比如GPU内存上,会使用torch.cuda.empty_cache()来清空pytorch未使用的缓存。 该回复中包含更多资源, 登录 即可下载或查看。 4楼回复于2024-09-02 20:14:00 六两 帖子 7 回复 16 这两天调这个问题,搞的有点头大,由于内存涨满会被系统killed掉,导致程序没有办法长时间运行。。。 最近的一些情况是(都...
return iou - rho2 / c2 # DIoU elif CIoU: # https://github.com/Zzh-tju/DIoU-SSD-pytorch/blob/master/utils/box/box_utils.py#L47 v = (4 / math.pi ** 2) * torch.pow(torch.atan(w2 / h2) - torch.atan(w1 / h1), 2) with torch.no_grad(): alpha = v / ((1 + eps) -...
原始的non_max_suppression defnon_max_suppression(prediction,conf_thres=0.25,iou_thres=0.45,classes=None,agnostic=False,multi_label=False, labels=()): """Runs Non-Maximum Suppression (NMS) on inference results Returns: list of detections, on (n,6) tensor per image [xyxy, conf, cls] """ ...
from second.core.non_max_suppression.nms_gpu import (nms_gpu, rotate_iou_gpu, File "/media/chenly/E/second.pytorch/second/core/non_max_suppression/init.py", line 1, in from second.core.non_max_suppression.nms_cpu import nms_jit, soft_nms_jit File "/media/chenly/E/second.pytorch/secon...
这个操作的输出是一组整数,索引到表示所选框的边界框的输入集合中。然后使用tf可以获得与所选索引对应的边界框坐标。收集操作。例如:selected_indices = tf.image。non_max_suppression(box, scores, max_output_size, iou_threshold)选择ted_boxes = tf。收集(盒、selected_indices)...
How you installed PyTorch / torchvision (conda, pip, source): pip Python version: 3.6.5 CUDA/cuDNN version: 10.0/7.6.3 GPU models and configuration: GTX 1080 More info: Numpy 1.16.4, ONNXRuntime (ORT) 1.4.0 (CPU version), ONNX 1.7.0cc...
@seekFire, shortly, applying the offset is a trick to separate in the feature space the boxes of each class given that the NMS in PyTorch can only be done using one confidence score -> https://pytorch.org/docs/stable/torchvision/ops.html#torchvision.ops.nms This is the same for the off...