Benchmarking Machine Learning on Consumer AMD GPUs: DirectML Performance and Workload Limits
Most machine-learning tutorials quietly assume NVIDIA. I wanted to know how far a consumer AMD Radeon RX 6600 could go on Windows without CUDA. I tested PyTorch through torch-directml, TensorFlow with the DirectML plugin, ONNX Runtime, matrix workloads, a full MLP training loop, and
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