quantax.state.VS_TYPE

class quantax.state.VS_TYPE

The enums to distinguish different variational states according to their dtypes.

0: real_or_holomorphic

Real parameters -> real outputs

or holomorphic complex -> complex

1: non_holomorphic

Non-holomorphic complex parameters -> complex outputs

\[∇_θ ψ = [∇_{θ_r} ψ_r + i ∇_{θ_r} ψ_i, ∇_{θ_i} ψ_r + i ∇_{θ_i} ψ_i]\]

2: real_to_complex

Real parameters -> complex outputs

\[∇_θ ψ = ∇_θ ψ_r + i ∇_θ ψ_i\]

Check the table below for the size and data type of gradient matrices with \(N_s\) sampels and \(N_p\) parameters.

VS_TYPE	\(O\) matrix as Jacobian	\(S\) matrix in SR	\(T\) matrix in MinSR
0: real	\(N_s \times N_p\) real	\(N_p \times N_p\) real	\(N_s \times N_s\) real
0: holomorphic	\(N_s \times N_p\) complex	\(N_p \times N_p\) complex	\(N_s \times N_s\) complex
1: non_holomorphic	\(N_s \times 2N_p\) complex	\(2N_p \times 2N_p\) real	\(2N_s \times 2N_s\) real
2: real_to_complex	\(N_s \times N_p\) complex	\(N_p \times N_p\) real	\(2N_s \times 2N_s\) real