From dd6177614516cf1d328e6ae4905271dba98aa297 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Mon, 13 Apr 2020 15:31:14 -0500 Subject: [PATCH 01/16] test --- src/tike/ptycho/solvers/combined.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/tike/ptycho/solvers/combined.py b/src/tike/ptycho/solvers/combined.py index 96cf01fd..0cf2df84 100644 --- a/src/tike/ptycho/solvers/combined.py +++ b/src/tike/ptycho/solvers/combined.py @@ -6,7 +6,7 @@ logger = logging.getLogger(__name__) - +test test test def combined( operator, data, probe, scan, psi, From 6c17fa123ca3b0142f2037a4934d5a36c2fe2fa1 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Mon, 13 Apr 2020 15:32:54 -0500 Subject: [PATCH 02/16] test --- src/tike/ptycho/solvers/combined.py | 1 - 1 file changed, 1 deletion(-) diff --git a/src/tike/ptycho/solvers/combined.py b/src/tike/ptycho/solvers/combined.py index 0cf2df84..d5370a5e 100644 --- a/src/tike/ptycho/solvers/combined.py +++ b/src/tike/ptycho/solvers/combined.py @@ -6,7 +6,6 @@ logger = logging.getLogger(__name__) -test test test def combined( operator, data, probe, scan, psi, From 2b2a8fbb81e7d296900b9e3a765ad9189c622d13 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Mon, 13 Apr 2020 15:38:13 -0500 Subject: [PATCH 03/16] test --- src/tike/ptycho/solvers/combined.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/tike/ptycho/solvers/combined.py b/src/tike/ptycho/solvers/combined.py index d5370a5e..89da51ab 100644 --- a/src/tike/ptycho/solvers/combined.py +++ b/src/tike/ptycho/solvers/combined.py @@ -6,6 +6,8 @@ logger = logging.getLogger(__name__) +tset + def combined( operator, data, probe, scan, psi, From b105101cc2310b66fdbc3aa5f2b077b2554c9dcf Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Thu, 30 Apr 2020 14:42:21 -0500 Subject: [PATCH 04/16] test --- src/tike/ptycho/solvers/combined.py | 1 - 1 file changed, 1 deletion(-) diff --git a/src/tike/ptycho/solvers/combined.py b/src/tike/ptycho/solvers/combined.py index 89da51ab..96cf01fd 100644 --- a/src/tike/ptycho/solvers/combined.py +++ b/src/tike/ptycho/solvers/combined.py @@ -6,7 +6,6 @@ logger = logging.getLogger(__name__) -tset def combined( operator, From 7acb83b397a37a2ae09e482ece836c9b810b82f5 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 10:09:05 -0500 Subject: [PATCH 05/16] multi-wavelength probe generation --- src/tike/ptycho/probe_MW.py | 167 ++++++++++++++++++++++++++++++++++++ 1 file changed, 167 insertions(+) create mode 100644 src/tike/ptycho/probe_MW.py diff --git a/src/tike/ptycho/probe_MW.py b/src/tike/ptycho/probe_MW.py new file mode 100644 index 00000000..71e474ae --- /dev/null +++ b/src/tike/ptycho/probe_MW.py @@ -0,0 +1,167 @@ +##This is the python version code for initialize probes for multi-wavelength method + +import numpy as np +import cv2 +from scipy.interpolate import RectBivariateSpline + +def MW_probe(probe_shape,energy,dx_dec,dis_defocus,dis_StoD,**kwargs): + # return probe sorted by the spectrum + # return scale is the wavelength dependent pixel scaling factor + + """ + Summary of this function goes here + Parameters: probe_shape -> the matrix size for probe + energy -> number of wavelength for multi-wavelength recontruction + dx_dec -> pixel size on detector + dis_defocus -> defocus distance of sample plane to the focus of the FZP + dis_StoD -> sample to detector distance + kwargs -> setup: 'velo','2idd' + -> spectrum: measured spectrum (if available) [wavelength,intensity] + -> bandwidth + -> lambda0: central wavelength used to generate spectrum if no measured one was given + """ + + if 'spectrum' in kwargs: + spectrum = kwargs.get('spectrum') + spectrum = cv2.resize(spectrum,(2,energy)) + lambda0 = spectrum[np.argmax(spectrum[:,1]),0] + else: + if 'bandwidth' in kwargs: + bandwidth = kwargs.get('bandwidth') + else: + bandwidth = 0.01 + + if 'lambda0' in kwargs: + lambda0 = kwargs.get('lambda0') + else: + lambda0 = 1.24e-9/8.8 + spectrum = gaussian_spectrum(lambda0,bandwidth,energy) + + spectrum = spectrum[np.argsort(-spectrum[:,1])] + scale = spectrum[:,0]/lambda0 + + + if 'setup' in kwargs: + setup = kwargs.get('setup') + else: + setup = 'default' + + + probe = np.zeros((energy,1,probe_shape,probe_shape),dtype = np.complex) + + # pixel size on sample plane (central wavelength) + dx = spectrum[0,0]*dis_StoD/probe_shape/dx_dec + # focal length for central wavelength + _, _, FL0 = fzp_calculate(spectrum[0,0],dis_defocus,probe_shape,dx,setup) + + for i in range(energy): + # get zone plate parameter + T, dx_fzp, _ = fzp_calculate(spectrum[i,0],dis_defocus,probe_shape,dx,setup) + nprobe = fresnel_propagation(T,dx_fzp,(FL0+dis_defocus),spectrum[i,0]) + nprobe = nprobe/(np.sqrt(np.sum(np.abs(nprobe)**2))) + probe[i,0,:,:] = nprobe*(np.sqrt(spectrum[i,1])) + + return probe[np.newaxis,np.newaxis,np.newaxis], scale + + +def gaussian_spectrum(lambda0,bandwidth,energy): + spectrum = np.zeros((energy,2)) + sigma = lambda0*bandwidth/2.355 + d_lam = sigma*4/(energy-1) + spectrum[:,0] = np.arange(-1*np.floor(energy/2),np.ceil(energy/2))*d_lam+lambda0 + spectrum[:,1] = np.exp(-(spectrum[:,0]-lambda0)**2/sigma**2) + return spectrum + + +def fzp_calculate(wavelength, dis_defocus, M, dx, setup): + """ + this function can calculate the transfer function of zone plate + return the transfer function, and the pixel sizes + """ + + FZP_para = get_setup(setup) + + FL = 2*FZP_para['radius']*FZP_para['outmost']/wavelength + + # pixel size on FZP plane + dx_fzp = wavelength*(FL+dis_defocus)/M/dx + # coordinate on FZP plane + lx_fzp = -dx_fzp * np.arange(-1*np.floor(M/2),np.ceil(M/2)) + + XX_FZP, YY_FZP = np.meshgrid(lx_fzp, lx_fzp) + # transmission function of FZP + T = np.exp(-1j*2*np.pi/wavelength*(XX_FZP**2+YY_FZP**2)/2/FL) + C = np.sqrt(XX_FZP**2+YY_FZP**2)<= FZP_para['radius'] + H = np.sqrt(XX_FZP**2+YY_FZP**2)>= FZP_para['CS']/2 + + + return T*C*H, dx_fzp, FL + + +def get_setup(setup): + switcher = { + 'velo': {'radius': 90e-6, + 'outmost': 50e-9, + 'CS': 60e-6}, + '2idd': {'radius': 80e-6, + 'outmost': 70e-9, + 'CS': 60e-6}, + 'default': {'radius': 90e-6, + 'outmost': 50e-9, + 'CS': 60e-6}, + } + FZP_para = switcher.get(setup) + return FZP_para + + +def fresnel_propagation(input, dxy, z, wavelength): + """ + This is the python version code for fresnel propagation + Summary of this function goes here + Parameters: dx,dy -> the pixel pitch of the object + z -> the distance of the propagation + lambda -> the wave length + X,Y -> meshgrid of coordinate + input -> input object + """ + + (M, N) = input.shape + k = 2 * np.pi / wavelength + # the coordinate grid + M_grid = np.arange(-1*np.floor(M/2),np.ceil(M/2)) + N_grid = np.arange(-1*np.floor(N/2),np.ceil(N/2)) + lx = M_grid * dxy + ly = N_grid * dxy + + XX, YY = np.meshgrid(lx, ly) + + # the coordinate grid on the output plane + fc = 1/dxy + fu = wavelength * z * fc + lu = M_grid * fu / M + lv = N_grid * fu / N + Fx, Fy = np.meshgrid(lu, lv) + + if z > 0: + pf = np.exp(1j*k*z) * np.exp(1j*k*(Fx**2 + Fy**2)/2/z) + kern = input * np.exp(1j*k*(XX**2 + YY**2)/2/z) + cgh = np.fft.fft2(np.fft.fftshift(kern)) + OUT = np.fft.fftshift(cgh * np.fft.fftshift(pf)) + else: + pf = np.exp(1j*k*z) * np.exp(1j*k*(XX**2 + YY**2)/2/z) + cgh = np.fft.ifft2(np.fft.fftshift(input*np.exp(1j*k*(Fx**2+Fy**2)/2/z))) + OUT = np.fft.fftshift(cgh)*pf + return OUT + + +def interp(I,scale): + x = np.arange(-1*np.floor(I.shape[0]/2),np.ceil(I.shape[0]/2)) + y = np.arange(-1*np.floor(I.shape[1]/2),np.ceil(I.shape[1]/2)) + f = RectBivariateSpline(x,y,I) + return (f(x*scale,y*scale)) + +if __name__ == "__main__": + import matplotlib.pyplot as plt + import numpy as np + + probe,scale = MW_probe(512,11,75e-6,500e-6,2) From b666a0d148d5d2c548b4b9ca1ea06b44b3a32e36 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 10:09:52 -0500 Subject: [PATCH 06/16] add another diemension for energy --- src/tike/ptycho/ptycho.py | 31 ++++++++++++++++--------------- 1 file changed, 16 insertions(+), 15 deletions(-) diff --git a/src/tike/ptycho/ptycho.py b/src/tike/ptycho/ptycho.py index ab829673..b377702b 100644 --- a/src/tike/ptycho/ptycho.py +++ b/src/tike/ptycho/ptycho.py @@ -117,21 +117,22 @@ def simulate( **kwargs, ) as operator: data = 0 - for mode in np.split(probe, probe.shape[-3], axis=-3): - farplane = operator.fwd( - probe=operator.asarray(mode, dtype='complex64'), - scan=operator.asarray(scan, dtype='float32'), - psi=operator.asarray(psi, dtype='complex64'), - **kwargs, - ) - data += np.square( - np.linalg.norm( - farplane.reshape(operator.ntheta, - scan.shape[-2] // operator.fly, -1, - detector_shape, detector_shape), - ord=2, - axis=2, - )) + for energy in np.split(probe,probe.shape[-4], axis = -4): + for mode in np.split(probe, probe.shape[-3], axis=-3): + farplane = operator.fwd( + probe=operator.asarray(mode, dtype='complex64'), + scan=operator.asarray(scan, dtype='float32'), + psi=operator.asarray(psi, dtype='complex64'), + **kwargs, + ) + data += np.square( + np.linalg.norm( + farplane.reshape(operator.ntheta, + scan.shape[-2] // operator.fly, -1, + detector_shape, detector_shape), + ord=2, + axis=2, + )) return operator.asnumpy(data) def reconstruct( From 6ccc5d08f4453a671d72db060e7002ffc45cfc4b Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 10:10:37 -0500 Subject: [PATCH 07/16] add another loop for energy in position correction --- src/tike/ptycho/position.py | 48 +++++++++++++++++++------------------ 1 file changed, 25 insertions(+), 23 deletions(-) diff --git a/src/tike/ptycho/position.py b/src/tike/ptycho/position.py index 8ae09181..d736ad95 100644 --- a/src/tike/ptycho/position.py +++ b/src/tike/ptycho/position.py @@ -103,29 +103,31 @@ def update_positions_pd(operator, data, psi, probe, scan, dI = (data - intensity).reshape(*data.shape[:-2], np.prod(data.shape[-2:])) dI_dx, dI_dy = 0, 0 - for m in range(probe.shape[-3]): - - # step 2: the partial derivatives of wavefront respect to position - farplane = operator.fwd(psi=psi, - scan=scan, - probe=probe[..., m:m + 1, :, :]) - dfarplane_dx = (farplane - operator.fwd( - psi=psi, - probe=probe[..., m:m + 1, :, :], - scan=scan + operator.xp.array((0, dx), dtype='float32'), - )) / dx - dfarplane_dy = (farplane - operator.fwd( - psi=psi, - probe=probe[..., m:m + 1, :, :], - scan=scan + operator.xp.array((dx, 0), dtype='float32'), - )) / dx - - # step 3: the partial derivatives of intensity respect to position - dI_dx += 2 * np.real(dfarplane_dx * farplane.conj()).reshape( - *data.shape[:2], -1, *data.shape[2:]) - - dI_dy += 2 * np.real(dfarplane_dy * farplane.conj()).reshape( - *data.shape[:2], -1, *data.shape[2:]) + # for i in range(probe.shape[-4]): + for i in range(1): + for m in range(probe.shape[-3]): + + # step 2: the partial derivatives of wavefront respect to position + farplane = operator.fwd(psi=psi, + scan=scan, + probe=probe[...,i:i+1, m:m + 1, :, :]) + dfarplane_dx = (farplane - operator.fwd( + psi=psi, + probe=probe[..., i:i+1, m:m + 1, :, :], + scan=scan + operator.xp.array((0, dx), dtype='float32'), + )) / dx + dfarplane_dy = (farplane - operator.fwd( + psi=psi, + probe=probe[..., i:i+1, m:m + 1, :, :], + scan=scan + operator.xp.array((dx, 0), dtype='float32'), + )) / dx + + # step 3: the partial derivatives of intensity respect to position + dI_dx += 2 * np.real(dfarplane_dx * farplane.conj()).reshape( + *data.shape[:2], -1, *data.shape[2:]) + + dI_dy += 2 * np.real(dfarplane_dy * farplane.conj()).reshape( + *data.shape[:2], -1, *data.shape[2:]) # step 4: solve for ΔX, ΔY using least squares dI_dxdy = np.stack((dI_dy.reshape(*dI.shape), dI_dx.reshape(*dI.shape)), From f9d0714150b0e4581f540fef14a5d7e9b7bef34d Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 10:12:21 -0500 Subject: [PATCH 08/16] add another loop for energy in probe update --- src/tike/ptycho/solvers/combined.py | 41 +++++++++++++++-------------- 1 file changed, 21 insertions(+), 20 deletions(-) diff --git a/src/tike/ptycho/solvers/combined.py b/src/tike/ptycho/solvers/combined.py index 8fc8a3b5..1e0f7858 100644 --- a/src/tike/ptycho/solvers/combined.py +++ b/src/tike/ptycho/solvers/combined.py @@ -31,27 +31,28 @@ def combined( def update_probe(op, data, psi, scan, probe, num_iter=1): """Solve the probe recovery problem.""" # TODO: Cache object patche between mode updates - for m in range(probe.shape[-3]): - - def cost_function(mode): - return op.cost(data, psi, scan, probe, m, mode) - - def grad(mode): - # Use the average gradient for all probe positions - return op.xp.mean( - op.grad_probe(data, psi, scan, probe, m, mode), - axis=(1, 2), - keepdims=True, + for i in range(probe.shape[-4]): + for m in range(probe.shape[-3]): + + def cost_function(mode): + return op.cost(data, psi, scan, probe, i, m, mode) + + def grad(mode): + # Use the average gradient for all probe positions + return op.xp.mean( + op.grad_probe(data, psi, scan, probe, i, m, mode), + axis=(1, 2), + keepdims=True, + ) + + probe[...,i:i+1, m:m + 1, :, :], cost = conjugate_gradient( + op.xp, + x=probe[...,i:i+1, m:m + 1, :, :], + cost_function=cost_function, + grad=grad, + num_iter=num_iter, ) - probe[..., m:m + 1, :, :], cost = conjugate_gradient( - op.xp, - x=probe[..., m:m + 1, :, :], - cost_function=cost_function, - grad=grad, - num_iter=num_iter, - ) - logger.info('%10s cost is %+12.5e', 'probe', cost) return probe, cost @@ -74,4 +75,4 @@ def grad(psi): ) logger.info('%10s cost is %+12.5e', 'object', cost) - return psi, cost + return psi, cost \ No newline at end of file From ee0eab3aaf61118a68d7c6c1aca6030cfa433f5d Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 10:20:20 -0500 Subject: [PATCH 09/16] add another dimension for energy --- src/tike/operators/numpy/convolution.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/src/tike/operators/numpy/convolution.py b/src/tike/operators/numpy/convolution.py index cca6a1eb..4c23a742 100644 --- a/src/tike/operators/numpy/convolution.py +++ b/src/tike/operators/numpy/convolution.py @@ -28,10 +28,10 @@ class Convolution(Operator): psi : (ntheta, nz, n) complex64 The complex wavefront modulation of the object. probe : complex64 - The (ntheta, nscan // fly, fly, 1, probe_shape, probe_shape) + The (ntheta, nscan // fly, fly, energy, 1, probe_shape, probe_shape) complex illumination function. nearplane: complex64 - The (ntheta, nscan // fly, fly, 1, probe_shape, probe_shape) + The (ntheta, nscan // fly, fly, energy, 1, probe_shape, probe_shape) wavefronts after exiting the object. scan : (ntheta, nscan, 2) float32 Coordinates of the minimum corner of the probe grid for each @@ -40,12 +40,13 @@ class Convolution(Operator): """ - def __init__(self, probe_shape, nz, n, ntheta, fly=1, + def __init__(self, probe_shape, nz, n, ntheta, energy=1, fly=1, detector_shape=None, **kwargs): # yapf: disable self.probe_shape = probe_shape self.nz = nz self.n = n self.ntheta = ntheta + self.energy = energy self.fly = fly if detector_shape is None: self.detector_shape = probe_shape @@ -107,10 +108,10 @@ def _check_shape_probe(self, x, nscan): """Check that the probe is correctly shaped.""" assert type(x) is self.xp.ndarray, type(x) # unique probe for each position - shape1 = (self.ntheta, nscan // self.fly, self.fly, 1, self.probe_shape, - self.probe_shape) + shape1 = (self.ntheta, nscan // self.fly, self.fly, 1, 1, + self.probe_shape, self.probe_shape) # one probe for all positions - shape2 = (self.ntheta, 1, 1, 1, self.probe_shape, self.probe_shape) + shape2 = (self.ntheta, 1, 1, 1, 1, self.probe_shape, self.probe_shape) if __debug__ and x.shape != shape2 and x.shape != shape1: raise ValueError( f"probe must have shape {shape1} or {shape2} not {x.shape}") @@ -118,13 +119,13 @@ def _check_shape_probe(self, x, nscan): def _check_shape_nearplane(self, x, nscan): """Check that nearplane is correctly shaped.""" assert type(x) is self.xp.ndarray, type(x) - shape1 = (self.ntheta, nscan // self.fly, self.fly, 1, + shape1 = (self.ntheta, nscan // self.fly, self.fly, 1, 1, self.detector_shape, self.detector_shape) if __debug__ and x.shape != shape1: raise ValueError( f"nearplane must have shape {shape1} not {x.shape}") - def _patch(self, patches, psi, scan, fwd=True): +def _patch(self, patches, psi, scan, fwd=True): """Reimplement this wrapper to switch the patch getting function.""" pad = (patches.shape[-1] - self.probe_shape) // 2 end = self.probe_shape + pad From d4c23851dec81e6b6aadf204a04e3107bdc44483 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 10:26:08 -0500 Subject: [PATCH 10/16] add another dimension for energy --- src/tike/operators/numpy/propagation.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/src/tike/operators/numpy/propagation.py b/src/tike/operators/numpy/propagation.py index 982925f6..cb8f0268 100644 --- a/src/tike/operators/numpy/propagation.py +++ b/src/tike/operators/numpy/propagation.py @@ -30,7 +30,7 @@ class Propagation(Operator): farplane: (..., detector_shape, detector_shape) complex64 The wavefronts hitting the detector respectively. Shape for cost functions and gradients is - (ntheta, nscan // fly, fly, 1, detector_shape, detector_shape). + (ntheta, nscan // fly, fly, 1, 1, detector_shape, detector_shape). data, intensity : (ntheta, nscan, detector_shape, detector_shape) complex64 data is the square of the absolute value of `farplane`. `data` is the intensity of the `farplane`. @@ -41,7 +41,7 @@ def __init__(self, detector_shape, model='gaussian', **kwargs): self.detector_shape = detector_shape self.cost = getattr(self, f'_{model}_cost') self.grad = getattr(self, f'_{model}_grad') - + def _fft2(self, *args, overwrite=False, **kwargs): """Reimplement this wrapper to switch out the FFT library""" return fft2(*args, **kwargs).astype('complex64') @@ -86,7 +86,7 @@ def _gaussian_cost(self, data, intensity): def _gaussian_grad(self, data, farplane, intensity, overwrite=False): return farplane * ( 1 - np.sqrt(data) / (np.sqrt(intensity) + 1e-32) - )[:, :, np.newaxis, np.newaxis] # yapf:disable + )[:, :, np.newaxis, np.newaxis, np.newaxis] # yapf:disable def _poisson_cost(self, data, intensity): return np.sum(intensity - data * np.log(intensity + 1e-32)) @@ -94,4 +94,4 @@ def _poisson_cost(self, data, intensity): def _poisson_grad(self, data, farplane, intensity, overwrite=False): return farplane * ( 1 - data / (intensity + 1e-32) - )[:, :, np.newaxis, np.newaxis] # yapf: disable + )[:, :, np.newaxis, np.newaxis, np.newaxis] # yapf: disable From 2b95dc88c9205db39a05dc039651224c8c2e5a63 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 10:28:31 -0500 Subject: [PATCH 11/16] add another dimension for energy --- src/tike/operators/numpy/ptycho.py | 59 ++++++++++++++++-------------- 1 file changed, 31 insertions(+), 28 deletions(-) diff --git a/src/tike/operators/numpy/ptycho.py b/src/tike/operators/numpy/ptycho.py index 893bd734..2e07e0b0 100644 --- a/src/tike/operators/numpy/ptycho.py +++ b/src/tike/operators/numpy/ptycho.py @@ -40,10 +40,10 @@ class Ptycho(Operator): psi : (ntheta, nz, n) complex64 The complex wavefront modulation of the object. probe : complex64 - The complex (ntheta, nscan // fly, fly, 1, probe_shape, + The complex (ntheta, nscan // fly, fly, 1, 1, probe_shape, probe_shape) illumination function. mode : complex64 - A single (ntheta, nscan // fly, fly, 1, probe_shape, probe_shape) + A single (ntheta, nscan // fly, fly,1, 1, probe_shape, probe_shape) probe mode. nearplane, farplane: complex64 The (ntheta, nscan // fly, fly, 1, detector_shape, detector_shape) @@ -128,43 +128,46 @@ def adj_probe(self, farplane, scan, psi, overwrite=False, **kwargs): overwrite=True, ) - def _compute_intensity(self, data, psi, scan, probe, n=-1, mode=None): + def _compute_intensity(self, data, psi, scan, probe, t=-1, n=-1, mode=None): """Compute detector intensities replacing the nth probe mode""" intensity = 0 - for m in range(probe.shape[-3]): - intensity += np.sum( - np.square(np.abs(self.fwd( - psi=psi, - scan=scan, - probe=mode if m == n else probe[..., m:m + 1, :, :], - ).reshape(*data.shape[:2], -1, *data.shape[2:]))), - axis=2, - ) # yapf: disable + for w in range(probe.shape[-4]): + for m in range(probe.shape[-3]): + intensity += np.sum( + np.square(np.abs(self.fwd( + psi=psi, + scan=scan, + probe = mode if (w == t and m == n) else probe[..., w:w+1, m:m + 1, :, :], + ).reshape(*data.shape[:2], -1, *data.shape[2:]))), + axis=2, + ) # yapf: disable return intensity - def cost(self, data, psi, scan, probe, n=-1, mode=None): - intensity = self._compute_intensity(data, psi, scan, probe, n, mode) + def cost(self, data, psi, scan, probe, t=-1, n=-1, mode=None): + intensity = self._compute_intensity(data, psi, scan, probe, t, n, mode) return self.propagation.cost(data, intensity) def grad(self, data, psi, scan, probe): intensity = self._compute_intensity(data, psi, scan, probe) grad_obj = self.xp.zeros_like(psi) - for mode in np.split(probe, probe.shape[-3], axis=-3): - # TODO: Pass obj through adj() instead of making new obj inside - grad_obj += self.adj( - farplane=self.propagation.grad( - data, - self.fwd(psi=psi, scan=scan, probe=mode), - intensity, - ), - probe=mode, - scan=scan, - overwrite=True, - ) + for i in range(probe.shape[-4]): + # for i in range(1): + for mode in np.split(probe[...,i:i+1,:,:,:], probe[...,i:i+1,:,:,:].shape[-3], axis=-3): + # TODO: Pass obj through adj() instead of making new obj inside + grad_obj += self.adj( + farplane=self.propagation.grad( + data, + self.fwd(psi=psi, scan=scan, probe=mode), + intensity, + ), + probe=mode, + scan=scan, + overwrite=True, + ) return grad_obj - def grad_probe(self, data, psi, scan, probe, n=-1, mode=None): - intensity = self._compute_intensity(data, psi, scan, probe, n, mode) + def grad_probe(self, data, psi, scan, probe, t=-1, n=-1, mode=None): + intensity = self._compute_intensity(data, psi, scan, probe, t, n, mode) return self.adj_probe( farplane=self.propagation.grad( data, From 7e0f898f74aa27e296e43b0e48a529b779734c57 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 15:42:01 -0500 Subject: [PATCH 12/16] add another dimension for energy --- src/tike/operators/numpy/convolution.py | 50 ++++++++++++------------ src/tike/operators/numpy/ptycho.py | 1 - src/tike/ptycho/position.py | 51 +++++++++++++------------ src/tike/ptycho/ptycho.py | 2 +- 4 files changed, 52 insertions(+), 52 deletions(-) diff --git a/src/tike/operators/numpy/convolution.py b/src/tike/operators/numpy/convolution.py index 4c23a742..ddf921a1 100644 --- a/src/tike/operators/numpy/convolution.py +++ b/src/tike/operators/numpy/convolution.py @@ -70,7 +70,7 @@ def fwd(self, psi, scan, probe): ) patches = self._patch(patches, psi, scan, fwd=True) patches = patches.reshape(self.ntheta, scan.shape[-2] // self.fly, - self.fly, 1, self.detector_shape, + self.fly, 1, 1, self.detector_shape, self.detector_shape) patches[..., self.pad:self.end, self.pad:self.end] *= probe return patches @@ -98,7 +98,7 @@ def adj_probe(self, nearplane, scan, psi, overwrite=False): ) patches = self._patch(patches, psi, scan, fwd=True) patches = patches.reshape(self.ntheta, scan.shape[-2] // self.fly, - self.fly, 1, self.probe_shape, + self.fly, 1, 1, self.probe_shape, self.probe_shape) patches = patches.conj() patches *= nearplane[..., self.pad:self.end, self.pad:self.end] @@ -125,29 +125,29 @@ def _check_shape_nearplane(self, x, nscan): raise ValueError( f"nearplane must have shape {shape1} not {x.shape}") -def _patch(self, patches, psi, scan, fwd=True): - """Reimplement this wrapper to switch the patch getting function.""" - pad = (patches.shape[-1] - self.probe_shape) // 2 - end = self.probe_shape + pad - if fwd: - patches[..., pad:end, pad:end] = _patch_iterator( - scan, - self.probe_shape, - psi.shape, - _extract_patches, - patches[..., pad:end, pad:end], - psi, - ) - return patches - else: - return _patch_iterator( - scan, - self.probe_shape, - psi.shape, - _combine_patches, - psi, - patches[..., pad:end, pad:end], - ) + def _patch(self, patches, psi, scan, fwd=True): + """Reimplement this wrapper to switch the patch getting function.""" + pad = (patches.shape[-1] - self.probe_shape) // 2 + end = self.probe_shape + pad + if fwd: + patches[..., pad:end, pad:end] = _patch_iterator( + scan, + self.probe_shape, + psi.shape, + _extract_patches, + patches[..., pad:end, pad:end], + psi, + ) + return patches + else: + return _patch_iterator( + scan, + self.probe_shape, + psi.shape, + _combine_patches, + psi, + patches[..., pad:end, pad:end], + ) def _combine_patches(psi, patches, view_angle, position, i, j, probe_shape, diff --git a/src/tike/operators/numpy/ptycho.py b/src/tike/operators/numpy/ptycho.py index 2e07e0b0..0f8d8e35 100644 --- a/src/tike/operators/numpy/ptycho.py +++ b/src/tike/operators/numpy/ptycho.py @@ -151,7 +151,6 @@ def grad(self, data, psi, scan, probe): intensity = self._compute_intensity(data, psi, scan, probe) grad_obj = self.xp.zeros_like(psi) for i in range(probe.shape[-4]): - # for i in range(1): for mode in np.split(probe[...,i:i+1,:,:,:], probe[...,i:i+1,:,:,:].shape[-3], axis=-3): # TODO: Pass obj through adj() instead of making new obj inside grad_obj += self.adj( diff --git a/src/tike/ptycho/position.py b/src/tike/ptycho/position.py index d736ad95..bfc734f8 100644 --- a/src/tike/ptycho/position.py +++ b/src/tike/ptycho/position.py @@ -103,31 +103,32 @@ def update_positions_pd(operator, data, psi, probe, scan, dI = (data - intensity).reshape(*data.shape[:-2], np.prod(data.shape[-2:])) dI_dx, dI_dy = 0, 0 - # for i in range(probe.shape[-4]): - for i in range(1): - for m in range(probe.shape[-3]): - - # step 2: the partial derivatives of wavefront respect to position - farplane = operator.fwd(psi=psi, - scan=scan, - probe=probe[...,i:i+1, m:m + 1, :, :]) - dfarplane_dx = (farplane - operator.fwd( - psi=psi, - probe=probe[..., i:i+1, m:m + 1, :, :], - scan=scan + operator.xp.array((0, dx), dtype='float32'), - )) / dx - dfarplane_dy = (farplane - operator.fwd( - psi=psi, - probe=probe[..., i:i+1, m:m + 1, :, :], - scan=scan + operator.xp.array((dx, 0), dtype='float32'), - )) / dx - - # step 3: the partial derivatives of intensity respect to position - dI_dx += 2 * np.real(dfarplane_dx * farplane.conj()).reshape( - *data.shape[:2], -1, *data.shape[2:]) - - dI_dy += 2 * np.real(dfarplane_dy * farplane.conj()).reshape( - *data.shape[:2], -1, *data.shape[2:]) + + #update position use the central wavelength only + i=1 + for m in range(probe.shape[-3]): + + # step 2: the partial derivatives of wavefront respect to position + farplane = operator.fwd(psi=psi, + scan=scan, + probe=probe[...,i:i+1, m:m + 1, :, :]) + dfarplane_dx = (farplane - operator.fwd( + psi=psi, + probe=probe[..., i:i+1, m:m + 1, :, :], + scan=scan + operator.xp.array((0, dx), dtype='float32'), + )) / dx + dfarplane_dy = (farplane - operator.fwd( + psi=psi, + probe=probe[..., i:i+1, m:m + 1, :, :], + scan=scan + operator.xp.array((dx, 0), dtype='float32'), + )) / dx + + # step 3: the partial derivatives of intensity respect to position + dI_dx += 2 * np.real(dfarplane_dx * farplane.conj()).reshape( + *data.shape[:2], -1, *data.shape[2:]) + + dI_dy += 2 * np.real(dfarplane_dy * farplane.conj()).reshape( + *data.shape[:2], -1, *data.shape[2:]) # step 4: solve for ΔX, ΔY using least squares dI_dxdy = np.stack((dI_dy.reshape(*dI.shape), dI_dx.reshape(*dI.shape)), diff --git a/src/tike/ptycho/ptycho.py b/src/tike/ptycho/ptycho.py index b377702b..47fb5bc3 100644 --- a/src/tike/ptycho/ptycho.py +++ b/src/tike/ptycho/ptycho.py @@ -118,7 +118,7 @@ def simulate( ) as operator: data = 0 for energy in np.split(probe,probe.shape[-4], axis = -4): - for mode in np.split(probe, probe.shape[-3], axis=-3): + for mode in np.split(energy, probe.shape[-3], axis=-3): farplane = operator.fwd( probe=operator.asarray(mode, dtype='complex64'), scan=operator.asarray(scan, dtype='float32'), From 3d476ab74d5d8a3a3385de08715d2cf2c97d82d4 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 16:01:31 -0500 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zR1VL}N8=x!5TBHiy35**K)|Cg1ONaa5X9Nb5CA{^4*+k~K>&;Z09?O*_t9e$0G_@C zz>~+9TR`pNQ^_nRD>IAT7A`Cgin%$FWsmaUaYalv007;C&lkH>U1{DiA?m@MI5!tE zpJ{`kx{1^BQ(Vn4fFycyg$0A9fplkn-Jy7Iq#25Uwsgd?xgrS!fEC`wMVuClwqgcG zh*jAE3^#!Z00Dk}n&6mtojyG?(_qL2{I9I0q6`872m$y0pr)VPVV^We+leNY5K)mc9+1K0I(p=Nn*w|26*D-ML;P?at zKv_{*Y>-l;f$rb}xEITpfD)qd_tW^90H6*INidW)wAOcaw$)Xa8RCQG0yf>vje^72 rm|GzcSfZN;UnmO*jMT;_>C*on2CG Date: Fri, 12 Jun 2020 16:03:41 -0500 Subject: [PATCH 14/16] test multi-energy with simulation --- tests/test_MW.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/tests/test_MW.py b/tests/test_MW.py index 922f8116..21470e33 100644 --- a/tests/test_MW.py +++ b/tests/test_MW.py @@ -7,8 +7,6 @@ import matplotlib.pyplot as plt import h5py import numpy as np -import cupy as cp -import os def gen_position(steppix_x, steppix_y, N_scan_x, N_scan_y, probe_shape): From 1744b9c0b5802f9797744302337796a85982e9d2 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Fri, 12 Jun 2020 17:02:26 -0500 Subject: [PATCH 15/16] add another dimension for energy --- src/tike/operators/numpy/convolution.py | 44 ++++++++++++------------- 1 file changed, 22 insertions(+), 22 deletions(-) diff --git a/src/tike/operators/numpy/convolution.py b/src/tike/operators/numpy/convolution.py index ddf921a1..f89fa266 100644 --- a/src/tike/operators/numpy/convolution.py +++ b/src/tike/operators/numpy/convolution.py @@ -126,28 +126,28 @@ def _check_shape_nearplane(self, x, nscan): f"nearplane must have shape {shape1} not {x.shape}") def _patch(self, patches, psi, scan, fwd=True): - """Reimplement this wrapper to switch the patch getting function.""" - pad = (patches.shape[-1] - self.probe_shape) // 2 - end = self.probe_shape + pad - if fwd: - patches[..., pad:end, pad:end] = _patch_iterator( - scan, - self.probe_shape, - psi.shape, - _extract_patches, - patches[..., pad:end, pad:end], - psi, - ) - return patches - else: - return _patch_iterator( - scan, - self.probe_shape, - psi.shape, - _combine_patches, - psi, - patches[..., pad:end, pad:end], - ) + """Reimplement this wrapper to switch the patch getting function.""" + pad = (patches.shape[-1] - self.probe_shape) // 2 + end = self.probe_shape + pad + if fwd: + patches[..., pad:end, pad:end] = _patch_iterator( + scan, + self.probe_shape, + psi.shape, + _extract_patches, + patches[..., pad:end, pad:end], + psi, + ) + return patches + else: + return _patch_iterator( + scan, + self.probe_shape, + psi.shape, + _combine_patches, + psi, + patches[..., pad:end, pad:end], + ) def _combine_patches(psi, patches, view_angle, position, i, j, probe_shape, From e8a4c54976bcd3a926ce48ef41f16bdf86f5b288 Mon Sep 17 00:00:00 2001 From: Yudong Yao Date: Mon, 15 Jun 2020 17:47:32 -0500 Subject: [PATCH 16/16] fix some format issue --- src/tike/operators/numpy/operator.py | 1 + src/tike/operators/numpy/propagation.py | 2 +- src/tike/operators/numpy/ptycho.py | 4 +- src/tike/ptycho/position.py | 10 +- src/tike/ptycho/probe_MW.py | 134 +++++++++++------------- src/tike/ptycho/ptycho.py | 7 +- src/tike/ptycho/solvers/combined.py | 4 +- 7 files changed, 79 insertions(+), 83 deletions(-) diff --git a/src/tike/operators/numpy/operator.py b/src/tike/operators/numpy/operator.py index ebb23e85..77f30d62 100644 --- a/src/tike/operators/numpy/operator.py +++ b/src/tike/operators/numpy/operator.py @@ -2,6 +2,7 @@ import numpy + class Operator(ABC): """A base class for Operators. diff --git a/src/tike/operators/numpy/propagation.py b/src/tike/operators/numpy/propagation.py index cb8f0268..6bb5eb61 100644 --- a/src/tike/operators/numpy/propagation.py +++ b/src/tike/operators/numpy/propagation.py @@ -41,7 +41,7 @@ def __init__(self, detector_shape, model='gaussian', **kwargs): self.detector_shape = detector_shape self.cost = getattr(self, f'_{model}_cost') self.grad = getattr(self, f'_{model}_grad') - + def _fft2(self, *args, overwrite=False, **kwargs): """Reimplement this wrapper to switch out the FFT library""" return fft2(*args, **kwargs).astype('complex64') diff --git a/src/tike/operators/numpy/ptycho.py b/src/tike/operators/numpy/ptycho.py index 0f8d8e35..2c8271c7 100644 --- a/src/tike/operators/numpy/ptycho.py +++ b/src/tike/operators/numpy/ptycho.py @@ -151,7 +151,9 @@ def grad(self, data, psi, scan, probe): intensity = self._compute_intensity(data, psi, scan, probe) grad_obj = self.xp.zeros_like(psi) for i in range(probe.shape[-4]): - for mode in np.split(probe[...,i:i+1,:,:,:], probe[...,i:i+1,:,:,:].shape[-3], axis=-3): + for mode in np.split(probe[..., i:i + 1, :, :, :], + probe[..., i:i + 1, :, :, :].shape[-3], + axis=-3): # TODO: Pass obj through adj() instead of making new obj inside grad_obj += self.adj( farplane=self.propagation.grad( diff --git a/src/tike/ptycho/position.py b/src/tike/ptycho/position.py index bfc734f8..6ff157a2 100644 --- a/src/tike/ptycho/position.py +++ b/src/tike/ptycho/position.py @@ -103,23 +103,23 @@ def update_positions_pd(operator, data, psi, probe, scan, dI = (data - intensity).reshape(*data.shape[:-2], np.prod(data.shape[-2:])) dI_dx, dI_dy = 0, 0 - + #update position use the central wavelength only - i=1 + i = 1 for m in range(probe.shape[-3]): # step 2: the partial derivatives of wavefront respect to position farplane = operator.fwd(psi=psi, scan=scan, - probe=probe[...,i:i+1, m:m + 1, :, :]) + probe=probe[..., i:i + 1, m:m + 1, :, :]) dfarplane_dx = (farplane - operator.fwd( psi=psi, - probe=probe[..., i:i+1, m:m + 1, :, :], + probe=probe[..., i:i + 1, m:m + 1, :, :], scan=scan + operator.xp.array((0, dx), dtype='float32'), )) / dx dfarplane_dy = (farplane - operator.fwd( psi=psi, - probe=probe[..., i:i+1, m:m + 1, :, :], + probe=probe[..., i:i + 1, m:m + 1, :, :], scan=scan + operator.xp.array((dx, 0), dtype='float32'), )) / dx diff --git a/src/tike/ptycho/probe_MW.py b/src/tike/ptycho/probe_MW.py index 71e474ae..096bf94b 100644 --- a/src/tike/ptycho/probe_MW.py +++ b/src/tike/ptycho/probe_MW.py @@ -1,13 +1,12 @@ ##This is the python version code for initialize probes for multi-wavelength method import numpy as np -import cv2 from scipy.interpolate import RectBivariateSpline -def MW_probe(probe_shape,energy,dx_dec,dis_defocus,dis_StoD,**kwargs): + +def MW_probe(probe_shape, energy, dx_dec, dis_defocus, dis_StoD, **kwargs): # return probe sorted by the spectrum # return scale is the wavelength dependent pixel scaling factor - """ Summary of this function goes here Parameters: probe_shape -> the matrix size for probe @@ -22,9 +21,9 @@ def MW_probe(probe_shape,energy,dx_dec,dis_defocus,dis_StoD,**kwargs): """ if 'spectrum' in kwargs: - spectrum = kwargs.get('spectrum') - spectrum = cv2.resize(spectrum,(2,energy)) - lambda0 = spectrum[np.argmax(spectrum[:,1]),0] + spectrum = kwargs.get('spectrum') + spectrum = spectrum[:, ::spectrum.shape[1] // energy][:, :energy] + lambda0 = spectrum[np.argmax(spectrum[:, 1]), 0] else: if 'bandwidth' in kwargs: bandwidth = kwargs.get('bandwidth') @@ -34,42 +33,42 @@ def MW_probe(probe_shape,energy,dx_dec,dis_defocus,dis_StoD,**kwargs): if 'lambda0' in kwargs: lambda0 = kwargs.get('lambda0') else: - lambda0 = 1.24e-9/8.8 - spectrum = gaussian_spectrum(lambda0,bandwidth,energy) + lambda0 = 1.24e-9 / 8.8 + spectrum = gaussian_spectrum(lambda0, bandwidth, energy) - spectrum = spectrum[np.argsort(-spectrum[:,1])] - scale = spectrum[:,0]/lambda0 - + spectrum = spectrum[np.argsort(-spectrum[:, 1])] if 'setup' in kwargs: setup = kwargs.get('setup') else: setup = 'default' - - - probe = np.zeros((energy,1,probe_shape,probe_shape),dtype = np.complex) + probe = np.zeros((energy, 1, probe_shape, probe_shape), dtype=np.complex) # pixel size on sample plane (central wavelength) - dx = spectrum[0,0]*dis_StoD/probe_shape/dx_dec + dx = spectrum[0, 0] * dis_StoD / probe_shape / dx_dec # focal length for central wavelength - _, _, FL0 = fzp_calculate(spectrum[0,0],dis_defocus,probe_shape,dx,setup) + _, _, FL0 = fzp_calculate(spectrum[0, 0], dis_defocus, probe_shape, dx, + setup) for i in range(energy): # get zone plate parameter - T, dx_fzp, _ = fzp_calculate(spectrum[i,0],dis_defocus,probe_shape,dx,setup) - nprobe = fresnel_propagation(T,dx_fzp,(FL0+dis_defocus),spectrum[i,0]) - nprobe = nprobe/(np.sqrt(np.sum(np.abs(nprobe)**2))) - probe[i,0,:,:] = nprobe*(np.sqrt(spectrum[i,1])) - - return probe[np.newaxis,np.newaxis,np.newaxis], scale - - -def gaussian_spectrum(lambda0,bandwidth,energy): - spectrum = np.zeros((energy,2)) - sigma = lambda0*bandwidth/2.355 - d_lam = sigma*4/(energy-1) - spectrum[:,0] = np.arange(-1*np.floor(energy/2),np.ceil(energy/2))*d_lam+lambda0 - spectrum[:,1] = np.exp(-(spectrum[:,0]-lambda0)**2/sigma**2) + T, dx_fzp, _ = fzp_calculate(spectrum[i, 0], dis_defocus, probe_shape, + dx, setup) + nprobe = fresnel_propagation(T, dx_fzp, (FL0 + dis_defocus), + spectrum[i, 0]) + nprobe = nprobe / (np.sqrt(np.sum(np.abs(nprobe)**2))) + probe[i, 0, :, :] = nprobe * (np.sqrt(spectrum[i, 1])) + + return probe[np.newaxis, np.newaxis, np.newaxis] + + +def gaussian_spectrum(lambda0, bandwidth, energy): + spectrum = np.zeros((energy, 2)) + sigma = lambda0 * bandwidth / 2.355 + d_lam = sigma * 4 / (energy - 1) + spectrum[:, 0] = np.arange(-1 * np.floor(energy / 2), np.ceil( + energy / 2)) * d_lam + lambda0 + spectrum[:, 1] = np.exp(-(spectrum[:, 0] - lambda0)**2 / sigma**2) return spectrum @@ -81,38 +80,43 @@ def fzp_calculate(wavelength, dis_defocus, M, dx, setup): FZP_para = get_setup(setup) - FL = 2*FZP_para['radius']*FZP_para['outmost']/wavelength - + FL = 2 * FZP_para['radius'] * FZP_para['outmost'] / wavelength + # pixel size on FZP plane - dx_fzp = wavelength*(FL+dis_defocus)/M/dx + dx_fzp = wavelength * (FL + dis_defocus) / M / dx # coordinate on FZP plane - lx_fzp = -dx_fzp * np.arange(-1*np.floor(M/2),np.ceil(M/2)) + lx_fzp = -dx_fzp * np.arange(-1 * np.floor(M / 2), np.ceil(M / 2)) XX_FZP, YY_FZP = np.meshgrid(lx_fzp, lx_fzp) # transmission function of FZP - T = np.exp(-1j*2*np.pi/wavelength*(XX_FZP**2+YY_FZP**2)/2/FL) - C = np.sqrt(XX_FZP**2+YY_FZP**2)<= FZP_para['radius'] - H = np.sqrt(XX_FZP**2+YY_FZP**2)>= FZP_para['CS']/2 - + T = np.exp(-1j * 2 * np.pi / wavelength * (XX_FZP**2 + YY_FZP**2) / 2 / FL) + C = np.sqrt(XX_FZP**2 + YY_FZP**2) <= FZP_para['radius'] + H = np.sqrt(XX_FZP**2 + YY_FZP**2) >= FZP_para['CS'] / 2 - return T*C*H, dx_fzp, FL + return T * C * H, dx_fzp, FL def get_setup(setup): switcher = { - 'velo': {'radius': 90e-6, - 'outmost': 50e-9, - 'CS': 60e-6}, - '2idd': {'radius': 80e-6, - 'outmost': 70e-9, - 'CS': 60e-6}, - 'default': {'radius': 90e-6, - 'outmost': 50e-9, - 'CS': 60e-6}, - } + 'velo': { + 'radius': 90e-6, + 'outmost': 50e-9, + 'CS': 60e-6 + }, + '2idd': { + 'radius': 80e-6, + 'outmost': 70e-9, + 'CS': 60e-6 + }, + 'default': { + 'radius': 90e-6, + 'outmost': 50e-9, + 'CS': 60e-6 + }, + } FZP_para = switcher.get(setup) return FZP_para - + def fresnel_propagation(input, dxy, z, wavelength): """ @@ -128,40 +132,28 @@ def fresnel_propagation(input, dxy, z, wavelength): (M, N) = input.shape k = 2 * np.pi / wavelength # the coordinate grid - M_grid = np.arange(-1*np.floor(M/2),np.ceil(M/2)) - N_grid = np.arange(-1*np.floor(N/2),np.ceil(N/2)) + M_grid = np.arange(-1 * np.floor(M / 2), np.ceil(M / 2)) + N_grid = np.arange(-1 * np.floor(N / 2), np.ceil(N / 2)) lx = M_grid * dxy ly = N_grid * dxy XX, YY = np.meshgrid(lx, ly) # the coordinate grid on the output plane - fc = 1/dxy + fc = 1 / dxy fu = wavelength * z * fc lu = M_grid * fu / M lv = N_grid * fu / N Fx, Fy = np.meshgrid(lu, lv) if z > 0: - pf = np.exp(1j*k*z) * np.exp(1j*k*(Fx**2 + Fy**2)/2/z) - kern = input * np.exp(1j*k*(XX**2 + YY**2)/2/z) + pf = np.exp(1j * k * z) * np.exp(1j * k * (Fx**2 + Fy**2) / 2 / z) + kern = input * np.exp(1j * k * (XX**2 + YY**2) / 2 / z) cgh = np.fft.fft2(np.fft.fftshift(kern)) OUT = np.fft.fftshift(cgh * np.fft.fftshift(pf)) else: - pf = np.exp(1j*k*z) * np.exp(1j*k*(XX**2 + YY**2)/2/z) - cgh = np.fft.ifft2(np.fft.fftshift(input*np.exp(1j*k*(Fx**2+Fy**2)/2/z))) - OUT = np.fft.fftshift(cgh)*pf + pf = np.exp(1j * k * z) * np.exp(1j * k * (XX**2 + YY**2) / 2 / z) + cgh = np.fft.ifft2( + np.fft.fftshift(input * np.exp(1j * k * (Fx**2 + Fy**2) / 2 / z))) + OUT = np.fft.fftshift(cgh) * pf return OUT - - -def interp(I,scale): - x = np.arange(-1*np.floor(I.shape[0]/2),np.ceil(I.shape[0]/2)) - y = np.arange(-1*np.floor(I.shape[1]/2),np.ceil(I.shape[1]/2)) - f = RectBivariateSpline(x,y,I) - return (f(x*scale,y*scale)) - -if __name__ == "__main__": - import matplotlib.pyplot as plt - import numpy as np - - probe,scale = MW_probe(512,11,75e-6,500e-6,2) diff --git a/src/tike/ptycho/ptycho.py b/src/tike/ptycho/ptycho.py index 47fb5bc3..25079904 100644 --- a/src/tike/ptycho/ptycho.py +++ b/src/tike/ptycho/ptycho.py @@ -117,7 +117,7 @@ def simulate( **kwargs, ) as operator: data = 0 - for energy in np.split(probe,probe.shape[-4], axis = -4): + for energy in np.split(probe, probe.shape[-4], axis=-4): for mode in np.split(energy, probe.shape[-3], axis=-3): farplane = operator.fwd( probe=operator.asarray(mode, dtype='complex64'), @@ -128,13 +128,14 @@ def simulate( data += np.square( np.linalg.norm( farplane.reshape(operator.ntheta, - scan.shape[-2] // operator.fly, -1, - detector_shape, detector_shape), + scan.shape[-2] // operator.fly, -1, + detector_shape, detector_shape), ord=2, axis=2, )) return operator.asnumpy(data) + def reconstruct( data, probe, scan, diff --git a/src/tike/ptycho/solvers/combined.py b/src/tike/ptycho/solvers/combined.py index 1e0f7858..244d5d2f 100644 --- a/src/tike/ptycho/solvers/combined.py +++ b/src/tike/ptycho/solvers/combined.py @@ -45,9 +45,9 @@ def grad(mode): keepdims=True, ) - probe[...,i:i+1, m:m + 1, :, :], cost = conjugate_gradient( + probe[..., i:i + 1, m:m + 1, :, :], cost = conjugate_gradient( op.xp, - x=probe[...,i:i+1, m:m + 1, :, :], + x=probe[..., i:i + 1, m:m + 1, :, :], cost_function=cost_function, grad=grad, num_iter=num_iter,