JosephChen

> Hi @PingoLH > > I am trying to convert the HarDNet pytorch segmentation model into a TensorRT engine > to speedup the process, I want to use the model...

Another concern is that there exists a difference in **DCN**'s implementation between this repo. and [CenterNet](https://github.com/xingyizhou/CenterNet ) .

> Sounds like your resize didn't keep the aspect ratio? I use the AffineTransform to resize the image while keeping the aspect ratio.

Hi, here is my training [log](https://github.com/JosephChenHub/pytorch-lars/blob/master/lars_CIFAR100_4k_warmup20.log), and you can reproduce the result using the repo. , which achieves ~78.05% top-1 accuracy without extra augmentations. I think the distillation does work...

> Hi @yuanli2333 , > > Great thanks for your reply! It will be great to have the updated results. If on CIFAR10/100, LSR is equivalent to the proposed Tf_reg...