fix: add Apple Silicon (MPS) device support across lessons#295

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Jayantkhandebharad wants to merge 13 commits into

fix(phase-00/01): detect MPS GPU in environment check

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fix(phase-00/03): add Apple Silicon MPS path to gpu_check

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fix(phase-00/12): make memory/device debug MPS-aware

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fix(phase-03/11): select MPS device when CUDA absent

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fix(phase-04/04): use MPS device when available

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fix(phase-04/05): use MPS device when available

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fix(phase-04/07): use MPS device when available

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fix(phase-04/09): use MPS device when available

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fix(phase-04/10): use MPS device when available

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fix(phase-04/11): run Stable Diffusion on MPS

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fix(phase-04/15): sync MPS in latency measurement

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fix(phase-04/16): sync MPS in pipeline benchmark

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fix(phase-19/45): accept mps device_type in AMP state

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