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Exciting News from NuNet.

NuNet
NuNet
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11 Aug 2023, 10:03
🤩 Exciting News from NuNet 🖥️ We're thrilled to announce that our Device Management Service (DMS) and ML on GPU service now supports AMD GPUs! We've made significant strides in enhancing our platform's versatility and robustness, with a series of key updates. 🛠️ Our development team has worked tirelessly to integrate AMD GPU detection and onboarding, providing AMD GPUs with the same level of support that we have traditionally offered for NVIDIA GPUs. This includes updating GPU metadata with crucial information such as the name, free VRAM, and total VRAM. ⚙️ We've also expanded the functionality of our NuNet CLI to include AMD GPU support. This extension even includes mining OS detection scenarios, demonstrating our commitment to versatility and adaptability. 🔄 One of the most significant developments is our new mechanism for deploying either an NVIDIA or AMD GPU container. This decision is based on which GPU has the highest free VRAM at the time of deployment. This enhancement allows for seamless container support for AMD GPUs, a key step towards greater decentralization and device autonomy. 🤖 Additionally, our team has developed new AMD GPU-focused container images for both TensorFlow and PyTorch. This not only expands our service offerings but also showcases our commitment to supporting a diverse range of tools and technologies in the machine learning space. We've also addressed potential resource contention when running multiple jobs simultaneously on machines with multiple GPUs, ensuring efficient use of resources and seamless execution of tasks. 🌐 By adding support for another GPU vendor, we're not only expanding our service capabilities but also strengthening our commitment to decentralization. It's a giant leap forward in ensuring a more diverse and distributed network, reducing dependencies on any single vendor and empowering more users to participate in the NuNet ecosystem. Stay tuned for more updates, and thank you for being a part of our journey ✨ #NuNet #Decentralization #AMDGPUsupport #AMD