CUDA + drivers for ML work are unmatched
Compared to AMD ROCm, the CUDA ecosystem is years ahead for ML. If you're training models locally, NVIDIA + Linux is the only realistic stack.
GPUs, AI hardware, and CUDA platform.
Nvidia Corporation is an American multinational technology company headquartered in Santa Clara, California, that develops graphics processing units, systems on chips, and application programming interfaces for various applications. The company was founded in 1993 and is classified under the Semiconductors & Related Devices industry. Nvidia is a publicly listed company, trading under the ticker NVDA. The company is of significant scale, having been described as a Big Tech company. Sources: Wikipedia, SEC EDGAR
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Nvidia Corporation is an American multinational technology company headquartered in Santa Clara, California. The company develops graphics processing units (GPUs), systems on chips (SoCs), and application programming interfaces (APIs) for data science, high-performance computing, video games, and mobile and automotive applications. Founded in 1993 by Jensen Huang, Chris Malachowsky, and Curtis Priem, Nvidia has been widely described as a Big Tech company.
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Compared to AMD ROCm, the CUDA ecosystem is years ahead for ML. If you're training models locally, NVIDIA + Linux is the only realistic stack.
Bought a 4080 at MSRP after 6 months of waiting. Performance is excellent; supply chain is still recovering.