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ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr01_3383
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 1.46 | 10.25 | 51.28 |
model-npz/ResNet152_optsgd_s100_e5_b16_lr001_1086.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 21 | 1.55 | 68 | 7.41 | 37 | 30.51 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr001_1828
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 1.45 | 10.14 | 50.75 |
model-npz/ResNet152_optsgd_s100_e5_b16_lr0001_2834.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 1.46 | 79 | 6.85 | 38 | 30.52 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b16_lr0001_1666
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 1.44 | 10.07 | 50.42 |
model-npz/ResNet152_optsgd_s100_e5_b16_lr00001_8223.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 1.52 | 75 | 6.85 | 38 | 30.57 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr01_2971
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 2.5 | 9.99 | 50.03 |
model-npz/ResNet152_optsgd_s100_e5_b32_lr001_7384.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 38 | 1.98 | 88 | 7.13 | 39 | 30.75 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr001_2951
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 2.49 | 9.96 | 49.84 |
model-npz/ResNet152_optsgd_s100_e5_b32_lr0001_3330.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 1.93 | 93 | 7.08 | 41 | 30.82 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b32_lr0001_1357
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 2.49 | 9.97 | 49.93 |
model-npz/ResNet152_optsgd_s100_e5_b32_lr00001_2936.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 42 | 2.07 | 91 | 7.6 | 40 | 30.91 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr01_4304
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 5.17 | 10.34 | 51.75 |
model-npz/ResNet152_optsgd_s100_e5_b64_lr001_2830.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 49 | 3.35 | 96 | 10.5 | 44 | 31.41 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr001_1400
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 5.1 | 10.2 | 51.01 |
model-npz/ResNet152_optsgd_s100_e5_b64_lr0001_2980.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 51 | 3.69 | 93 | 11.27 | 43 | 31.68 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e5_b64_lr0001_2699
| 100 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 5.09 | 10.19 | 51 |
model-npz/ResNet152_optsgd_s100_e5_b64_lr00001_3440.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 52 | 2.94 | 95 | 9.36 | 43 | 31.58 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr01_9049
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.11 | 10.88 | 108.84 |
model-npz/ResNet152_optsgd_s100_e10_b1_lr001_1636.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 1.75 | 59 | 23.03 | 34 | 31.8 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr001_2709
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.11 | 10.94 | 109.42 |
model-npz/ResNet152_optsgd_s100_e10_b1_lr0001_1784.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 1.71 | 48 | 22.43 | 33 | 31.56 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b1_lr0001_2238
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.11 | 10.9 | 109.07 |
model-npz/ResNet152_optsgd_s100_e10_b1_lr00001_2018.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 1.69 | 55 | 22.32 | 34 | 31.47 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr01_1545
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 0.15 | 7.61 | 76.16 |
model-npz/ResNet152_optsgd_s100_e10_b2_lr001_5372.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 1.56 | 49 | 17.64 | 34 | 30.91 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr001_2685
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 0.15 | 7.72 | 77.27 |
model-npz/ResNet152_optsgd_s100_e10_b2_lr0001_2336.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 1.57 | 56 | 17.56 | 34 | 31.11 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b2_lr0001_2320
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.15 | 7.67 | 76.75 |
model-npz/ResNet152_optsgd_s100_e10_b2_lr00001_1311.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 1.6 | 49 | 17.55 | 35 | 31.43 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr01_8691
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 0.24 | 6.15 | 61.54 |
model-npz/ResNet152_optsgd_s100_e10_b4_lr001_1995.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 9 | 1.51 | 60 | 12.96 | 35 | 31.31 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr001_3050
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 0.24 | 6.12 | 61.23 |
model-npz/ResNet152_optsgd_s100_e10_b4_lr0001_2063.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 10 | 1.44 | 57 | 12.73 | 35 | 31.33 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b4_lr0001_2618
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.24 | 6.15 | 61.55 |
model-npz/ResNet152_optsgd_s100_e10_b4_lr00001_5134.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 9 | 1.42 | 62 | 12.35 | 36 | 31.37 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr01_1632
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 0.43 | 5.65 | 56.56 |
model-npz/ResNet152_optsgd_s100_e10_b8_lr001_6951.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 12 | 1.92 | 69 | 11.24 | 36 | 31.08 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr001_1705
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 0.44 | 5.72 | 57.23 |
model-npz/ResNet152_optsgd_s100_e10_b8_lr0001_9252.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 12 | 1.82 | 71 | 10.54 | 37 | 31.27 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b8_lr0001_1699
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.43 | 5.66 | 56.65 |
model-npz/ResNet152_optsgd_s100_e10_b8_lr00001_2630.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 11 | 1.91 | 63 | 11.62 | 37 | 31.3 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr01_1774
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.01 |
2.15.1
| 12.2 | 0.76 | 5.34 | 53.41 |
model-npz/ResNet152_optsgd_s100_e10_b16_lr001_1886.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 2.44 | 77 | 10.58 | 39 | 31.12 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_1490
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 0.76 | 5.31 | 53.17 |
model-npz/ResNet152_optsgd_s100_e10_b16_lr0001_1041.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 2.63 | 78 | 10.7 | 39 | 31.15 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_2468
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.75 | 5.29 | 52.94 |
model-npz/ResNet152_optsgd_s100_e10_b16_lr00001_3372.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 2.35 | 100 | 11.07 | 39 | 31.16 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_2399
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 1.29 | 5.16 | 51.6 |
model-npz/ResNet152_optsgd_s100_e10_b32_lr001_3256.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 2.88 | 94 | 9.58 | 40 | 31.23 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_1044
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 1.29 | 5.18 | 51.86 |
model-npz/ResNet152_optsgd_s100_e10_b32_lr0001_1933.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 3.25 | 93 | 9.96 | 42 | 31.24 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_6910
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 1.3 | 5.2 | 52.04 |
model-npz/ResNet152_optsgd_s100_e10_b32_lr00001_2351.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 3.08 | 93 | 9.37 | 41 | 30.89 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_3083
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 2.65 | 5.31 | 53.12 |
model-npz/ResNet152_optsgd_s100_e10_b64_lr001_1568.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 52 | 4.22 | 93 | 12.1 | 44 | 30.87 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_1384
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 2.66 | 5.33 | 53.37 |
model-npz/ResNet152_optsgd_s100_e10_b64_lr0001_2630.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 50 | 4.23 | 100 | 13.19 | 44 | 31.54 |
ResNet152_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_1677
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 2.62 | 5.24 | 52.52 |
model-npz/ResNet152_optsgd_s100_e10_b64_lr00001_4037.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 49 | 4.3 | 93 | 12.17 | 44 | 31.78 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_3213
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 0.11 | 108.17 | 108.19 |
model-npz/ResNet152_optsgd_s1000_e1_b1_lr001_1451.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 1.7 | 100 | 22.64 | 34 | 31.77 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_2495
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 0.11 | 108.76 | 108.81 |
model-npz/ResNet152_optsgd_s1000_e1_b1_lr0001_5253.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 1.68 | 100 | 22.89 | 34 | 31.85 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2483
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.11 | 109.59 | 109.64 |
model-npz/ResNet152_optsgd_s1000_e1_b1_lr00001_1090.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 1.73 | 80 | 22.61 | 34 | 32.16 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_7614
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 0.15 | 76.64 | 76.67 |
model-npz/ResNet152_optsgd_s1000_e1_b2_lr001_1274.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 1.58 | 95 | 18.12 | 34 | 31.81 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_2112
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 0.15 | 76.53 | 76.56 |
model-npz/ResNet152_optsgd_s1000_e1_b2_lr0001_1686.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 1.61 | 52 | 18.01 | 34 | 31.31 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_7707
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.15 | 77.44 | 77.47 |
model-npz/ResNet152_optsgd_s1000_e1_b2_lr00001_4561.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 1.57 | 56 | 17.6 | 33 | 30.31 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_9735
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 0.25 | 61.87 | 61.91 |
model-npz/ResNet152_optsgd_s1000_e1_b4_lr001_1835.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 1.45 | 53 | 12.76 | 34 | 30.05 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1848
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 0.25 | 61.86 | 61.89 |
model-npz/ResNet152_optsgd_s1000_e1_b4_lr0001_1144.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 9 | 1.52 | 57 | 13.05 | 34 | 30.05 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_1322
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.24 | 61.2 | 61.22 |
model-npz/ResNet152_optsgd_s1000_e1_b4_lr00001_4732.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 9 | 1.55 | 54 | 13.52 | 34 | 29.87 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_5996
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 0.43 | 53.98 | 54.03 |
model-npz/ResNet152_optsgd_s1000_e1_b8_lr001_2257.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 13 | 1.68 | 64 | 9.49 | 36 | 30.13 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2351
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 0.43 | 54.06 | 54.09 |
model-npz/ResNet152_optsgd_s1000_e1_b8_lr0001_5800.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 11 | 1.71 | 63 | 10.18 | 37 | 30.88 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3165
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.42 | 52.98 | 53.02 |
model-npz/ResNet152_optsgd_s1000_e1_b8_lr00001_1155.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 12 | 1.8 | 68 | 10.66 | 38 | 31.08 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_9238
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.01 |
2.15.1
| 12.2 | 0.84 | 52.71 | 52.73 |
model-npz/ResNet152_optsgd_s1000_e1_b16_lr001_1769.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 2.52 | 78 | 10.59 | 38 | 31.03 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_9868
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.001 |
2.15.1
| 12.2 | 0.83 | 52.59 | 52.62 |
model-npz/ResNet152_optsgd_s1000_e1_b16_lr0001_1049.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 2.62 | 80 | 11.7 | 40 | 31.42 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2962
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.85 | 53.76 | 53.79 |
model-npz/ResNet152_optsgd_s1000_e1_b16_lr00001_2484.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 2.48 | 76 | 10.46 | 40 | 31.47 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_1399
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.01 |
2.15.1
| 12.2 | 1.61 | 51.43 | 51.45 |
model-npz/ResNet152_optsgd_s1000_e1_b32_lr001_1917.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 3.41 | 93 | 10.57 | 42 | 31.89 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_4136
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.001 |
2.15.1
| 12.2 | 1.61 | 51.64 | 51.66 |
model-npz/ResNet152_optsgd_s1000_e1_b32_lr0001_1045.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 3.35 | 93 | 10.65 | 43 | 31.91 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_8294
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.0001 |
2.15.1
| 12.2 | 1.62 | 51.74 | 51.77 |
model-npz/ResNet152_optsgd_s1000_e1_b32_lr00001_1548.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 3.44 | 87 | 10.69 | 43 | 32.06 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2661
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.01 |
2.15.1
| 12.2 | 3.28 | 52.47 | 52.51 |
model-npz/ResNet152_optsgd_s1000_e1_b64_lr001_2564.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 55 | 3.7 | 95 | 9.88 | 45 | 32.38 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_2679
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.001 |
2.15.1
| 12.2 | 3.3 | 52.85 | 52.87 |
model-npz/ResNet152_optsgd_s1000_e1_b64_lr0001_3265.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 55 | 5.16 | 95 | 14.26 | 45 | 32.74 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2101
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.0001 |
2.15.1
| 12.2 | 3.28 | 52.45 | 52.49 |
model-npz/ResNet152_optsgd_s1000_e1_b64_lr00001_1140.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 56 | 4.73 | 96 | 12.78 | 45 | 32.76 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_3028
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 0.09 | 86.9 | 173.84 |
model-npz/ResNet152_optsgd_s1000_e2_b1_lr001_1836.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 2.15 | 43 | 28.53 | 34 | 32.81 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_2121
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 0.09 | 86.19 | 172.41 |
model-npz/ResNet152_optsgd_s1000_e2_b1_lr0001_4312.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 2.15 | 43 | 28.79 | 34 | 32.63 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2403
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.09 | 86.49 | 173.03 |
model-npz/ResNet152_optsgd_s1000_e2_b1_lr00001_3120.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 2.15 | 51 | 28.66 | 34 | 32.6 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_2352
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 0.11 | 54.4 | 108.83 |
model-npz/ResNet152_optsgd_s1000_e2_b2_lr001_1200.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 2.21 | 63 | 25.25 | 35 | 32.23 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_3416
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 0.11 | 54.47 | 108.97 |
model-npz/ResNet152_optsgd_s1000_e2_b2_lr0001_9523.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 2.19 | 48 | 24.74 | 35 | 32.41 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_2303
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.11 | 54.69 | 109.42 |
model-npz/ResNet152_optsgd_s1000_e2_b2_lr00001_9233.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 2.23 | 55 | 25.26 | 35 | 32.75 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_3382
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 0.15 | 38.26 | 76.57 |
model-npz/ResNet152_optsgd_s1000_e2_b4_lr001_8245.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 2.32 | 56 | 20.28 | 36 | 32.25 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_9109
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 0.15 | 38.53 | 77.09 |
model-npz/ResNet152_optsgd_s1000_e2_b4_lr0001_2577.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 2.17 | 57 | 19.45 | 36 | 32.2 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_1764
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.15 | 38.74 | 77.52 |
model-npz/ResNet152_optsgd_s1000_e2_b4_lr00001_2177.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 9 | 2.29 | 100 | 20.22 | 36 | 32.52 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_9147
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 0.25 | 30.84 | 61.73 |
model-npz/ResNet152_optsgd_s1000_e2_b8_lr001_3246.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 13 | 2.93 | 100 | 16.96 | 38 | 32.17 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_1802
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 0.25 | 31.1 | 62.22 |
model-npz/ResNet152_optsgd_s1000_e2_b8_lr0001_1429.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 12 | 2.83 | 92 | 16.69 | 37 | 32.11 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_5183
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.24 | 30.58 | 61.19 |
model-npz/ResNet152_optsgd_s1000_e2_b8_lr00001_9259.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 12 | 2.64 | 67 | 15.54 | 38 | 32.12 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_2795
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.01 |
2.15.1
| 12.2 | 0.46 | 28.77 | 57.58 |
model-npz/ResNet152_optsgd_s1000_e2_b16_lr001_3276.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 3.89 | 79 | 15.07 | 40 | 32.08 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_3245
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.001 |
2.15.1
| 12.2 | 0.46 | 28.73 | 57.53 |
model-npz/ResNet152_optsgd_s1000_e2_b16_lr0001_3353.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 3.93 | 80 | 14.89 | 41 | 32.34 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_8754
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.46 | 28.88 | 57.84 |
model-npz/ResNet152_optsgd_s1000_e2_b16_lr00001_3020.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 3.93 | 78 | 14.83 | 41 | 32.65 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_3021
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.01 |
2.15.1
| 12.2 | 0.85 | 27.33 | 54.7 |
model-npz/ResNet152_optsgd_s1000_e2_b32_lr001_1884.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 5.09 | 94 | 13.95 | 44 | 32.27 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_1849
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.001 |
2.15.1
| 12.2 | 0.91 | 29.31 | 58.66 |
model-npz/ResNet152_optsgd_s1000_e2_b32_lr0001_1477.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 42 | 4.79 | 100 | 12.75 | 45 | 32.36 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_6930
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.86 | 27.55 | 55.13 |
model-npz/ResNet152_optsgd_s1000_e2_b32_lr00001_5917.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 5.54 | 94 | 14.69 | 45 | 31.94 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_2313
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.01 |
2.15.1
| 12.2 | 1.75 | 28.1 | 56.25 |
model-npz/ResNet152_optsgd_s1000_e2_b64_lr001_3067.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 55 | 6.83 | 96 | 16.04 | 47 | 32.84 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_9779
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 1.76 | 28.24 | 56.54 |
model-npz/ResNet152_optsgd_s1000_e2_b64_lr0001_1396.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 55 | 6.62 | 95 | 15.45 | 46 | 32.94 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_7844
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 1.75 | 28.09 | 56.21 |
model-npz/ResNet152_optsgd_s1000_e2_b64_lr00001_2218.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 56 | 6.72 | 96 | 15.39 | 46 | 33.02 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_5512
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 0.07 | 75.26 | 376.36 |
model-npz/ResNet152_optsgd_s1000_e5_b1_lr001_1446.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 2.59 | 48 | 34.15 | 34 | 33.3 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_3248
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 0.07 | 70.99 | 354.99 |
model-npz/ResNet152_optsgd_s1000_e5_b1_lr0001_1767.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 2.59 | 55 | 35.86 | 35 | 33.7 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_2838
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.07 | 72.34 | 361.75 |
model-npz/ResNet152_optsgd_s1000_e5_b1_lr00001_1921.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 2.58 | 43 | 34.79 | 34 | 33.51 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_3401
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 0.08 | 40.55 | 202.8 |
model-npz/ResNet152_optsgd_s1000_e5_b2_lr001_1649.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 2.98 | 58 | 34.61 | 36 | 33.64 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_2007
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 0.08 | 40.9 | 204.52 |
model-npz/ResNet152_optsgd_s1000_e5_b2_lr0001_2174.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 2.99 | 49 | 34.09 | 35 | 33.88 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_2410
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.08 | 40.62 | 203.13 |
model-npz/ResNet152_optsgd_s1000_e5_b2_lr00001_1620.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 3.03 | 51 | 34.71 | 36 | 34.18 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_8180
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 0.1 | 25.4 | 127.03 |
model-npz/ResNet152_optsgd_s1000_e5_b4_lr001_2315.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 3.38 | 54 | 30.79 | 37 | 34.05 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_1418
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 0.1 | 25.05 | 125.29 |
model-npz/ResNet152_optsgd_s1000_e5_b4_lr0001_4297.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 9 | 3.53 | 54 | 31.14 | 37 | 34.41 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_1102
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.1 | 25.1 | 125.55 |
model-npz/ResNet152_optsgd_s1000_e5_b4_lr00001_1047.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 10 | 3.59 | 55 | 31.55 | 38 | 34.83 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_3236
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 0.14 | 17.49 | 87.5 |
model-npz/ResNet152_optsgd_s1000_e5_b8_lr001_3318.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 11 | 4.79 | 65 | 27.86 | 40 | 34.61 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_3281
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 0.14 | 17.33 | 86.66 |
model-npz/ResNet152_optsgd_s1000_e5_b8_lr0001_1781.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 13 | 4.83 | 65 | 27.82 | 40 | 34.78 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1100
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.14 | 17.57 | 87.89 |
model-npz/ResNet152_optsgd_s1000_e5_b8_lr00001_1258.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 11 | 4.76 | 64 | 27.31 | 41 | 35.55 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_1797
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 0.23 | 14.49 | 72.47 |
model-npz/ResNet152_optsgd_s1000_e5_b16_lr001_9750.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 25 | 7.28 | 79 | 25.82 | 43 | 35.5 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1731
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 0.23 | 14.58 | 72.94 |
model-npz/ResNet152_optsgd_s1000_e5_b16_lr0001_1746.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 7.15 | 79 | 25.86 | 44 | 35.74 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2626
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.23 | 14.62 | 73.13 |
model-npz/ResNet152_optsgd_s1000_e5_b16_lr00001_1082.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 7.21 | 79 | 25.56 | 45 | 35.94 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_1828
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 0.4 | 12.92 | 64.63 |
model-npz/ResNet152_optsgd_s1000_e5_b32_lr001_1911.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 9.92 | 93 | 24.13 | 48 | 35.59 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_1274
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 0.41 | 13.01 | 65.09 |
model-npz/ResNet152_optsgd_s1000_e5_b32_lr0001_7556.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 10.09 | 94 | 24.26 | 48 | 35.85 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2530
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.4 | 12.92 | 64.65 |
model-npz/ResNet152_optsgd_s1000_e5_b32_lr00001_2409.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 9.97 | 94 | 24.58 | 49 | 35.94 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_1966
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 0.84 | 13.38 | 66.93 |
model-npz/ResNet152_optsgd_s1000_e5_b64_lr001_3243.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 55 | 11.61 | 96 | 23.69 | 50 | 36.1 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_4357
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 0.8 | 12.88 | 64.46 |
model-npz/ResNet152_optsgd_s1000_e5_b64_lr0001_2365.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 56 | 11.75 | 96 | 24.01 | 51 | 36.55 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2378
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.8 | 12.84 | 64.25 |
model-npz/ResNet152_optsgd_s1000_e5_b64_lr00001_2190.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 56 | 12.11 | 95 | 24.89 | 50 | 36.79 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr001_1264
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 0.08 | 20.51 | 205.14 |
model-npz/ResNet152_optsgd_s1000_e10_b4_lr0001_2395.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 10 | 4.45 | 100 | 39.29 | 37 | 34.8 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr0001_3242
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.08 | 20.7 | 207.04 |
model-npz/ResNet152_optsgd_s1000_e10_b4_lr00001_7605.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 8 | 4.48 | 56 | 38.68 | 38 | 35.74 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr01_1864
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 0.1 | 12.84 | 128.42 |
model-npz/ResNet152_optsgd_s1000_e10_b8_lr001_5119.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 12 | 6.6 | 67 | 37.83 | 40 | 35.58 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr001_2464
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 0.1 | 12.98 | 129.84 |
model-npz/ResNet152_optsgd_s1000_e10_b8_lr0001_2262.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 11 | 6.49 | 66 | 37.62 | 41 | 35.94 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr0001_2857
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.1 | 13.07 | 130.74 |
model-npz/ResNet152_optsgd_s1000_e10_b8_lr00001_2295.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 11 | 6.52 | 63 | 37.54 | 41 | 36.56 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr01_3070
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.01 |
2.15.1
| 12.2 | 0.15 | 9.77 | 97.75 |
model-npz/ResNet152_optsgd_s1000_e10_b16_lr001_3366.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 24 | 10.6 | 100 | 37.44 | 43 | 36.33 |
ResNet152_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr001_1281
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 0.15 | 9.6 | 96.03 |
model-npz/ResNet152_optsgd_s1000_e10_b16_lr0001_7192.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 25 | 10.78 | 81 | 37.4 | 45 | 36.98 |
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