Open jdaviddx opened 2 years ago
Hi @jdaviddx , Here is the per-epoch log when I trained YOLOV4 on coco with full 80 classes (Evaluation mode is in SAMPLE mode, so the mAP is slightly worse than INTEGRATE mode). yolov4_training_log_cspdarknet53.csv
Back then, I trained with 1 GPU. Could you also try with 1 gpu to help narrow down the issue ? Thanks !
Hello, I downloaded a pretrained model from ngc, for resnet18. And I tried to train the yolov4 on COCO. But the starting loss was like 2 milion, and after 30 epocchs loss dropped to 300. Do you use any backbones from ngc?
No. For SOTA training, we use the imagenet pretrained cspdarknet53. The pretrained models on NGC are trained on Openimage
Hello, I try to train a object-detection yolov4 on coco dataset(half of the classes). But after 100 epochs (like 30 hours on 4 v100) the loss is 220 and the mAP ~0.31. Is this a problem or should I wait more?