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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_2003
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 0.01 | 3.88 | 19.41 |
model-npz/MobileNet_optsgd_s1000_e5_b4_lr001_2503.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 3.49 | 100 | 30.43 | 32 | 30.32 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_2168
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 0.01 | 3.8 | 19 |
model-npz/MobileNet_optsgd_s1000_e5_b4_lr0001_2719.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 3.56 | 100 | 30.42 | 32 | 29.69 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_9513
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 0.01 | 3.87 | 19.39 |
model-npz/MobileNet_optsgd_s1000_e5_b4_lr0001_1434.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 3.42 | 100 | 31.52 | 33 | 30.46 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3106
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 3.83 | 19.19 |
model-npz/MobileNet_optsgd_s1000_e5_b4_lr00001_2474.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 3.63 | 100 | 31.54 | 32 | 29.78 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3169
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 4.26 | 21.34 |
model-npz/MobileNet_optsgd_s1000_e5_b8_lr001_5992.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 13 | 4.49 | 100 | 33.36 | 33 | 29.77 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_3169
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 4.26 | 21.34 |
model-npz/MobileNet_optsgd_s1000_e5_b4_lr00001_2668.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 3.26 | 100 | 29.02 | 33 | 30.42 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_1718
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 0.02 | 2.85 | 14.27 |
model-npz/MobileNet_optsgd_s1000_e5_b8_lr0001_2597.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 14 | 4.16 | 100 | 28.92 | 34 | 29.79 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_1869
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 0.02 | 2.93 | 14.66 |
model-npz/MobileNet_optsgd_s1000_e5_b8_lr0001_3850.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 14 | 4.55 | 100 | 32.05 | 35 | 30.74 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_8021
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 2.85 | 14.29 |
model-npz/MobileNet_optsgd_s1000_e5_b8_lr00001_1315.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 14 | 4.49 | 100 | 34.03 | 34 | 30.19 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1909
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 2.9 | 14.54 |
model-npz/MobileNet_optsgd_s1000_e5_b8_lr00001_4779.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 14 | 4.56 | 100 | 32.82 | 35 | 30.79 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2274
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 0.04 | 2.73 | 13.7 |
model-npz/MobileNet_optsgd_s1000_e5_b16_lr001_1456.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 5.92 | 100 | 32.42 | 34 | 30.17 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_2639
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 0.04 | 2.77 | 13.9 |
model-npz/MobileNet_optsgd_s1000_e5_b16_lr001_3126.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 6.27 | 100 | 32.76 | 36 | 30.97 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1241
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 0.04 | 2.81 | 14.08 |
model-npz/MobileNet_optsgd_s1000_e5_b16_lr0001_1579.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 6.66 | 100 | 32.95 | 34 | 30.03 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_2283
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 0.04 | 2.82 | 14.14 |
model-npz/MobileNet_optsgd_s1000_e5_b16_lr0001_1894.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 5.71 | 100 | 27.87 | 36 | 30.89 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_6775
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.04 | 2.72 | 13.66 |
model-npz/MobileNet_optsgd_s1000_e5_b16_lr00001_1074.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 6.89 | 100 | 35.67 | 35 | 30.5 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_1563
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.04 | 2.83 | 14.19 |
model-npz/MobileNet_optsgd_s1000_e5_b16_lr00001_4518.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 6.05 | 100 | 29.53 | 36 | 31.16 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2414
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 0.08 | 2.64 | 13.23 |
model-npz/MobileNet_optsgd_s1000_e5_b32_lr001_3333.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 33 | 7.94 | 100 | 33.09 | 35 | 30.49 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_2302
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 0.08 | 2.64 | 13.24 |
model-npz/MobileNet_optsgd_s1000_e5_b32_lr001_2946.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 34 | 7.42 | 100 | 32.81 | 37 | 31.25 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_4558
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 0.08 | 2.58 | 12.95 |
model-npz/MobileNet_optsgd_s1000_e5_b32_lr0001_3320.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 33 | 7.19 | 100 | 31.08 | 35 | 30.33 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_3288
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 0.08 | 2.67 | 13.36 |
model-npz/MobileNet_optsgd_s1000_e5_b32_lr0001_7223.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 33 | 7.19 | 100 | 30.83 | 37 | 31.25 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_1373
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.08 | 2.61 | 13.09 |
model-npz/MobileNet_optsgd_s1000_e5_b32_lr00001_4915.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 33 | 8.14 | 100 | 32.31 | 36 | 30.26 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2735
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.08 | 2.67 | 13.39 |
model-npz/MobileNet_optsgd_s1000_e5_b32_lr00001_3038.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 32 | 7.51 | 100 | 33.62 | 37 | 31.16 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_3104
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 0.17 | 2.74 | 13.73 |
model-npz/MobileNet_optsgd_s1000_e5_b64_lr001_9034.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 9.51 | 100 | 33.32 | 36 | 30.62 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_2379
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 0.17 | 2.74 | 13.73 |
model-npz/MobileNet_optsgd_s1000_e5_b64_lr001_1122.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 10.69 | 100 | 36.81 | 38 | 32 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_2060
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 0.17 | 2.69 | 13.48 |
model-npz/MobileNet_optsgd_s1000_e5_b64_lr0001_1378.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 9.78 | 100 | 35.03 | 36 | 30.97 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_2115
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 0.17 | 2.74 | 13.71 |
model-npz/MobileNet_optsgd_s1000_e5_b64_lr0001_3075.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 9.32 | 100 | 34.16 | 38 | 32.27 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_9117
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.17 | 2.72 | 13.66 |
model-npz/MobileNet_optsgd_s1000_e5_b64_lr00001_2200.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 9 | 100 | 35.67 | 36 | 31.11 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_3400
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.17 | 2.76 | 13.84 |
model-npz/MobileNet_optsgd_s1000_e5_b64_lr00001_8647.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 9.68 | 100 | 33.03 | 38 | 31.97 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_6944
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.01 | 9.2 | 92.05 |
model-npz/MobileNet_optsgd_s1000_e10_b1_lr001_1101.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 3.37 | 100 | 35.34 | 31 | 29.03 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_3249
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.01 | 9.44 | 94.43 |
model-npz/MobileNet_optsgd_s1000_e10_b1_lr001_1858.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 2.91 | 100 | 35.84 | 32 | 29.66 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_2258
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.01 | 9.14 | 91.48 |
model-npz/MobileNet_optsgd_s1000_e10_b1_lr0001_3009.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 3.36 | 100 | 35.42 | 29 | 28.78 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_2120
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.01 | 9.45 | 94.55 |
model-npz/MobileNet_optsgd_s1000_e10_b1_lr0001_2236.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 3.15 | 100 | 35.09 | 29 | 28.73 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2704
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 9.22 | 92.21 |
model-npz/MobileNet_optsgd_s1000_e10_b1_lr00001_2543.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 3.3 | 100 | 35.72 | 30 | 28.92 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr0001_1696
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 9.34 | 93.44 |
model-npz/MobileNet_optsgd_s1000_e10_b1_lr00001_1650.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 3.1 | 100 | 35.25 | 29 | 28.83 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr01_1253
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 0.01 | 5.14 | 51.4 |
model-npz/MobileNet_optsgd_s1000_e10_b2_lr001_1394.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 3.11 | 100 | 35.33 | 31 | 29.94 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr01_2064
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 0.01 | 5.14 | 51.38 |
model-npz/MobileNet_optsgd_s1000_e10_b2_lr001_3278.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 3.12 | 100 | 35.37 | 31 | 29.92 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr001_2745
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 0.01 | 5.08 | 50.83 |
model-npz/MobileNet_optsgd_s1000_e10_b2_lr0001_2948.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 3.43 | 100 | 36.22 | 31 | 30.3 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr001_6968
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 0.01 | 5.1 | 51.04 |
model-npz/MobileNet_optsgd_s1000_e10_b2_lr0001_1573.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 3.28 | 100 | 35.68 | 31 | 30.26 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr0001_3074
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 5.04 | 50.43 |
model-npz/MobileNet_optsgd_s1000_e10_b2_lr00001_8779.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 3.32 | 100 | 35.91 | 32 | 30.59 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr0001_2278
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 5.17 | 51.76 |
model-npz/MobileNet_optsgd_s1000_e10_b2_lr00001_1348.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 3.12 | 100 | 34.85 | 32 | 30.42 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr01_1558
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 0.01 | 3.01 | 30.15 |
model-npz/MobileNet_optsgd_s1000_e10_b4_lr001_4289.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 4.55 | 100 | 36.9 | 32 | 30.84 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr01_3347
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 0.01 | 3.01 | 30.16 |
model-npz/MobileNet_optsgd_s1000_e10_b4_lr001_1085.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 4.51 | 100 | 37.88 | 32 | 30.78 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr001_2492
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 0.01 | 3.52 | 35.21 |
model-npz/MobileNet_optsgd_s1000_e10_b4_lr0001_3122.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 9 | 4.05 | 100 | 34.9 | 32 | 30.91 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr001_1621
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 0.01 | 3.06 | 30.59 |
model-npz/MobileNet_optsgd_s1000_e10_b4_lr0001_2423.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 4.41 | 100 | 35.32 | 33 | 31.01 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1387
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 3.11 | 31.1 |
model-npz/MobileNet_optsgd_s1000_e10_b4_lr00001_2835.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 4.68 | 100 | 36.18 | 33 | 31.13 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr0001_1701
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 3.04 | 30.43 |
model-npz/MobileNet_optsgd_s1000_e10_b4_lr00001_3014.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 4.49 | 100 | 35.94 | 33 | 31.15 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr01_1584
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 0.02 | 2.06 | 20.64 |
model-npz/MobileNet_optsgd_s1000_e10_b8_lr001_3263.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 14 | 6.44 | 100 | 38.8 | 34 | 31.34 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr01_3239
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 0.02 | 2.09 | 20.91 |
model-npz/MobileNet_optsgd_s1000_e10_b8_lr001_1421.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 13 | 6.02 | 100 | 37.52 | 35 | 31.3 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr001_5709
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 0.02 | 2 | 20.05 |
model-npz/MobileNet_optsgd_s1000_e10_b8_lr0001_3203.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 14 | 6.21 | 100 | 40.33 | 35 | 31.88 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr001_2073
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 0.02 | 2.06 | 20.66 |
model-npz/MobileNet_optsgd_s1000_e10_b8_lr0001_2605.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 14 | 6.63 | 100 | 41.29 | 35 | 31.8 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2290
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 1.99 | 19.96 |
model-npz/MobileNet_optsgd_s1000_e10_b8_lr00001_1822.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 14 | 6.32 | 100 | 39.23 | 36 | 32.13 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2301
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 2.12 | 21.22 |
model-npz/MobileNet_optsgd_s1000_e10_b8_lr00001_1574.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 14 | 6.37 | 100 | 40.02 | 35 | 31.9 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr01_2334
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.01 |
2.15.1
| 12.2 | 0.03 | 1.86 | 18.6 |
model-npz/MobileNet_optsgd_s1000_e10_b16_lr001_1903.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 9.46 | 100 | 40.41 | 36 | 32.22 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr01_1155
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.01 |
2.15.1
| 12.2 | 0.03 | 1.86 | 18.69 |
model-npz/MobileNet_optsgd_s1000_e10_b16_lr001_3998.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 8.62 | 100 | 37.92 | 36 | 31.85 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr001_6212
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 0.03 | 1.87 | 18.74 |
model-npz/MobileNet_optsgd_s1000_e10_b16_lr0001_9959.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 9.15 | 100 | 39.59 | 36 | 32.37 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr001_2728
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 0.03 | 1.9 | 19.04 |
model-npz/MobileNet_optsgd_s1000_e10_b16_lr0001_3109.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 8.79 | 100 | 36.51 | 37 | 32.21 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1197
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.03 | 1.85 | 18.49 |
model-npz/MobileNet_optsgd_s1000_e10_b16_lr00001_7961.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 9.44 | 100 | 41.09 | 36 | 32.47 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr0001_9889
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.03 | 1.89 | 18.97 |
model-npz/MobileNet_optsgd_s1000_e10_b16_lr00001_1558.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 8.79 | 100 | 38.4 | 37 | 32.45 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr01_3378
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 0.05 | 1.67 | 16.76 |
model-npz/MobileNet_optsgd_s1000_e10_b32_lr001_2291.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 33 | 11.07 | 100 | 39.28 | 37 | 32.56 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr01_3239
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 0.06 | 1.79 | 17.9 |
model-npz/MobileNet_optsgd_s1000_e10_b32_lr001_1640.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 31 | 11.2 | 100 | 39.67 | 37 | 32.52 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr001_2509
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 0.05 | 1.67 | 16.77 |
model-npz/MobileNet_optsgd_s1000_e10_b32_lr0001_6782.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 33 | 10.98 | 100 | 39.6 | 38 | 32.98 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr001_3365
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 0.05 | 1.7 | 17.1 |
model-npz/MobileNet_optsgd_s1000_e10_b32_lr0001_7107.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 34 | 11.74 | 100 | 42.44 | 38 | 32.77 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr0001_9031
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.05 | 1.65 | 16.49 |
model-npz/MobileNet_optsgd_s1000_e10_b32_lr00001_2368.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 34 | 11.71 | 100 | 39.36 | 38 | 32.9 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr0001_6488
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.05 | 1.71 | 17.16 |
model-npz/MobileNet_optsgd_s1000_e10_b32_lr00001_2819.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 33 | 11.34 | 100 | 39.68 | 38 | 32.77 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr01_1908
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 0.1 | 1.67 | 16.7 |
model-npz/MobileNet_optsgd_s1000_e10_b64_lr001_7037.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 13.42 | 100 | 41.07 | 39 | 33.4 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr01_2018
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 0.11 | 1.71 | 17.16 |
model-npz/MobileNet_optsgd_s1000_e10_b64_lr001_1281.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 13.2 | 100 | 38.82 | 39 | 33.02 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr001_3353
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 0.11 | 1.69 | 16.98 |
model-npz/MobileNet_optsgd_s1000_e10_b64_lr0001_1245.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 13 | 100 | 38.5 | 39 | 33.68 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr001_1961
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 0.1 | 1.68 | 16.79 |
model-npz/MobileNet_optsgd_s1000_e10_b64_lr0001_2985.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 13.23 | 100 | 41.26 | 39 | 33.58 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr0001_1138
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.11 | 1.69 | 16.94 |
model-npz/MobileNet_optsgd_s1000_e10_b64_lr00001_2946.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 13.42 | 100 | 38.58 | 39 | 33.42 |
MobileNet_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr0001_5892
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.11 | 1.69 | 16.92 |
model-npz/MobileNet_optsgd_s1000_e10_b64_lr00001_1216.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 14.28 | 100 | 41.21 | 39 | 33.67 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_3186
| 1 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 75.65 | 75.66 | 75.68 |
model-npz/ResNet152_optadam_s1_e1_b1_lr001_3238.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.1 | 57 | 0.92 | 39 | 30.42 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_4191
| 1 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 74.13 | 74.14 | 74.16 |
model-npz/ResNet152_optadam_s1_e1_b1_lr0001_1022.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 0.18 | 40 | 1.37 | 28 | 26.29 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_1738
| 1 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 74.15 | 74.16 | 74.18 |
model-npz/ResNet152_optadam_s1_e1_b1_lr00001_2151.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.15 | 49 | 1.38 | 27 | 25.88 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_3859
| 1 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 37 | 37 | 74.03 |
model-npz/ResNet152_optadam_s1_e2_b1_lr001_1194.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 3 | 0.14 | 27 | 1.25 | 26 | 25.11 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_1637
| 1 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 37.28 | 37.28 | 74.59 |
model-npz/ResNet152_optadam_s1_e2_b1_lr0001_1179.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 0.14 | 60 | 1.07 | 26 | 25.06 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_2356
| 1 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 37.12 | 37.13 | 74.28 |
model-npz/ResNet152_optadam_s1_e2_b1_lr00001_8224.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.18 | 49 | 1.52 | 27 | 25.05 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_1489
| 1 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 14.89 | 14.89 | 74.49 |
model-npz/ResNet152_optadam_s1_e5_b1_lr001_2181.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.14 | 50 | 1.3 | 26 | 25.03 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_2301
| 1 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 14.82 | 14.83 | 74.17 |
model-npz/ResNet152_optadam_s1_e5_b1_lr0001_2222.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 0.12 | 26 | 1.06 | 26 | 25.07 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr0001_1178
| 1 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 14.89 | 14.89 | 74.51 |
model-npz/ResNet152_optadam_s1_e5_b1_lr00001_2226.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.12 | 47 | 1.06 | 27 | 25.04 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr01_4000
| 1 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 7.4 | 7.41 | 74.11 |
model-npz/ResNet152_optadam_s1_e10_b1_lr001_2278.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 0.16 | 55 | 1.41 | 27 | 25.06 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr001_7809
| 1 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 7.49 | 7.5 | 75.02 |
model-npz/ResNet152_optadam_s1_e10_b1_lr0001_7088.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 0.14 | 33 | 1.37 | 26 | 25.04 |
ResNet152_architecture_optadam_s1_ipd224x224x3_opd10_e10_b1_lr0001_1204
| 1 | 224 | 224 | 3 | 10 |
adam
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 7.41 | 7.42 | 74.24 |
model-npz/ResNet152_optadam_s1_e10_b1_lr00001_1853.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.14 | 48 | 1.36 | 26 | 25.05 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr01_2255
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 7.44 | 74.38 | 74.41 |
model-npz/ResNet152_optadam_s10_e1_b1_lr001_3013.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.17 | 52 | 1.54 | 27 | 25.06 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr001_2191
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 7.46 | 74.63 | 74.66 |
model-npz/ResNet152_optadam_s10_e1_b1_lr0001_2041.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 0.15 | 43 | 1.54 | 26 | 25.05 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b1_lr0001_2358
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 7.47 | 74.74 | 74.79 |
model-npz/ResNet152_optadam_s10_e1_b1_lr00001_1662.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.13 | 48 | 1.3 | 27 | 25.05 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr01_6398
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 14.76 | 73.8 | 73.82 |
model-npz/ResNet152_optadam_s10_e1_b2_lr001_1296.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 0.14 | 51 | 1.15 | 27 | 25.07 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr001_2705
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 14.83 | 74.18 | 74.2 |
model-npz/ResNet152_optadam_s10_e1_b2_lr0001_2398.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 0.15 | 59 | 1.32 | 27 | 25.04 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b2_lr0001_2563
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 14.81 | 74.08 | 74.12 |
model-npz/ResNet152_optadam_s10_e1_b2_lr00001_8002.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 0.1 | 59 | 1.05 | 27 | 25.04 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr01_4849
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 25.57 | 76.72 | 76.75 |
model-npz/ResNet152_optadam_s10_e1_b4_lr001_2112.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 0.29 | 67 | 2.3 | 28 | 25.12 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr001_4394
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 25.43 | 76.31 | 76.34 |
model-npz/ResNet152_optadam_s10_e1_b4_lr0001_3245.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 0.3 | 58 | 2.36 | 28 | 25.14 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b4_lr0001_1589
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 25.52 | 76.58 | 76.6 |
model-npz/ResNet152_optadam_s10_e1_b4_lr00001_1854.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 10 | 0.37 | 68 | 2.59 | 28 | 25.12 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr01_4875
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 38.49 | 76.98 | 77.03 |
model-npz/ResNet152_optadam_s10_e1_b8_lr001_2474.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 10 | 0.39 | 69 | 2.73 | 28 | 25.16 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr001_2823
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 38.4 | 76.8 | 76.83 |
model-npz/ResNet152_optadam_s10_e1_b8_lr0001_2475.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 11 | 0.35 | 60 | 2.44 | 29 | 25.15 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e1_b8_lr0001_3386
| 10 | 224 | 224 | 3 | 10 |
adam
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 38.09 | 76.18 | 76.23 |
model-npz/ResNet152_optadam_s10_e1_b8_lr00001_4201.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 13 | 0.41 | 68 | 2.65 | 28 | 25.15 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr01_1118
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 3.79 | 37.94 | 75.9 |
model-npz/ResNet152_optadam_s10_e2_b1_lr001_1082.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.24 | 55 | 2.4 | 27 | 25.08 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr001_1706
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 3.75 | 37.52 | 75.06 |
model-npz/ResNet152_optadam_s10_e2_b1_lr0001_1686.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.16 | 51 | 1.68 | 27 | 25.07 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b1_lr0001_9393
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 3.77 | 37.67 | 75.37 |
model-npz/ResNet152_optadam_s10_e2_b1_lr00001_2614.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 0.19 | 44 | 1.83 | 27 | 25.07 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr01_2083
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 7.44 | 37.19 | 74.4 |
model-npz/ResNet152_optadam_s10_e2_b2_lr001_9632.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.23 | 43 | 2.06 | 27 | 25.04 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr001_8907
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 7.5 | 37.5 | 75.03 |
model-npz/ResNet152_optadam_s10_e2_b2_lr0001_3074.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 0.14 | 51 | 1.29 | 27 | 25.06 |
ResNet152_architecture_optadam_s10_ipd224x224x3_opd10_e2_b2_lr0001_1603
| 10 | 224 | 224 | 3 | 10 |
adam
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 7.37 | 36.88 | 73.78 |
model-npz/ResNet152_optadam_s10_e2_b2_lr00001_1494.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 0.16 | 50 | 1.38 | 26 | 25.03 |
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