Table of Contents Solving AttributeError: module ‘tensorflow’ has no attribute ‘histogram_summary’ wrong reason solution Summarize Solve AttributeError: module ‘tensorflow’ has no attribute ‘histogram_summary’ When using TensorFlow for neural network model training or visualization, you may encounter a common error: AttributeError: module ‘tensorflow’ has no attribute ‘histogram_summary’. This error usually occurs after the TensorFlow version is […]
Tag: tensorflow
Multi-variable prediction based on LSTM (Tensorflow2 implementation)
TensorFlow 2.0 based on LSTM multi-variable_shared bicycle usage prediction: https://www.bilibili.com/video/BV1y5411K7NR Case implementation ideas: module import Loading data sets and preprocessing data visualization Data preprocessing feature engineering Model compilation, training, and verification Model validation 1. Module Import import pandas as pd import numpy as np import matplotlib.pyplot as plt import seaborn as sns import os import […]
Docker [Deployment 07] Installing tensorflow-gpu in the image and calling the GPU to handle multiple issues Could not find cuda drivers+unable to find libcuda.so…
Install tensorflow-gpu in the image and call the GPU to handle multiple problems 1.Install tensorflow-gpu 2.Docker uses GPU 2.1 Could not find cuda drivers 2.2 was unable to find libcuda.so DSO 2.3 Could not find TensorRT & &Cannot dlopen some GPU libraries 2.4 Could not create cudnn handle: CUDNN_STATUS_NOT_INITIALIZED 2.5 CuDNN library needs to have […]
Example 3: Implementation of convolutional neural network ResNet18+tensorflow2 (complete code + comments)
Basic idea: As the gradient deepens, it is difficult for the subsequent gradient to propagate to the previous layer, so a short circuit idea is added. The basic block contains 2 convolutional layers and 1 short line (as shown below) basicblock diagram A resblock diagram resnet18 diagram Code that defines resnet18 import tensorflow as tf […]
Solve read_data_sets (from tensorflow.contrib.learn.python.learn.dat
Table of Contents Solve the problem of read_data_sets (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version Problem Description Solution Summarize Sample code: How to load the MNIST dataset using tf.data function prototype Parameter Description return value Usage example Solve the problem that read_data_sets (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed […]
Solve ImportError: cannot import name pywrap_tensorflow
Table of Contents Solve ImportError: cannot import name ‘pywrap_tensorflow’ Problem Description Solution 1. Check TensorFlow version 2. Check dependent libraries 3. Reinstall TensorFlow in conclusion Solve ImportError: cannot import name ‘pywrap_tensorflow’ When using TensorFlow to develop and train deep learning models, you may sometimes encounter the error ??ImportError: cannot import name ‘pywrap_tensorflow’??. This error is […]
Solve gpu_device.cc:1120] Creating TensorFlow device (/device:GPU:0) -> (device: 0, name: GeForce 94
Table of Contents Solve gpu_device.cc:1120] Creating TensorFlow device (/device:GPU:0) -> (device: 0, name: GeForce 940MX, pci bus id: 0000:01:00.0) error 1. Check GPU driver and CUDA version 2. Check TensorFlow and CUDA compatibility 3. Check CUDA environment variables 4. Check TensorFlow’s GPU support 5. Check for other hardware and driver issues in conclusion CUDA cuDNN […]
Three.js + Tensorflow.js build real-time face point cloud
This article focuses on the steps required to implement a real-time face mesh point cloud using Three.js and Tensorflow.js. It assumes you have previous knowledge of asynchronous javascript and Three.js basics, so the basics won’t be covered. The source code for the project can be found in this Git repository. It will be helpful to […]
Using tensorflow for house price prediction
1. Theoretical basis 1. What is tensorflow? TensorFlow is one of the deep learning frameworks developed by the Google team. It is an open source software designed entirely based on the Python language. The original intention of TensorFlow is to implement the concepts of machine learning and deep learning in the simplest way. It combines […]
Solving AttributeError: module tensorflow has no attribute placeholder
Table of Contents Solve AttributeError: module ‘tensorflow’ has no attribute ‘placeholder’ Method 1: Upgrade TensorFlow version Method 2: Use tf.compat.v1.placeholder instead Method 3: Rewrite the code Application scenarios Sample code Placeholder Create and use placeholders Provide a value for the placeholder Application scenarios of placeholder Solving AttributeError: module ‘tensorflow’ has no attribute ‘placeholder’ If you […]