mindscience.sciops

dft

`mindscience.sciops.dft.DCT`	1D discrete cosine transformation on real number on the last axis.
`mindscience.sciops.dft.DFTn`	1/2/3D discrete Fourier transformation on complex number.
`mindscience.sciops.dft.DST`	1D discrete sine transformation on real number on the last axis.
`mindscience.sciops.dft.IDCT`	1D inverse discrete cosine transformation on real number on the last axis.
`mindscience.sciops.dft.IDFTn`	1/2/3D discrete inverse Fourier transformation on complex number.
`mindscience.sciops.dft.IDST`	1D inverse discrete sine transformation on real number on the last axis.
`mindscience.sciops.dft.IRDFTn`	1/2/3D discrete inverse real Fourier transformation on complex number.
`mindscience.sciops.dft.RDFTn`	1/2/3D discrete real Fourier transformation on real number.

einsum

mindscience.sciops.einsum.Einsum

Einsum operation using Einstein summation convention.

evoformer_attention

mindscience.sciops.evoformer_attention.evo_attention

Performs evoformer attention computation using a custom NPU operator.

fft

`mindscience.sciops.fft.ASD_FFT`	1D complex-to-complex forward FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.ASD_FFT2D`	2D complex-to-complex forward FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.ASD_IFFT`	1D complex-to-complex inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.ASD_IFFT2D`	2D complex-to-complex inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.ASD_IRFFT`	1D complex-to-real inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.ASD_IRFFT2D`	2D complex-to-real inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.ASD_RFFT`	1D real-to-complex FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.ASD_RFFT2D`	2D real-to-complex FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_fft`	1D complex-to-complex forward FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_fft2d`	2D complex-to-complex forward FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_fftn`	N-dimensional complex-to-complex forward FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_ifft`	1D complex-to-complex inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_ifft2d`	2D complex-to-complex inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_ifftn`	N-dimensional complex-to-complex inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_irfft`	1D complex-to-real inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_irfft2d`	2D complex-to-real inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_irfftn`	N-dimensional complex-to-real inverse FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_rfft`	1D real-to-complex FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_rfft2d`	2D real-to-complex FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.asd_rfftn`	N-dimensional real-to-complex FFT transform using Ascend NPU acceleration.
`mindscience.sciops.fft.set_fft_cache_size`	Set cache number of ASD FFT operators to optimize the function call performance.