optimize_dl_model_for_inference( : : DLModelHandle, DLDeviceHandle, Precision, DLSamples, GenParam : DLModelHandleConverted, ConversionReport)DescriptionThe operator optimize_dl_model_for_inference optimizes the
optimize_dl_model_for_inference( : : DLModelHandle, DLDeviceHandle, Precision, DLSamples, GenParam : DLModelHandleConverted, ConversionReport) optimize_dl_model_for_inference()Optimize a model for inference on a device via the AI2-interface.The parameterDLSamplesspecifies the samples on which the...
优化深度学习模型进行推理，`optimize_dl_model_for_inference`函数通过AI2接口完成。建议使用的`DLSamples`样本应具有代表性，通常每个类别提供10-20个样本即可达到良好的结果。获取设备参数使用`get_dl_device_param`函数，反之，`set_dl_device_param`用于设置设备参数。深度学习模型参数的设置与获取，`s...
继续运行程序,会针对 GPU 的不同浮点精度做推理优化,得到经过 OpenVINO 加速优化的推理模型。 * To convert the model to'float16'/'float32'precision, no samples have to be provided to* optimize_dl_model_for_inference.* No additional conversion parameters are required, so use thedefaultparameters.get...
optimize_dl_model_for_inference could be applied on a model that was already optimized by a previous call of the operator. This is no longer possible. Instead, optimize_dl_model_for_inference returns the error 7917 ("Unsupported operation on converted model") in this case. More information. ...
'type', ModelType):请求模型对图像施加的要求DLModelHandle含有的参数:get_dict_tuple (DLDataset, 'samples', DLS halcon 释放深度学习模型 深度学习 人工智能 机器学习 lua halcon深度学习推理显卡GPU halcon deep learn tool 一、常见问题及解决办法 1、set_dl_model_param(DLModelHandle, ‘gpu’, ...
Python下的VGG网络模型源码: importtensorflowastfclassVGG16(Model):def__init__(self):super(VGG16,self).__init__()#1self.c1=Conv2D(filters=64,kernel_size=(3,3),padding='same') # 卷积层1self.b1=BatchNormalization()# BN层1self.a1=Activation('relu') # 激活层1# 2self.c2=Conv2D(filter...
The devices that are supported directly through HALCON are equivalent to those that can be set to a deep learning model viaset_dl_model_paramusing'runtime'='cpu'or'runtime'='gpu'. HALCON provides an internal implementation for the inference or training of a deep learning model for those dev...
create_dl_model_detection(算子名称) 名称 create_dl_model_detection— Create a deep learning network for object detection or instance segmentation. 参数签名 描述 With the operatorcreate_dl_model_detectiona deep learning network for object detection or instance segmentation is created. See the chapterDe...
train_dl_model_batch 训练过程占用的内/显存多于推断过程 Activation Weight gradients gradients Activations Weights set_dl_model_param (DLModelHandle, ‘optimize_for_inference‘, ‘true‘) 34 2020/5/28 使用内/显存优化模型进行推断 Activations Weights apply_model 更少的内/显存占用(Classification) ...