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ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr001_1218 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.001 | 2.15.1 | 12.2 | 0.37 | 9.24 | 92.44 | model-npz/ResNet152_optadam_s100_e10_b4_lr0001_1691.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.21 | 56 | 10.55 | 30 | 26.57 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b4_lr0001_1148 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.37 | 9.28 | 92.84 | model-npz/ResNet152_optadam_s100_e10_b4_lr00001_3334.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.13 | 54 | 10.03 | 31 | 26.52 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr01_1714 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.01 | 2.15.1 | 12.2 | 0.67 | 8.73 | 87.32 | model-npz/ResNet152_optadam_s100_e10_b8_lr001_3287.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.41 | 67 | 8.45 | 32 | 26.56 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr001_2205 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.001 | 2.15.1 | 12.2 | 0.67 | 8.67 | 86.81 | model-npz/ResNet152_optadam_s100_e10_b8_lr0001_2459.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.41 | 67 | 8.76 | 32 | 26.48 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b8_lr0001_1530 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.67 | 8.66 | 86.7 | model-npz/ResNet152_optadam_s100_e10_b8_lr00001_4297.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1.46 | 69 | 8.6 | 32 | 26.51 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr01_2025 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.01 | 2.15.1 | 12.2 | 1.19 | 8.33 | 83.39 | model-npz/ResNet152_optadam_s100_e10_b16_lr001_1547.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 1.8 | 73 | 7.65 | 34 | 26.49 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr001_2948 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 1.2 | 8.38 | 83.83 | model-npz/ResNet152_optadam_s100_e10_b16_lr0001_7038.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 1.78 | 77 | 7.76 | 34 | 26.47 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b16_lr0001_1700 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 1.17 | 8.17 | 81.74 | model-npz/ResNet152_optadam_s100_e10_b16_lr00001_1940.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 21 | 1.65 | 76 | 7.37 | 34 | 26.54 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr01_2383 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 2.04 | 8.17 | 81.76 | model-npz/ResNet152_optadam_s100_e10_b32_lr001_2039.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 2.35 | 92 | 7.73 | 36 | 26.54 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr001_2786 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 2.02 | 8.09 | 80.96 | model-npz/ResNet152_optadam_s100_e10_b32_lr0001_3527.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 2.04 | 94 | 6.45 | 36 | 26.65 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b32_lr0001_1324 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 2.02 | 8.11 | 81.09 | model-npz/ResNet152_optadam_s100_e10_b32_lr00001_1061.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 2.22 | 95 | 7.06 | 37 | 26.71 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr01_5592 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 4.11 | 8.22 | 82.28 | model-npz/ResNet152_optadam_s100_e10_b64_lr001_8760.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 49 | 3.02 | 96 | 8.44 | 39 | 26.98 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr001_2707 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 4.11 | 8.23 | 82.33 | model-npz/ResNet152_optadam_s100_e10_b64_lr0001_1571.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 2.92 | 96 | 7.93 | 39 | 27.14 |
ResNet152_architecture_optadam_s100_ipd224x224x3_opd10_e10_b64_lr0001_3165 | 100 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 4.11 | 8.22 | 82.26 | model-npz/ResNet152_optadam_s100_e10_b64_lr00001_1787.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 52 | 3.09 | 96 | 8.21 | 39 | 27.15 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr01_2411 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 0.14 | 141.77 | 141.79 | model-npz/ResNet152_optadam_s1000_e1_b1_lr001_1631.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.78 | 53 | 20.41 | 29 | 27.35 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr001_6157 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 0.15 | 147.17 | 147.19 | model-npz/ResNet152_optadam_s1000_e1_b1_lr0001_2367.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.58 | 54 | 20.03 | 29 | 27.3 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b1_lr0001_1165 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.15 | 147.15 | 147.2 | model-npz/ResNet152_optadam_s1000_e1_b1_lr00001_1398.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.63 | 56 | 19.81 | 29 | 27.3 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr01_1167 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.01 | 2.15.1 | 12.2 | 0.22 | 109.59 | 109.61 | model-npz/ResNet152_optadam_s1000_e1_b2_lr001_1458.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 1.3 | 49 | 15.13 | 30 | 26.97 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr001_1502 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.001 | 2.15.1 | 12.2 | 0.22 | 109.89 | 109.92 | model-npz/ResNet152_optadam_s1000_e1_b2_lr0001_1990.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.29 | 53 | 14.51 | 30 | 26.89 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3076 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.22 | 109.66 | 109.7 | model-npz/ResNet152_optadam_s1000_e1_b2_lr00001_2139.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.28 | 50 | 14.95 | 30 | 26.87 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr01_3055 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.01 | 2.15.1 | 12.2 | 0.38 | 95.58 | 95.6 | model-npz/ResNet152_optadam_s1000_e1_b4_lr001_4075.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.17 | 57 | 10.08 | 30 | 26.69 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr001_1173 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.001 | 2.15.1 | 12.2 | 0.37 | 92.9 | 92.93 | model-npz/ResNet152_optadam_s1000_e1_b4_lr0001_1333.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 9 | 1.18 | 54 | 10.18 | 30 | 26.62 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b4_lr0001_6298 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.37 | 93.34 | 93.37 | model-npz/ResNet152_optadam_s1000_e1_b4_lr00001_2383.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.14 | 61 | 10.1 | 30 | 26.61 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr01_1771 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.01 | 2.15.1 | 12.2 | 0.67 | 83.95 | 83.98 | model-npz/ResNet152_optadam_s1000_e1_b8_lr001_2119.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.14 | 67 | 7.34 | 32 | 26.53 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr001_1910 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.001 | 2.15.1 | 12.2 | 0.66 | 83.16 | 83.19 | model-npz/ResNet152_optadam_s1000_e1_b8_lr0001_1854.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.27 | 66 | 7.6 | 32 | 26.42 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b8_lr0001_1038 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.67 | 84.3 | 84.33 | model-npz/ResNet152_optadam_s1000_e1_b8_lr00001_3265.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 1.18 | 63 | 7.34 | 32 | 26.42 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr01_1086 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.01 | 2.15.1 | 12.2 | 1.31 | 82.5 | 82.53 | model-npz/ResNet152_optadam_s1000_e1_b16_lr001_1910.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 1.79 | 76 | 7.6 | 34 | 26.54 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr001_3753 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.001 | 2.15.1 | 12.2 | 1.32 | 83.06 | 83.09 | model-npz/ResNet152_optadam_s1000_e1_b16_lr0001_2558.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 1.69 | 75 | 7.08 | 35 | 26.62 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2310 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 16 | 0.0001 | 2.15.1 | 12.2 | 1.31 | 82.78 | 82.81 | model-npz/ResNet152_optadam_s1000_e1_b16_lr00001_3165.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 1.65 | 78 | 7.35 | 34 | 26.64 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr01_2324 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.01 | 2.15.1 | 12.2 | 2.52 | 80.72 | 80.76 | model-npz/ResNet152_optadam_s1000_e1_b32_lr001_2739.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 2.16 | 92 | 6.43 | 37 | 26.63 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr001_2454 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.001 | 2.15.1 | 12.2 | 2.53 | 80.92 | 80.95 | model-npz/ResNet152_optadam_s1000_e1_b32_lr0001_3182.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 2.32 | 94 | 7.3 | 37 | 26.67 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b32_lr0001_3007 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 32 | 0.0001 | 2.15.1 | 12.2 | 2.55 | 81.52 | 81.54 | model-npz/ResNet152_optadam_s1000_e1_b32_lr00001_3163.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 2.41 | 96 | 7.55 | 36 | 26.63 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr01_1350 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.01 | 2.15.1 | 12.2 | 5.16 | 82.59 | 82.61 | model-npz/ResNet152_optadam_s1000_e1_b64_lr001_1257.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 2.82 | 94 | 8.06 | 38 | 27.07 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr001_1521 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.001 | 2.15.1 | 12.2 | 5.16 | 82.66 | 82.68 | model-npz/ResNet152_optadam_s1000_e1_b64_lr0001_3038.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 3.45 | 95 | 9.11 | 38 | 27.15 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2177 | 1,000 | 224 | 224 | 3 | 10 | adam | 1 | 64 | 0.0001 | 2.15.1 | 12.2 | 5.15 | 82.45 | 82.47 | model-npz/ResNet152_optadam_s1000_e1_b64_lr00001_3705.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 3.61 | 96 | 9.87 | 38 | 27.21 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr01_1643 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 0.1 | 105.58 | 211.19 | model-npz/ResNet152_optadam_s1000_e2_b1_lr001_8581.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 2.42 | 48 | 26.86 | 35 | 33.25 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr001_2700 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 0.11 | 111.31 | 222.67 | model-npz/ResNet152_optadam_s1000_e2_b1_lr0001_1318.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 2.12 | 49 | 26.86 | 35 | 33.48 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2988 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.11 | 111.75 | 223.52 | model-npz/ResNet152_optadam_s1000_e2_b1_lr00001_1942.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 2.13 | 48 | 26.43 | 35 | 33.56 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr01_8200 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.01 | 2.15.1 | 12.2 | 0.15 | 74.5 | 149.02 | model-npz/ResNet152_optadam_s1000_e2_b2_lr001_1160.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.87 | 57 | 21.53 | 36 | 33.23 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr001_2035 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.001 | 2.15.1 | 12.2 | 0.15 | 75.43 | 150.91 | model-npz/ResNet152_optadam_s1000_e2_b2_lr0001_2789.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.91 | 54 | 21.69 | 36 | 33.07 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2946 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.15 | 73.21 | 146.45 | model-npz/ResNet152_optadam_s1000_e2_b2_lr00001_1694.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 1.88 | 50 | 21.98 | 36 | 33.07 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr01_1925 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.01 | 2.15.1 | 12.2 | 0.23 | 57.16 | 114.34 | model-npz/ResNet152_optadam_s1000_e2_b4_lr001_1110.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.8 | 58 | 15.96 | 37 | 32.82 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr001_2339 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.001 | 2.15.1 | 12.2 | 0.23 | 56.89 | 113.81 | model-npz/ResNet152_optadam_s1000_e2_b4_lr0001_3365.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 1.83 | 55 | 16.23 | 37 | 32.94 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b4_lr0001_2081 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.23 | 57.34 | 114.71 | model-npz/ResNet152_optadam_s1000_e2_b4_lr00001_2668.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 1.8 | 58 | 16.19 | 37 | 32.91 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr01_4953 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.01 | 2.15.1 | 12.2 | 0.38 | 47.84 | 95.71 | model-npz/ResNet152_optadam_s1000_e2_b8_lr001_2249.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 2.02 | 64 | 12.32 | 39 | 32.63 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr001_2273 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.001 | 2.15.1 | 12.2 | 0.38 | 47.41 | 94.85 | model-npz/ResNet152_optadam_s1000_e2_b8_lr0001_1916.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 2.01 | 66 | 12.25 | 38 | 32.65 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2957 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.38 | 47.63 | 95.28 | model-npz/ResNet152_optadam_s1000_e2_b8_lr00001_1832.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 1.98 | 65 | 12.26 | 38 | 32.31 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr01_1547 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.01 | 2.15.1 | 12.2 | 0.71 | 44.87 | 89.77 | model-npz/ResNet152_optadam_s1000_e2_b16_lr001_2550.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 2.84 | 77 | 11.42 | 40 | 32.32 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr001_3266 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.001 | 2.15.1 | 12.2 | 0.71 | 45.04 | 90.12 | model-npz/ResNet152_optadam_s1000_e2_b16_lr0001_1574.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 2.73 | 78 | 10.98 | 40 | 32.46 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b16_lr0001_9768 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.72 | 45.31 | 90.64 | model-npz/ResNet152_optadam_s1000_e2_b16_lr00001_1931.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 2.81 | 76 | 11.32 | 39 | 32.39 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr01_9353 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.01 | 2.15.1 | 12.2 | 1.34 | 43.06 | 86.14 | model-npz/ResNet152_optadam_s1000_e2_b32_lr001_2004.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 39 | 3.49 | 94 | 9.92 | 43 | 32.29 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr001_1205 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.001 | 2.15.1 | 12.2 | 1.35 | 43.2 | 86.44 | model-npz/ResNet152_optadam_s1000_e2_b32_lr0001_2284.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 3.72 | 91 | 10.58 | 42 | 32.46 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b32_lr0001_7814 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 32 | 0.0001 | 2.15.1 | 12.2 | 1.34 | 42.81 | 85.65 | model-npz/ResNet152_optadam_s1000_e2_b32_lr00001_8638.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 40 | 3.56 | 93 | 9.94 | 44 | 32.58 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr01_1041 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.01 | 2.15.1 | 12.2 | 2.7 | 43.25 | 86.52 | model-npz/ResNet152_optadam_s1000_e2_b64_lr001_3154.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 4.68 | 96 | 10.79 | 45 | 32.94 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr001_3035 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.001 | 2.15.1 | 12.2 | 2.72 | 43.48 | 86.98 | model-npz/ResNet152_optadam_s1000_e2_b64_lr0001_4956.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 4.55 | 96 | 10.84 | 45 | 33.28 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e2_b64_lr0001_1060 | 1,000 | 224 | 224 | 3 | 10 | adam | 2 | 64 | 0.0001 | 2.15.1 | 12.2 | 2.72 | 43.56 | 87.16 | model-npz/ResNet152_optadam_s1000_e2_b64_lr00001_3010.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 4.36 | 95 | 10.07 | 45 | 33.16 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr01_7693 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 0.09 | 87.84 | 439.23 | model-npz/ResNet152_optadam_s1000_e5_b1_lr001_2149.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 2.77 | 53 | 34.41 | 35 | 34.18 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr001_7003 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 0.09 | 88.52 | 442.63 | model-npz/ResNet152_optadam_s1000_e5_b1_lr0001_2414.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 2.7 | 46 | 33.84 | 35 | 34.29 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b1_lr0001_3122 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 0.09 | 88.14 | 440.74 | model-npz/ResNet152_optadam_s1000_e5_b1_lr00001_3236.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.74 | 54 | 34.14 | 35 | 34.31 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr01_2098 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.01 | 2.15.1 | 12.2 | 0.1 | 51.75 | 258.8 | model-npz/ResNet152_optadam_s1000_e5_b2_lr001_2754.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.75 | 56 | 31.79 | 36 | 33.86 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr001_2881 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.001 | 2.15.1 | 12.2 | 0.1 | 52.04 | 260.22 | model-npz/ResNet152_optadam_s1000_e5_b2_lr0001_2182.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.76 | 55 | 31.82 | 35 | 33.75 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b2_lr0001_6847 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 2 | 0.0001 | 2.15.1 | 12.2 | 0.1 | 52.99 | 264.96 | model-npz/ResNet152_optadam_s1000_e5_b2_lr00001_8165.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 2.74 | 54 | 31.3 | 36 | 33.8 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr01_2967 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.01 | 2.15.1 | 12.2 | 0.13 | 33.55 | 167.81 | model-npz/ResNet152_optadam_s1000_e5_b4_lr001_7455.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 3.06 | 56 | 27.02 | 37 | 33.86 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr001_3058 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.001 | 2.15.1 | 12.2 | 0.13 | 34.13 | 170.66 | model-npz/ResNet152_optadam_s1000_e5_b4_lr0001_2729.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 2.95 | 60 | 26.51 | 37 | 33.99 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3142 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 4 | 0.0001 | 2.15.1 | 12.2 | 0.13 | 34.05 | 170.26 | model-npz/ResNet152_optadam_s1000_e5_b4_lr00001_2772.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 8 | 3.01 | 54 | 26.61 | 37 | 33.74 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr01_3105 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.01 | 2.15.1 | 12.2 | 0.2 | 24.93 | 124.71 | model-npz/ResNet152_optadam_s1000_e5_b8_lr001_2216.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 3.65 | 64 | 22.49 | 39 | 33.66 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr001_8445 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.001 | 2.15.1 | 12.2 | 0.2 | 24.56 | 122.85 | model-npz/ResNet152_optadam_s1000_e5_b8_lr0001_1796.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 12 | 3.71 | 66 | 22.75 | 39 | 33.68 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1287 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 8 | 0.0001 | 2.15.1 | 12.2 | 0.2 | 24.88 | 124.43 | model-npz/ResNet152_optadam_s1000_e5_b8_lr00001_2573.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 11 | 3.67 | 63 | 22.47 | 39 | 33.66 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr01_1668 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.01 | 2.15.1 | 12.2 | 0.34 | 21.2 | 106.05 | model-npz/ResNet152_optadam_s1000_e5_b16_lr001_3004.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 5.37 | 77 | 20.41 | 42 | 33.67 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr001_2595 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.001 | 2.15.1 | 12.2 | 0.34 | 21.3 | 106.52 | model-npz/ResNet152_optadam_s1000_e5_b16_lr0001_3058.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 5.24 | 78 | 20.01 | 40 | 33.47 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b16_lr0001_8913 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.34 | 21.26 | 106.35 | model-npz/ResNet152_optadam_s1000_e5_b16_lr00001_2063.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 22 | 5.24 | 79 | 19.62 | 41 | 33.64 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr01_1563 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.01 | 2.15.1 | 12.2 | 0.61 | 19.45 | 97.31 | model-npz/ResNet152_optadam_s1000_e5_b32_lr001_1580.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 41 | 6.88 | 95 | 17.41 | 45 | 33.9 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr001_1049 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.001 | 2.15.1 | 12.2 | 0.61 | 19.67 | 98.38 | model-npz/ResNet152_optadam_s1000_e5_b32_lr0001_7413.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 39 | 6.75 | 92 | 17.52 | 45 | 34.2 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1586 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.61 | 19.58 | 97.93 | model-npz/ResNet152_optadam_s1000_e5_b32_lr00001_1940.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 7.01 | 95 | 17.69 | 44 | 33.95 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr01_1767 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.01 | 2.15.1 | 12.2 | 1.2 | 19.2 | 96.05 | model-npz/ResNet152_optadam_s1000_e5_b64_lr001_1857.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 8.6 | 95 | 18.1 | 47 | 34.28 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr001_1627 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.001 | 2.15.1 | 12.2 | 1.2 | 19.25 | 96.3 | model-npz/ResNet152_optadam_s1000_e5_b64_lr0001_1353.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 53 | 8.42 | 95 | 17.79 | 47 | 34.59 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e5_b64_lr0001_1513 | 1,000 | 224 | 224 | 3 | 10 | adam | 5 | 64 | 0.0001 | 2.15.1 | 12.2 | 1.21 | 19.32 | 96.64 | model-npz/ResNet152_optadam_s1000_e5_b64_lr00001_1313.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 8.22 | 95 | 17.38 | 47 | 34.39 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr001_1544 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.001 | 2.15.1 | 12.2 | 0.21 | 13.5 | 135.04 | model-npz/ResNet152_optadam_s1000_e10_b16_lr0001_3378.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 8.05 | 76 | 28.61 | 42 | 34.4 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b16_lr0001_8321 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 16 | 0.0001 | 2.15.1 | 12.2 | 0.21 | 13.22 | 132.22 | model-npz/ResNet152_optadam_s1000_e10_b16_lr00001_4551.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 23 | 8.25 | 81 | 30.33 | 43 | 35.26 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr01_1566 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.01 | 2.15.1 | 12.2 | 0.36 | 11.52 | 115.27 | model-npz/ResNet152_optadam_s1000_e10_b32_lr001_2568.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 11.32 | 96 | 27.79 | 48 | 36.09 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr001_3532 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.001 | 2.15.1 | 12.2 | 0.36 | 11.48 | 114.83 | model-npz/ResNet152_optadam_s1000_e10_b32_lr0001_1744.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 11.36 | 96 | 28.12 | 46 | 35.82 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b32_lr0001_2117 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 32 | 0.0001 | 2.15.1 | 12.2 | 0.36 | 11.48 | 114.82 | model-npz/ResNet152_optadam_s1000_e10_b32_lr00001_8406.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 42 | 11.33 | 96 | 27.71 | 46 | 35.77 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr01_2096 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.01 | 2.15.1 | 12.2 | 0.69 | 11.1 | 111.06 | model-npz/ResNet152_optadam_s1000_e10_b64_lr001_3021.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 13.46 | 95 | 26.34 | 50 | 36.37 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr001_7802 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.001 | 2.15.1 | 12.2 | 0.69 | 11.08 | 110.83 | model-npz/ResNet152_optadam_s1000_e10_b64_lr0001_1974.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 54 | 13.35 | 96 | 26.04 | 51 | 36.84 |
ResNet152_architecture_optadam_s1000_ipd224x224x3_opd10_e10_b64_lr0001_2574 | 1,000 | 224 | 224 | 3 | 10 | adam | 10 | 64 | 0.0001 | 2.15.1 | 12.2 | 0.69 | 11.02 | 110.23 | model-npz/ResNet152_optadam_s1000_e10_b64_lr00001_5826.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 55 | 13.79 | 95 | 27.49 | 48 | 36.4 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr01_3378 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 45.25 | 45.26 | 45.29 | model-npz/ResNet152_optsgd_s1_e1_b1_lr001_1618.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.12 | 58 | 1.05 | 37 | 33.37 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr001_1084 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 45.06 | 45.07 | 45.09 | model-npz/ResNet152_optsgd_s1_e1_b1_lr0001_5071.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.14 | 38 | 1.23 | 33 | 31.17 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e1_b1_lr0001_1483 | 1 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 45.25 | 45.26 | 45.29 | model-npz/ResNet152_optsgd_s1_e1_b1_lr00001_1106.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.17 | 87 | 2.13 | 32 | 30.6 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr01_2215 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.01 | 2.15.1 | 12.2 | 22.55 | 22.56 | 45.15 | model-npz/ResNet152_optsgd_s1_e2_b1_lr001_3105.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.24 | 57 | 2.19 | 32 | 30.2 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr001_1256 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.001 | 2.15.1 | 12.2 | 22.56 | 22.56 | 45.15 | model-npz/ResNet152_optsgd_s1_e2_b1_lr0001_3286.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.17 | 84 | 2.29 | 31 | 30.19 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e2_b1_lr0001_8757 | 1 | 224 | 224 | 3 | 10 | sgd | 2 | 1 | 0.0001 | 2.15.1 | 12.2 | 22.43 | 22.44 | 44.9 | model-npz/ResNet152_optsgd_s1_e2_b1_lr00001_1470.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.22 | 57 | 1.98 | 32 | 30.15 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr01_7379 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.01 | 2.15.1 | 12.2 | 9.04 | 9.05 | 45.26 | model-npz/ResNet152_optsgd_s1_e5_b1_lr001_3073.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 5 | 0.28 | 51 | 2.39 | 31 | 30.07 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr001_3461 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.001 | 2.15.1 | 12.2 | 9.07 | 9.08 | 45.44 | model-npz/ResNet152_optsgd_s1_e5_b1_lr0001_1758.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.15 | 57 | 1.32 | 31 | 30.11 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e5_b1_lr0001_1818 | 1 | 224 | 224 | 3 | 10 | sgd | 5 | 1 | 0.0001 | 2.15.1 | 12.2 | 9.02 | 9.03 | 45.17 | model-npz/ResNet152_optsgd_s1_e5_b1_lr00001_2665.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.2 | 51 | 1.78 | 32 | 30.1 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr01_2936 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.01 | 2.15.1 | 12.2 | 4.54 | 4.54 | 45.47 | model-npz/ResNet152_optsgd_s1_e10_b1_lr001_1426.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.25 | 52 | 2.21 | 32 | 30.16 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr001_1687 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.001 | 2.15.1 | 12.2 | 4.54 | 4.55 | 45.51 | model-npz/ResNet152_optsgd_s1_e10_b1_lr0001_1802.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.18 | 55 | 2.03 | 32 | 30.22 |
ResNet152_architecture_optsgd_s1_ipd224x224x3_opd10_e10_b1_lr0001_3050 | 1 | 224 | 224 | 3 | 10 | sgd | 10 | 1 | 0.0001 | 2.15.1 | 12.2 | 4.6 | 4.61 | 46.12 | model-npz/ResNet152_optsgd_s1_e10_b1_lr00001_2252.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.22 | 46 | 1.82 | 31 | 30.15 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr01_1159 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.01 | 2.15.1 | 12.2 | 4.55 | 45.56 | 45.58 | model-npz/ResNet152_optsgd_s10_e1_b1_lr001_1499.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.19 | 44 | 1.84 | 32 | 30.17 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr001_3270 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.001 | 2.15.1 | 12.2 | 4.56 | 45.59 | 45.61 | model-npz/ResNet152_optsgd_s10_e1_b1_lr0001_5874.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 7 | 0.19 | 57 | 1.74 | 32 | 30.64 |
ResNet152_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b1_lr0001_2803 | 10 | 224 | 224 | 3 | 10 | sgd | 1 | 1 | 0.0001 | 2.15.1 | 12.2 | 4.59 | 45.93 | 45.95 | model-npz/ResNet152_optsgd_s10_e1_b1_lr00001_7420.npz | Nvidia | NVIDIA A100-SXM4-80GB | Ampere | 8 | 6,912 | 108 | 80 | hbm2e | 2,040 | 432 | 6 | 0.25 | 56 | 2.35 | 32 | 30.94 |
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