 33 | 27.69 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_1066 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 0.12 | 7.88 | 39.42 | model-npz/ResNet50_optadam_s1000_e5_b16_lr001_1304.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 7.94 | 100 | 27.17 | 35 | 27.97 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_1303 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 0.12 | 7.86 | 39.34 | model-npz/ResNet50_optadam_s1000_e5_b16_lr0001_2730.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 8.21 | 100 | 27.78 | 34 | 27.92 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2133 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.12 | 7.88 | 39.44 | model-npz/ResNet50_optadam_s1000_e5_b16_lr00001_1059.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 7.91 | 100 | 26.34 | 35 | 27.98 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_2838 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 0.23 | 7.51 | 37.6 | model-npz/ResNet50_optadam_s1000_e5_b32_lr001_3045.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 9.65 | 100 | 25.52 | 36 | 28.06 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_2539 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 0.23 | 7.49 | 37.49 | model-npz/ResNet50_optadam_s1000_e5_b32_lr0001_2955.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 49 | 9.74 | 100 | 24.96 | 35 | 27.96 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_8297 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.24 | 7.58 | 37.94 | model-npz/ResNet50_optadam_s1000_e5_b32_lr00001_2453.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 9.21 | 100 | 25.29 | 37 | 28.06 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_1979 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 0.48 | 7.7 | 38.54 | model-npz/ResNet50_optadam_s1000_e5_b64_lr001_9031.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 11.36 | 100 | 26.95 | 37 | 28.7 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_1904 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 0.48 | 7.73 | 38.65 | model-npz/ResNet50_optadam_s1000_e5_b64_lr0001_1968.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 58 | 11.16 | 100 | 26.95 | 36 | 28.67 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_7575 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.48 | 7.76 | 38.82 | model-npz/ResNet50_optadam_s1000_e5_b64_lr00001_1685.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 58 | 11.87 | 100 | 26.99 | 38 | 29.11 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr01_2282 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 0.02 | 25.11 | 251.18 | model-npz/ResNet50_optadam_s1000_e10_b1_lr001_6492.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 5.24 | 100 | 44.38 | 29 | 28.62 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr001_2041 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 0.02 | 24.82 | 248.22 | model-npz/ResNet50_optadam_s1000_e10_b1_lr0001_1017.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 5.27 | 100 | 44.68 | 29 | 28.41 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2640 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.02 | 25.04 | 250.44 | model-npz/ResNet50_optadam_s1000_e10_b1_lr00001_2799.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 5.25 | 100 | 43.91 | 29 | 28.38 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr01_4104 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.01 | 2.15.1 | 12.2 | 0.03 | 13.98 | 139.86 | model-npz/ResNet50_optadam_s1000_e10_b2_lr001_3042.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 5.79 | 100 | 43.93 | 30 | 28.52 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr001_9164 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.001 | 2.15.1 | 12.2 | 0.03 | 13.64 | 136.47 | model-npz/ResNet50_optadam_s1000_e10_b2_lr0001_1482.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 6.1 | 100 | 44.96 | 30 | 28.71 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b2_lr0001_3054 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.03 | 13.96 | 139.65 | model-npz/ResNet50_optadam_s1000_e10_b2_lr00001_1934.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 5.82 | 100 | 43.63 | 30 | 28.67 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr01_1152 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.01 | 2.15.1 | 12.2 | 0.03 | 8.43 | 84.37 | model-npz/ResNet50_optadam_s1000_e10_b4_lr001_2058.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 6.51 | 100 | 41.41 | 32 | 28.79 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr001_1699 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.03 | 8.38 | 83.88 | model-npz/ResNet50_optadam_s1000_e10_b4_lr0001_1293.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 7 | 100 | 42.68 | 32 | 29.04 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b4_lr0001_2825 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.03 | 8.44 | 84.47 | model-npz/ResNet50_optadam_s1000_e10_b4_lr00001_2790.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 6.92 | 100 | 41.66 | 32 | 29.08 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr01_5083 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 0.05 | 5.76 | 57.64 | model-npz/ResNet50_optadam_s1000_e10_b8_lr001_2530.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 20 | 9.21 | 100 | 39.42 | 34 | 29.4 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr001_2646 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 0.04 | 5.67 | 56.77 | model-npz/ResNet50_optadam_s1000_e10_b8_lr0001_2586.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 9.4 | 100 | 39.39 | 34 | 29.53 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b8_lr0001_8586 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.04 | 5.51 | 55.09 | model-npz/ResNet50_optadam_s1000_e10_b8_lr00001_1165.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 9.77 | 100 | 41.4 | 34 | 29.61 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr01_3083 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.01 | 2.15.1 | 12.2 | 0.08 | 4.97 | 49.8 | model-npz/ResNet50_optadam_s1000_e10_b16_lr001_3006.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 11.81 | 100 | 34.48 | 36 | 29.58 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1123 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 0.08 | 5 | 50.02 | model-npz/ResNet50_optadam_s1000_e10_b16_lr0001_4180.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 12.28 | 100 | 36.38 | 36 | 29.67 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_2933 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.08 | 4.88 | 48.88 | model-npz/ResNet50_optadam_s1000_e10_b16_lr00001_1674.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 34 | 12.71 | 100 | 38.08 | 36 | 29.73 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_2554 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 0.14 | 4.55 | 45.56 | model-npz/ResNet50_optadam_s1000_e10_b32_lr001_4211.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 15.1 | 100 | 35.36 | 38 | 30.25 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_2266 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 0.14 | 4.49 | 44.98 | model-npz/ResNet50_optadam_s1000_e10_b32_lr0001_2864.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 14.82 | 100 | 34.25 | 37 | 30.16 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_1790 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.14 | 4.53 | 45.3 | model-npz/ResNet50_optadam_s1000_e10_b32_lr00001_3821.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 48 | 14.83 | 100 | 33.81 | 37 | 29.99 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_1673 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 0.28 | 4.53 | 45.33 | model-npz/ResNet50_optadam_s1000_e10_b64_lr001_3174.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 59 | 17.4 | 100 | 35.41 | 40 | 30.68 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_1961 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 0.28 | 4.48 | 44.84 | model-npz/ResNet50_optadam_s1000_e10_b64_lr0001_1562.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 58 | 17.67 | 100 | 37.76 | 39 | 31.14 |
ResNet50_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_1765 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.28 | 4.55 | 45.55 | model-npz/ResNet50_optadam_s1000_e10_b64_lr00001_2663.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 57 | 17.01 | 100 | 35.55 | 39 | 31.32 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_1128 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 15.72 | 15.73 | 15.77 | model-npz/ResNet50_optsgd_s1_e1_b1_lr001_2439.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.73 | 100 | 9.54 | 31 | 28.07 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_6970 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 15.57 | 15.57 | 15.59 | model-npz/ResNet50_optsgd_s1_e1_b1_lr0001_2895.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.02 | 100 | 13.45 | 27 | 26.25 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_3001 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 15.49 | 15.5 | 15.53 | model-npz/ResNet50_optsgd_s1_e1_b1_lr00001_2747.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 3 | 0.75 | 100 | 12.68 | 26 | 25.3 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_8736 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 7.81 | 7.82 | 15.65 | model-npz/ResNet50_optsgd_s1_e2_b1_lr001_2713.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.63 | 100 | 10.61 | 27 | 25.17 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_1719 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 7.85 | 7.85 | 15.75 | model-npz/ResNet50_optsgd_s1_e2_b1_lr0001_1882.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.64 | 100 | 9.14 | 26 | 24.52 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_2352 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 7.94 | 7.94 | 15.91 | model-npz/ResNet50_optsgd_s1_e2_b1_lr00001_3156.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.83 | 100 | 11.78 | 26 | 24.39 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_3048 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 3.2 | 3.21 | 16.06 | model-npz/ResNet50_optsgd_s1_e5_b1_lr001_5785.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.68 | 100 | 10.32 | 25 | 24.37 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_1257 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 3.29 | 3.29 | 16.47 | model-npz/ResNet50_optsgd_s1_e5_b1_lr0001_2256.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.79 | 100 | 12.07 | 26 | 24.26 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_3984 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 3.21 | 3.22 | 16.11 | model-npz/ResNet50_optsgd_s1_e5_b1_lr00001_2051.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.52 | 100 | 7.9 | 26 | 24.33 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_1099 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 1.58 | 1.58 | 15.87 | model-npz/ResNet50_optsgd_s1_e10_b1_lr001_5182.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.73 | 100 | 10.39 | 26 | 24.24 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_3099 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 1.61 | 1.61 | 16.13 | model-npz/ResNet50_optsgd_s1_e10_b1_lr0001_1056.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.81 | 100 | 11.83 | 26 | 24.26 |
ResNet50_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_2692 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 1.57 | 1.57 | 15.72 | model-npz/ResNet50_optsgd_s1_e10_b1_lr00001_2999.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1 | 100 | 13.88 | 25 | 24.25 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_1921 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 1.62 | 16.22 | 16.24 | model-npz/ResNet50_optsgd_s10_e1_b1_lr001_2525.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.68 | 100 | 9.73 | 25 | 24.32 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_2339 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 1.58 | 15.81 | 15.86 | model-npz/ResNet50_optsgd_s10_e1_b1_lr0001_6955.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.78 | 100 | 12 | 25 | 24.27 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_2785 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 1.6 | 16.02 | 16.04 | model-npz/ResNet50_optsgd_s10_e1_b1_lr00001_1829.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.78 | 100 | 12.24 | 25 | 24.29 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr01_1558 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 3.17 | 15.87 | 15.89 | model-npz/ResNet50_optsgd_s10_e1_b2_lr001_2191.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.78 | 100 | 11.6 | 26 | 24.3 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr001_5510 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 3.14 | 15.73 | 15.75 | model-npz/ResNet50_optsgd_s10_e1_b2_lr0001_1558.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.98 | 100 | 13.07 | 26 | 24.29 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b2_lr0001_3382 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 3.21 | 16.05 | 16.07 | model-npz/ResNet50_optsgd_s10_e1_b2_lr00001_1318.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.88 | 100 | 12.07 | 26 | 24.27 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr01_1472 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 5.87 | 17.61 | 17.64 | model-npz/ResNet50_optsgd_s10_e1_b4_lr001_8556.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.36 | 100 | 15.16 | 27 | 24.5 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_2953 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 5.89 | 17.67 | 17.69 | model-npz/ResNet50_optsgd_s10_e1_b4_lr0001_1921.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 10 | 1.3 | 100 | 14.82 | 27 | 24.5 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_1064 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 6 | 18 | 18.04 | model-npz/ResNet50_optsgd_s10_e1_b4_lr00001_1170.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.7 | 100 | 16.75 | 27 | 24.57 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_1092 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 8.86 | 17.72 | 17.74 | model-npz/ResNet50_optsgd_s10_e1_b8_lr001_3103.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.48 | 100 | 15.23 | 27 | 24.7 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_2673 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 8.86 | 17.72 | 17.76 | model-npz/ResNet50_optsgd_s10_e1_b8_lr0001_2458.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.38 | 100 | 13.02 | 27 | 24.71 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_7964 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 9.01 | 18.02 | 18.05 | model-npz/ResNet50_optsgd_s10_e1_b8_lr00001_1862.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 13 | 1.58 | 100 | 14.47 | 27 | 24.73 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_2778 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.82 | 8.2 | 16.43 | model-npz/ResNet50_optsgd_s10_e2_b1_lr001_8445.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.79 | 100 | 12.6 | 26 | 24.4 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_1168 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.82 | 8.2 | 16.41 | model-npz/ResNet50_optsgd_s10_e2_b1_lr0001_2054.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.6 | 100 | 10.33 | 25 | 24.33 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_2625 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.8 | 7.99 | 16.01 | model-npz/ResNet50_optsgd_s10_e2_b1_lr00001_2274.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 0.85 | 100 | 12.17 | 25 | 24.37 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_2228 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 1.61 | 8.08 | 16.18 | model-npz/ResNet50_optsgd_s10_e2_b2_lr001_2578.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.73 | 100 | 11.66 | 26 | 24.32 |
ResNet50_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr001_1484 | 10 | 224 | 224 | 3 | 10 | sgd | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 1.59 | 7.97 | 15.99 | model-npz/ResNet50_optsgd_s10_e2_b2_lr0001_5791.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.02 | 100 | 13.22 | 26 | 24.29 |
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