assemble.md

Assemble

Assemble means combining trcisk together to train better models.

Setting 1

Model	Size	Augmentation	Epoch	Top 1	Top 5	Time	Code	Log
ResNet_vd-50	160	RA-AA	200	79.48	94.78	247.2	102	1 2 3
SE_ResNet_vd-50	160	RA-AA	200	80.11	94.77	250.6	103	1 2 3 3 3
SE_ResNet_vd-50	160	TrivalAugment	200	79.94	94.69	218.1	110	1 2
ECA_ResNet_vd-50	160	TrivalAugment	200	79.99	94.82	217.9	111	1

• Dropout 0.25, weight decay 4e-5
• References:
  • Revisiting ResNets: Improved Training and Scaling Strategies
  • PaddleClas