AMD lags not because of hardware only. There is very weak support for drivers and libraries in software. Intel and Nvidia spend huge amount of money in supporting library maintainers and thereby creating a lobby.
For example, look into the list of supported GPUs in the Github repositories of popular machine-learning libraries PyCharm, Tensorflow etc. AMD and OpenCL is nowhere as compared to Nvidia's CUDA.
For example, look into the list of supported GPUs in the Github repositories of popular machine-learning libraries PyCharm, Tensorflow etc. AMD and OpenCL is nowhere as compared to Nvidia's CUDA.