midea-ai / aidget Goto Github PK
View Code? Open in Web Editor NEWAi edge toolbox,专门面向边端设备尤其是嵌入式RTOS平台,AI模型部署工具链,包括模型推理引擎和模型压缩工具
License: Apache License 2.0
Ai edge toolbox,专门面向边端设备尤其是嵌入式RTOS平台,AI模型部署工具链,包括模型推理引擎和模型压缩工具
License: Apache License 2.0
我使用YOLOv7剪枝时遇到如下报错,具体位置在yolo.py中class Detect的forward函数里,这块是yolo原本就有的,各位大佬我该如何解决这个问题完成剪枝呢
Aidget\compressor\examples\pruning\YOLOv7\models\yolo.py:52: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!
if self.grid[i].shape[2:4] != x[i].shape[2:4]:
又继续学习Aidget模型压缩了
看了下剪枝的Markdown文件中给出的运行prune_training.py命令参数--weights '',意思是从零训练吧。
上次走通剪枝+蒸馏baseline是用的yolov7官方预训练模型进行剪枝训练,今天想按照Markdown里的weights ''命令参数从0剪枝训练发现会报错。
原因是prune_training.py line125加载了不存在的opt.weights路径,我把这行注释了反正是可以正常训练了也不知道对不对
model = torch.load(opt.weights, map_location=device)['model'].float().cuda()
ResRep_object = ResRep(copy.deepcopy(model))
model = ResRep_object.wrapped_model
还有就是我自己是single_gpu剪枝训练的,代码save的是EMA model,EMA策略会不会使剪枝失效啊?
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