• F
    Add FFT related operators and APIs (#35665) · 11518a43
    Feiyu Chan 提交于
    * 1. add interface for fft;
    2. add data type predicate;
    3. fix paddle.roll.
    
    * add fft c2c cufft kernel
    
    * implement argument checking & op calling parts for fft_c2c and fftn_c2c
    
    * add operator and opmaker definitions
    
    * only register float and double for cpu.
    
    * add common code for implementing FFT, add pocketfft as a dependency
    
    * add fft c2c cufft kernel function
    
    * fix bugs in python interface
    
    * add support for c2r, r2c operators, op makers, kernels and kernel functors.
    
    * test and fix bugs
    
    * 1. fft_c2c function: add support for onesided=False;
    2. add complex<float>, complex<double> support for concat and flip.
    
    * 1. fft: fix python api bugs;
    2. shape_op: add support for complex data types.
    
    * fft c2c cufft kernel done with complie and link
    
    * fix shape_op, add mkl placeholder
    
    * remove mkl
    
    * complete fft c2c in gpu
    
    * 1. implement mkl-based fft, FFTC2CFunctor and common function exec_fft;
    2. change the design, add input and output typename as template parameter for all FFTFunctors, update pocketfft-based implementation.
    
    * complete fft c2c on gpu in ND
    
    * complete fft c2c on gpu in ND
    
    * complete fft c2c backward in ND
    
    * fix MKL-based implementation
    
    * Add frame op and CPU/GPU kernels.
    
    * Add frame op forward unittest.
    
    * Add frame op forward unittest.
    
    * Remove axis parameter in FrameFunctor.
    
    * Add frame op grad CPU/GPU kernels and unittest.
    
    * Add frame op grad CPU/GPU kernels and unittest.
    
    * Update doc string.
    
    * Update after review and remove librosa requirement in unittest.
    
    * Update grad kernel.
    
    * add fft_c2r op
    
    * Remove data allocation in TransCompute function.
    
    * add fft r2c onesided with cpu(pocketfft/mkl) and gpu
    
    * last fft c2r functor
    
    * fix C2R and R2C for cufft, becase the direction is not an option in these cases.
    
    * add fft r2c onesided with cpu(pocketfft/mkl) and gpu
    
    * fix bugs in python APIs
    
    * fix fft_c2r grad kernal
    
    * fix bugs in python APIs
    
    * add cuda fft c2r grad kernal functor
    
    * clean code
    
    * fix fft_c2r python API
    
    * fill fft r2c result with conjugate symmetry (#19)
    
    fill fft r2c result with conjugate symmetry
    
    * add placeholder for unittests (#24)
    
    * simple parameterize test function by auto generate test case from parm list (#25)
    
    * miscellaneous fixes for python APIs (#26)
    
    * add placeholder for unittests
    
    * resize fft inputs before computation is n or s is provided.
    
    * add complex kernels for pad and pad_grad
    
    * simplify argument checking.
    
    * add type promotion
    
    * add int to float or complex promotion
    
    * fix output data type for static mode
    
    * fix fft's input dtype dispatch, import fft to paddle
    
    * fix typos in axes checking (#27)
    
    * fix typos in axes checking
    
    * fix argument checking (#28)
    
    * fix argument checking
    
    * Add C2R Python layer normal and abnormal use cases (#29)
    
    * documents and single case
    
    * test c2r case
    
    * New C2R Python layer normal and exception use cases
    
    * complete rfft,rfft2,rfftn,ihfft,ihfft2,ihfftn unittest and doc string (#30)
    
    * Documentation of the common interfaces of c2r and c2c (#31)
    
    * Documentation of the common interfaces of c2r and c2c
    
    * clean c++ code  (#32)
    
    * clean code
    
    * Add numpy-based implementation of spectral ops (#33)
    
    * add numpy reference implementation of spectral ops
    
    * Add fft_c2r numpy based implementation for unittest. (#34)
    
    * add fft_c2r numpy implementation
    
    * Add deframe op and stft/istft api. (#23)
    
    * Add frame api
    
    * Add deframe op and kernels.
    
    * Add stft and istft apis.
    
    * Add deframe api. Update stft and istft apis.
    
    * Fix bug in frame_from_librosa function when input dims >= 3
    
    * Rename deframe to overlap_add.
    
    * Update istft.
    
    * Update after code review.
    
    * Add overlap_add op and stft/istft api unittest (#35)
    
    * Add overlap_add op unittest.
    
    * Register complex kernels of squeeze/unsquuze op.
    
    * Add stft/istft api unittest.
    
    * Add unittest for fft helper functions (#36)
    
    * add unittests for fft helper functions. add complex kernel for roll op.
    
    * complete static graph unittest for all public api (#37)
    
    * Unittest of op with FFT C2C, C2R and r2c added (#38)
    
    * documents and single case
    
    * test c2r case
    
    * New C2R Python layer normal and exception use cases
    
    * Documentation of the common interfaces of c2r and c2c
    
    * Unittest of op with FFT C2C, C2R and r2c added
    Co-authored-by: lijiaqi0612's avatarlijiaqi <lijiaqi0612@163.com>
    
    * add fft related options to CMakeLists.txt
    
    * fix typos and clean code (#39)
    
    * fix invisible character in mkl branch and fix error in error message
    
    * clean code: remove docstring from unittest for signal.py.
    
    * always convert numpy array to paddle.Tensor to avoid comparing numpy dtype with paddle dtype. (#40)
    
    * always convert numpy array to paddle.Tensor to avoid comparing numpy dtype with paddle dtype.
    
    * fix CI Errors: numpy dtype comparison, thrust when cuda is not available (#41)
    
    1. always convert numpy array to paddle.Tensor to avoid comparing numpy dtype with paddle dtype.
    2. promote floating point tensor to complex tensor ior fft_c2c and fft_c2r;
    3. fix unittest to catch UnImplementedError and RuntimeError;
    4. fix compile error by avoid using thrust when cuda is not available.
    5.  fix sample code, use paddle.fft instead of paddle.tensor.fft
    
    * remove inclusion of thrust, add __all__ list for fft (#42)
    
    * Add api doc and update unittest. (#43)
    
    * Add doc strings.
    * Update overlap_add op unittest
    
    * fix MKL-based FFT implementation (#44)
    
    * fix MKL-based FFT implementation, MKL CDFT's FORWARD DOMAIN is always REAL for R2C and C2R
    
    * remove code for debug (#45)
    
    * use dynload for cufft (#46)
    
    * use std::ptrdiff_t as datatype of stride (instead of int64_t) to avoid argument mismatch on some platforms.
    
    * add complex support for fill_zeros_like
    
    * use dynload for cufft
    
    * Update doc and unittest. (#47)
    
    * Add doc of frame op and overlap_add op.
    
    * Update unittest.
    
    * use dynload for cufft (#48)
    
    1. use dynload for cufft
    2. fix unittest;
    3. temporarily disable Rocm.
    
    * fix conflicts and merge upstream (#49)
    
    fix conflicts and merge upstream
    
    * fix compile error: only link dyload_cuda when cuda is available (#50)
    
    * fix compile error: only link dyload_cuda when cuda is available
    
    * fix dynload for cufft on windows (#51)
    
    1. fix dynload for cufft on windows;
    2. fix unittests.
    
    * add NOMINMAX to compile on windows (#52)
    
     add NOMINMAX to compile on windows
    
    * explicitly specify capture mode for lambdas (#55)
    
     explicitly specify capture mode for lambdas
    
    * fix fft sample (#53)
    
    * fix fft sample
    
    * update scipy and numpy version for unittests of fft (#56)
    
    update scipy and numpy version for unittests of fft
    
    * Add static graph unittests of frame and overlap_add api. (#57)
    
    * Remove cache of cuFFT & Disable ONEMKL (#59)
    
    1. replace numpy.fft with scipy.fft as numpy<1.20 not support ortho norm
    2. remove cache of cufft plans;
    3. enhance error checking.
    4. default WITH_ONEMKL to OFF
    Co-authored-by: Njeff41404 <jeff41404@gmail.com>
    Co-authored-by: Nroot <root@bjyz-sys-gpu-kongming9.bjyz.baidu.com>
    Co-authored-by: NKP <109694228@qq.com>
    Co-authored-by: lijiaqi0612's avatarlijiaqi <lijiaqi0612@163.com>
    Co-authored-by: NXiaoxu Chen <chenxx_id@163.com>
    Co-authored-by: Nlijiaqi0612 <33169170+lijiaqi0612@users.noreply.github.com>
    11518a43
__init__.py 18.6 KB