From f89eddfcfbd669dce7d38380dc01d6066ab2c947 Mon Sep 17 00:00:00 2001 From: Jianliang Shen Date: Tue, 25 Jun 2024 17:16:11 +0800 Subject: [PATCH] Update AGI startup for pytorch install Signed-off-by: Jianliang Shen --- source/_posts/AGI-Startup.md | 387 ++++++++++++++---- .../_posts/CUDA\342\200\224\342\200\224C.md" | 22 +- ...13\345\272\217\350\256\276\350\256\241.md" | 2 +- .../fluid/source/img/post_pics/ai/conda.png | Bin 0 -> 30172 bytes .../img/post_pics/ai/torch-book-extension.png | Bin 0 -> 18566 bytes .../post_pics/ai/torch-book-extension2.png | Bin 0 -> 42127 bytes .../post_pics/ai/torch-book-load-python-2.png | Bin 0 -> 15094 bytes .../post_pics/ai/torch-book-load-python-3.png | Bin 0 -> 19466 bytes .../post_pics/ai/torch-book-load-python-4.png | Bin 0 -> 27384 bytes .../post_pics/ai/torch-book-load-python-5.png | Bin 0 -> 26028 bytes .../post_pics/ai/torch-book-load-python-6.png | Bin 0 -> 59268 bytes .../post_pics/ai/torch-book-load-python.png | Bin 0 -> 115246 bytes 12 files changed, 337 insertions(+), 74 deletions(-) create mode 100644 themes/fluid/source/img/post_pics/ai/conda.png create mode 100644 themes/fluid/source/img/post_pics/ai/torch-book-extension.png create mode 100644 themes/fluid/source/img/post_pics/ai/torch-book-extension2.png create mode 100644 themes/fluid/source/img/post_pics/ai/torch-book-load-python-2.png create mode 100644 themes/fluid/source/img/post_pics/ai/torch-book-load-python-3.png create mode 100644 themes/fluid/source/img/post_pics/ai/torch-book-load-python-4.png create mode 100644 themes/fluid/source/img/post_pics/ai/torch-book-load-python-5.png create mode 100644 themes/fluid/source/img/post_pics/ai/torch-book-load-python-6.png create mode 100644 themes/fluid/source/img/post_pics/ai/torch-book-load-python.png diff --git a/source/_posts/AGI-Startup.md b/source/_posts/AGI-Startup.md index 9a0ed7b..c18302c 100644 --- a/source/_posts/AGI-Startup.md +++ b/source/_posts/AGI-Startup.md @@ -6,6 +6,8 @@ index_img: /img/post_pics/ai/AGI.jpeg tags: - 算法 - AI + - CUDA + - Pytorch categories: - GPU --- @@ -22,15 +24,9 @@ categories: - [Cuda](#cuda) - [Jetson 嵌入式AI](#jetson-嵌入式ai) - [Github 资源](#github-资源) -- [安装Pytorch 1.x 环境(CPU版本)](#安装pytorch-1x-环境cpu版本) - - [Install Anaconda](#install-anaconda) - - [Change resource urls](#change-resource-urls) - - [Install Pytorch 1.x](#install-pytorch-1x) - - [Another way to install Pytorch without Anaconda](#another-way-to-install-pytorch-without-anaconda) -- [Windows配置Pytorch GPU环境](#windows配置pytorch-gpu环境) - - [Cuda](#cuda-1) - - [Conda](#conda) - - [cuDNN](#cudnn) +- [安装Pytorch 1.6 环境(CPU版本)](#安装pytorch-16-环境cpu版本) +- [安装Pytorch 2.x环境(GPU版本)](#安装pytorch-2x环境gpu版本) +- [VScode Pytorch Book 环境配置](#vscode-pytorch-book-环境配置) - [CNN卷积神经网络](#cnn卷积神经网络) - [FashionMNIST手写数字分类](#fashionmnist手写数字分类) - [Cifar-10](#cifar-10) @@ -41,10 +37,10 @@ categories: | 链接 | 说明 | | ---- | --- | -| [《深度学习框架PyTorch:入门与实战》代码](https://github.com/chenyuntc/pytorch-book)|这个更基础,不过要安装1.x版本的pytorch,2.x版本的有一部分是不兼容的,最好电脑上安装Anaconda,然后创建一个torch的python虚拟环境,里面安装1.x的环境,用Jupyter打开里面的note,VSCODE也支持Jupyter插件,然后python解释器选择虚拟环境安装了torch的python| +| [**《深度学习框架PyTorch:入门与实战》代码**](https://github.com/chenyuntc/pytorch-book)|这个更基础,不过要安装1.6版本的pytorch,2.x版本的有一部分是不兼容的,最好电脑上安装Anaconda,然后创建一个torch的python虚拟环境,里面安装1.x的环境,用Jupyter打开里面的note,VScode也支持Jupyter插件,然后python解释器选择虚拟环境安装了torch的python,参考[安装Pytorch 1.6 环境(CPU版本)](#安装pytorch-16-环境cpu版本)和[VScode Pytorch Book 环境配置](#vscode-pytorch-book-环境配置)| | [Pytorch 官方文档](https://pytorch.org/tutorials/beginner/basics/intro.html) | 最新的是2.3版本,和下面教程搭配着看 | | [Pytorch 官方文档教程仓库](https://github.com/pytorch/tutorials) | PyTorch tutorials。有点占地方,里面和文档内容对应,有直接可运行的脚本 | -| [Pytorch 安装指引](https://pytorch.org/get-started/locally/)|| +| [Pytorch 安装指引](https://pytorch.org/get-started/locally/)| 安装CPU/CUDA版本 | | [Pytorch 官方文档翻译版](https://github.com/apachecn/pytorch-doc-zh)| Pytorch 中文文档,缺点,广告太多 | | [Pytorch Examples](https://github.com/pytorch/examples)| A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. | | [Pytorch 源码仓库](https://github.com/pytorch/pytorch)| Tensors and Dynamic neural networks in Python with strong GPU acceleration | @@ -61,51 +57,57 @@ categories: ### Github 资源 -| 仓库 |说明 | 重要指数 | -| --------------------------------------- | ------------------ | -------- | -| **1. AI/AGI/AIoT** | | | -| [**HuggingFace/Transformers**](https://github.com/huggingface/transformers) | 著名论文[Attention Is All You Need](https://arxiv.org/abs/1706.03762) 提出的 Transformers 提供数千个预训练模型,用于执行不同模态(例如文本、视觉和音频)的任务。这些模型可应用于:
1. 📝 文本,用于 100 多种语言的文本分类、信息提取、问答、摘要、翻译和文本生成等任务。
2. 🖼️ 图像,用于图像分类、对象检测和分割等任务。
3. 🗣️ 音频,用于语音识别和音频分类等任务。
Transformers 模型还可以执行多种模态组合的任务,例如表格问答、光学字符识别、从扫描文档中提取信息、视频分类和视觉问答。 | ★★★★★ | -| [HuggingFace/Pytorch image models](https://github.com/huggingface/pytorch-image-models) |最大的 PyTorch 图像 encoders / backbone 集合。包括训练、评估、推理、导出脚本和预训练权重 - ResNet、ResNeXT、EfficientNet、NFNet、Vision Transformer (ViT)、MobileNetV4、MobileNet-V3 & V2、RegNet、DPN、CSPNet、Swin Transformer、MaxViT、CoAtNet、ConvNeXt 等| ★ | -| [HuggingFace/Datasets](https://github.com/huggingface/datasets) |Datasets 是一个轻量级库,提供两个主要功能:适用于许多公共数据集的单行数据加载器;高效的数据预处理。|★| -| [HuggingFace/Accelerate](https://github.com/huggingface/accelerate) | Accelerate 是为那些喜欢编写 PyTorch 模型训练循环但不愿意编写和维护使用多 GPU/TPU/fp16 所需的样板代码的 PyTorch 用户创建的。 |★| -| [**Google/Vision Transformer**](https://github.com/google-research/vision_transformer) |在这个存储库中,我们发布了论文中的模型
一张图片胜过 16x16 个单词:用于大规模图像识别的 Transformers
MLP-Mixer:用于视觉的全 MLP 架构
如何训练你的 ViT?视觉 Transformers 中的数据、增强和正则化
当视觉 Transformers 在没有预训练或强大的数据增强的情况下胜过 ResNets 时
LiT:使用锁定图像文本调整的零样本传输
替代间隙最小化改进了清晰度感知训练
这些模型在 ImageNet 和 ImageNet-21k 数据集上进行了预训练。我们在 JAX/Flax 中提供了用于微调已发布模型的代码。
| ★★★★★ | -| [Stability-AI/Generative Models](https://github.com/Stability-AI/generative-models)| Generative Models by Stability AI | ★ | -| [Stability-AI/Stable Diffusion](https://github.com/Stability-AI/stablediffusion) | 此存储库包含从头开始训练的 Stable Diffusion 模型,并将使用新的检查点不断更新。 | ★ | -| [**AUTOMATIC1111/Stable Diffusion WebUI**](https://github.com/AUTOMATIC1111/stable-diffusion-webui)| 使用 Gradio 库实现的Stable Diffusion的 Web 界面。 [简体中文翻译扩展](https://github.com/dtlnor/stable-diffusion-webui-localization-zh_CN)| ★★★★★ | -| [**Zhouyi-AIPU/Model Zoo**](https://github.com/Zhouyi-AIPU/Model_zoo)| 各种Embedded model汇总 | ★★★ | -| [TensorFlow](https://github.com/tensorflow/tensorflow) | An Open Source Machine Learning Framework for Everyone | ★ | -| [TensorFlow Models](https://github.com/tensorflow/models) | Models and examples built with TensorFlow | ★ | -| [**Ultralytics/Yolov5**](https://github.com/ultralytics/yolov5)| YOLOv5🚀是世界上最受欢迎的视觉 AI,代表了 Ultralytics 对未来视觉 AI 方法的开源研究,融合了数千小时研发过程中获得的经验教训和最佳实践。| ★★★★★ | -| [Ultralytics/ultralytics](https://github.com/ultralytics/ultralytics) | Ultralytics YOLOv8 是一款尖端的、最先进的 (SOTA) 模型,它以之前 YOLO 版本的成功为基础,并引入了新功能和改进,以进一步提高性能和灵活性。YOLOv8 旨在快速、准确且易于使用,使其成为各种对象检测和跟踪、实例分割、图像分类和姿势估计任务的绝佳选择。 | ★ | -| [**Karpathy/llm.c**](https://github.com/karpathy/llm.c)| 简单、纯 C/CUDA 的 LLM,无需 245MB 的 PyTorch 或 107MB 的 cPython。当前重点是预训练,特别是重现 GPT-2 和 GPT-3 迷你剧,以及 train_gpt2.py 中的并行 PyTorch 参考实现。| ★★★★★ | -| [Karpathy/llama2.c](https://github.com/karpathy/llama2.c)| 在 PyTorch 中训练 Llama 2 LLM 架构,然后使用一个简单的 700 行 C 文件 (run.c) 进行推理。 | ★ | -| [GPT2-Chinese](https://github.com/Morizeyao/GPT2-Chinese)|中文的GPT2训练代码,使用BERT的Tokenizer或Sentencepiece的BPE model | ★ | -| [openai-cookbook](https://github.com/openai/openai-cookbook)|使用 OpenAI API 完成常见任务的示例代码和指南。 | ★ | -| [Dusty-nv/Jetson Inference](https://github.com/dusty-nv/jetson-inference)| 该项目使用 TensorRT 在 C++ 或 Python 的 GPU 上运行优化网络,并使用 PyTorch 训练模型。支持的 DNN 视觉基元包括用于图像分类的 imageNet、用于对象检测的 detectNet、用于语义分割的 segNet、用于姿势估计的 poseNet 和用于动作识别的 actionNet。提供了从实时摄像头源进行流式传输、使用 WebRTC 制作 Web 应用程序以及对 ROS/ROS2 的支持的示例。 | ★★★★★ | -| [ONNX](https://github.com/onnx/onnx)|开放神经网络交换(ONNX)是一个开放的生态系统,使人工智能开发人员能够随着项目的发展选择合适的工具。ONNX为人工智能模型提供了一种开源格式,包括深度学习和传统ML,它定义了一个可扩展的计算图模型,以及内置运算符和标准数据类型的定义。目前我们专注于推理(评分)所需的功能。 | ★★★ | -| [Microsoft/ONNX Runtime](https://github.com/microsoft/onnxruntime)|ONNX Runtime 是一个跨平台推理和训练机器学习加速器。|★| -| [onnx-tensorrt](https://github.com/onnx/onnx-tensorrt) | 解析 ONNX 模型以便使用 [TensorRT](https://developer.nvidia.com/tensorrt) 执行。 NVIDIA® TensorRT™ 是一个用于高性能深度学习推理的 API 生态系统。TensorRT 包括推理运行时和模型优化,可为生产应用程序提供低延迟和高吞吐量。TensorRT 生态系统包括 TensorRT、TensorRT-LLM、TensorRT 模型优化器和 TensorRT Cloud。| ★★★| -| [onnx-simplifier](https://github.com/daquexian/onnx-simplifier) | ONNX 很棒,但有时太复杂。 | ★ | -| [tensorflow-onnx](https://github.com/onnx/tensorflow-onnx) | tf2onnx 通过命令行或 python api 将 TensorFlow(tf-1.x 或 tf-2.x)、keras、tensorflow.js 和 tflite 模型转换为 ONNX。 | ★ | -| **2. GPU/CUDA/Rocm** | | | -| [**CUDA-Learn-Notes**](https://github.com/DefTruth/CUDA-Learn-Notes)|CUDA-Learn-Notes: CUDA 笔记、大模型手撕CUDA、C++笔记 | ★★★★★ | -| [**CUDA-Programming-Guide-in-Chinese**](https://github.com/HeKun-NVIDIA/CUDA-Programming-Guide-in-Chinese)| 本项目为 CUDA C Programming Guide 的中文翻译版。| ★ | -| [NN-CUDA-Example](https://github.com/godweiyang/NN-CUDA-Example)|调用自定义 CUDA 运算符的神经网络工具包(PyTorch、TensorFlow 等)的几个简单示例。 | ★ | -| [NVTrust](https://github.com/NVIDIA/nvtrust)|nvTrust 是一个存储库,其中包含在受信任的环境(例如机密计算)中使用 NVIDIA 解决方案时利用的许多实用程序和工具、开源代码和 SDK。 | ★ | -| [ROCm/ROCT-Thunk-Interface](https://github.com/ROCm/ROCT-Thunk-Interface)|此存储库包含用于与 (AMD)ROCk 驱动程序交互的用户模式 ​​API 接口。 | ★ | -| **3. 免费资源** | | | -| [**GitHub中文开源仓库排行榜**](https://github.com/GrowingGit/GitHub-Chinese-Top-Charts)| GitHub中文排行榜,帮助你发现优秀中文项目,可以无语言障碍地、更高效地吸收优秀经验成果 | ★★★ | -| [free-programming-books](https://github.com/EbookFoundation/free-programming-books)| 多种语言的免费学习资源列表 | ★★★★★ | -| [CS EBook](https://github.com/forthespada/CS-Books)| 超过1000本的计算机经典书籍分享,解压密码:a123654 | ★★★★ | -| [CS EBook](https://github.com/lining808/CS-Ebook) | 本储存库是一些高质量的计算机科学与技术书籍推荐书单,需要学习的可以按照此书单进行学习进阶,包含了计算机大多数软件相关方向。而且敢承诺一直更新。 | ★★★ | - -## 安装Pytorch 1.x 环境(CPU版本) +
+点击此处查看资源汇总 + +| 仓库 |说明 | +| --------------------------------------- | ------------------ | +| **1. AI/AGI/AIoT** | | +| [**HuggingFace/Transformers
★★★★★**](https://github.com/huggingface/transformers) | 著名论文[Attention Is All You Need](https://arxiv.org/abs/1706.03762) 提出的 Transformers 提供数千个预训练模型,用于执行不同模态(例如文本、视觉和音频)的任务。这些模型可应用于:
1. 📝 文本,用于 100 多种语言的文本分类、信息提取、问答、摘要、翻译和文本生成等任务。
2. 🖼️ 图像,用于图像分类、对象检测和分割等任务。
3. 🗣️ 音频,用于语音识别和音频分类等任务。
Transformers 模型还可以执行多种模态组合的任务,例如表格问答、光学字符识别、从扫描文档中提取信息、视频分类和视觉问答。 | +| [**Karpathy/llm.c
★★★★★**](https://github.com/karpathy/llm.c)| 简单、纯 C/CUDA 的 LLM,无需 245MB 的 PyTorch 或 107MB 的 cPython。当前重点是预训练,特别是重现 GPT-2 和 GPT-3 迷你剧,以及 train_gpt2.py 中的并行 PyTorch 参考实现。| +| [**Google/Vision Transformer
★★★★★**](https://github.com/google-research/vision_transformer) |在这个存储库中,我们发布了论文中的模型
一张图片胜过 16x16 个单词:用于大规模图像识别的 Transformers
MLP-Mixer:用于视觉的全 MLP 架构
如何训练你的 ViT?视觉 Transformers 中的数据、增强和正则化
当视觉 Transformers 在没有预训练或强大的数据增强的情况下胜过 ResNets 时
LiT:使用锁定图像文本调整的零样本传输
替代间隙最小化改进了清晰度感知训练
这些模型在 ImageNet 和 ImageNet-21k 数据集上进行了预训练。我们在 JAX/Flax 中提供了用于微调已发布模型的代码。
| +| [**Ultralytics/Yolov5
★★★★★**](https://github.com/ultralytics/yolov5)| YOLOv5🚀是世界上最受欢迎的视觉 AI,代表了 Ultralytics 对未来视觉 AI 方法的开源研究,融合了数千小时研发过程中获得的经验教训和最佳实践。| +| [**Dusty-nv/Jetson Inference
★★★★★**](https://github.com/dusty-nv/jetson-inference)| 该项目使用 TensorRT 在 C++ 或 Python 的 GPU 上运行优化网络,并使用 PyTorch 训练模型。支持的 DNN 视觉基元包括用于图像分类的 imageNet、用于对象检测的 detectNet、用于语义分割的 segNet、用于姿势估计的 poseNet 和用于动作识别的 actionNet。提供了从实时摄像头源进行流式传输、使用 WebRTC 制作 Web 应用程序以及对 ROS/ROS2 的支持的示例。 | +| [**Stable Diffusion WebUI
★★★★★**](https://github.com/AUTOMATIC1111/stable-diffusion-webui)| 使用 Gradio 库实现的Stable Diffusion的 Web 界面。 [简体中文翻译扩展](https://github.com/dtlnor/stable-diffusion-webui-localization-zh_CN)| +| [**Zhouyi-AIPU/Model Zoo
★★★**](https://github.com/Zhouyi-AIPU/Model_zoo)| 各种Embedded model汇总 | +| [HuggingFace/Pytorch image models
★](https://github.com/huggingface/pytorch-image-models) |最大的 PyTorch 图像 encoders / backbone 集合。包括训练、评估、推理、导出脚本和预训练权重 - ResNet、ResNeXT、EfficientNet、NFNet、Vision Transformer (ViT)、MobileNetV4、MobileNet-V3 & V2、RegNet、DPN、CSPNet、Swin Transformer、MaxViT、CoAtNet、ConvNeXt 等| +| [HuggingFace/Datasets
★](https://github.com/huggingface/datasets) |Datasets 是一个轻量级库,提供两个主要功能:适用于许多公共数据集的单行数据加载器;高效的数据预处理。| +| [HuggingFace/Accelerate
★](https://github.com/huggingface/accelerate) | Accelerate 是为那些喜欢编写 PyTorch 模型训练循环但不愿意编写和维护使用多 GPU/TPU/fp16 所需的样板代码的 PyTorch 用户创建的。 | +| [Stability-AI/Generative Models
★](https://github.com/Stability-AI/generative-models)| Generative Models by Stability AI | +| [Stability-AI/Stable Diffusion
★](https://github.com/Stability-AI/stablediffusion) | 此存储库包含从头开始训练的 Stable Diffusion 模型,并将使用新的检查点不断更新。 | +| [TensorFlow
★](https://github.com/tensorflow/tensorflow) | An Open Source Machine Learning Framework for Everyone | +| [TensorFlow Models
★](https://github.com/tensorflow/models) | Models and examples built with TensorFlow | +| [Ultralytics/ultralytics
★](https://github.com/ultralytics/ultralytics) | Ultralytics YOLOv8 是一款尖端的、最先进的 (SOTA) 模型,它以之前 YOLO 版本的成功为基础,并引入了新功能和改进,以进一步提高性能和灵活性。YOLOv8 旨在快速、准确且易于使用,使其成为各种对象检测和跟踪、实例分割、图像分类和姿势估计任务的绝佳选择。 | +| [Karpathy/llama2.c
★](https://github.com/karpathy/llama2.c)| 在 PyTorch 中训练 Llama 2 LLM 架构,然后使用一个简单的 700 行 C 文件 (run.c) 进行推理。| +| [GPT2-Chinese
★](https://github.com/Morizeyao/GPT2-Chinese)|中文的GPT2训练代码,使用BERT的Tokenizer或Sentencepiece的BPE model | +| [openai-cookbook
★★](https://github.com/openai/openai-cookbook)|使用 OpenAI API 完成常见任务的示例代码和指南。 | +| [ONNX
★★★](https://github.com/onnx/onnx)|开放神经网络交换(ONNX)是一个开放的生态系统,使人工智能开发人员能够随着项目的发展选择合适的工具。ONNX为人工智能模型提供了一种开源格式,包括深度学习和传统ML,它定义了一个可扩展的计算图模型,以及内置运算符和标准数据类型的定义。目前我们专注于推理(评分)所需的功能。 | +| [Microsoft/ONNX Runtime
★](https://github.com/microsoft/onnxruntime)|ONNX Runtime 是一个跨平台推理和训练机器学习加速器。| +| [onnx-tensorrt
★★](https://github.com/onnx/onnx-tensorrt) | 解析 ONNX 模型以便使用 [TensorRT](https://developer.nvidia.com/tensorrt) 执行。 NVIDIA® TensorRT™ 是一个用于高性能深度学习推理的 API 生态系统。TensorRT 包括推理运行时和模型优化,可为生产应用程序提供低延迟和高吞吐量。TensorRT 生态系统包括 TensorRT、TensorRT-LLM、TensorRT 模型优化器和 TensorRT Cloud。| +| [onnx-simplifier
★](https://github.com/daquexian/onnx-simplifier) | ONNX 很棒,但有时太复杂。 | +| [tensorflow-onnx
★](https://github.com/onnx/tensorflow-onnx) | tf2onnx 通过命令行或 python api 将 TensorFlow(tf-1.x 或 tf-2.x)、keras、tensorflow.js 和 tflite 模型转换为 ONNX。 | +| **2. GPU/CUDA/Rocm** | +| [**CUDA-Learn-Notes
★★★★★**](https://github.com/DefTruth/CUDA-Learn-Notes)|CUDA-Learn-Notes: CUDA 笔记、大模型手撕CUDA、C++笔记 | +| [**CUDA-Programming-Guide-in-Chinese
★**](https://github.com/HeKun-NVIDIA/CUDA-Programming-Guide-in-Chinese)| 本项目为 CUDA C Programming Guide 的中文翻译版。| +| [NN-CUDA-Example
★](https://github.com/godweiyang/NN-CUDA-Example)|调用自定义 CUDA 运算符的神经网络工具包(PyTorch、TensorFlow 等)的几个简单示例。 | +| [NVTrust
★](https://github.com/NVIDIA/nvtrust)|nvTrust 是一个存储库,其中包含在受信任的环境(例如机密计算)中使用 NVIDIA 解决方案时利用的许多实用程序和工具、开源代码和 SDK。 | +| [ROCm/ROCT-Thunk-Interface
★](https://github.com/ROCm/ROCT-Thunk-Interface)|此存储库包含用于与 (AMD)ROCk 驱动程序交互的用户模式 ​​API 接口。 | +| **3. 免费资源** | | +| [**GitHub中文开源仓库排行榜
★★★★★**](https://github.com/GrowingGit/GitHub-Chinese-Top-Charts)| GitHub中文排行榜,帮助你发现优秀中文项目,可以无语言障碍地、更高效地吸收优秀经验成果 | +| [**free-programming-books
★★★★★**](https://github.com/EbookFoundation/free-programming-books)| 多种语言的免费学习资源列表 | +| [CS EBook
★★★](https://github.com/forthespada/CS-Books)| 超过1000本的计算机经典书籍分享,解压密码:a123654 | +| [CS EBook
★★★](https://github.com/lining808/CS-Ebook) | 本储存库是一些高质量的计算机科学与技术书籍推荐书单,需要学习的可以按照此书单进行学习进阶,包含了计算机大多数软件相关方向。而且敢承诺一直更新。 | + +
+ +## 安装Pytorch 1.6 环境(CPU版本) https://pytorch.org/get-started/previous-versions/ -### Install Anaconda +
+点击此处查看步骤 -Anaconda download address: https://www.anaconda.com/download +**安装 Anaconda. 下载地址:** https://www.anaconda.com/download ```bash # For example, Ubuntu @@ -120,41 +122,235 @@ $ conda --version conda 24.1.2 ``` -### Change resource urls +**换源** ```bash # Reference https://blog.csdn.net/adreammaker/article/details/123396951 -conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/ -conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/ -conda config --set show_channel_urls yes +$ conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/ +$ conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/ +$ conda config --set show_channel_urls yes +``` -conda create -n torch python=3.9 -conda activate torch-gpu +**创建Pytorch虚拟环境** + +```bash +$ conda create -n torch-1.6 python=3.6.13 +``` + +
+创建过程的log + +```bash +$ conda create -n torch-1.6 python=3.6.13 +Channels: + - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free + - defaults +Platform: linux-64 +Collecting package metadata (repodata.json): done +Solving environment: done + +## Package Plan ## + + environment location: /home/shenjianliang/anaconda3/envs/torch-1.6 + + added / updated specs: + - python=3.6.13 + + +The following packages will be downloaded: + + package | build + ---------------------------|----------------- + certifi-2021.5.30 | py36h06a4308_0 139 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + libffi-3.3 | he6710b0_2 50 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + openssl-1.1.1w | h7f8727e_0 3.7 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + pip-21.2.2 | py36h06a4308_0 1.8 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + python-3.6.13 | h12debd9_1 32.5 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + setuptools-58.0.4 | py36h06a4308_0 788 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + wheel-0.37.1 | pyhd3eb1b0_0 33 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + ------------------------------------------------------------ + Total: 39.0 MB + +The following NEW packages will be INSTALLED: + + _libgcc_mutex anaconda/pkgs/main/linux-64::_libgcc_mutex-0.1-main + _openmp_mutex anaconda/pkgs/main/linux-64::_openmp_mutex-5.1-1_gnu + ca-certificates anaconda/pkgs/main/linux-64::ca-certificates-2024.3.11-h06a4308_0 + certifi anaconda/pkgs/main/linux-64::certifi-2021.5.30-py36h06a4308_0 + ld_impl_linux-64 anaconda/pkgs/main/linux-64::ld_impl_linux-64-2.38-h1181459_1 + libffi anaconda/pkgs/main/linux-64::libffi-3.3-he6710b0_2 + libgcc-ng anaconda/pkgs/main/linux-64::libgcc-ng-11.2.0-h1234567_1 + libgomp anaconda/pkgs/main/linux-64::libgomp-11.2.0-h1234567_1 + libstdcxx-ng anaconda/pkgs/main/linux-64::libstdcxx-ng-11.2.0-h1234567_1 + ncurses anaconda/pkgs/main/linux-64::ncurses-6.4-h6a678d5_0 + openssl anaconda/pkgs/main/linux-64::openssl-1.1.1w-h7f8727e_0 + pip anaconda/pkgs/main/linux-64::pip-21.2.2-py36h06a4308_0 + python anaconda/pkgs/main/linux-64::python-3.6.13-h12debd9_1 + readline anaconda/pkgs/main/linux-64::readline-8.2-h5eee18b_0 + setuptools anaconda/pkgs/main/linux-64::setuptools-58.0.4-py36h06a4308_0 + sqlite anaconda/pkgs/main/linux-64::sqlite-3.45.3-h5eee18b_0 + tk anaconda/pkgs/main/linux-64::tk-8.6.14-h39e8969_0 + wheel anaconda/pkgs/main/noarch::wheel-0.37.1-pyhd3eb1b0_0 + xz anaconda/pkgs/main/linux-64::xz-5.4.6-h5eee18b_1 + zlib anaconda/pkgs/main/linux-64::zlib-1.2.13-h5eee18b_1 + + +Proceed ([y]/n)? y + + +Downloading and Extracting Packages: + +Preparing transaction: done +Verifying transaction: done +Executing transaction: done +# +# To activate this environment, use +# +# $ conda activate torch-1.6 +# +# To deactivate an active environment, use +# +# $ conda deactivate ``` -### Install Pytorch 1.x +
+ +**激活环境** + +```bash +$ conda activate torch-1.6 +``` + +**安装Pytorch 1.6** + +```bash +$ conda install pytorch==1.6.0 torchvision==0.7.0 -c pytorch +``` + +
+安装的log + +```bash +$ conda install pytorch==1.6.0 torchvision==0.7.0 -c pytorch +Channels: + - pytorch + - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free + - defaults +Platform: linux-64 +Collecting package metadata (repodata.json): done +Solving environment: done + +## Package Plan ## + + environment location: /home/shenjianliang/anaconda3/envs/torch-1.6 + + added / updated specs: + - pytorch==1.6.0 + - torchvision==0.7.0 + + +The following packages will be downloaded: + + package | build + ---------------------------|----------------- + cudatoolkit-10.2.89 | hfd86e86_1 365.1 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + giflib-5.2.1 | h5eee18b_3 80 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + intel-openmp-2022.1.0 | h9e868ea_3769 4.5 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + libgfortran-ng-7.5.0 | ha8ba4b0_17 22 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + libgfortran4-7.5.0 | ha8ba4b0_17 995 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + libwebp-1.2.4 | h11a3e52_1 86 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + libwebp-base-1.2.4 | h5eee18b_1 376 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + mkl-2022.1.0 | hc2b9512_224 129.7 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + ninja-1.10.2 | h06a4308_5 8 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + ninja-base-1.10.2 | hd09550d_5 109 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + numpy-1.14.2 | py36hdbf6ddf_0 3.2 MB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + olefile-0.46 | pyhd3eb1b0_0 34 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + pillow-8.3.1 | py36h5aabda8_0 638 KB https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main + pytorch-1.6.0 |py3.6_cuda10.2.89_cudnn7.6.5_0 537.3 MB pytorch + torchvision-0.7.0 | py36_cu102 11.0 MB pytorch + ------------------------------------------------------------ + Total: 1.03 GB + +The following NEW packages will be INSTALLED: + + blas anaconda/pkgs/main/linux-64::blas-1.0-mkl + cudatoolkit anaconda/pkgs/main/linux-64::cudatoolkit-10.2.89-hfd86e86_1 + freetype anaconda/pkgs/main/linux-64::freetype-2.12.1-h4a9f257_0 + giflib anaconda/pkgs/main/linux-64::giflib-5.2.1-h5eee18b_3 + intel-openmp anaconda/pkgs/main/linux-64::intel-openmp-2022.1.0-h9e868ea_3769 + jpeg anaconda/pkgs/main/linux-64::jpeg-9e-h5eee18b_1 + lcms2 anaconda/pkgs/main/linux-64::lcms2-2.12-h3be6417_0 + lerc anaconda/pkgs/main/linux-64::lerc-3.0-h295c915_0 + libdeflate anaconda/pkgs/main/linux-64::libdeflate-1.17-h5eee18b_1 + libgfortran-ng anaconda/pkgs/main/linux-64::libgfortran-ng-7.5.0-ha8ba4b0_17 + libgfortran4 anaconda/pkgs/main/linux-64::libgfortran4-7.5.0-ha8ba4b0_17 + libpng anaconda/pkgs/main/linux-64::libpng-1.6.39-h5eee18b_0 + libtiff anaconda/pkgs/main/linux-64::libtiff-4.5.1-h6a678d5_0 + libwebp anaconda/pkgs/main/linux-64::libwebp-1.2.4-h11a3e52_1 + libwebp-base anaconda/pkgs/main/linux-64::libwebp-base-1.2.4-h5eee18b_1 + lz4-c anaconda/pkgs/main/linux-64::lz4-c-1.9.4-h6a678d5_1 + mkl anaconda/pkgs/main/linux-64::mkl-2022.1.0-hc2b9512_224 + ninja anaconda/pkgs/main/linux-64::ninja-1.10.2-h06a4308_5 + ninja-base anaconda/pkgs/main/linux-64::ninja-base-1.10.2-hd09550d_5 + numpy anaconda/pkgs/main/linux-64::numpy-1.14.2-py36hdbf6ddf_0 + olefile anaconda/pkgs/main/noarch::olefile-0.46-pyhd3eb1b0_0 + pillow anaconda/pkgs/main/linux-64::pillow-8.3.1-py36h5aabda8_0 + pytorch pytorch/linux-64::pytorch-1.6.0-py3.6_cuda10.2.89_cudnn7.6.5_0 + torchvision pytorch/linux-64::torchvision-0.7.0-py36_cu102 + zstd anaconda/pkgs/main/linux-64::zstd-1.5.5-hc292b87_2 + + +Proceed ([y]/n)? y + + +Downloading and Extracting Packages: + +Preparing transaction: done +Verifying transaction: done +Executing transaction: done +``` + +
+ +**Conda删除环境** ```bash -conda install pytorch==1.13.0 torchvision==0.14.0 torchaudio==0.13.0 cpuonly -c pytorch +# 退出当前环境 +$ conda deactivate + +# 列出当前env +$ conda env list +# conda environments: +# +base /home/shenjianliang/anaconda3 +torch-1.6 * /home/shenjianliang/anaconda3/envs/torch-1.6 + +# 删除 +$ conda env remove -p /home/shenjianliang/anaconda3/envs/torch-1.6 ``` -### Another way to install Pytorch without Anaconda +**不用Anaconda,使用python虚拟env** ```bash -sudo apt-get install python3-venv -python3.11 -m venv myenv -source myenv/bin/activate +$ sudo apt-get install python3-venv +$ python3.11 -m venv myenv +$ source myenv/bin/activate -pip install torch==1.13.0+cpu torchvision==0.14.0+cpu torchaudio==0.13.0 --extra-index-url https://download.pytorch.org/whl/cpu +$ pip install torch==1.13.0+cpu torchvision==0.14.0+cpu torchaudio==0.13.0 --extra-index-url https://download.pytorch.org/whl/cpu ``` -## Windows配置Pytorch GPU环境 +
+ +## 安装Pytorch 2.x环境(GPU版本) 在RTX4070S windows中配置WSL相关的AI环境,包括CUDA,PyTorch,Cudnn等 -### Cuda +
+点击此处查看步骤 -安装WSL/Docker/Nvidia: +**安装WSL/Docker/Nvidia:** [Windows 下让 Docker Desktop 关联上 NVidia GPU](https://blog.csdn.net/ndscvipuser/article/details/136610169) [如何查看wsl是wsl1还是wsl2](https://blog.csdn.net/dghcs18/article/details/134244426) [Nvidia WSL官方指引](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/install-guide.html) @@ -203,7 +399,7 @@ Cuda compilation tools, release 12.4, V12.4.131 Build cuda_12.4.r12.4/compiler.34097967_0 ``` -### Conda +**安装Conda** ```bash #创建环境 @@ -223,9 +419,7 @@ conda install pytorch torchvision torchaudio pytorch-cuda=12.1 -c pytorch-nightl conda activate torch-gpu ``` -### cuDNN - -下载安装方法:https://developer.nvidia.com/cudnn-downloads +**安装cuDNN:https://developer.nvidia.com/cudnn-downloads** ```bash wget https://developer.download.nvidia.com/compute/cudnn/9.2.0/local_installers/cudnn-local-repo-ubuntu2004-9.2.0_1.0-1_amd64.deb @@ -238,12 +432,57 @@ sudo apt-get -y install cudnn-cuda-12 cat /usr/include/cudnn_version.h | grep CUDNN_MAJOR -A 2 ``` +
+ +## VScode Pytorch Book 环境配置 + +
+点击此处查看步骤 + +```bash +git clone git@github.com:chenyuntc/pytorch-book.git +``` + +VScode安装插件 + +![](/img/post_pics/ai/torch-book-extension.png) + +Ctrl + P, Mac 应该是Command + P,输入`> Python`, 为python再次安装Jupyter扩展。 + +![](/img/post_pics/ai/torch-book-extension2.png) + +此时打开任意一个note可以看到代码变成可以执行的框了: + +![](/img/post_pics/ai/torch-book-load-python.png) + +但是会显示torch未导入,切换为conda安装的python环境,点击快速修复, 选择其他的Jupyter内核 + +![](/img/post_pics/ai/torch-book-load-python-2.png) + +选择python环境,找到conda路径下的python解释器 + +![](/img/post_pics/ai/torch-book-load-python-3.png) +![](/img/post_pics/ai/torch-book-load-python-4.png) + +完成后可以看到不报警告了 + +![](/img/post_pics/ai/torch-book-load-python-5.png) + +点击左侧运行,弹出要安装pykernel包,点击安装完成后,可以在右上角看到环境和python版本,也可以点击此处继续更换环境 + +![](/img/post_pics/ai/torch-book-load-python-6.png) + +
+ ## CNN卷积神经网络 ### FashionMNIST手写数字分类 Pytorch: [Quick Start](https://pytorch.org/tutorials/beginner/basics/quickstart_tutorial.html) +
+训练测试步骤 + 1. 下载数据集 2. 数据预处理等[Data Tutorial](https://pytorch.org/tutorials/beginner/basics/data_tutorial.html) 3. 定义model,类型、层、前向函数和损失计算函数,并传递至device,如CPU或者CUDA,[Build Model](https://pytorch.org/tutorials/beginner/basics/buildmodel_tutorial.html) @@ -331,4 +570,8 @@ with torch.no_grad():
+ + ### Cifar-10 + +参考 [**《深度学习框架PyTorch:入门与实战》代码**](https://github.com/chenyuntc/pytorch-book) 2.2.4 小试牛刀:CIFAR-10分类。 diff --git "a/source/_posts/CUDA\342\200\224\342\200\224C.md" "b/source/_posts/CUDA\342\200\224\342\200\224C.md" index 7e1dcc3..c0e4b52 100644 --- "a/source/_posts/CUDA\342\200\224\342\200\224C.md" +++ "b/source/_posts/CUDA\342\200\224\342\200\224C.md" @@ -8,7 +8,7 @@ tags: - GPU - CUDA categories: - - CUDA + - GPU --- 源码: @@ -89,6 +89,15 @@ categories: - [4.1 CUDA内存模型概述](#41-cuda内存模型概述) - [4.1.1 内存层次结构的优点](#411-内存层次结构的优点) - [4.1.2 CUDA内存模型](#412-cuda内存模型) + - [4.1.2.1 寄存器](#4121-寄存器) + - [4.1.2.2 本地内存](#4122-本地内存) + - [4.1.2.3 共享内存](#4123-共享内存) + - [4.1.2.4 常量内存](#4124-常量内存) + - [4.1.2.5 纹理内存](#4125-纹理内存) + - [4.1.2.6 全局内存](#4126-全局内存) + - [4.1.2.7 GPU缓存](#4127-gpu缓存) + - [4.1.2.8 CUDA变量声明总结](#4128-cuda变量声明总结) + - [4.1.2.9 静态全局内存](#4129-静态全局内存) - [4.2 内存管理](#42-内存管理) - [4.2.1 内存分配和释放](#421-内存分配和释放) - [4.2.2 内存传输](#422-内存传输) @@ -99,12 +108,23 @@ categories: - [4.3 内存访问模式](#43-内存访问模式) - [4.3.1 对齐与合并访问](#431-对齐与合并访问) - [4.3.2 全局内存读取](#432-全局内存读取) + - [4.3.2.1 缓存加载](#4321-缓存加载) + - [4.3.2.2 没有缓存的加载](#4322-没有缓存的加载) + - [4.3.2.3 非对齐读取的示例](#4323-非对齐读取的示例) + - [4.3.2.4 只读缓存](#4324-只读缓存) - [4.3.3 全局内存写入](#433-全局内存写入) - [4.3.4 结构体数组与数组结构体](#434-结构体数组与数组结构体) - [4.3.5 性能调整](#435-性能调整) + - [4.3.5.1 展开技术](#4351-展开技术) + - [4.3.5.2 增大并行性](#4352-增大并行性) - [4.4 核函数可达到的带宽](#44-核函数可达到的带宽) - [4.4.1 内存带宽](#441-内存带宽) - [4.4.2 矩阵转置问题](#442-矩阵转置问题) + - [4.4.2.1 为转置核函数设置性能的上限和下限](#4421-为转置核函数设置性能的上限和下限) + - [4.4.2.2 朴素转置:读取行与读取列](#4422-朴素转置读取行与读取列) + - [4.4.2.3 展开转置:读取行与读取列](#4423-展开转置读取行与读取列) + - [4.4.2.4 对角转置:读取行与读取列](#4424-对角转置读取行与读取列) + - [4.4.2.5 使用瘦块来增加并行性](#4425-使用瘦块来增加并行性) - [4.5 使用统一内存的矩阵加法](#45-使用统一内存的矩阵加法) - [4.6 总结](#46-总结) - [第5章 共享内存和常量内存](#第5章-共享内存和常量内存) diff --git "a/source/_posts/CUDA\342\200\224\342\200\224CUDA\345\271\266\350\241\214\347\250\213\345\272\217\350\256\276\350\256\241.md" "b/source/_posts/CUDA\342\200\224\342\200\224CUDA\345\271\266\350\241\214\347\250\213\345\272\217\350\256\276\350\256\241.md" index 2b873ac..33fe52e 100644 --- "a/source/_posts/CUDA\342\200\224\342\200\224CUDA\345\271\266\350\241\214\347\250\213\345\272\217\350\256\276\350\256\241.md" +++ "b/source/_posts/CUDA\342\200\224\342\200\224CUDA\345\271\266\350\241\214\347\250\213\345\272\217\350\256\276\350\256\241.md" @@ -8,7 +8,7 @@ tags: - GPU - CUDA categories: - - CUDA + - GPU --- ## 目录 diff --git a/themes/fluid/source/img/post_pics/ai/conda.png b/themes/fluid/source/img/post_pics/ai/conda.png new file mode 100644 index 0000000000000000000000000000000000000000..87387694906d5981918840e7f7f3f1f3bed307e1 GIT binary patch literal 30172 zcmeFYcT|(zw=RmG1r-rHKS96-N>{4XfT&3CT>?rCT_CiOL_xs@s5Aj-QbG?UbVx*0 zlmMZ(Kmt+|Iw7HiBq#9w_TFcoaqd0$kG=2RXWYXWK;D&iylbv9=R4=~JnOZwp*Ht% zzT+Gm9Nan&@0oIN9317~_$%h<5q1l4;cOH8-+=&A?YkUhU6)Agi$iXj2AUik6>(g< 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