ViNiT SaRoDe

icon indicating a website link https://vinitsarode.weebly.com/ icon indicating an email [email protected]

icon company Robotics Institute, CMU icon location Pittsburgh, Pennsylvania icon location "Vinit is a computer scientist and roboticist. His research focuses on making machines intelligent."

Results 5 issues of ViNiT SaRoDe

Code taking longer for a single image inference

Why does the code take like 2 to 3 mins to infer key-points from an image with a single person? It seems like the code is not running on GPU....

Fixed the bug of max steps in lr scheduler while resuming the training

Let's say you started the training for 5 epochs and killed/stopped it at 4th epoch. While resuming, you updated the total epochs to 10 then, the max_steps variable in lr_scheduler...

Why do you flip the data in evaluation?

1 comment

Hey @ydwen, Thanks for such an amazing work of SimPLE: Pairwise Similarity Learning and sharing the code for further research. It will be great if you help me understand below...

Request to share pre-trained model of PFE

1 comment

Hi, Thanks for this great work of pfe-pytorch. I would be grateful to you if you can share the pre-trained model and some training logs. I am getting a negative...

Why GPU RAM usage increases during SONATA pre-training?

1 comment

[exp_v0.0.3.log](https://github.com/user-attachments/files/22110286/exp_v0.0.3.log) I am using 4 NVIDIA L40S GPUs with 48 GB RAM. Initially, it was using 23 GBs of each GPU. Following are the settings that I used: batch_size =...