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---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr001_3239
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 0.14 | 0.97 | 9.69 |
model-npz/VGG16_optsgd_s100_e10_b16_lr0001_1918.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 37 | 8.1 | 100 | 40.67 | 44 | 34.23 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b16_lr0001_3289
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.14 | 0.96 | 9.68 |
model-npz/VGG16_optsgd_s100_e10_b16_lr00001_2802.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 38 | 10.43 | 100 | 50.79 | 45 | 34.61 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr01_1476
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 0.29 | 1.16 | 11.62 |
model-npz/VGG16_optsgd_s100_e10_b32_lr001_7309.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 10.97 | 100 | 49.38 | 46 | 36.41 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr001_2483
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 0.29 | 1.18 | 11.81 |
model-npz/VGG16_optsgd_s100_e10_b32_lr0001_1382.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 11.06 | 100 | 47.74 | 46 | 36.16 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b32_lr0001_3693
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.28 | 1.14 | 11.42 |
model-npz/VGG16_optsgd_s100_e10_b32_lr00001_3005.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 42 | 11.06 | 100 | 52.38 | 48 | 36.72 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr01_2359
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 1.03 | 2.06 | 20.67 |
model-npz/VGG16_optsgd_s100_e10_b64_lr001_3193.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 45 | 13.42 | 100 | 68.54 | 51 | 40.88 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr001_5051
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 1.01 | 2.02 | 20.26 |
model-npz/VGG16_optsgd_s100_e10_b64_lr0001_2108.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 45 | 13.45 | 100 | 68.55 | 50 | 42.13 |
VGG16_architecture_optsgd_s100_ipd224x224x3_opd10_e10_b64_lr0001_2053
| 100 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 1.03 | 2.06 | 20.59 |
model-npz/VGG16_optsgd_s100_e10_b64_lr00001_2417.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 42 | 14.63 | 100 | 66.2 | 52 | 42.86 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr01_3359
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 0.01 | 9.84 | 9.87 |
model-npz/VGG16_optsgd_s1000_e1_b1_lr001_2051.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 17 | 6.37 | 100 | 42.47 | 41 | 36.17 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr001_2752
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 0.01 | 9.96 | 9.98 |
model-npz/VGG16_optsgd_s1000_e1_b1_lr0001_2573.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 17 | 6 | 100 | 37.97 | 40 | 34.48 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b1_lr0001_2799
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 10.12 | 10.14 |
model-npz/VGG16_optsgd_s1000_e1_b1_lr00001_1919.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 17 | 6.57 | 100 | 42.83 | 39 | 33.87 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr01_3393
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.01 |
2.15.1
| 12.2 | 0.02 | 8.16 | 8.18 |
model-npz/VGG16_optsgd_s1000_e1_b2_lr001_9295.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 22 | 6.67 | 100 | 41.22 | 41 | 32.81 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr001_1320
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.001 |
2.15.1
| 12.2 | 0.02 | 8.21 | 8.23 |
model-npz/VGG16_optsgd_s1000_e1_b2_lr0001_2421.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 22 | 6.73 | 100 | 43.27 | 40 | 32.88 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b2_lr0001_3862
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 8.08 | 8.1 |
model-npz/VGG16_optsgd_s1000_e1_b2_lr00001_2846.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 6.41 | 100 | 37.81 | 40 | 32.41 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr01_1787
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.01 |
2.15.1
| 12.2 | 0.03 | 7.79 | 7.81 |
model-npz/VGG16_optsgd_s1000_e1_b4_lr001_2450.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 29 | 5.8 | 100 | 33.6 | 42 | 32 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr001_1058
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.001 |
2.15.1
| 12.2 | 0.03 | 7.6 | 7.64 |
model-npz/VGG16_optsgd_s1000_e1_b4_lr0001_8538.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 29 | 6.23 | 100 | 33 | 41 | 32.12 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b4_lr0001_5625
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.03 | 7.67 | 7.69 |
model-npz/VGG16_optsgd_s1000_e1_b4_lr00001_3356.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 29 | 6.92 | 100 | 34.35 | 41 | 31.96 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr01_3390
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.01 |
2.15.1
| 12.2 | 0.06 | 7.83 | 7.86 |
model-npz/VGG16_optsgd_s1000_e1_b8_lr001_1689.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 35 | 8.77 | 100 | 43.65 | 42 | 32.5 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr001_2618
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.001 |
2.15.1
| 12.2 | 0.06 | 7.68 | 7.71 |
model-npz/VGG16_optsgd_s1000_e1_b8_lr0001_9619.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 37 | 7.35 | 100 | 35.15 | 43 | 32.58 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b8_lr0001_3375
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.06 | 7.88 | 7.9 |
model-npz/VGG16_optsgd_s1000_e1_b8_lr00001_1945.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 32 | 7.42 | 100 | 39.42 | 41 | 32.81 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr01_1799
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.01 |
2.15.1
| 12.2 | 0.16 | 10.2 | 10.22 |
model-npz/VGG16_optsgd_s1000_e1_b16_lr001_5285.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 10.43 | 100 | 48.93 | 44 | 34.6 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr001_1917
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.001 |
2.15.1
| 12.2 | 0.16 | 10.26 | 10.28 |
model-npz/VGG16_optsgd_s1000_e1_b16_lr0001_1083.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 8.87 | 100 | 42.42 | 45 | 34.48 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b16_lr0001_2144
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.16 | 10.27 | 10.3 |
model-npz/VGG16_optsgd_s1000_e1_b16_lr00001_1248.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 39 | 9.71 | 100 | 47.9 | 45 | 34.87 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr01_3318
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.01 |
2.15.1
| 12.2 | 0.37 | 11.95 | 11.99 |
model-npz/VGG16_optsgd_s1000_e1_b32_lr001_1198.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 42 | 11.15 | 100 | 49.18 | 47 | 36.48 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr001_2739
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.001 |
2.15.1
| 12.2 | 0.37 | 11.86 | 11.91 |
model-npz/VGG16_optsgd_s1000_e1_b32_lr0001_2866.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 11.94 | 100 | 57.58 | 47 | 36.67 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b32_lr0001_1155
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.37 | 11.95 | 11.97 |
model-npz/VGG16_optsgd_s1000_e1_b32_lr00001_2875.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 10.83 | 100 | 50.63 | 47 | 36.46 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr01_2796
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.01 |
2.15.1
| 12.2 | 1.3 | 20.74 | 20.78 |
model-npz/VGG16_optsgd_s1000_e1_b64_lr001_1253.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 46 | 14.26 | 100 | 67.02 | 50 | 41.12 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr001_5290
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.001 |
2.15.1
| 12.2 | 1.32 | 21.14 | 21.18 |
model-npz/VGG16_optsgd_s1000_e1_b64_lr0001_9558.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 45 | 14.55 | 100 | 68.94 | 51 | 41.98 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e1_b64_lr0001_2528
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 1 | 64 | 0.0001 |
2.15.1
| 12.2 | 1.3 | 20.89 | 20.91 |
model-npz/VGG16_optsgd_s1000_e1_b64_lr00001_2373.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 42 | 14.18 | 100 | 65.67 | 51 | 42.8 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr01_1050
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 0.01 | 7.6 | 15.24 |
model-npz/VGG16_optsgd_s1000_e2_b1_lr001_2276.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 18 | 8.68 | 100 | 49.18 | 42 | 37.42 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr001_1199
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 0.01 | 7.51 | 15.05 |
model-npz/VGG16_optsgd_s1000_e2_b1_lr0001_2897.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 17 | 9 | 100 | 51.85 | 41 | 36.18 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b1_lr0001_2722
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 7.59 | 15.2 |
model-npz/VGG16_optsgd_s1000_e2_b1_lr00001_1058.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 17 | 8.97 | 100 | 51.35 | 40 | 35.3 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr01_2335
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.01 |
2.15.1
| 12.2 | 0.01 | 5.72 | 11.49 |
model-npz/VGG16_optsgd_s1000_e2_b2_lr001_2126.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 9.47 | 100 | 49.78 | 42 | 35.41 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr001_3066
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.001 |
2.15.1
| 12.2 | 0.01 | 5.68 | 11.4 |
model-npz/VGG16_optsgd_s1000_e2_b2_lr0001_1198.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 22 | 9.72 | 100 | 49.03 | 42 | 35.03 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b2_lr0001_1228
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 5.68 | 11.39 |
model-npz/VGG16_optsgd_s1000_e2_b2_lr00001_1832.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 9.56 | 100 | 50.38 | 42 | 35.19 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr01_2909
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.01 |
2.15.1
| 12.2 | 0.02 | 5.03 | 10.09 |
model-npz/VGG16_optsgd_s1000_e2_b4_lr001_7129.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 29 | 9.5 | 100 | 43.75 | 44 | 34.62 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr001_4352
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.001 |
2.15.1
| 12.2 | 0.02 | 4.95 | 9.92 |
model-npz/VGG16_optsgd_s1000_e2_b4_lr0001_2708.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 30 | 10.07 | 100 | 44.33 | 44 | 34.53 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b4_lr0001_5650
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 5.06 | 10.14 |
model-npz/VGG16_optsgd_s1000_e2_b4_lr00001_3078.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 29 | 9.57 | 100 | 42.3 | 43 | 34.6 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr01_1507
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.01 |
2.15.1
| 12.2 | 0.04 | 4.71 | 9.45 |
model-npz/VGG16_optsgd_s1000_e2_b8_lr001_2210.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 36 | 10.59 | 100 | 42.72 | 45 | 34.9 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr001_1142
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.001 |
2.15.1
| 12.2 | 0.04 | 4.75 | 9.54 |
model-npz/VGG16_optsgd_s1000_e2_b8_lr0001_3008.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 37 | 11.43 | 100 | 48.2 | 45 | 34.87 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b8_lr0001_2523
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.04 | 4.73 | 9.48 |
model-npz/VGG16_optsgd_s1000_e2_b8_lr00001_2272.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 36 | 10.9 | 100 | 42.1 | 45 | 35.45 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr01_1497
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.01 |
2.15.1
| 12.2 | 0.09 | 5.97 | 11.97 |
model-npz/VGG16_optsgd_s1000_e2_b16_lr001_2650.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 13.31 | 100 | 55.69 | 47 | 36.59 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr001_9932
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.001 |
2.15.1
| 12.2 | 0.09 | 5.93 | 11.88 |
model-npz/VGG16_optsgd_s1000_e2_b16_lr0001_1671.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 11.81 | 100 | 47.66 | 47 | 36.66 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b16_lr0001_4755
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.1 | 6.09 | 12.2 |
model-npz/VGG16_optsgd_s1000_e2_b16_lr00001_2620.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 12.06 | 100 | 48.26 | 46 | 36.6 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr01_2072
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.01 |
2.15.1
| 12.2 | 0.21 | 6.78 | 13.6 |
model-npz/VGG16_optsgd_s1000_e2_b32_lr001_6671.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 13.39 | 100 | 54.19 | 48 | 38.39 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr001_2399
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.001 |
2.15.1
| 12.2 | 0.21 | 6.82 | 13.67 |
model-npz/VGG16_optsgd_s1000_e2_b32_lr0001_2164.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 13.11 | 100 | 55.54 | 48 | 38.32 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b32_lr0001_2984
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.21 | 6.74 | 13.52 |
model-npz/VGG16_optsgd_s1000_e2_b32_lr00001_4546.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 42 | 13.28 | 100 | 51.22 | 50 | 38.75 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr01_1479
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.01 |
2.15.1
| 12.2 | 0.7 | 11.29 | 22.62 |
model-npz/VGG16_optsgd_s1000_e2_b64_lr001_1050.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 52 | 15.69 | 100 | 67.83 | 52 | 41.89 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr001_1089
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.001 |
2.15.1
| 12.2 | 0.7 | 11.28 | 22.59 |
model-npz/VGG16_optsgd_s1000_e2_b64_lr0001_2549.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 14.45 | 100 | 65.51 | 53 | 43.4 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e2_b64_lr0001_2737
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 2 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.71 | 11.33 | 22.69 |
model-npz/VGG16_optsgd_s1000_e2_b64_lr00001_1738.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 50 | 16.43 | 100 | 70.04 | 53 | 43.51 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr01_8823
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 0.01 | 6 | 30.02 |
model-npz/VGG16_optsgd_s1000_e5_b1_lr001_2710.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 18 | 12.16 | 100 | 64 | 43 | 39.68 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr001_2238
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 0.01 | 6.03 | 30.19 |
model-npz/VGG16_optsgd_s1000_e5_b1_lr0001_1707.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 18 | 12.3 | 100 | 64.66 | 42 | 38.82 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b1_lr0001_8147
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 5.96 | 29.84 |
model-npz/VGG16_optsgd_s1000_e5_b1_lr00001_2630.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 18 | 12.16 | 100 | 63.61 | 42 | 38.6 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr01_2446
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.01 |
2.15.1
| 12.2 | 0.01 | 4.25 | 21.31 |
model-npz/VGG16_optsgd_s1000_e5_b2_lr001_1660.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 13.78 | 100 | 60.29 | 44 | 38.78 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr001_4797
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.001 |
2.15.1
| 12.2 | 0.01 | 4.23 | 21.15 |
model-npz/VGG16_optsgd_s1000_e5_b2_lr0001_2823.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 13.88 | 100 | 61.52 | 44 | 39.04 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b2_lr0001_1995
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 4.22 | 21.14 |
model-npz/VGG16_optsgd_s1000_e5_b2_lr00001_7201.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 14.16 | 100 | 62 | 45 | 39.24 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr01_6505
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.01 |
2.15.1
| 12.2 | 0.01 | 3.38 | 16.93 |
model-npz/VGG16_optsgd_s1000_e5_b4_lr001_1530.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 30 | 15.64 | 100 | 56.05 | 47 | 39.55 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr001_2313
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.001 |
2.15.1
| 12.2 | 0.01 | 3.38 | 16.91 |
model-npz/VGG16_optsgd_s1000_e5_b4_lr0001_1127.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 30 | 15.09 | 100 | 55.18 | 47 | 39.2 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b4_lr0001_2445
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 3.43 | 17.19 |
model-npz/VGG16_optsgd_s1000_e5_b4_lr00001_2952.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 30 | 15.42 | 100 | 54.63 | 47 | 39.28 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr01_1414
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.01 |
2.15.1
| 12.2 | 0.02 | 3.03 | 15.2 |
model-npz/VGG16_optsgd_s1000_e5_b8_lr001_1711.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 37 | 18.28 | 100 | 59.56 | 49 | 40 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr001_3130
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.001 |
2.15.1
| 12.2 | 0.02 | 3.04 | 15.23 |
model-npz/VGG16_optsgd_s1000_e5_b8_lr0001_2010.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 37 | 17.43 | 100 | 56.27 | 49 | 39.77 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b8_lr0001_1195
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 3.02 | 15.16 |
model-npz/VGG16_optsgd_s1000_e5_b8_lr00001_2677.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 37 | 17.74 | 100 | 56.72 | 49 | 40.23 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr01_1999
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.01 |
2.15.1
| 12.2 | 0.05 | 3.38 | 16.9 |
model-npz/VGG16_optsgd_s1000_e5_b16_lr001_5350.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 19.21 | 100 | 61.9 | 51 | 41.38 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr001_1109
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.001 |
2.15.1
| 12.2 | 0.05 | 3.38 | 16.93 |
model-npz/VGG16_optsgd_s1000_e5_b16_lr0001_1192.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 18.21 | 100 | 57 | 51 | 41.28 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b16_lr0001_2791
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.05 | 3.39 | 16.99 |
model-npz/VGG16_optsgd_s1000_e5_b16_lr00001_2457.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 40 | 17.55 | 100 | 55.98 | 51 | 41.5 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr01_1808
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.01 |
2.15.1
| 12.2 | 0.11 | 3.6 | 18.07 |
model-npz/VGG16_optsgd_s1000_e5_b32_lr001_8416.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 42 | 19.61 | 100 | 62.93 | 53 | 42.86 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr001_1185
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.001 |
2.15.1
| 12.2 | 0.11 | 3.64 | 18.22 |
model-npz/VGG16_optsgd_s1000_e5_b32_lr0001_8004.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 18.96 | 100 | 61.44 | 53 | 43.07 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b32_lr0001_2281
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.11 | 3.66 | 18.32 |
model-npz/VGG16_optsgd_s1000_e5_b32_lr00001_1743.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 18.64 | 100 | 61.98 | 53 | 43.05 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr01_3147
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.01 |
2.15.1
| 12.2 | 0.34 | 5.43 | 27.16 |
model-npz/VGG16_optsgd_s1000_e5_b64_lr001_6969.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 44 | 19.2 | 100 | 74.31 | 55 | 45.54 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr001_2746
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.001 |
2.15.1
| 12.2 | 0.34 | 5.43 | 27.18 |
model-npz/VGG16_optsgd_s1000_e5_b64_lr0001_2635.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 45 | 19.1 | 100 | 73.1 | 55 | 45.87 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e5_b64_lr0001_2014
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 5 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.34 | 5.45 | 27.26 |
model-npz/VGG16_optsgd_s1000_e5_b64_lr00001_6298.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 46 | 20.31 | 100 | 70.46 | 56 | 46.34 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr01_1938
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.01 |
2.15.1
| 12.2 | 0.01 | 5.62 | 56.25 |
model-npz/VGG16_optsgd_s1000_e10_b1_lr001_2473.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 17 | 14.2 | 100 | 71.11 | 44 | 41.9 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr001_1668
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.001 |
2.15.1
| 12.2 | 0.01 | 5.58 | 55.82 |
model-npz/VGG16_optsgd_s1000_e10_b1_lr0001_4710.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 18 | 14.48 | 100 | 71.23 | 44 | 40.99 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b1_lr0001_2783
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 1 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 5.72 | 57.25 |
model-npz/VGG16_optsgd_s1000_e10_b1_lr00001_1411.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 18 | 13.97 | 100 | 69.29 | 43 | 40.66 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr01_2417
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.01 |
2.15.1
| 12.2 | 0.01 | 3.72 | 37.2 |
model-npz/VGG16_optsgd_s1000_e10_b2_lr001_8119.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 16.95 | 100 | 68.46 | 46 | 41.59 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr001_9508
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.001 |
2.15.1
| 12.2 | 0.01 | 3.76 | 37.64 |
model-npz/VGG16_optsgd_s1000_e10_b2_lr0001_1640.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 22 | 16.86 | 100 | 69.53 | 46 | 42.31 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b2_lr0001_1466
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 2 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 3.81 | 38.13 |
model-npz/VGG16_optsgd_s1000_e10_b2_lr00001_1706.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 23 | 16.76 | 100 | 67.88 | 46 | 42.05 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr01_1454
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.01 |
2.15.1
| 12.2 | 0.01 | 2.88 | 28.8 |
model-npz/VGG16_optsgd_s1000_e10_b4_lr001_1913.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 30 | 20.57 | 100 | 69.46 | 49 | 43.24 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr001_1138
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.001 |
2.15.1
| 12.2 | 0.01 | 2.85 | 28.59 |
model-npz/VGG16_optsgd_s1000_e10_b4_lr0001_9902.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 30 | 20.14 | 100 | 67.88 | 49 | 43.48 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b4_lr0001_6318
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 4 | 0.0001 |
2.15.1
| 12.2 | 0.01 | 2.85 | 28.57 |
model-npz/VGG16_optsgd_s1000_e10_b4_lr00001_2724.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 30 | 20.59 | 100 | 70.27 | 49 | 43.86 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr01_2287
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.01 |
2.15.1
| 12.2 | 0.02 | 2.44 | 24.45 |
model-npz/VGG16_optsgd_s1000_e10_b8_lr001_6352.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 37 | 23.16 | 100 | 68.09 | 52 | 44.75 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr001_2229
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.001 |
2.15.1
| 12.2 | 0.02 | 2.55 | 25.56 |
model-npz/VGG16_optsgd_s1000_e10_b8_lr0001_1517.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 36 | 22.93 | 100 | 66.21 | 51 | 44.72 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b8_lr0001_1092
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 8 | 0.0001 |
2.15.1
| 12.2 | 0.02 | 2.46 | 24.62 |
model-npz/VGG16_optsgd_s1000_e10_b8_lr00001_1366.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 37 | 23 | 100 | 67.96 | 52 | 44.79 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr01_8805
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.01 |
2.15.1
| 12.2 | 0.04 | 2.5 | 25.08 |
model-npz/VGG16_optsgd_s1000_e10_b16_lr001_1414.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 23.7 | 100 | 66.6 | 54 | 45.81 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr001_2767
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.001 |
2.15.1
| 12.2 | 0.04 | 2.58 | 25.78 |
model-npz/VGG16_optsgd_s1000_e10_b16_lr0001_1616.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 23.1 | 100 | 65.02 | 54 | 45.83 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b16_lr0001_1858
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 16 | 0.0001 |
2.15.1
| 12.2 | 0.04 | 2.56 | 25.67 |
model-npz/VGG16_optsgd_s1000_e10_b16_lr00001_6263.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 41 | 23.5 | 100 | 67.14 | 54 | 45.88 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr01_1104
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.01 |
2.15.1
| 12.2 | 0.08 | 2.62 | 26.2 |
model-npz/VGG16_optsgd_s1000_e10_b32_lr001_2520.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 44 | 24.78 | 100 | 71.02 | 56 | 46.58 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr001_2056
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.001 |
2.15.1
| 12.2 | 0.08 | 2.58 | 25.84 |
model-npz/VGG16_optsgd_s1000_e10_b32_lr0001_4525.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 24.27 | 100 | 67.83 | 56 | 47.12 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b32_lr0001_3232
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 32 | 0.0001 |
2.15.1
| 12.2 | 0.08 | 2.63 | 26.31 |
model-npz/VGG16_optsgd_s1000_e10_b32_lr00001_1551.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 43 | 24.08 | 100 | 67.8 | 56 | 46.9 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr01_3017
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.01 |
2.15.1
| 12.2 | 0.22 | 3.45 | 34.55 |
model-npz/VGG16_optsgd_s1000_e10_b64_lr001_2401.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 45 | 23.36 | 100 | 76.28 | 57 | 48.57 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr001_3309
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.001 |
2.15.1
| 12.2 | 0.21 | 3.44 | 34.41 |
model-npz/VGG16_optsgd_s1000_e10_b64_lr0001_2265.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 47 | 22.95 | 100 | 74.71 | 57 | 48.75 |
VGG16_architecture_optsgd_s1000_ipd224x224x3_opd10_e10_b64_lr0001_6940
| 1,000 | 224 | 224 | 3 | 10 |
sgd
| 10 | 64 | 0.0001 |
2.15.1
| 12.2 | 0.21 | 3.44 | 34.42 |
model-npz/VGG16_optsgd_s1000_e10_b64_lr00001_7742.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 46 | 23.49 | 100 | 75.7 | 59 | 49.54 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr01_8718
| 1 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.01 |
2.15.1
| 12.2 | 51.15 | 51.16 | 51.19 |
model-npz/ResNet101_optadam_s1_e1_b1_lr001_2333.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 0.16 | 36 | 1.28 | 27 | 26.5 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr001_1211
| 1 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.001 |
2.15.1
| 12.2 | 49.34 | 49.35 | 49.38 |
model-npz/ResNet101_optadam_s1_e1_b1_lr0001_8550.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 5 | 0.23 | 38 | 1.61 | 27 | 26.08 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e1_b1_lr0001_2937
| 1 | 224 | 224 | 3 | 10 |
adam
| 1 | 1 | 0.0001 |
2.15.1
| 12.2 | 49.14 | 49.15 | 49.17 |
model-npz/ResNet101_optadam_s1_e1_b1_lr00001_3219.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 4 | 0.21 | 29 | 1.89 | 27 | 26.04 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr01_6368
| 1 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.01 |
2.15.1
| 12.2 | 24.56 | 24.57 | 49.17 |
model-npz/ResNet101_optadam_s1_e2_b1_lr001_6150.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 0.24 | 53 | 1.84 | 27 | 26.02 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr001_1681
| 1 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.001 |
2.15.1
| 12.2 | 24.4 | 24.41 | 48.87 |
model-npz/ResNet101_optadam_s1_e2_b1_lr0001_1862.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 7 | 0.16 | 59 | 1.59 | 28 | 26.03 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e2_b1_lr0001_8673
| 1 | 224 | 224 | 3 | 10 |
adam
| 2 | 1 | 0.0001 |
2.15.1
| 12.2 | 24.44 | 24.45 | 48.92 |
model-npz/ResNet101_optadam_s1_e2_b1_lr00001_1379.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.12 | 100 | 1.97 | 27 | 26.05 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr01_2288
| 1 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.01 |
2.15.1
| 12.2 | 9.93 | 9.93 | 49.69 |
model-npz/ResNet101_optadam_s1_e5_b1_lr001_1013.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.14 | 53 | 1.59 | 28 | 26.05 |
ResNet101_architecture_optadam_s1_ipd224x224x3_opd10_e5_b1_lr001_3188
| 1 | 224 | 224 | 3 | 10 |
adam
| 5 | 1 | 0.001 |
2.15.1
| 12.2 | 9.84 | 9.85 | 49.27 |
model-npz/ResNet101_optadam_s1_e5_b1_lr0001_5134.npz
|
Nvidia
|
NVIDIA A100-SXM4-80GB
|
Ampere
| 8 | 6,912 | 108 | 80 |
hbm2e
| 2,040 | 432 | 6 | 0.2 | 100 | 2.54 | 27 | 26.03 |
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