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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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