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【文档书籍】 Machine Learning with PyTorch and Scikit-Learn

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Machine Learning with Pytorch and Scikit-Learn by Sebastian Raschka, Yuxi (Hayden) Liu, Dmytro Dzhulgakov.epub 63.8 MB
Machine Learning With PyTorch and Scikit-Learn by Sebastian Raschka, Yuxi (Hayden) Liu, Dr. Vahid Mirjalili.pdf 30.7 MB

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【文档书籍】 Generative AI with Python and PyTorch.pdf

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Generative AI with Python and PyTorch.pdf 82.6 MB

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【文档书籍】 Babcock J. Generative AI with Python and PyTorch...2ed 2025

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Babcock J. Generative AI with Python and PyTorch...2ed 2025.pdf 82.6 MB
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deep-learning-with-pytorch-dlwpt-code_-_2019-10-20_06-43-33.bundle 169.8 MB
cover.jpg 168.9 kB
github.com-deep-learning-with-pytorch-dlwpt-code_-_2019-10-20_06-43-33_meta.sqlite 14.3 kB
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【文档书籍】 Machine Learning with PyTorch and Scikit-Learn

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Machine Learning with Pytorch and Scikit-Learn by Sebastian Raschka, Yuxi (Hayden) Liu, Dmytro Dzhulgakov.epub 63.8 MB
Machine Learning With PyTorch and Scikit-Learn by Sebastian Raschka, Yuxi (Hayden) Liu, Dr. Vahid Mirjalili.pdf 30.7 MB

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【压缩文件】 [ FreeCourseWeb.com ] PluralSight - Deploying PyTorch Models in Production- PyTorch Playbook.zip

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[ FreeCourseWeb.com ] PluralSight - Deploying PyTorch Models in Production- PyTorch Playbook.zip 201.2 MB

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【影视】 PyTorch for Deep Learning

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lesson252.mp4 144.4 MB
lesson1.mp4 137.5 MB
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【影视】 [ CourseHulu.com ] Linkedin - Natural Language Processing with PyTorch

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~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/01 - Preprocessing text dataset.mp4 22.5 MB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/02 - Building a simple CNN model.mp4 20.6 MB
~Get Your Files Here !/03 - 2. PyTorch Basics/02 - PyTorch tensor.mp4 14.9 MB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/05 - Solution Training process.mp4 13.2 MB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/03 - Train and evaluate functions.mp4 11.7 MB
~Get Your Files Here !/02 - 1. NLP with Deep Learning Introduction/02 - Introducing deep learning.mp4 8.9 MB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/04 - Challenge Training process.mp4 7.4 MB
~Get Your Files Here !/01 - Introduction/01 - Welcome.mp4 5.7 MB
~Get Your Files Here !/02 - 1. NLP with Deep Learning Introduction/01 - Popular topics in NLP.mp4 5.0 MB
~Get Your Files Here !/03 - 2. PyTorch Basics/01 - Why PyTorch.mp4 4.4 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4 3.2 MB
~Get Your Files Here !/05 - Conclusion/01 - Keep learning and connect.mp4 1.9 MB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/03-05.ipynb 15.6 kB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/03-04.ipynb 12.3 kB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/01 - Preprocessing text dataset.srt 12.1 kB
~Get Your Files Here !/04 - 3. Guided Project CNN Text Classification with PyTorch/02 - Building a simple CNN model.srt 8.1 kB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/03-01b.ipynb 6.4 kB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/03-01e.ipynb 6.3 kB
~Get Your Files Here !/Ex_Files_Natural_Language_Processing_with_PyTorch/Exercise Files/02-02e.ipynb 6.2 kB
~Get Your Files Here !/03 - 2. PyTorch Basics/02 - PyTorch tensor.srt 6.1 kB

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【影视】 [ DevCourseWeb.com ] Udemy - Deep Learning with Tensorflow and Pytorch (Tutorial Ongoing)

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~Get Your Files Here !/3. MNIST Example with Tensorflow/10. Pytorch MNIST Code Walk Through.mp4 160.1 MB
~Get Your Files Here !/1. Introduction/7. Convolutional Neural Network.mp4 152.1 MB
~Get Your Files Here !/3. MNIST Example with Tensorflow/2. MNIST Tensorflow- example code walk through.mp4 125.4 MB
~Get Your Files Here !/1. Introduction/4. Machine Learning quick overview.mp4 105.0 MB
~Get Your Files Here !/3. MNIST Example with Tensorflow/3. MNIST Tensorflow- running in machine.mp4 100.5 MB
~Get Your Files Here !/1. Introduction/8. Deep Learning Fundamentals.mp4 88.3 MB
~Get Your Files Here !/1. Introduction/6. BackPropagation.mp4 87.2 MB
~Get Your Files Here !/2. Tensorflow and Pytorch Basics/3. Install Tensorflow - Hands-on.mp4 82.1 MB
~Get Your Files Here !/3. MNIST Example with Tensorflow/6. Loss Functions Classification-Cross Entropy-Sigmoid and Softmax.mp4 64.5 MB
~Get Your Files Here !/3. MNIST Example with Tensorflow/8. Optimizers-GD, SGD, Adagrad, Adam.mp4 60.5 MB
~Get Your Files Here !/3. MNIST Example with Tensorflow/9. Callback Functions-Checkpoint, Learning Rate Scheduler.mp4 60.4 MB
~Get Your Files Here !/1. Introduction/5. Artifical Neural Network or ANN.mp4 48.0 MB
~Get Your Files Here !/3. MNIST Example with Tensorflow/4. Data preparation, Datagenerator and Model.mp4 39.8 MB
~Get Your Files Here !/3. MNIST Example with Tensorflow/5. Loss Functions Regression- MAE, MSE.mp4 27.6 MB
~Get Your Files Here !/3. MNIST Example with Tensorflow/1. MNIST Introduction.mp4 26.5 MB
~Get Your Files Here !/2. Tensorflow and Pytorch Basics/4. Install Pytorch - Hands-on- Part 1.mp4 23.4 MB
~Get Your Files Here !/1. Introduction/3. Difference between Artificial Intelligence, Machine Learning and Deep Learning.mp4 21.7 MB
~Get Your Files Here !/1. Introduction/2. Quick Demo of whisper+gradio speech to text conversion!.mp4 17.2 MB
~Get Your Files Here !/2. Tensorflow and Pytorch Basics/5. Install Pytorch - Hands-on- Part 2.mp4 14.2 MB
~Get Your Files Here !/2. Tensorflow and Pytorch Basics/2. Install Tensorflow and Pytorch- Steps.mp4 11.9 MB

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【文档书籍】 Xiao C. Mastering Computer Vision with PyTorch and Machine Learning 2024

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Xiao C. Mastering Computer Vision with PyTorch and Machine Learning 2024.pdf 67.9 MB
Supplementary.zip 26.7 MB

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【影视】 [ DevCourseWeb.com ] Udemy - Generative Adversarial Network (GAN) from scratch PyTorch

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~Get Your Files Here !/6. CycleGAN from Scratch with PyTorch/1. CycleGAN from Scratch with PyTorch.mp4 835.4 MB
~Get Your Files Here !/9. WGAN with Gradient_Penalty from Scratch with PyTorch/2. Full Implementation WGAN with Gradient_Penalty from Scratch with PyTorch.mp4 555.0 MB
~Get Your Files Here !/3. DCGAN from Scratch with TensorFlow - Generate fake Faces from CelebA Dataset/2. 2-Full Implementations - DCGAN from Scratch With TensforFlow CelebA_Dataset.mp4 492.5 MB
~Get Your Files Here !/2. BiCycleGAN from Scratch with PyTorch/2. Full Implementation - BiCycleGAN from Scratch with PyTorch.mp4 478.5 MB
~Get Your Files Here !/4. DCGAN From Scratch with PyTorch/1. DCGAN From Scratch with PyTorch.mp4 335.8 MB
~Get Your Files Here !/1. Conditional GAN From Scratch with PyTorch/2. Full Implementation - Conditional GAN From Scratch with PyTorch.mp4 326.4 MB
~Get Your Files Here !/5. CycleGAN Paper Architecture Explanations/1. CycleGAN Paper Architecture Explanations.mp4 309.2 MB
~Get Your Files Here !/3. DCGAN from Scratch with TensorFlow - Generate fake Faces from CelebA Dataset/3. 3 Conv2dTranspose Explanations for DCGAN's Generator Function Filter-Kernel_Size.mp4 279.0 MB
~Get Your Files Here !/8. WGAN Without Gradient Penalty from Scratch with PyTorch/1. WGAN Without Gradient Penalty from Scratch with PyTorch.mp4 250.2 MB
~Get Your Files Here !/7. WGAN Architecture Paper Explanation/1. WGAN Architecture Paper Explanation.mp4 123.1 MB
~Get Your Files Here !/3. DCGAN from Scratch with TensorFlow - Generate fake Faces from CelebA Dataset/1. 1-Introduction DCGAN with TensorFlow.mp4 27.0 MB
~Get Your Files Here !/9. WGAN with Gradient_Penalty from Scratch with PyTorch/1. Introduction WGAN with Gradient_Penalty from Scratch with PyTorch.mp4 10.7 MB
~Get Your Files Here !/1. Conditional GAN From Scratch with PyTorch/1. Conditional GAN Introduction - from Scratch with PyTorch.mp4 5.1 MB
~Get Your Files Here !/2. BiCycleGAN from Scratch with PyTorch/1. Introduction BiCycleGAN from Scratch with PyTorch.mp4 4.0 MB
~Get Your Files Here !/6. CycleGAN from Scratch with PyTorch/1.1 CycleGAN_From_Scratch_PyTorch_FINAL_Entire_NB.ipynb 2.0 MB
~Get Your Files Here !/9. WGAN with Gradient_Penalty from Scratch with PyTorch/SOURCE-CODE-ALL-FILES/CODE_CycleGAN_From_Scratch_PyTorch/CycleGAN_From_Scratch_PyTorch_FINAL_Entire_NB.ipynb 2.0 MB
~Get Your Files Here !/3. DCGAN from Scratch with TensorFlow - Generate fake Faces from CelebA Dataset/2.1 DCGAN_with_Tensorflow_Keras_Celeb_A_Dataset.ipynb 177.3 kB
~Get Your Files Here !/9. WGAN with Gradient_Penalty from Scratch with PyTorch/SOURCE-CODE-ALL-FILES/CODE-DCGAN from Scratch with TensorFlow - Generate fake Faces from CelebA Dataset/DCGAN_with_Tensorflow_Keras_Celeb_A_Dataset.ipynb 177.3 kB
~Get Your Files Here !/6. CycleGAN from Scratch with PyTorch/1. CycleGAN from Scratch with PyTorch.srt 137.3 kB
~Get Your Files Here !/9. WGAN with Gradient_Penalty from Scratch with PyTorch/2. Full Implementation WGAN with Gradient_Penalty from Scratch with PyTorch.srt 103.4 kB

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【文档书籍】 Рашка С., Лю Ю. (Хэйден), Мирджалили В. - Машинное обучение с PyTorch и Scikit-Learn (Взгляд экспертов) - 2023.pdf

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Рашка С., Лю Ю. (Хэйден), Мирджалили В. - Машинное обучение с PyTorch и Scikit-Learn (Взгляд экспертов) - 2023.pdf 89.7 MB

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【压缩文件】 Ayyadevara K. Modern Computer Vision with PyTorch...fundamentals...2ed 2024

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Code.zip 155.0 MB
Ayyadevara K. Modern Computer Vision with PyTorch...fundamentals...2ed 2024.pdf 78.6 MB
ColorImages.pdf 31.1 MB
Readme.txt 957 Bytes

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【文档书籍】 Рашка С., Юси (Хэйден) Лю, Мирджалили В. - Машинное обучение с PyTorch и Scikit-Leam - 2024.pdf

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Рашка С., Юси (Хэйден) Лю, Мирджалили В. - Машинное обучение с PyTorch и Scikit-Leam - 2024.pdf 89.7 MB

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【压缩文件】 Pytorch for Deep Learning and Computer Vision

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Pytorch for Deep Learning and Computer Vision.zip 746.1 MB
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【压缩文件】 Modern Computer Vision PyTorch, Tensorflow2 Keras and OpenCV4__2022-02udemy

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02 Download Code and Setup Colab/1 Modern Computer Vision__2022-02-25.7z 120.8 MB
16 Visualizing What CNN's Learn/6 Filter and Class Maximization.mkv 3.4 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/2 Loading Pre-Trained Networks in PyTorch (ResNets, DenseNets, MobileNET, VGG19).mkv 3.2 MB
09 OpenCV Projects/06 Neural Style Transfer with OpenCV.mkv 2.9 MB
26 Face Recognition (Age, Gender, Emotion and Ethnicity) with Deep Learning/5 DeepFace - Age, Gender, Emotion, Ethnicity and Face Recognition.mkv 2.7 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/1 Implementing LeNet and AlexNet in Keras.mkv 2.7 MB
04 OpenCV - Image Segmentation/2 Moments, Sorting, Approximating and Matching Contours.mkv 2.7 MB
22 Google DeepStream and Neural Style Transfer/5 Neural Style Transfer in Keras.mkv 2.7 MB
21 Transfer Learning and Fine Tuning/4 Keras Feature Extraction.mkv 2.5 MB
04 OpenCV - Image Segmentation/1 Contours - Drawing, Hierarchy and Modes.mkv 2.4 MB
09 OpenCV Projects/03 OCR with PyTesseract and EasyOCR (Text Detection).mkv 2.4 MB
29 Gun Detector - Scaled-YOLOv4/1 Gun Detector - Scaled-YOLOv4.mkv 2.4 MB
18 Building and Loading Advanced CNN Archiectures and Rank-N Accuracy/3 Loading Pre-Trained Networks in Keras (ResNets, DenseNets, MobileNET, VGG19).mkv 2.4 MB
19 Using Callbacks in Keras and PyTorch/2 Cats vs Dogs Classifier Using Callbacks in PyTorch.mkv 2.3 MB
24 Generative Adversarial Networks (GANs)/5 Keras DCGAN with MNIST.mkv 2.2 MB
03 OpenCV - Image Operations/01 Getting Started with OpenCV4.mkv 2.2 MB
19 Using Callbacks in Keras and PyTorch/3 Cats vs Dogs Classifier Using Callbacks in Keras.mkv 2.2 MB
21 Transfer Learning and Fine Tuning/5 PyTorch Fine Tuning.mkv 2.2 MB
03 OpenCV - Image Operations/09 Thresholding, Binarization and Adaptive Thresholding.mkv 2.2 MB
16 Visualizing What CNN's Learn/3 Keras Filter Visualization and Activations.mkv 2.1 MB

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【压缩文件】 [FreeCourseSite.com] Udemy - PyTorch Deep Learning and Artificial Intelligence

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[FreeCourseSite.com] Udemy - PyTorch Deep Learning and Artificial Intelligence.part1.rar 4.3 GB
[FreeCourseSite.com] Udemy - PyTorch Deep Learning and Artificial Intelligence.part2.rar 796.9 MB

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【影视】 [CourseClub.Me] ZeroToMastery - PyTorch for Deep Learning

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lesson187.mp4 125.5 MB
lesson289.mp4 121.1 MB
lesson116.mp4 120.0 MB
lesson260.mp4 110.0 MB
lesson232.mp4 108.9 MB
lesson169.mp4 103.3 MB
lesson239.mp4 102.9 MB
lesson117.mp4 99.9 MB
lesson217.mp4 97.7 MB
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lesson170.mp4 95.9 MB
lesson182.mp4 94.8 MB
lesson305.mp4 93.8 MB
lesson125.mp4 93.1 MB
lesson142.mp4 90.9 MB
lesson233.mp4 86.5 MB
lesson236.mp4 85.7 MB
lesson254.mp4 84.1 MB
lesson308.mp4 82.6 MB
lesson234.mp4 82.5 MB

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【压缩文件】 Getting Started with NLP Deep Learning Using PyTorch and fastai (Gianni Rosa Gallina, 2019)

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exercise.7z 663.6 MB
4. Building a TextTopic Classifier with Transfer Learning/2. Preparing the Data.mp4 26.2 MB
3. Setting up a Development Environment/2. Set up a Dev Environment for fastai 1.0.mp4 23.9 MB
4. Building a TextTopic Classifier with Transfer Learning/6. Training a Document Classifier with Transfer Learning.mp4 19.1 MB
4. Building a TextTopic Classifier with Transfer Learning/3. Introduction to Language Models.mp4 17.9 MB
4. Building a TextTopic Classifier with Transfer Learning/7. Discussing the Results and Summary.mp4 15.3 MB
4. Building a TextTopic Classifier with Transfer Learning/5. Finalizing Language Model Tuning and Testing.mp4 13.4 MB
4. Building a TextTopic Classifier with Transfer Learning/4. Language Model Fine-tuning.mp4 13.0 MB
6. Going from Prototype to Production/1. Introduction and Dev Environment Setup.mp4 11.6 MB
5. Using Deep Learning for NLP/10. Batch Data Loading.mp4 10.9 MB
7. Building a Custom Language Model from Scratch/2. Getting the Data.mp4 10.7 MB
6. Going from Prototype to Production/7. Deploy the Production Image.mp4 10.3 MB
4. Building a TextTopic Classifier with Transfer Learning/1. Module Overview.mp4 10.1 MB
6. Going from Prototype to Production/3. Scoring Script for Local Test.mp4 9.9 MB
7. Building a Custom Language Model from Scratch/3. Text Pre-processing.mp4 9.3 MB
5. Using Deep Learning for NLP/03. Introduction to ULMFiT.mp4 9.1 MB
5. Using Deep Learning for NLP/09. Text Pre-processing.mp4 8.3 MB
3. Setting up a Development Environment/3. Other Dev Environment Options.mp4 6.7 MB
5. Using Deep Learning for NLP/06. AWD-LSTM Language Model.mp4 6.3 MB
2. Exploring the fastai Library/2. Introducing the fastai Library.mp4 6.0 MB

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【影视】 Linkedin - PyTorch Essential Training Deep Learning

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03 - Working with Classes and Tensors/01 - Classes.mp4 51.3 MB
04 - Working with Loss, Autograd, and Optimizers/01 - Loss.mp4 43.4 MB
02 - Fashion MNIST and Neural Networks/01 - Working with the Fashion MNIST dataset.mp4 34.8 MB
05 - Troubleshooting and CPUGPU Usage/02 - CPU to GPU.mp4 15.5 MB
06 - Conclusion/01 - Future project ideas.mp4 15.1 MB
05 - Troubleshooting and CPUGPU Usage/01 - Troubleshooting.mp4 12.0 MB
04 - Working with Loss, Autograd, and Optimizers/02 - Autograd.mp4 11.3 MB
02 - Fashion MNIST and Neural Networks/02 - Neural network intuition.mp4 11.1 MB
04 - Working with Loss, Autograd, and Optimizers/05 - Using optimizers.mp4 10.5 MB
01 - Introduction/01 - Welcome.mp4 9.9 MB
04 - Working with Loss, Autograd, and Optimizers/03 - Autograd with tensors.mp4 9.4 MB
05 - Troubleshooting and CPUGPU Usage/03 - Validation.mp4 8.1 MB
03 - Working with Classes and Tensors/02 - Tensors.mp4 7.6 MB
03 - Working with Classes and Tensors/03 - Training the network.mp4 5.9 MB
01 - Introduction/02 - What you should know before watching this course.mp4 4.0 MB
04 - Working with Loss, Autograd, and Optimizers/04 - Optimizers.mp4 3.0 MB
05 - Troubleshooting and CPUGPU Usage/02 - CPU to GPU.srt 9.3 kB
02 - Fashion MNIST and Neural Networks/02 - Neural network intuition.srt 9.1 kB
04 - Working with Loss, Autograd, and Optimizers/01 - Loss.srt 8.5 kB
05 - Troubleshooting and CPUGPU Usage/01 - Troubleshooting.srt 7.8 kB

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