Set up a machine learning environment on your new laptop from scratch Let's move! Sometimes it didn't work ...
When I looked it up, the settings were quite awkward. I don't think it's anything from an experienced person It was a very high hurdle for beginners, so I will leave it as a memo.
OS：Windows10 home 64bit Environment: Anaconda Navigator Jupiter Notebook GPU：Nvidia GTX1650
Install Anaconda Navigator normally There is a lot of information around here, so it wasn't too difficult.
We are also setting up CUDA and cuDNN for GPU, I will omit that. (Scheduled to write a memo separately)
Create a virtual environment, launch a command prompt from the created environment, and install the required amount
Things you need to create a CNN, such as pip install tensorflow and pip install keras
I set it up.
A program that I imitated myself Learning data by CNN An error occurred when I ran the library related to this guy.
cnn.ipynb
import keras
from keras.utils import np_utils
from keras.models import Sequential
from keras.layers.convolutional import MaxPooling2D
from keras.layers import Activation, Conv2D, Flatten, Dense,Dropout
from sklearn.model_selection import train_test_split
from keras.optimizers import SGD, Adadelta, Adagrad, Adam, Adamax, RMSprop, Nadam
from PIL import Image
import numpy as np
import glob
import matplotlib.pyplot as plt
import time
import os
As an error Using TensorFlow backend. ERROR:root:Internal Python error in the inspect module. Below is the traceback from this internal error.
It was quite well published in the literature, but it took time to understand what happened. As a reference, I struggled to see the error report on Github.
Visual Studio 2015, 2017 and 2019 redistributable programs distributed by Microsoft It seems that it could not work because it was not installed.
When you enter this world from Python, you will not be exposed to other languages I didn't know that I didn't have C ++.
From Microsoft Support I downloaded and installed a redistributable package and it worked.
There are many ways to do this in this world I think that it is the correct answer if it moves, but from the perspective of beginners, it is easy to ask which procedure is the correct answer. There are only trials and errors one by one, but even so, I think it's difficult to understand these days.
At the very least, don't get confused when you look back on the memo writing position you have left. I thought or didn't want to leave an easy-to-understand procedure ...
that's all.
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