Size of saved model too big (~ 2 gb)

microsoft / multiview-human-pose-estimation-pytorch

This is an official Pytorch implementation of "Cross View Fusion for 3D Human Pose Estimation, ICCV 2019".

MIT License

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Size of saved model too big (~ 2 gb) #27

Closed rlrahulkanojia closed 4 years ago

rlrahulkanojia commented 4 years ago

the final model saved on a mobile net backbone is of 2 GB. Can someone. please help me where I might be wrong. I have not made any significant changes in the code.

CHUNYUWANG commented 4 years ago

The model is big because of the fusion layer which is implemented by fully connected layer.

rlrahulkanojia commented 4 years ago

Yes, I found it after a detailed analysis. But the role of optional aggregations layers is not clear to me. It would be very helpful if you could provide any clarification.

CHUNYUWANG commented 4 years ago

We will fuse features across different views if the optional aggregation parameter is true. You can take a look at the code [lib/models/multiview_pose_resnet.py]