Boosting Deep Learning Performance: A Step-by-Step Guide for Installing TensorFlow and PyTorch on AMD
![opencl - Tensorflow with GPU support on Mac High Sierra 10.13.4 with AMD Radeon Pro 450 2048 MB? - Stack Overflow opencl - Tensorflow with GPU support on Mac High Sierra 10.13.4 with AMD Radeon Pro 450 2048 MB? - Stack Overflow](https://i.stack.imgur.com/7SYgW.png)
opencl - Tensorflow with GPU support on Mac High Sierra 10.13.4 with AMD Radeon Pro 450 2048 MB? - Stack Overflow
![AMD Ryzen 5 5600 Review - Fantastic Choice for Upgrades from Older Ryzens - Artificial Intelligence | TechPowerUp AMD Ryzen 5 5600 Review - Fantastic Choice for Upgrades from Older Ryzens - Artificial Intelligence | TechPowerUp](https://tpucdn.com/review/amd-ryzen-5-5600/images/ai-upscale.png)
AMD Ryzen 5 5600 Review - Fantastic Choice for Upgrades from Older Ryzens - Artificial Intelligence | TechPowerUp
![AMD & Microsoft Collaborate To Bring TensorFlow-DirectML To Life, Up To 4.4x Improvement on RDNA 2 GPUs AMD & Microsoft Collaborate To Bring TensorFlow-DirectML To Life, Up To 4.4x Improvement on RDNA 2 GPUs](https://cdn.wccftech.com/wp-content/uploads/2021/09/AMD-TensorFlow-DirectML-AI-Benchmark-Overall-Device-AI-Score-Chart1.jpg)
AMD & Microsoft Collaborate To Bring TensorFlow-DirectML To Life, Up To 4.4x Improvement on RDNA 2 GPUs
![They say that AMD does not support machine learning...Today I got TensorFlow up and running on my 6900 XT (using tensorflow-directml) and started fine-tuning GPT2. Pictured below: what my gpu looks like. : They say that AMD does not support machine learning...Today I got TensorFlow up and running on my 6900 XT (using tensorflow-directml) and started fine-tuning GPT2. Pictured below: what my gpu looks like. :](https://preview.redd.it/they-say-that-amd-does-not-support-machine-learning-today-i-v0-lpdwz7mtowma1.png?auto=webp&s=d1a6903f1c7b04199f01fe5a5e0cbe7fc07b76be)
They say that AMD does not support machine learning...Today I got TensorFlow up and running on my 6900 XT (using tensorflow-directml) and started fine-tuning GPT2. Pictured below: what my gpu looks like. :
![A rare image of GPU full-load for training ML on Windows - Gotta love Microsoft TensorFlow-DirectML : r/Amd A rare image of GPU full-load for training ML on Windows - Gotta love Microsoft TensorFlow-DirectML : r/Amd](https://i.redd.it/5zkx1aoalfn51.png)
A rare image of GPU full-load for training ML on Windows - Gotta love Microsoft TensorFlow-DirectML : r/Amd
![AMD ROCm 4.5 finally brings support for RDNA2 GPUs. Good news for Tensorflow, Pytorch and HIP developers. : r/radeon AMD ROCm 4.5 finally brings support for RDNA2 GPUs. Good news for Tensorflow, Pytorch and HIP developers. : r/radeon](https://i.redd.it/hebaf04442x71.jpg)
AMD ROCm 4.5 finally brings support for RDNA2 GPUs. Good news for Tensorflow, Pytorch and HIP developers. : r/radeon
TensorFlow Performance with 1-4 GPUs -- RTX Titan, 2080Ti, 2080, 2070, GTX 1660Ti, 1070, 1080Ti, and Titan V | Puget Systems
![PyTorch, Tensorflow, and MXNet on GPU in the same environment and GPU vs CPU performance – Syllepsis PyTorch, Tensorflow, and MXNet on GPU in the same environment and GPU vs CPU performance – Syllepsis](https://syllepsis.live/wp-content/uploads/2022/06/gpu_runtime-1024x705.png)