Tag: ffmpeg

Bug in element-wise multiplication of `torch.sparse_csr_tensor`s on GPU – 0’s in result considered significant

🐛 Describe the bug Problem:The problem occurs when using the PyTorch version 2.1.1. The result of element-wise multiplication between two torch.sparse_csr_tensors consider 0s as significant values and retain them in their sparse form. This is not the expected behavior. Moreover, this bug occurs only when the operation is run on…

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Doing cheap PyTorch inference with Modal.com

(Disclaimer: This is not a paid endorsement and I have no affiliation with Modal Labs) A startup recently asked me to help them design an infrastructure where they can: run pretrained PyTorch model on some inputs, such that the execution happens after some customer actions, but shouldn’t last more than…

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Intel updates HPC processor roadmap

Intel kicked off the Supercomputing 2023 conference with a series of high performance computing (HPC) announcements, including a new Xeon line and Gaudi AI processor. Intel will ship its fifth-generation Xeon Scalable Processor, codenamed Emerald Rapids, to OEM partners on December 14. Emerald Rapids features a maximum core count of…

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Intel 5th Gen Emerald Rapids 64-Core & Granite Rapids Xeon CPUs Performance Unveiled

Intel has unveiled the latest performance and internal projections of its upcoming 5th Gen Emerald Rapids & next-gen Granite Rapids Xeon CPUs. Intel 5th Gen Emerald Rapids Xeon 64-Core CPU Offers Up To 40% Better Performance Than 56-Core Sapphire Rapids Talking about its Xeon CPUs during SC23, Intel unveiled new…

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New Library Updates in PyTorch 2.1

by Team PyTorch Summary We are bringing a number of improvements to the current PyTorch libraries, alongside the PyTorch 2.1 release. These updates demonstrate our focus on developing common and extensible APIs across all domains to make it easier for our community to build ecosystem projects on PyTorch.  Along with…

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Server Crashing: Epyc 7402P with Nvidia Tesla A100s Ubuntu 20.04 – Hardware

Swamp7 September 13, 2023, 3:35pm #1 Seeing if someone could give me some guidance on troubleshooting a new AL/DL Epyc 7402P server with Dual Nvidia Tesla A100 40GB GPUs. This is my first Epyc server (moving from Xeon E5-2680 v3s…I know very old but they work for GPU servers very…

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Building Pytorch – Missing Symbols – deployment

Cyberes September 7, 2023, 6:09am 1 I’m working on compiling PyTorch in my Dockerfile and running into a strange issue where the compiled libtorch.so only contains 4 symbols: ~ $ nm -D /opt/conda/lib/python3.9/site-packages/torch/lib/libtorch.so w _ITM_deregisterTMCloneTable w _ITM_registerTMCloneTable w __cxa_finalize w __gmon_start__ Compare that to the libtorch.so from pip: U __cxa_allocate_exception…

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AI Software Solutions Engineer at Intel

Job Description Intel Datacenter and AI Group focuses on developing disruptive solutions that will shape the future of AI and Deep Learning computing. Led by top technologists and successful entrepreneurs, our vision is to take AI processing from its current limits to the peak of its potential. We see challenges…

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Accepted pytorch-vision 0.15.2-1 (source) into unstable

—–BEGIN PGP SIGNED MESSAGE—– Hash: SHA512 Format: 1.8 Date: Tue, 05 Sep 2023 21:21:48 -0400 Source: pytorch-vision Architecture: source Version: 0.15.2-1 Distribution: unstable Urgency: medium Maintainer: Debian Deep Learning Team <debian…@lists.debian.org> Changed-By: Mo Zhou <lu…@debian.org> Changes: pytorch-vision (0.15.2-1) unstable; urgency=medium . * New upstream version 0.15.2 (Compatible w/ PyTorch 2.0.1)…

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FTBFS with ffmpeg 6.0” : Bugs : pytorch-vision package : Ubuntu

pytorch-vision FTBFS with ffmpeg 6.0: “`/<<PKGBUILDDIR>>/torchvision/csrc/io/decoder/stream.cpp: In member function ‘int ffmpeg::Stream::openCodec(std::vector<ffmpeg::DecoderMetadata>*, int)’:/<<PKGBUILDDIR>>/torchvision/csrc/io/decoder/stream.cpp:68:42: error: ‘AV_CODEC_CAP_INTRA_ONLY’ was not declared in this scope; did you mean ‘AV_CODEC_PROP_INTRA_ONLY’?   68 | if (codecCtx_->codec->capabilities & AV_CODEC_CAP_INTRA_ONLY) {      | ^~~~~~~~~~~~~~~~~~~~~~~      | AV_CODEC_PROP_INTRA_ONLY“` Full log: launchpadlibrarian.net/683921978/buildlog_ubuntu-mantic-amd64.pytorch-vision_0.14.1-2build1_BUILDING.txt.gz Read more here: Source link

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gladiaio-torchaudio 2.1.0a0 on PyPI – Libraries.io

The aim of torchaudio is to apply PyTorch to the audio domain. By supporting PyTorch, torchaudio follows the same philosophy of providing strong GPU acceleration, having a focus on trainable features through the autograd system, and having consistent style (tensor names and dimension names). Therefore, it is primarily a machine…

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Fails to build binary packages again after successful build

Source: lammps Version: 20220106.git7586adbb6a+ds1-2 Severity: minor Tags: trixie sid ftbfs User: lu…@debian.org Usertags: ftbfs-binary-20230816 ftbfs-binary-after-build User: debi…@lists.debian.org Usertags: qa-doublebuild Hi, This package fails to do build a binary-only build (not source) after a successful build (dpkg-buildpackage ; dpkg-buildpackage -b). This is probably a clear violation of Debian Policy section 4.9 (clean…

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What is Whisper AI and How to Use It? A Complete Guide

In the digital age, where information is king, the ability to accurately transcribe speech into text is a game-changer. Whether you’re a content creator, a business professional, or an academic researcher, the benefits of reliable transcription cannot be overstated. Enter OpenAI’s Whisper AI, a state-of-the-art automatic speech recognition (ASR) system…

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main-amd64-default][science/lammps] Failed for lammps-2022.06.23.1_7 in build

You are receiving this mail as a port that you maintain is failing to build on the FreeBSD package build server. Please investigate the failure and submit a PR to fix build. Maintainer: y…@freebsd.org Log URL: pkg-status.freebsd.org/beefy18/data/main-amd64-default/p8fb94260154e_s510fd83138/logs/lammps-2022.06.23.1_7.log Build URL: pkg-status.freebsd.org/beefy18/build.html?mastername=main-amd64-default&build=p8fb94260154e_s510fd83138 Log: =>> Building science/lammps build started at Fri Jul 14…

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Install PyTorch GPU on Windows 2023

PyTorch is an open source machine learning framework originally from Meta AI. You follow Install TensorFlow GPU on Windows to install Nvidia driver, CUDA and Anaconda first. Then you follow this guide to install PyTorch GPU on Windows. Table of Content Create virtual environment for TyPorch Install PyTorch 2.0 Change…

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How to install torch, onnxruntimegpu,cuda,opencv ……. (use GPU) on jetson NX jetpack502. I need tutorial . Thanks – Jetson Xavier NX

Thanks. I follow the instructions forums.developer.nvidia.com/t/pytorch-for-jetson import torchtorch.version‘1.13.0a0+d0d6b1f2.nv22.09’torch.cuda.is_available()True But when i installed torchvision :sudo apt-get install libjpeg-dev zlib1g-dev libpython3-dev libopenblas-dev libavcodec-dev libavformat-dev libswscale-devgit clone –branch v0.13.0 GitHub – pytorch/vision: Datasets, Transforms and Models specific to Computer Vision torchvisioncd torchvisionexport BUILD_VERSION=0.13.0 python3 setup.py install –user =====> [Building wheel torchvision-0.13.0PNG found: Truelibpng…

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How to run detectron2, as python embedded code in C++, on GPU?

I want to run detectron2 prediction as a Python Code embedded in a WebRTC C++ code. I am using webrtc-streamer as a C++ server in which I want to embed detectron2 Python code to call a prediction function. Everything works fine when I run the executable of webrtc-streamer and call…

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Optimized PyTorch 2.0 inference with AWS Graviton processors

New generations of CPUs offer a significant performance improvement in machine learning (ML) inference due to specialized built-in instructions. Combined with their flexibility, high speed of development, and low operating cost, these general-purpose processors offer an alternative to other existing hardware solutions. AWS, Arm, Meta and others helped optimize the…

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Not able to install older pytorch version – vision

Hi, I am getting some conflicts when I am trying to install some older version of pytorch. Using the command “conda install pytorch==1.8.0 torchvision==0.9.0 torchaudio==0.8.0 cudatoolkit=10.2 -c pytorch”. Also in the end pytorch is not getting installed. Below is what is printed on the terminal after running the above command….

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LAMMPS produce memory error with ReaxFF and OpenMP – LAMMPS Development

jhill April 19, 2023, 2:00pm 1 When I try to run attached LAMMPS input with:lmp -sf omp -pk omp 12 -in input.datI get a segmentation fault (LAMMPS 28Mar2023). Without OpenMP or on a GPU the calculation runs. There is nothing attached to your message. Please try the KOKKOS package instead…

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PyTorch 1.10.0-foss-2021a (for BlueBEAR, BEARCloud VMs, and CaStLeS VMs)

PyTorch 1.10.0-foss-2021a There is a newer version of PyTorch PyTorch provides tensor computation with strong GPU acceleration and deep neural networks built on a tape-based autograd system. Accessing PyTorch 1.10.0-foss-2021a To load the module for PyTorch 1.10.0-foss-2021a please use this command on the BEAR systems (BlueBEAR, BEARCloud VMs, and CaStLeS…

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Pytorch failed after opencv installation – Python

dongho March 11, 2023, 8:11am 1 My python system is anaconda on ubuntu 22.04. If I install pytorch after installing opencv, pytorch cuda stops working. torch.cuda.is_available()False Pytorch worked well before I installed opencv. If I install opencv after installing pytorch, it takes so much time than usual. Sometimes it returns…

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Installing lammps on Linux with packages – LAMMPS Installation

Dear lammps users, I wanna install LAMMPS (stable release 2022) on Linux and install some packages like GPU and KSPACE. I have tried two different approaches.In the traditional method, I ran these lines in terminalmake yes-GPUI installed the packages that I wanted.then I run, make mpi, but I get this…

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Accepted pytorch-audio 0.13.1-1 (source) into unstable

—–BEGIN PGP SIGNED MESSAGE—– Hash: SHA256 Format: 1.8 Date: Fri, 10 Feb 2023 03:05:28 +0800 Source: pytorch-audio Architecture: source Version: 0.13.1-1 Distribution: unstable Urgency: medium Maintainer: Debian Deep Learning Team <debian…@lists.debian.org> Changed-By: Aron Xu <a…@debian.org> Closes: 990627 1008922 Changes: pytorch-audio (0.13.1-1) unstable; urgency=medium . [ Mo Zhou ] * New…

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sagemath package currently absent from bookworm

Successfully built Sagemath 9.6 on Bookworm (“apt dist-upgrade”-ed as of 25 January 2023) using the following script. (It seems to have partially built 9.7, and that build might be fixable by an interested someone.) The important piece seems to be ./configure –without-system-gcc –without-system-pari –without-system-singular to avoid the version conflicts reported…

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Universal LAMMPS binaries for Linux – LAMMPS Installation

Dear LAMMPS Users, Today I would like to draw your attention to an experiment that may help people to get started with LAMMPS faster and lower the barrier to test your inputs with the latest LAMMPS versions before reporting a bug. Most people will need to compile LAMMPS themselves from…

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