mlx - implement fft2, rfft, and irfft and fix fft
#20781
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This is addressing #19571
Added implementations for
fft2,rfft, andirfftFixed my last implementation of
fftto align with the other backends.All relevant tests from
keras/src/ops/math_test.py::MathOpsCorrectnessTestforfft,fft2,rfft, andirfftpassed