Autograd Utility

This module contains utility functions for automatic differentiation, which includes: - Jacobians - Hessians

• Autograd Utility: Batched
• bjacrev()
• Autograd Utility: Checks
• is_batched()
• is_functorch_tensor()
• is_gradtracking()
• Autograd Utility: Jacobian
• jacrev_compat()
• Autograd Utility: Gradcheck
• dgradcheck()
• dgradgradcheck()
• Autograd Utility: Hessian
• hess_fn_rev()
• hessian()
• Autograd Utility: PyTorch AD functions
• fjacrev()
• fvmap()
• jacrev()
• vmap()
• Autograd Utility: Loop-based Jacobian
• jac()