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Questions tagged [amd-rocm]

The ROCm Platform brings a rich foundation to advanced computing by integrating the CPU and GPU with the goal of solving real-world problems. This software enables the high-performance operation of AMD GPUs for computationally-oriented tasks in the Linux operating system.

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Failed to install ROCm on Ubuntu 20.04

I would like to set up AMD Radeon for Deep Learning on Ubuntu. The main libraries for my work are keras and pytorch. I followed strictly on ROCm installation guideline here but failed at the 3rd step with the command sudo apt install rocm-dkms. …
Ratchainant Thammasudjarit
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What is HIP and why can’t you run it on the ryzen 3400g?

I am interested in running deep learning code on my Ryzen 3400g system. Online I saw: I trying to use Vega 11 on my Ryzen 3400G, I'm aware that I cannot run HIP, but I possibly could run opencl on this APU, my first step is to import tensorflow,…
Simd
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AMD ROCm with Pytorch on Navi10 (RX 5700 / RX 5700 XT)

I am one of those miserable creatures who own a AMD GPU(RX 5700, Navi10). I want to use up-to-date PyTorch libraries to do some Deep Learning on my local machine and stop using cloud instances. I saw all over the internet that AMD is promising…
makesense
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How to make AMD GPU available by WSL for use with DALL-E Playground AI Sever

I'm trying to run and deploy the Dalle Playground on my local machine using an AMD GPU, I'm on Windows 11 with a WSL instance running. Link to Dalle Playground repo System OS: Windows 11 Pro - Version 21H1 - OS Build 22000.675 WSL Version: WSL 2…
Joel Gray
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Pytorch "hipErrorNoBinaryForGpu: Unable to find code object for all current devices!"

SYSTEM: Ryzen 5800x, rx 6700xt, 32 gigs of RAM, Ubuntu 22.04.1 I'm attempting to install Stable-Diffusion by following https://youtu.be/d_CgaHyA_n4 When attempting to run the SD script, I get the "hipErrorNoBinaryForGpu: Unable to find code object…
lead oxide
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OpenCL visual kernel debugging

Background I am somewhat familiar with NVidia CUDA development. In CUDA world it's quite easy to debug the code inside kernels: both NSight Visual Studio and Nsight Visual Studio Code allow to do that. Objective I would like to be able to run a…
theTruthIsOutThere
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How to tune the performance of ROCm(llvm) compiler?

I modified llvm (roc-1.6.x) a bit to generate a code that can run on AMDGPU pro dirver. It can run but the performance is over 10% slower than AMDGPU's online compiler, for the same opencl code. I wonder if there is some flags I can set to tune up…
user1200759
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where to find rocprofiler derived counters description with examples

My opencl kernel taking too long to finish, rocprof gave me below counters: | Index | KernelName | gpu-id | queue-id | queue-index | pid | tid | grd | wgr | lds | scr | arch_vgpr | accum_vgpr | sgpr | wave_size | sig | …
Necktwi
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what is the meaning that AMD RDNA support wave32?

From AMD RDNA white paper, it is said The RDNA architecture is natively designed for a new narrower wavefront with 32 work-items, intuitively called wave32, that is optimized for efficient compute. Wave32 offers several critical advantages for…
alephchang
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Using tensoreflow with rocm

I am setting up a tensorflow based machine learning workspace on my AMD (RavenRidge APU) laptop using ROCM (Ubuntu HP envy x360 Ryzen 5 2500u) I have installed rocm and tried using a basic tensorflow script but I get HIP errors. DOes this mean that…
Wilf Chun
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Use CUDA without CUDA enabled GPU - ROCm or OpenCL

I'm doing academic robotics research, so we need to integrate several libraries in the field of vision, sensing, actuators. There's a huge problem when trying to use libraries that solve problems and also how to integrate them together, since some…
Rafael Sisto
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ROCm and CUDA GPUs on one model?

I want to compile a model on multiple GPU's. Is it possible to use AMD GPUs with ROCm together with Nvidia CUDA GPUs on the same model? I guess it's not possible since you need to install a special version of tensorflow in order to enable ROCm…
user9468014
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Yocto Clang++: /lib/x86_64-linux-gnu/libc.so.6: version `GLIBC_2.34' not found

I'm building a custom Yocto image that has added HIPIFY as a package to be build on target. It has a dependency on LLVM+Clang that is leading to the following error after I add clang from the meta-clang layer to it's…
Zube Molokwu
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CUDA's device properties in HIP

My task is to port caches' latency measurement program written in CUDA to HIP, and for that i need to get characteristics of GPU. I'm using HIP 4.5.0, and the problem is that for some data from CUDA's deviceInfo, there're no (direct) analogues from…
Max Azatian
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MIOpen(HIP): Warning [SQLiteBase] Missing system database file: gfx906_60.kdb Performance may degrade

I am trying to use ROCm inside of docker, I have followed the instructions to install MIOpen on the host system but am still getting this error.
Carlos Rincon
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