Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann. Jupyter Notebook 4.9k 2.1k ImageCaptioning.pytorch Public Forked from ruotianluo/ImageCaptioning.pytorch image
深度学习与PyTorch入门实战视频教程. Contribute to spskc/Deep-Learning-with-PyTorch-Tutorials development by creating an account on GitHub.
1.1 PyTorch简介 1.2 硬件和软件要求 1.3 练习-making sure things work 1.4 小结 前言 《Deep Learning with PyTorch》是入门PyTorch的非常好的教程。但是目前只有英文版。 本系列文章通过学习和记录这本书,将原书中的重要知识点用中文进行了详细的记录,并实现书中的全部代码和练习,基本上涵盖原书的全部内容。 这...
Github源码下载地址为: https://github.com/bubbliiiing/deeplabv3-plus-pytorch 复制该路径到地址栏跳转。 DeeplabV3+实现思路 一、预测部分 1、主干网络介绍 DeeplabV3+在论文中采用的是Xception系列作为主干特征提取网络,本博客会给大家提供两个主干网络,分别是Xception和mobilenetv2。 但是由于算力限制(我没有什么卡...
Dataloaders for Popular Deep Learning Frameworks Deep Lake comes with built-in dataloaders for Pytorch and TensorFlow. Train your model with a few lines of code - we even take care of dataset shuffling. :) Integrations with Powerful Tools ...
The entire system was implemented using PyTorch. During the developmental process, training was performed in batches of 128 images after data augmentation, including random horizontal and vertical flips, random rotation and random Gaussian noise addition. We used the Adam optimizer with a learning rate...
Identifying novel drugs that can interact with target proteins is a highly challenging, time-consuming, and costly task in drug discovery and development. Numerous machine learning-based models have recently been utilized to accelerate the drug discovery process. However, these existing methods are prim...
例如:基础框架中的PyTorch深度学习框架、CUDA GPU加速库;训练相关的Megatron-LM分布式训练框架、Flash Attention高效注意力机制;推理优化相关的FasterTransformer推理加速引擎、TensorRT推理优化库、ONNX模型转换标准库;工具链中的版本控制Git、容器化部署Docker;数据处理中的NumPy数值计算库、pandas数据处理库,以及HuggingFace...
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124 二、 unsloth快速入门 2.1 模型下载 微调模型的第一步要下载模型,这里使用DeepSeek-R1-Distill-Llama-8B模型进行训练。我们在modalscope网站上下载模型,首先执行命令pip install modelscope下载modelscope工具,然后执行mode...
All the chapters (except Chapter 1, Getting Started with Deep Learning Using PyTorch and Chapter 9, What Next) have associated Jupyter Notebooks in the book's GitHub repository. The imports required for the code to run may not be included in the text to save space. You should be able to...