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How to get FPS for a model?

See original GitHub issue

Note

We only consider adding new features if they are relevant to many users.

If you request implementation of research papers – we only consider papers that have enough significance and prevalance in the object detection field.

We do not take requests for most projects in the projects/ directory, because they are research code release that is mainly for other researchers to reproduce results.

“Make X faster/accurate” is not a valid feature request. “Implement a concrete feature that can make X faster/accurate” can be a valid feature request.

Instead of adding features inside detectron2, you can implement many features by extending detectron2. The projects/ directory contains many of such examples.

Issue Analytics

State:
Created 2 years ago
Comments:6 (3 by maintainers)

Top GitHub Comments

1reaction

kirkzZcommented, Dec 28, 2021

If I set the SOLVER.IMS_PER_BATCH’, ‘8’ ,so the fps = 8/time

0reactions

kirkzZcommented, Dec 28, 2021

Thanks,in a word: if I set num_gpus=4 and SOLVER.IMS_PER_BATCH’, ‘8’, and get the log:eta: 9:58:17 iter: 174159 total_loss: 0.9185 loss_cls: 0.229 loss_box_reg: 0.2562 loss_mask: 0.2784 loss_rpn_cls: 0.04507 loss_rpn_loc: 0.0934 time: 0.3831 data_time: 0.0075 lr: 0.01 max_mem: 3067M

so the fps=8/(4*0.3831)

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