The MPS backend extends the PyTorch framework, providing scripts and capabilities to set up and run operations on Mac. This unlocks the ability to perform machine learning workflows like prototyping and fine-tuning locally, right on Mac.Īccelerated GPU training is enabled using Apple’s Metal Performance Shaders (MPS) as a backend for PyTorch. Until now, PyTorch training on Mac only leveraged the CPU, but with the upcoming PyTorch v1.12 release, developers and researchers can take advantage of Apple silicon GPUs for significantly faster model training. Apple is committed to working with and providing reasonable accommodation to applicants with physical and mental disabilities.In collaboration with the Metal engineering team at Apple, we are excited to announce support for GPU-accelerated PyTorch training on Mac. We take affirmative action to ensure equal opportunity for all applicants without regard to race, colour, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.

Apple is an equal opportunity employer that is committed to inclusion and diversity. Apple benefits programmes vary by country and are subject to eligibility requirements. The programmes vary by country and are subject to eligibility requirements. You will be fully eligible for Apple benefits. You’ll discover many more benefits of working at Apple, such as programmes that match your charitable contributions, reimburse you for continuing your education and give you special employee pricing on Apple products. We’re proud to provide stock grants to employees at all levels of the company, and we also give employees the option to buy Apple stock at a discount - both offer everyone at Apple the chance to share in the company’s success. No matter where you work at Apple, you can take advantage of our health and wellness resources and time-away programmes. Apple benefits help further the well-being of our employees and their families in meaningful ways. You will build expert-level Metal knowledge to guide Metal developers to tune their applications for maximum performance on Apple Silicon.Īpple's most meaningful resource, our soul, is our people. You will apply your knowledge of computer graphics and machine learning to implement the high performance software that drives Apple-designed GPUs. We collaborate with industry specialists across Apple to design future generations of the Metal API, shading language, and Apple Silicon graphics processors. The Apple Silicon GPU Driver team needs engineers to design, develop, and support the Metal GPU drivers that power high-performance 3D rendering engines, neural networks and computational photography algorithms.

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