Why the AMD ROCm Platform Matters for GPU Computing and AI Workloads
For years, GPU computing meant CUDA. If you worked on machine learning or high-performance computing, you almost certainly used NVIDIA hardware and their proprietary software stack. That lock-in shaped everything from the code you wrote to the clusters you bought. But the landscape is shifting. AMD has built a serious alternative with the ROCm platform, and it is changing how developers think about open-source software, portability, and performance on AMD GPUs. I spent the