Programmer Group

0x0. Preface In the previous section, we transferred the Operation lowing of Toy Dialect to after dialect, MemRef Dialect and Standard Dialect, while the toy.print Operation remains unchanged, so it is also called partial lowing. Through this lowing, the lower level implementation logic of Toy Dialect's Operation can be expressed to seek more ...

Weight attenuation In the previous section, we observed the over fitting phenomenon, that is, the training error of the model is much smaller than its error on the test set. Although increasing the training data set may reduce over fitting, it is often expensive to obtain additional training data. This section describes a common method to ...

Welcome to my official account, reply to 001 Google programming specification.  O_o   >_<   o_O   O_o   ~_~   o_O   this paper analyzes darknet load_weights interface, which is mainly used to load model weights.1. darknet data loading process    The previous article has introduced the data loading process of darknet target ...

The previous article talked about how to build our own network with keras, and explained some common parameters. This article will briefly introduce how to use the framework in the previous article to identify MNIST data sets. MNIST dataset is already a "chewed" dataset. Many tutorials will "start" on it and almost become a ...

[note]: the data of two books are loaded here, both of which are mentioned in Li Mu's divine book. Since the code encapsulated by Mu Shen is loaded Time machine, I copied the code of the previous two blogs here to load the Star Wars dataset. The following content is a reproduction of Mu God's curriculum and code. I will mark the knowledge p ...

Creation and common methods of pytorch Tensor Import pytorch package import torch View version number torch.__version__ '1.7.1' 1, Basic creation and types of tensors 1. Tensor creation method Use the pytorch tensor creation function: torch.tensor(): # Create tensor from list t = torch.tensor([1, 2]) t tensor([1,2]) # Creating tenso ...

0 background The Jetson TX1, TX2, AGX Xavier and Nano development boards contain a 40 pin GPIO connector, similar to the 40 pin connector in Raspberry Pi. NV officially gives a GPIO library, which is a Python version, and   The RPi.GPIO Library of Raspberry Pi is the same. This paper introduces the content and usage of the library. 1 ins ...

Original link: http://tecdat.cn/?p=24162In this example, we consider Markov transformation stochastic volatility model.statistical modelLet yt be the dependent variable and xt be the unobserved logarithmic volatility of yt. For t ≤ tmax, the stochastic volatility model is defined as followsThe state variable ct follows a two state Markov pro ...

Look at the effect first MTCNN Since the MTCNN algorithm came out in 2016, the industry has become very popular. Recently, I tried to reproduce the paper code. Subject thought Cascade network ** This paper belongs to a multi task cascade convolutional neural network, as shown in the figure, which uses P, R and O networks for de ...

1 Introduction to the experiment Experimental requirements: implement a handwritten numeral recognition program, as shown in the figure below. The neural network is required to include a hidden layer, and the number of neurons in the hidden layer is 15. Overall idea: mainly refer to the introduction of neural network in Chapter 5 of waterme ...