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|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1308
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.15 | 9.8 | 98.05 |
model-npz/ResNet152_optsgd_s1000_e10_b16_lr00001_6795.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 10.55 | 79 | 37.04 | 45 | 37.38 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr01_5638
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 0.25 | 8.11 | 81.12 |
model-npz/ResNet152_optsgd_s1000_e10_b32_lr001_1624.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 15.44 | 94 | 35.82 | 47 | 36.99 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr001_1619
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 0.25 | 8.07 | 80.71 |
model-npz/ResNet152_optsgd_s1000_e10_b32_lr0001_1202.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 15.59 | 94 | 36.3 | 49 | 37.53 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr0001_3697
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.25 | 8.05 | 80.52 |
model-npz/ResNet152_optsgd_s1000_e10_b32_lr00001_3323.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 15.88 | 94 | 36.83 | 50 | 37.55 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr01_2447
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 0.49 | 7.86 | 78.64 |
model-npz/ResNet152_optsgd_s1000_e10_b64_lr001_2556.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 57 | 18.57 | 96 | 34.99 | 51 | 37.56 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr001_1471
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 0.49 | 7.93 | 79.4 |
model-npz/ResNet152_optsgd_s1000_e10_b64_lr0001_2381.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 56 | 19.01 | 96 | 35.97 | 51 | 37.53 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr0001_1961
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.49 | 7.85 | 78.55 |
model-npz/ResNet152_optsgd_s1000_e10_b64_lr00001_1566.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 56 | 19.06 | 96 | 36.54 | 52 | 38.13 |
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