Hardware Accelerators

concepts · 2 notes linked

Related: Uc Berkeley · Machine Learning Systems · Mlops · Google · Jax · Numpy · Automatic Differentiation · Just In Time Compilation

Notes

• JAX: Is This Google's NumPy killer? — JAX library combining NumPy API with autodiff and GPU/TPU acceleration
• Machine Learning Systems (Spring 2022) — UC Berkeley graduate seminar on ML systems and AI-hardware co-design