Halcon 更换为自己的训练数据,矩形框标注数据,设定如下超参数,也多次修改学习率,momentum等超参数,训练过程中偶发7720 异常 Training step failed. This might be caused by unsuitable hyperparameters,有没有大神遇到过相似问题,出错位于下面依据代码,出错时TrainResult中loss很大
- train_dl_model_batch (DLModelHandle, DLSampleBatch, TrainResult)
- BatchSize := 1
- InitialLearningRate := 0.0010
- Momentum := 0.85
- NumEpochs := 40
- EvaluationIntervalEpochs := 1
- ChangeLearningRateEpochs := 30
- ChangeLearningRateValues := InitialLearningRate * 0.1
- WeightPrior := 0.0001
- set_dl_model_param(DLModelHandle,'max_num_detections',20)
复制代码
|