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ggml : add ggml_fft and ggml_ifft operator #1105

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ilhamsyahids
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This PR implements FFT and IFFT operator on CPU. I also added simple test apply FFT and inverse it.

I'm kinda new with this, so I'm happy to adjust and apply any review

Signed-off-by: Ilham Syahid S <[email protected]>
This commit adds a new test file `test-fft.c` to validate the FFT and IFFT implementations. The test generates a simple sinusoidal signal, performs a forward FFT followed by an inverse FFT, and checks that the reconstructed signal matches the original signal within a specified tolerance.

Signed-off-by: Ilham Syahid S <[email protected]>
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Hello @ggerganov @slaren is there any review or comment regarding this PR?

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Hi @ilhamsyahids - thank you for the contribution. It's not forgotten and I will try to make a review soon.

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