SparseInst
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training details
Paper says SparseInst is built on Detectron2 [42] and trained over 8 GPUs with a total of 64 images per mini-batch. Q1:It use fp16 or not?
Q2: Small or large backbone use the same batchsize per GPU?
Q3: test on the 2080Ti. But the train unclear.Is it on RTX 3090?
Hi,thanks for your interest in SparseInst and we'd like to clarify your questions as follows:
Q1: SparseInst supports both FP32 and FP16. The results and performance reported in our paper are based on FP32.
Q2: All models including larger backbones are trained with the same batch size and schedule.
Q3: We only adopt 2080Ti for all the experiments in our paper. 3090 is only reported for the experiments later.
Dear Author, When I am training my own clothing dataset with SparseInst recently, the mask edges often have wavy lines (the training set labeling does not have this). May I ask what may causes this? In order to find out its cause, I used coco pre-training model to inference on my own data and also found wavy lines also exist. Is this phenomenon inherent to the algorithm?