As project development plans become increasingly concerned with execution speed and memory usage, it is clearly necessary for us to understand how much memory the variables and objects use in the program.
Read More »[Python] How To Compute The Memory Usage of Variables And Objects
You are given two non-empty linked lists representing two non-negative integers. The digits are stored in reverse order, and each of their nodes contains a single digit. Add the two numbers and return the sum as a linked list.
You may assume the two numbers do not contain any leading zero, except the number 0 itself.Given an array of integers nums and an integer target, return indices of the two numbers such that they add up to target. You may assume that each input would have exactly one solution, and you may not use the same element twice. You can return the answer in any order.Read More »LeetCode: 1-Two Sum Solution
If we need to match a special keyword with Python, and add HTML tags to the left and right sides, what should we do?
Read More »[Python] Using Regular Expression Retain Keyword When Replacing the String
In the current deep learning framework, whether using Tensorflow, PyTorch or others... the input and output of the model, the flow of data, we need to pay great attention to the shape of data. Because if you are not careful, the model will return an error message.
Read More »[Solved] HuggingFace Transformers Model Return "'ValueError: too many values to unpack (expected 2)', upon training a Bert binary classification model"
Today I used transformers package to build an ALBERT model to process a NLP task in the offline environment, and I got an error message when loading the ALBERT tokenizer:
Read More »[Solved] "TypeError: not a string" at Using AutoTokenizer.from_pretrained() Today, when I tracing some source code of model inference, I encountered the problem cannot be executed. The error message as follows:
Read More »[Solved] IndexError: boolean index did not match indexed array along dimension 0; dimension is 485 but corresponding boolean dimension is 488
Today I was testing the simpletransformers that is a well-known python deep learning package. But on my notebook, my training was stuck and not continue.
Read More »[Solved] Simpletransformers Stuck at Training And Not Continue The task of using Python for Natural Language Processing (NLP) is quite common in the field of machine learning and deep learning. Of course, the tools and libraries for text preprocessing are avaiable.
Read More »[Python] How to Convert String Full-width into Half-width Character