Risø Conference Proceedings 2026 - lab source - LM optimizer#
This notebook contains the accompanying processing code for the grazing-indidence case to support the Risø Conference Proceedings 2026 paper:
Ball, J. A. D., Andreasen, J. W., Angelis, S. D., Wright, J. P., & Detlefs, C. (2026, July 9). Multi-Beam 3DXRD. IOP Conference Series: Materials Science and Engineering. 46th Risø International Symposium on Materials Science: Characterization of evolving microstructures in metals, DTU Risø Campus, Roskilde, Denmark. Accepted for publication.
This notebook is very similar to the general lab case, but we use a Levenberg–Marquardt approach to optimize much faster.
[1]:
import os
# don't hog GPU memory (if you have one)
os.environ["XLA_PYTHON_CLIENT_PREALLOCATE"] = "0"
import jax
jax.config.update("jax_enable_x64", True) # required for accuracy, especially strains
import jax.numpy as jnp
import time
from functools import partial
import scipy
from scipy.spatial.transform import Rotation
from matplotlib import pyplot as plt
import ImageD11.grain
import ImageD11.unitcell
import ImageD11.indexing
from xfab.symmetry import ROTATIONS, Umis
from ImageD11.nbGui.nb_utils import plot_grain_positions, plot_all_ipfs
import anri.crystal, anri.diffract, anri.geom, anri.fwd
start = time.time()
Constants#
[2]:
### BEAM
# Energies in eV
# https://xdb.lbl.gov/Section1/Table_1-2.pdf
k_alpha_1_eV = 24209.7
k_alpha_2_eV = 24002.0
def eV_to_wavelength_A(energy_eV):
# L = hc/E
# Must convert eV to Joules first
wavelength_A = (scipy.constants.h * scipy.constants.c)/(scipy.constants.e*energy_eV)*1e10
return wavelength_A
k_alpha_1_A = eV_to_wavelength_A(k_alpha_1_eV)
k_alpha_2_A = eV_to_wavelength_A(k_alpha_2_eV)
k_alpha_1_A, k_alpha_2_A
[2]:
(0.5121261247896515, 0.5165577803233076)
Crystallography#
We’ll start with HCP Ti
[3]:
struc = anri.crystal.Structure.from_cif("../../../tests/data/cif/Ti.cif")
struc.lattice_parameters
[3]:
(2.93573192, 2.93573192, 4.64085615, 90.0, 90.0, 120.0)
We generate some HKLs. This needs a single wavelength supplied to compute the \(2\theta\) angles for the reflections table, but it won’t be directly used here.
[4]:
struc.make_hkls(dsmax=1.0, wavelength=k_alpha_1_A)
struc.rings_table
[4]:
shape: (106, 7)
| h | k | l | tth | ds | intensity | ring_id |
|---|---|---|---|---|---|---|
| i64 | i64 | i64 | f64 | f64 | f64 | u32 |
| 1 | 0 | 0 | 11.560843 | 0.393326 | 260.787751 | 0 |
| -1 | 0 | 0 | 11.560843 | 0.393326 | 260.787751 | 0 |
| 0 | 1 | 0 | 11.560843 | 0.393326 | 260.787751 | 0 |
| 0 | -1 | 0 | 11.560843 | 0.393326 | 260.787751 | 0 |
| 1 | -1 | 0 | 11.560843 | 0.393326 | 260.787808 | 0 |
| … | … | … | … | … | … | … |
| -1 | 0 | -4 | 28.079839 | 0.947415 | 90.870043 | 11 |
| -1 | 0 | 4 | 28.079839 | 0.947415 | 90.870043 | 11 |
| 0 | 1 | 4 | 28.079839 | 0.947415 | 90.870043 | 11 |
| 0 | 1 | -4 | 28.079839 | 0.947415 | 90.870043 | 11 |
| 0 | -1 | 4 | 28.079839 | 0.947415 | 90.870043 | 11 |
Phantom sample#
Let’s define our phantom sample.
We define everything in the sample coordinate system (on top of the goniometer).
We’ll randomly generate some grains within a box.
[5]:
rng = 28 # chosen by fair dice roll, guaranteed to be random
key = jax.random.key(rng)
n_grains = 450
### Positions
sample_width = 1000.0
translations_sample = jax.random.uniform(key, shape=(n_grains,3,), minval=-sample_width/2, maxval=sample_width/2)
### Orientations
U_matrices = Rotation.random(n_grains, rng=rng).as_matrix()
UB_matrices = U_matrices @ struc.B
UBI_matrices = jnp.linalg.inv(UB_matrices)
### Volumes - just for visualisation purposes!
radii_sigma = 0.2
radii_mean = 100.0
radii = jax.random.lognormal(key, shape=(n_grains,), sigma=radii_sigma) * radii_mean
volumes = (4./3)*jnp.pi*(radii**3)
We can use ImageD11 to plot this phantom.
[6]:
ref_unitcell = ImageD11.unitcell.unitcell(struc.lattice_parameters, symmetry=struc.sgno)
grains = [ImageD11.grain.grain(UBI_matrices[i], translation=translations_sample[i]) for i in range(n_grains)]
for i, g in enumerate(grains):
g.ref_unitcell = ref_unitcell
g.intensity_info = f"mean = {volumes[i]}"
plot_grain_positions(grains, 'z', size_scaling=0.1)
plot_all_ipfs(grains)
Forward projection#
Now we can generate our scattering vectors and translate them into the lab frame, then into the detector.
This will yield centroids, which are arrays of
[slow, fast, omega] which represent the centre-of-mass positions of the peaks on the detector surface.We must define our goniometer and detector positions:
[7]:
### Goniometer
wedge = 0.0
chi = 0.0
y0 = 0.0
### Detector
y_center = 2048.0
z_center = 2048.0
y_size = 100.0
z_size = 100.0
tilt_x = 0.0
tilt_y = 0.0
tilt_z = 0.0
distance = 515e3
o11 = 1
o12 = 0
o21 = 0
o22 = 1
# not official parameters but useful for plotting later
det_size_s = 4096
det_size_f = 4096
# Get change-of-basis parameters to go from lab to detector space:
det_trans, beam_cen_shift, x_distance_shift = anri.geom.detector_transforms(
y_center,
y_size,
tilt_y,
z_center,
z_size,
tilt_z,
tilt_x,
distance,
o11,
o12,
o21,
o22
)
# Get detector unit vectors (slow, fast directions) in lab frame:
sc_lab, fc_lab, norm_lab = anri.geom.detector_basis_vectors_lab(det_trans, beam_cen_shift, x_distance_shift)
[8]:
# we get plus/minus Friedel pairs
# we also get boolean masks for validity - sometimes no solution exists for the Ewald condition, so we never see the peak.
# unit beam wavevector, lab frame
k_in_lab_hat = jnp.array([1., 0, 0,])
centroid_a1_p, valid_a1_p = anri.fwd.get_centroid_box_all(UBI_matrices, translations_sample,
struc.ringhkls_arr,
1.0, k_alpha_1_A, k_in_lab_hat, 0, 0,
wedge, chi,
sc_lab, fc_lab, norm_lab)
centroid_a1_m, valid_a1_m = anri.fwd.get_centroid_box_all(UBI_matrices, translations_sample,
struc.ringhkls_arr,
-1.0, k_alpha_1_A, k_in_lab_hat, 0, 0,
wedge, chi,
sc_lab, fc_lab, norm_lab)
centroid_a2_p, valid_a2_p = anri.fwd.get_centroid_box_all(UBI_matrices, translations_sample,
struc.ringhkls_arr,
1.0, k_alpha_2_A, k_in_lab_hat, 0, 0,
wedge, chi,
sc_lab, fc_lab, norm_lab)
centroid_a2_m, valid_a2_m = anri.fwd.get_centroid_box_all(UBI_matrices, translations_sample,
struc.ringhkls_arr,
-1.0, k_alpha_2_A, k_in_lab_hat, 0, 0,
wedge, chi,
sc_lab, fc_lab, norm_lab)
# join Friedel pairs into single datasets:
centroid_a1 = jnp.concatenate([centroid_a1_p[valid_a1_p], centroid_a1_m[valid_a1_m]])
centroid_a2 = jnp.concatenate([centroid_a2_p[valid_a2_p], centroid_a2_m[valid_a2_m]])
# flatten into (N, 3)
centroid_a1 = centroid_a1.reshape(-1, 3)
centroid_a2 = centroid_a2.reshape(-1, 3)
# mask to detector pixel range
m_a1 = (centroid_a1[:, 0] > 0) & (centroid_a1[:, 0] < det_size_s) & (centroid_a1[:, 1] > 0) & (centroid_a1[:, 1] < det_size_f)
m_a2 = (centroid_a2[:, 0] > 0) & (centroid_a2[:, 0] < det_size_s) & (centroid_a2[:, 1] > 0) & (centroid_a2[:, 1] < det_size_f)
centroid_a1 = centroid_a1[m_a1]
centroid_a2 = centroid_a2[m_a2]
[9]:
fig, axs = plt.subplots(1, 2, figsize=(12,20), constrained_layout=True)
axs[0].scatter(centroid_a1[:, 1], centroid_a1[:, 0], label=r'$K_{\alpha_{1}}$ peaks', s=2)
axs[0].scatter(centroid_a2[:, 1], centroid_a2[:, 0], label=r'$K_{\alpha_{2}}$ peaks', s=2)
axs[0].set_aspect(1)
axs[0].set(xlabel='Detector fast', ylabel='Detector slow', title='Whole detector view')
axs[0].legend(loc='upper right')
axs[1].scatter(centroid_a1[:, 1], centroid_a1[:, 0], label=r'$K_{\alpha_{1}}$ peaks', s=2)
axs[1].scatter(centroid_a2[:, 1], centroid_a2[:, 0], label=r'$K_{\alpha_{2}}$ peaks', s=2)
axs[1].set_aspect(1)
axs[1].set(xlabel='Detector fast', ylabel='Detector slow', xlim=(890, 940), ylim=(890, 940), title='Detail view')
axs[1].legend(loc='upper right')
plt.show()
Scattering vector identification#
With the peaks forward-projected onto the detector, we now ‘forget’ which wavelength each peak came from.
We compute scattering vectors in the sample frame for all peaks, twice, assuming each wavelength.
We also forget the origin of diffraction of each centroid.
[10]:
centroid = jnp.concatenate([centroid_a1, centroid_a2])
Simulating experimental error#
We now make a sensible effort to “spoil” the measured centroids to account for experimental errors.
This can be done more accurately (and will be in the future when we simulate intensity profiles on the detector) but to first order this should be a reasonable approach.
[11]:
def spoil_centroids(centroids, width_px, width_omega):
npks = centroids.shape[0]
px_error_vector = jax.random.uniform(key, shape=(npks,2), minval=-width_px/2, maxval=width_px/2)
omega_error_vector = jax.random.uniform(key, shape=(npks,), minval=-width_omega/2, maxval=width_omega/2)
error_vector = jnp.column_stack((px_error_vector, omega_error_vector))
centroids = centroids + error_vector
return centroids
ostep = 0.1 # realistic omega step
centroid_with_error = spoil_centroids(centroid, 1.0, ostep)
[12]:
fig, axs = plt.subplots(1, 2, figsize=(12,20), constrained_layout=True)
axs[0].scatter(centroid[:, 1], centroid[:, 0], label=r'Peaks without error')
axs[0].scatter(centroid_with_error[:, 1], centroid_with_error[:, 0], s=10, label=r'Peaks with error')
axs[0].set_aspect(1)
axs[0].set(xlabel='Detector fast', ylabel='Detector slow', title='Whole detector view')
axs[0].legend(loc='upper right')
axs[1].scatter(centroid[:, 1], centroid[:, 0], label=r'Peaks without error')
axs[1].scatter(centroid_with_error[:, 1], centroid_with_error[:, 0], s=10, label=r'Peaks with error')
axs[1].set_aspect(1)
axs[1].set(xlabel='Detector fast', ylabel='Detector slow', xlim=(890, 940), ylim=(890, 940), title='Detail view')
axs[1].legend(loc='upper right')
plt.show()
Backward projection#
We can now project backwards from detector space to scattering vectors in sample space \(\mathbf{g_s}\)
[13]:
# All these primitive functions are written for single vectors
# We write the overall function for a single vector, then vmap it over many vectors for speed:
@jax.jit
def detector_to_q(slow, fast, omega, wavelength, k_in_lab_hat, origin_sample):
# peak vector in lab frame
peak_lab = anri.geom.det_to_lab(slow, fast, det_trans, beam_cen_shift, x_distance_shift)
# rotate origin into sample frame
origin_lab = anri.geom.sample_to_lab(origin_sample, omega, wedge, chi, 0.0, 0.0)
# convert peak vector to k_out, subtracts off the origin
k_out_lab_norm = anri.diffract.peak_lab_to_k_out(peak_lab, origin_lab, wavelength)
# normalise k_in by wavelength
k_in_lab_norm = anri.diffract.scale_norm_k(k_in_lab_hat, wavelength)
# simply q = k_out - k_in
q_lab = anri.diffract.k_to_q_lab(k_in_lab_norm, k_out_lab_norm)
# rotate into sample frame
q_sample = anri.geom.lab_to_sample(q_lab, omega, wedge, chi, 0.0, 0.0)
return q_sample
# the vmap operation
detector_to_q_vec = jax.vmap(detector_to_q, in_axes=(0, 0, 0, 0, 0, None))
[14]:
# Compute scattering vectors for all peaks assuming each wavelength
kvecs = jnp.broadcast_to(k_in_lab_hat, centroid_with_error.shape)
wavelengths_a1 = jnp.full(centroid_with_error.shape[0], k_alpha_1_A)
wavelengths_a2 = jnp.full(centroid_with_error.shape[0], k_alpha_2_A)
q_sample_a1 = detector_to_q_vec(centroid_with_error[:, 0], centroid_with_error[:, 1], centroid_with_error[:, 2], wavelengths_a1, kvecs, jnp.array([0., 0., 0.]))
q_sample_a2 = detector_to_q_vec(centroid_with_error[:, 0], centroid_with_error[:, 1], centroid_with_error[:, 2], wavelengths_a2, kvecs, jnp.array([0., 0., 0.]))
k-d tree search#
We now construct a k-d tree in sample space.
The idea is that half of the observed scattering vectors will be correctly computed with \(\lambda = K_{\alpha_{1}}\), and the other half will be correctly computed with \(\lambda = K_{\alpha_{2}}\).
As these duplicated scattering vectors come from a single set of reciprocal lattice points, the two datasets should ‘overlap’ if and only if the wavelength was correctly chosen for a given scattering vector. We look for ‘overlapping’ (i.e. duplicate) scattering vectors in sample space using a k-d tree.
In practice, we first do this via a sparse distance matrix with a large distance tolerance, to determine where the sensible cutoff should be:
[15]:
kd_a2 = scipy.spatial.cKDTree(q_sample_a2)
# Find the pairs
distances, indices = kd_a2.query(q_sample_a1, k=1, distance_upper_bound=0.03)
valid_mask = jnp.isfinite(distances)
valid_distances = distances[valid_mask]
fig, ax = plt.subplots()
ax.hist(valid_distances, bins=100)
ax.set(xlabel='Distance in g-vector space', ylabel='Count', title='Histogram of g-vector neighbour distances')
plt.show()
We can perhaps discern that a sensible cutoff would be 0.0015 to get the first spike
[16]:
# Find the pairs
distances, indices = kd_a2.query(q_sample_a1, k=1, distance_upper_bound=0.0015)
valid_mask = jnp.isfinite(distances)
valid_distances = distances[valid_mask]
fig, ax = plt.subplots()
ax.hist(valid_distances, bins=100)
ax.set(xlabel='Distance in g-vector space', ylabel='Count', title='Histogram of g-vector neighbour distances')
plt.show()
Now we need to average or combine our observations of the g-vectors.
We have three sources of g-vectors we can possibly index:
G-vectors only from \(K_{\alpha_{1}}\)
G-vectors only from \(K_{\alpha_{2}}\)
Averaged/combined observations of both
[17]:
mask_a1 = valid_mask
mask_a2 = indices[mask_a1]
q_sample_a1_paired = q_sample_a1[mask_a1]
q_sample_a2_paired = q_sample_a2[mask_a2]
# concatenate
q_sample_cat = jnp.concatenate((q_sample_a1_paired, q_sample_a2_paired))
We can confirm that the deduplication succeeded by masking the centroids array in the same way:
[18]:
fig, axs = plt.subplots(1, 2, figsize=(12,20), constrained_layout=True)
axs[0].scatter(centroid_with_error[:, 1], centroid_with_error[:, 0], s=50, label=r'$K_{\alpha_{1}}$ and $K_{\alpha_{1}}$ peaks')
axs[0].scatter(centroid_with_error[:, 1][mask_a1], centroid_with_error[:, 0][mask_a1], s=10, label=r'Deduplicated peaks')
axs[0].set_aspect(1)
axs[0].set(xlabel='Detector fast', ylabel='Detector slow', title='Whole detector view')
axs[0].legend(loc='upper right')
axs[1].scatter(centroid_with_error[:, 1], centroid_with_error[:, 0], s=50, label=r'$K_{\alpha_{1}}$ and $K_{\alpha_{1}}$ peaks')
axs[1].scatter(centroid_with_error[:, 1][mask_a1], centroid_with_error[:, 0][mask_a1], s=10, label=r'Deduplicated peaks')
axs[1].set_aspect(1)
axs[1].set(xlabel='Detector fast', ylabel='Detector slow', xlim=(890, 940), ylim=(890, 940), title='Detail view')
axs[1].legend(loc='upper right')
plt.show()
Indexing the recovered scattering vectors#
Just \(K_{\alpha_{1}}\)#
[19]:
# make an indexer
idx_a1 = ImageD11.indexing.indexer(unitcell=ref_unitcell, gv=q_sample_a1_paired, minpks=80)
idx_a1.ds_tol = 0.005
idx_a1.assigntorings()
idx_a1.hkl_tol = 0.02
idx_a1.cosine_tol = 0.002
idx_a1.score_all_pairs()
idx_a1.saveubis('grains_found_a1.ubi')
info: gv: Array(shape=(55707, 3), dtype=float64) (55707, 3) float64
info: Assign to rings, maximum d-spacing considered: 0.949511
info: Ring assignment array shape (55707,)
info: Ring ( h, k, l) Mult total indexed to_index ubis peaks_per_ubi tth
info: Ring 11 ( -1, 0, -4) 12 646 0 646 N/A N/A -56.55
info: Ring 10 ( 0, -2, -2) 12 1836 0 1836 N/A N/A -53.29
info: Ring 9 ( 0, 0, -4) 2 443 0 443 N/A N/A -51.06
info: Ring 8 ( -2, 0, -1) 12 4338 0 4338 N/A N/A -48.14
info: Ring 7 ( -2, 1, -2) 12 4710 0 4710 N/A N/A -47.54
info: Ring 6 ( -2, 0, 0) 6 2761 0 2761 N/A N/A -46.32
info: Ring 5 ( 0, -1, -3) 12 7074 0 7074 N/A N/A -44.46
info: Ring 4 ( -1, -1, 0) 6 5292 0 5292 N/A N/A -39.83
info: Ring 3 ( 0, -1, -2) 12 10693 0 10693 N/A N/A -33.92
info: Ring 2 ( 0, -1, -1) 12 10748 0 10748 N/A N/A -25.92
info: Ring 1 ( 0, 0, -2) 2 1792 0 1792 N/A N/A -24.89
info: Ring 0 ( 0, -1, 0) 6 5374 0 5374 N/A N/A -22.68
info: Using only those peaks which are assigned to rings for scoring trial matrices
info: Shape of scoring matrix (55707, 3)
info: Assign to rings, maximum d-spacing considered: 0.949511
info: Ring assignment array shape (55707,)
info: Ring ( h, k, l) Mult total indexed to_index ubis peaks_per_ubi tth
info: Ring 11 ( -1, 0, -4) 12 646 0 646 N/A N/A -56.55
info: Ring 10 ( 0, -2, -2) 12 1836 0 1836 N/A N/A -53.29
info: Ring 9 ( 0, 0, -4) 2 443 0 443 N/A N/A -51.06
info: Ring 8 ( -2, 0, -1) 12 4338 0 4338 N/A N/A -48.14
info: Ring 7 ( -2, 1, -2) 12 4710 0 4710 N/A N/A -47.54
info: Ring 6 ( -2, 0, 0) 6 2761 0 2761 N/A N/A -46.32
info: Ring 5 ( 0, -1, -3) 12 7074 0 7074 N/A N/A -44.46
info: Ring 4 ( -1, -1, 0) 6 5292 0 5292 N/A N/A -39.83
info: Ring 3 ( 0, -1, -2) 12 10693 0 10693 N/A N/A -33.92
info: Ring 2 ( 0, -1, -1) 12 10748 0 10748 N/A N/A -25.92
info: Ring 1 ( 0, 0, -2) 2 1792 0 1792 N/A N/A -24.89
info: Ring 0 ( 0, -1, 0) 6 5374 0 5374 N/A N/A -22.68
info: Using only those peaks which are assigned to rings for scoring trial matrices
info: Shape of scoring matrix (55707, 3)
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -4), (0, 0, 4)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 443
info: Number of peaks in ring 2: 443
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000749 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 1792
info: Number of peaks in ring 2: 443
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.002881 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -4), (0, 0, 4)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 443
info: Number of peaks in ring 2: 1792
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.001388 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 1792
info: Number of peaks in ring 2: 1792
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.005594 /s
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 2761
info: Number of peaks in ring 2: 443
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1418
info: Time taken 0.005189 /s
info: Scoring 1418 potential orientations
info: new grain 147 pks, i 49697 j 26602 UBI -1.715655 -1.061367 2.134550 -0.236590 2.809408 -0.810360 -3.197177 -1.180224 -3.151442
info: new grain 140 pks, i 49695 j 54448 UBI -0.750414 2.012492 2.000369 -2.082531 -1.485261 -1.441851 0.042974 -3.264625 3.299403
info: new grain 120 pks, i 49683 j 54334 UBI 1.602175 1.645941 -1.827824 0.315465 -2.918825 0.005874 -3.311704 -0.364271 -3.230632
info: new grain 149 pks, i 49682 j 26597 UBI 0.405424 2.225526 1.869542 -2.720615 -0.884217 -0.659934 0.115736 -2.995622 3.543175
info: new grain 147 pks, i 49671 j 54265 UBI 2.153973 -0.452460 1.943627 -0.413924 2.675430 -1.135765 -2.912492 1.019211 3.464610
info: new grain 135 pks, i 49670 j 54438 UBI -1.274075 1.585897 -2.116470 2.513461 0.916540 1.208427 2.397032 -2.349531 -3.206618
info: new grain 144 pks, i 49666 j 26590 UBI -2.207633 1.705239 0.915107 2.705593 0.407991 1.062094 0.893474 2.997105 -3.428496
info: new grain 151 pks, i 49661 j 54324 UBI 1.412739 1.954276 -1.674496 0.406824 -2.874773 -0.436337 -3.522426 -0.041314 -3.021709
info: new grain 135 pks, i 49658 j 54433 UBI -1.610925 2.451036 0.086660 -0.572907 -2.198742 1.860310 2.954275 1.829945 3.075724
info: new grain 128 pks, i 49656 j 26475 UBI -0.568494 -2.844902 -0.449628 -1.501614 2.047955 -1.473232 3.178335 -0.101727 -3.380290
info: new grain 138 pks, i 49655 j 26584 UBI 2.656141 0.016523 1.251612 -2.109476 1.772155 1.012796 -1.369084 -3.314483 2.945466
info: new grain 154 pks, i 49654 j 54430 UBI -2.034808 -2.072159 0.425834 2.346725 0.136845 1.758995 -2.305870 2.844752 2.852086
info: new grain 138 pks, i 49653 j 54429 UBI 0.537609 -2.864996 -0.349723 1.322305 1.964098 -1.734813 3.520315 0.290275 3.011182
info: new grain 140 pks, i 49648 j 26471 UBI 0.224863 -2.276855 -1.840351 -2.268879 1.849307 -0.222862 2.431781 2.627661 -2.953016
info: new grain 146 pks, i 49640 j 54425 UBI -1.408480 -2.252017 -1.249161 2.873260 0.373637 -0.466964 0.944123 -2.640124 3.698617
info: new grain 134 pks, i 49639 j 54424 UBI 1.055876 -1.945904 1.926981 1.824329 1.847660 -1.368008 -0.559231 3.085701 3.422486
info: new grain 133 pks, i 49636 j 26464 UBI -0.666670 2.290984 1.708903 -1.056861 -2.664979 0.637828 3.740158 -0.859777 2.609138
info: new grain 154 pks, i 49635 j 54309 UBI 0.158626 2.866476 -0.612294 1.931753 -1.862979 -1.187894 -2.824352 -0.618777 -3.631751
info: new grain 141 pks, i 49632 j 54418 UBI -1.031922 1.874062 2.010203 2.884807 -0.152678 -0.519319 -0.411073 3.276192 -3.262815
info: new grain 139 pks, i 49629 j 26460 UBI 2.039303 0.185878 2.102596 -0.841540 2.413549 -1.446129 -3.319879 0.734105 3.157263
info: new grain 137 pks, i 49627 j 54416 UBI 1.498522 1.105434 -2.269922 -2.742535 0.901188 0.526652 1.634438 3.382052 2.726516
info: new grain 132 pks, i 49626 j 54415 UBI -0.893748 1.699789 2.219838 2.834277 -0.052659 -0.759417 -0.730670 3.493201 -2.970279
info: new grain 128 pks, i 49625 j 26567 UBI 2.645261 1.256585 0.206186 -0.787098 -2.085897 1.910313 1.759886 -3.243059 -2.814792
info: new grain 131 pks, i 49622 j 54412 UBI -2.422036 0.637278 -1.532926 2.573424 1.195963 -0.754499 0.840683 -3.587184 -2.820697
info: new grain 136 pks, i 49619 j 26453 UBI 1.223157 -1.640566 2.103987 -2.283715 -1.034609 -1.528839 2.913906 -1.825680 -3.117712
info: new grain 149 pks, i 49618 j 54298 UBI 1.643146 0.620370 2.351520 -2.009180 1.924879 -0.937578 -3.179687 -1.980365 2.741328
info: new grain 140 pks, i 49613 j 54407 UBI -1.227933 1.568356 2.156668 2.922311 -0.100375 -0.262678 -0.121508 3.717899 -2.775284
info: new grain 120 pks, i 49606 j 54402 UBI 1.239363 -1.923282 -1.840235 -2.914539 0.353138 0.010899 0.391398 3.325963 -3.212463
info: new grain 136 pks, i 49605 j 26554 UBI 2.766318 0.274434 0.942457 -1.855439 -1.795561 1.397473 1.289984 -3.491152 -2.773533
info: new grain 140 pks, i 49601 j 26441 UBI 0.892213 -2.410822 -1.418823 0.791642 2.652784 -0.975795 3.799734 -0.156479 2.657029
info: new grain 134 pks, i 49596 j 54395 UBI 2.046354 1.905362 -0.891737 -2.499285 -0.280595 -1.512155 -1.949136 3.311277 2.605574
info: new grain 126 pks, i 49595 j 54283 UBI 1.248962 1.247252 2.346429 1.398511 -2.139000 -1.443350 2.000811 3.162749 -2.744891
info: new grain 131 pks, i 49592 j 26436 UBI -2.910657 0.281714 -0.253579 1.774358 1.242789 -1.982882 -0.151649 -3.868498 -2.559317
info: new grain 147 pks, i 49590 j 54393 UBI -0.745549 2.343085 1.603876 2.714999 -1.101488 0.187058 1.370393 2.790410 -3.445314
info: new grain 82 pks, i 49575 j 54252 UBI 2.545921 -1.473579 0.005567 -2.033326 -0.562321 2.032179 -1.860692 -3.241079 -2.755643
info: new grain 135 pks, i 49567 j 54274 UBI 0.189284 2.035236 2.106443 2.229458 -1.854962 -0.454336 1.854577 2.974307 -3.042716
info: new grain 133 pks, i 49566 j 54273 UBI 2.499732 -0.894449 -1.253935 -2.552621 -1.217799 -0.783242 -0.513596 3.207693 -3.315438
info: new grain 128 pks, i 49563 j 26537 UBI 1.666614 2.147764 1.108706 0.013683 -2.659369 1.243511 3.493781 -1.278884 -2.774014
info: new grain 131 pks, i 49558 j 26535 UBI -2.010025 0.188397 -2.131407 0.285538 -2.487261 1.534225 -3.115457 1.539354 3.075874
info: new grain 130 pks, i 49556 j 26422 UBI 1.189034 1.573791 2.174713 1.120657 -2.622787 -0.695893 2.865479 2.028764 -3.034375
info: new grain 139 pks, i 49555 j 26421 UBI -1.546150 -1.256996 2.157337 -0.643838 2.728962 -0.870577 -2.977078 -1.699320 -3.126130
info: new grain 128 pks, i 49554 j 26420 UBI 2.030384 1.305730 -1.670885 -2.782343 0.934966 -0.069466 0.916486 2.980497 3.438559
info: new grain 140 pks, i 49548 j 54262 UBI 1.878842 1.784042 1.379813 -0.481280 -2.706500 1.030485 3.469300 -1.617244 -2.626998
info: new grain 151 pks, i 49546 j 26415 UBI -1.677211 -2.164668 -1.064589 2.561748 0.640528 -1.281780 2.145339 -3.031938 2.780948
info: new grain 132 pks, i 49543 j 26524 UBI -1.253506 -2.022744 -1.720064 2.925353 0.193373 0.147222 0.020543 -3.014605 3.528938
info: new grain 129 pks, i 49539 j 54369 UBI 1.656661 -2.400653 0.339447 -2.161252 0.571294 1.901934 -2.959658 -2.415586 -2.633989
info: new grain 136 pks, i 49526 j 26407 UBI 1.808699 1.917551 1.289782 -2.875379 0.082555 0.575435 0.622022 -2.953309 3.528109
info: new grain 161 pks, i 49523 j 54363 UBI -0.196128 -2.111152 -2.030071 -2.369538 1.585861 0.706501 1.074285 3.076212 -3.304269
info: new grain 148 pks, i 49517 j 54359 UBI -0.128752 -2.242180 -1.888443 2.561895 1.341303 0.514208 0.852480 -2.966349 3.465641
info: new grain 124 pks, i 49514 j 26511 UBI -0.082144 1.793194 -2.322562 -2.368502 -1.578447 0.720594 -1.475595 3.457361 2.721790
info: new grain 131 pks, i 49511 j 26399 UBI 0.071839 -1.899196 -2.237752 2.352656 1.649962 0.599451 1.587688 -3.297710 2.851512
info: new grain 143 pks, i 49510 j 54244 UBI -1.690795 -1.481779 -1.888832 -0.380897 2.890074 0.361136 3.060198 0.830105 -3.387828
info: new grain 139 pks, i 49508 j 26397 UBI 1.785863 0.915053 -2.142369 0.898212 -2.074266 1.874043 -1.699087 -3.275365 -2.814005
info: new grain 144 pks, i 49507 j 26396 UBI -1.536303 -1.723748 1.812638 -1.267213 2.355140 -1.211217 -1.356898 -2.584891 -3.607585
info: new grain 145 pks, i 49506 j 26395 UBI -0.312381 -2.211591 1.906153 -2.353911 1.503981 -0.901973 -0.543041 -2.964491 -3.528813
info: new grain 134 pks, i 49505 j 54240 UBI -0.155036 -1.815425 2.300919 -2.273725 0.231850 -1.844496 1.750530 -3.427675 -2.591620
info: new grain 143 pks, i 49502 j 54238 UBI -0.722062 2.807303 0.467384 1.947456 -1.326176 1.751376 3.443065 1.354162 -2.801733
info: new grain 141 pks, i 49494 j 54236 UBI 0.266105 -2.397347 -1.674984 1.883338 2.229102 -0.317742 2.794720 -1.908743 3.175313
info: new grain 133 pks, i 49491 j 54235 UBI 1.725030 -1.610307 1.746302 0.905314 2.629893 -0.937190 -1.916762 1.989584 3.730575
info: new grain 133 pks, i 49490 j 26388 UBI 0.650784 2.645681 -1.095523 -2.506918 -1.326660 -0.757395 -2.148447 2.013421 3.586586
info: new grain 150 pks, i 49485 j 54344 UBI 1.366040 1.880283 1.792375 -2.625403 0.685779 -1.120487 -2.074994 -1.978620 3.650270
info: new grain 150 pks, i 49481 j 26385 UBI 1.944900 0.191273 -2.191479 -1.463940 -2.504533 0.448331 -3.357895 1.453379 -2.854248
info: new grain 144 pks, i 49478 j 26384 UBI -0.195394 2.069610 -2.072651 2.521233 -0.386165 1.457208 1.375676 -3.068877 -3.195026
info: new grain 122 pks, i 49464 j 26405 UBI -1.655683 2.006673 1.361618 2.923200 0.084062 0.265540 0.255816 2.741151 -3.736859
info: new grain 140 pks, i 49455 j 26600 UBI -1.784906 -2.245733 0.626994 -0.336793 2.570968 1.375494 -2.923680 1.394958 -3.323255
info: new grain 148 pks, i 49446 j 26485 UBI 0.512617 -2.294895 -1.757358 -2.693414 0.450289 1.083107 -1.053544 2.598638 -3.697383
info: new grain 122 pks, i 49419 j 26550 UBI 0.532520 2.163538 1.907078 -2.412533 -1.650945 0.291650 2.353075 -2.954193 2.696808
info: new grain 142 pks, i 49401 j 26572 UBI -2.370861 1.355194 1.076814 2.679871 0.794460 0.899325 0.226633 3.120369 -3.427662
info: new grain 131 pks, i 49376 j 54292 UBI 1.756876 1.031054 2.113730 0.962945 -2.097215 -1.814492 1.593821 3.245066 -2.909225
info: new grain 135 pks, i 49366 j 26549 UBI 2.617614 -1.289106 -0.323380 -2.341242 -1.049958 -1.428697 0.934366 2.795075 -3.584250
info: new grain 132 pks, i 49341 j 54389 UBI -2.241765 1.236978 -1.435165 2.749368 0.868261 -0.546417 0.356228 -3.218137 -3.327202
info: new grain 140 pks, i 49313 j 26414 UBI 2.715735 1.073356 0.297892 -1.006057 -1.996784 1.902933 1.640192 -3.397788 -2.701849
info: new grain 149 pks, i 49236 j 26603 UBI -1.460687 2.479196 0.580427 2.647794 -0.451667 1.182623 1.985703 2.028710 -3.670527
info: new grain 144 pks, i 49226 j 26599 UBI -2.401474 1.250969 1.133500 2.606390 0.389667 1.292690 0.730461 3.768913 -2.608578
info: new grain 138 pks, i 49219 j 54330 UBI -1.680402 -1.262220 -2.048691 -0.438437 2.810724 0.730317 3.001865 1.320312 -3.281823
info: new grain 132 pks, i 49218 j 54329 UBI -1.915013 1.086716 1.943778 0.965507 -2.759443 0.274031 3.521025 1.494081 2.628319
info: new grain 134 pks, i 49209 j 54439 UBI 1.999311 1.358078 -1.665640 -0.634105 -2.826028 -0.479514 -3.332450 1.252059 -2.977610
info: new grain 129 pks, i 49197 j 26479 UBI -0.726566 2.135989 1.877023 2.823304 -0.502160 -0.630604 -0.250459 3.010979 -3.523334
info: new grain 133 pks, i 49196 j 54434 UBI -1.711802 -1.270075 2.017705 1.493750 -1.655938 -1.909810 3.584074 -0.158771 2.943083
info: new grain 135 pks, i 49187 j 54427 UBI -0.019338 2.291125 -1.835788 -2.527242 -1.054842 1.059420 0.306328 2.896870 3.612355
info: new grain 133 pks, i 49186 j 54315 UBI 0.731737 2.349557 -1.602424 1.652996 -2.424200 -0.107887 -2.572573 -1.598665 -3.515928
info: new grain 141 pks, i 49166 j 54411 UBI 0.955690 1.884950 2.037435 -2.741426 -1.042891 0.135582 1.481623 -3.552449 2.592124
info: new grain 116 pks, i 49155 j 54406 UBI -0.602803 2.115423 1.944157 -1.584851 -2.471449 -0.018847 2.962546 -1.922273 3.010556
info: new grain 145 pks, i 49152 j 26557 UBI 1.735332 2.317426 -0.489069 0.465509 -2.512610 -1.445130 -2.843319 1.419000 -3.380733
info: new grain 139 pks, i 49145 j 26443 UBI 1.735688 -0.850861 -2.209568 -0.074099 2.822639 0.804874 3.449790 -0.766169 3.006873
info: new grain 150 pks, i 49123 j 26544 UBI -2.347727 1.168316 1.322217 2.698792 0.615256 0.981920 0.206369 3.649288 -2.857521
info: new grain 132 pks, i 49118 j 26432 UBI -0.791083 2.787483 0.471484 -1.230772 -2.158905 1.562669 3.340940 0.408960 3.195409
info: new grain 141 pks, i 49100 j 54383 UBI -1.962178 -1.478063 1.608689 2.862645 -0.244771 0.591782 -0.298201 3.586573 2.931530
info: new grain 148 pks, i 49088 j 54264 UBI -2.230305 -0.622122 -1.802334 1.918294 -2.097110 0.738912 -2.636459 -1.121833 3.651091
info: new grain 138 pks, i 49086 j 26528 UBI 2.120176 -1.417804 -1.454662 -0.273131 2.909635 -0.271254 2.873023 0.605285 3.595059
info: new grain 138 pks, i 49077 j 54370 UBI 2.392089 0.185383 1.691509 -1.762555 -2.339793 0.199368 2.483360 -2.150321 -3.278460
info: new grain 142 pks, i 49065 j 54367 UBI 1.139213 -2.619277 0.681460 -2.298182 1.036702 1.502974 -2.886235 -2.039093 -3.008238
info: new grain 136 pks, i 49051 j 26513 UBI -2.336037 -0.363985 1.740464 1.836505 2.244655 0.457092 -2.532824 2.652047 -2.844931
info: new grain 132 pks, i 49032 j 54351 UBI 1.176437 -2.241822 1.484836 0.422936 2.754517 0.922661 -3.830955 -0.283800 2.605752
info: new grain 147 pks, i 49029 j 54237 UBI -1.367672 -1.564784 2.073919 2.223920 -1.185145 -1.507031 2.993895 1.583787 3.171917
info: new grain 142 pks, i 49015 j 54233 UBI 1.686746 1.798136 -1.595962 -2.906081 0.406228 0.088266 0.502316 2.787557 3.675226
info: new grain 124 pks, i 49007 j 26495 UBI -0.911548 -1.985190 1.963391 2.797620 0.886020 -0.000650 -1.081094 3.414815 2.950939
info: new grain 152 pks, i 48984 j 54332 UBI 0.758607 -2.161934 1.837144 1.753571 2.330607 -0.327933 -2.219976 2.159057 3.457095
info: new grain 146 pks, i 48711 j 26466 UBI -2.675551 -0.226912 1.186066 1.934814 1.916569 1.097271 -1.565046 3.251433 -2.917600
info: new grain 129 pks, i 48709 j 54422 UBI -1.101788 -2.051686 -1.788973 2.459387 -0.536459 1.509005 -2.519968 -1.704075 3.504407
info: Number of orientations with more than 80 peaks is 100
info: Time taken 0.080/s
info: UBI for best fitting
[[-0.19612815 -2.11115162 -2.03007129]
[-2.36953788 1.58586051 0.70650074]
[ 1.07428534 3.07621204 -3.30426943]]
info: Unit cell: (2.935407441460365, 2.9374830387594244, 4.640621291969873, 90.00666380621095, 89.98799199628318, 120.04720595190267)
info: Indexes 161 peaks, with <drlv2>=0.007571
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 42251
info: Tried r1=6 r2=9 attempt 1 of 144, got 100 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -4), (0, 0, 4)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 48
info: Number of peaks in ring 2: 1976
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 48
info: Time taken 0.000202 /s
info: Scoring 48 potential orientations
info: new grain 130 pks, i 54413 j 21323 UBI -0.184716 2.676419 -1.192011 2.132146 -1.836136 -0.836822 -2.753635 -1.677600 -3.338058
info: new grain 141 pks, i 54399 j 48672 UBI 0.372526 2.277458 1.813345 2.309682 -1.619699 -0.816866 0.667868 2.792118 -3.646234
info: new grain 142 pks, i 54388 j 49112 UBI -2.680083 -0.506617 -1.083719 1.490663 2.390526 -0.826237 1.871972 -2.382258 -3.516716
info: new grain 147 pks, i 54387 j 20801 UBI 2.321367 1.383715 -1.144953 -2.631775 0.241100 -1.279630 -0.929331 3.724042 2.612179
info: new grain 137 pks, i 54381 j 48640 UBI 1.751738 -1.567644 1.759940 -2.875191 -0.586876 -0.112017 0.750526 -3.020655 -3.440805
info: new grain 137 pks, i 54368 j 48396 UBI -2.164053 -0.848246 -1.793634 1.646177 -2.011161 1.366381 -2.960656 0.003457 3.571507
info: new grain 128 pks, i 54366 j 48613 UBI -1.586179 -1.775513 1.718509 2.898785 -0.392579 -0.237729 0.680725 2.861354 3.589644
info: new grain 133 pks, i 54362 j 21208 UBI -0.490340 -2.519818 1.424378 -1.859040 2.250334 0.313328 -2.483974 -1.553377 -3.600430
info: new grain 141 pks, i 54361 j 20751 UBI -0.373482 -2.861779 -0.535638 -1.842872 1.963892 -1.167166 2.732366 0.341559 -3.736936
info: new grain 137 pks, i 54294 j 20616 UBI -1.680957 2.329689 0.612459 2.580035 -0.346610 1.356872 2.097020 2.400695 -3.372254
info: Number of orientations with more than 80 peaks is 110
info: Time taken 0.009/s
info: UBI for best fitting
[[-0.19612815 -2.11115162 -2.03007129]
[-2.36953788 1.58586051 0.70650074]
[ 1.07428534 3.07621204 -3.30426943]]
info: Unit cell: (2.935407441460365, 2.9374830387594244, 4.640621291969873, 90.00666380621095, 89.98799199628318, 120.04720595190267)
info: Indexes 161 peaks, with <drlv2>=0.007571
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 40937
info: Tried r1=9 r2=6 attempt 2 of 144, got 110 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 3944
info: Number of peaks in ring 2: 10
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 74
info: Time taken 0.004997 /s
info: Scoring 74 potential orientations
info: new grain 128 pks, i 44638 j 54408 UBI 1.928679 1.448610 1.674609 0.918235 -2.160345 -1.762593 0.663419 3.069334 -3.417081
info: new grain 131 pks, i 44572 j 26545 UBI 2.305823 -0.099741 -1.812747 -0.593782 -2.284661 1.748057 -2.679665 -1.840735 -3.310463
info: new grain 141 pks, i 44345 j 54340 UBI 1.759844 -2.274411 0.591201 0.949529 2.184909 -1.713364 1.620902 2.225261 3.739061
info: Number of orientations with more than 80 peaks is 113
info: Time taken 0.004/s
info: UBI for best fitting
[[-0.19612815 -2.11115162 -2.03007129]
[-2.36953788 1.58586051 0.70650074]
[ 1.07428534 3.07621204 -3.30426943]]
info: Unit cell: (2.935407441460365, 2.9374830387594244, 4.640621291969873, 90.00666380621095, 89.98799199628318, 120.04720595190267)
info: Indexes 161 peaks, with <drlv2>=0.007571
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 40563
info: Tried r1=4 r2=9 attempt 3 of 144, got 113 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 1340
info: Number of peaks in ring 2: 1888
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1171
info: Time taken 0.004943 /s
info: Scoring 1171 potential orientations
info: new grain 150 pks, i 31422 j 20918 UBI -0.902272 0.751963 2.689820 -1.471648 -2.030105 -1.526070 2.682094 -3.318776 1.826870
info: new grain 149 pks, i 31418 j 49471 UBI 0.773718 -2.824928 0.202952 0.161986 1.739341 2.359148 -4.364650 -1.111345 1.117700
info: new grain 144 pks, i 31417 j 21857 UBI 1.433583 0.384379 2.533515 1.433976 -0.988766 -2.362424 0.994836 4.364673 -1.224473
info: new grain 137 pks, i 31413 j 48759 UBI 2.343035 1.749242 -0.251390 -1.410787 -0.206001 2.567086 2.763179 -3.520024 1.234920
info: new grain 137 pks, i 31411 j 49699 UBI -0.957399 1.578478 2.281336 -1.395032 0.151256 -2.579043 -2.745421 -3.517820 1.280444
info: new grain 140 pks, i 31409 j 21620 UBI -0.478436 -0.686929 2.813831 -2.191514 1.047131 -1.648709 -1.131970 -4.325183 -1.248082
info: new grain 143 pks, i 31407 j 48999 UBI 2.385889 -0.879224 1.467011 -1.689216 2.142192 1.089781 -2.548355 -3.157776 2.249390
info: new grain 146 pks, i 31406 j 21152 UBI 0.079136 2.914939 0.334283 0.491093 -1.189052 -2.639444 -4.537080 0.234065 -0.949929
info: new grain 132 pks, i 31404 j 48997 UBI -2.577857 1.401303 0.091419 1.607490 0.042896 -2.455730 -2.142848 -3.846050 -1.469796
info: new grain 130 pks, i 31403 j 48753 UBI 0.954840 1.323805 -2.440225 -0.225337 1.518778 2.502397 4.364773 -1.143382 1.086489
info: new grain 132 pks, i 31402 j 21846 UBI 2.784483 -0.932765 0.024951 -1.260770 0.923082 2.484398 -1.454303 -4.320732 0.867520
info: new grain 124 pks, i 31401 j 21150 UBI 2.327125 -1.781590 0.182307 -1.010902 0.828512 -2.628046 2.818155 3.686453 0.078660
info: new grain 129 pks, i 31399 j 48995 UBI 1.132741 -2.676042 0.419844 -0.728897 1.663957 2.306591 -4.270978 -1.813793 -0.041877
info: new grain 137 pks, i 31398 j 21385 UBI -2.665602 -0.747078 -0.974968 1.873686 1.398779 -1.774958 1.674731 -4.079993 -1.451195
info: new grain 137 pks, i 31396 j 21843 UBI 2.731914 -0.110090 -1.073338 -2.287215 0.225244 -1.824730 0.275508 4.628407 0.227555
info: new grain 132 pks, i 31393 j 21842 UBI -0.497690 0.856779 2.764656 -1.684626 1.016376 -2.177462 -2.906779 -3.569639 0.583182
info: new grain 132 pks, i 31389 j 20900 UBI -0.737540 -0.901802 2.695259 -1.943385 -0.184822 -2.193631 1.537762 -4.260058 -1.004016
info: new grain 133 pks, i 31388 j 21381 UBI -1.993019 -1.709819 -1.313006 -0.443370 2.895067 0.183350 2.170233 0.589724 -4.060276
info: new grain 138 pks, i 31384 j 21840 UBI 1.803060 -2.119466 -0.936837 -1.570466 1.553680 -1.934297 3.454950 3.081325 -0.327136
info: new grain 168 pks, i 31383 j 21839 UBI -0.288511 -1.783484 -2.313854 1.128826 -1.024125 2.508903 -4.253817 -1.170189 1.434780
info: new grain 142 pks, i 31382 j 49222 UBI -2.086084 2.065122 0.084644 1.110040 -0.859454 -2.577205 -3.265403 -3.282682 -0.318404
info: new grain 130 pks, i 31376 j 20895 UBI 0.763075 2.679309 -0.931283 0.731803 -2.365612 -1.574767 -3.994414 0.322792 -2.340293
info: new grain 134 pks, i 31372 j 49677 UBI -0.494968 0.107298 -2.893030 -0.355589 -2.523707 1.457633 -4.438304 1.088786 0.801265
info: new grain 138 pks, i 31371 j 48738 UBI 0.747195 0.319679 -2.821118 1.901364 0.730804 2.113528 1.704209 -4.317645 -0.039072
info: new grain 136 pks, i 31369 j 21371 UBI -2.067195 -1.674456 1.240225 1.681200 1.732921 1.669895 -3.074404 3.443665 -0.476321
info: new grain 135 pks, i 31367 j 49675 UBI 2.787214 0.759188 0.518579 -1.604054 -1.241858 2.124213 1.400922 -4.198339 -1.395903
info: new grain 142 pks, i 31366 j 49674 UBI 2.645523 1.122800 -0.595022 -1.317741 -1.763277 -1.942887 -2.010805 3.686272 -1.980590
info: new grain 141 pks, i 31365 j 20670 UBI -2.843947 0.666454 -0.289895 1.642325 -0.488982 -2.383504 -1.074791 -4.510462 0.185721
info: new grain 138 pks, i 31363 j 49213 UBI 0.051783 2.641828 1.279473 1.114497 -2.330112 1.397244 4.146164 0.840702 -1.905300
info: new grain 138 pks, i 31362 j 21827 UBI 0.975830 2.690361 0.659789 0.191069 -2.159863 1.979222 4.198957 -1.124206 -1.630617
info: new grain 140 pks, i 31361 j 49672 UBI 0.914703 -1.990883 1.956035 -2.526853 1.430948 0.431147 -2.271344 -3.319992 -2.315193
info: new grain 144 pks, i 31358 j 48735 UBI -2.907574 0.241279 0.320299 1.178312 -0.096121 -2.686462 -0.384299 -4.627173 -0.003420
info: new grain 142 pks, i 31356 j 48513 UBI 0.472145 -1.000472 2.718799 -1.718219 -1.510267 -1.841273 3.697395 -2.363552 -1.509179
info: new grain 140 pks, i 31355 j 48512 UBI 2.780593 -0.933388 0.137996 -1.520477 0.450688 2.471069 -1.469922 -4.399305 -0.102723
info: new grain 140 pks, i 31353 j 49206 UBI 0.580808 0.421243 -2.848096 0.238277 2.229984 1.891034 4.447719 -1.101034 0.741667
info: new grain 144 pks, i 31352 j 21122 UBI 0.838014 -2.204634 1.748183 -2.056733 1.891723 0.903344 -3.293926 -2.706372 -1.836389
info: new grain 136 pks, i 31351 j 49669 UBI -0.206679 -0.365819 2.905373 -1.549739 2.111689 -1.326514 -3.512065 -2.967389 -0.623128
info: new grain 125 pks, i 31344 j 49432 UBI -0.836309 -2.328859 1.579820 2.224847 1.678082 0.923549 -2.985364 2.665921 2.348994
info: new grain 136 pks, i 31342 j 49431 UBI 1.369647 0.940399 -2.420847 1.295769 0.275004 2.620004 1.945106 -4.179340 -0.525461
info: new grain 143 pks, i 31341 j 48506 UBI -2.296597 -0.541329 -1.745665 2.630094 -1.142874 -0.634917 -1.026597 -3.759719 2.518435
info: new grain 130 pks, i 31335 j 49425 UBI 1.211546 0.814526 -2.546616 1.438620 0.447711 2.520804 1.985789 -4.175987 -0.392374
info: new grain 134 pks, i 31329 j 20654 UBI 0.458062 1.346026 2.567680 2.104002 -0.007596 -2.047560 -1.699564 3.939943 -1.765811
info: new grain 139 pks, i 31324 j 21803 UBI 1.883372 1.595824 -1.589541 -2.582073 -0.792464 -1.147230 -1.920011 3.895990 1.634713
info: new grain 145 pks, i 31319 j 20650 UBI 2.325769 1.411706 1.099655 -1.309165 -2.108930 1.565811 2.816887 -3.162085 -1.899591
info: new grain 128 pks, i 31316 j 20647 UBI -0.898903 -0.998201 2.610326 -1.873273 0.098103 -2.258677 1.242529 -4.302823 -1.216596
info: new grain 163 pks, i 31314 j 49410 UBI 1.119737 0.622828 -2.642070 0.566158 1.752088 2.283951 3.767495 -2.521948 1.003468
info: new grain 138 pks, i 31313 j 49185 UBI -2.680237 1.190870 0.135701 1.296517 -0.979899 2.445002 1.893736 4.183047 0.671103
info: new grain 133 pks, i 31309 j 21337 UBI 1.752914 -2.346215 -0.204809 -0.613749 1.588075 -2.390958 3.694973 2.684602 0.834012
info: new grain 137 pks, i 31302 j 48707 UBI -1.096889 1.482022 -2.285153 1.493167 1.420927 2.089083 3.944196 -0.697518 -2.343752
info: new grain 148 pks, i 31301 j 20639 UBI -0.622976 -0.563301 2.812187 -1.360088 -1.492341 -2.130168 3.355127 -3.205503 0.103692
info: new grain 135 pks, i 31295 j 49631 UBI -0.004507 1.503152 2.521866 2.296686 0.190090 -1.819550 -2.001366 3.595238 -2.145433
info: new grain 137 pks, i 31294 j 48941 UBI 1.503432 -2.100230 -1.393121 -2.905928 -0.251468 0.336445 -0.657798 2.202050 -4.033132
info: new grain 128 pks, i 31289 j 49173 UBI 0.128435 1.091763 2.721743 -0.473866 1.790290 -2.277806 -4.576199 -0.621683 0.463627
info: new grain 142 pks, i 31288 j 21089 UBI -1.832000 -2.294246 -0.080426 0.439917 1.438490 2.519864 -3.524811 2.848106 -1.002691
info: new grain 138 pks, i 31283 j 49392 UBI -2.695523 -0.137187 1.154692 1.585517 2.457277 0.261220 -1.786036 1.576955 -3.982449
info: new grain 126 pks, i 31277 j 21082 UBI -0.925218 1.608740 -2.274983 -1.829053 -0.593988 2.215703 1.373908 3.865364 2.173887
info: new grain 130 pks, i 31276 j 21774 UBI 1.503605 -1.200399 -2.216594 -1.049478 -1.699682 2.152041 -3.950015 -0.568123 -2.369644
info: new grain 138 pks, i 31275 j 48927 UBI -0.194770 0.510580 2.883672 -2.321401 0.469497 -1.735176 -1.395114 -4.375892 0.683738
info: new grain 137 pks, i 31270 j 21314 UBI 1.748937 -1.674176 1.660731 -2.722924 0.625384 0.902751 -1.584700 -3.791187 -2.154681
info: new grain 146 pks, i 31268 j 49158 UBI -1.053212 -1.247604 2.439482 -1.648111 0.096916 -2.427116 1.738599 -4.088658 -1.342148
info: new grain 139 pks, i 31267 j 21311 UBI 0.949264 -0.911973 -2.623152 -2.745918 -0.593421 0.855076 -1.453261 3.975086 -1.906093
info: new grain 134 pks, i 31266 j 21770 UBI -0.430428 -0.227430 2.894956 -1.640554 1.844618 -1.587693 -3.097488 -3.380594 -0.726208
info: new grain 138 pks, i 31265 j 21769 UBI -1.435018 -2.113549 1.448302 2.869762 -0.283349 -0.547136 0.977736 2.095406 4.023928
info: new grain 150 pks, i 31261 j 20840 UBI 0.413209 0.124266 2.902684 2.097261 -1.101485 -1.733684 1.855461 4.232465 -0.443478
info: new grain 142 pks, i 31258 j 20838 UBI 2.523442 1.497750 -0.116032 -1.755107 -0.102223 -2.350611 -2.194612 3.817532 1.469784
info: new grain 130 pks, i 31257 j 48464 UBI 0.242019 -0.717494 -2.835816 -0.033202 -2.102928 2.048517 -4.623132 -0.248392 -0.331710
info: new grain 148 pks, i 31256 j 21532 UBI 0.604664 -0.778652 -2.765002 1.552028 -1.138008 2.217917 -3.028770 -3.500569 0.324352
info: new grain 141 pks, i 31254 j 48682 UBI -0.703783 1.247556 2.562948 -1.716221 0.400770 -2.348446 -2.461002 -3.760261 1.154344
info: new grain 140 pks, i 31251 j 49150 UBI -1.678026 -2.405887 0.127796 1.003777 1.223575 2.473203 -3.796223 2.658557 0.226225
info: new grain 126 pks, i 31250 j 48460 UBI -1.038826 0.554936 -2.689019 -1.857530 -0.534296 2.209002 -0.130527 4.533177 0.986756
info: new grain 146 pks, i 31247 j 20612 UBI -2.135735 1.202600 -1.614835 2.403818 1.556121 0.644273 2.040897 -1.559342 -3.865600
info: new grain 124 pks, i 31246 j 48458 UBI 0.903688 2.348744 -1.511525 1.626131 -2.443752 0.024698 -2.261199 -1.542254 -3.748037
info: new grain 138 pks, i 31237 j 49602 UBI -0.212312 -1.336862 2.605502 -2.154438 1.767124 -0.922290 -2.094093 -3.612106 -2.025453
info: new grain 136 pks, i 31233 j 21522 UBI -0.847911 0.803029 -2.691953 -1.323503 1.144848 2.357377 3.093537 3.460644 0.058042
info: new grain 138 pks, i 31230 j 48449 UBI 1.652640 -2.396253 0.377691 -0.546410 1.777235 2.271201 -3.800429 -2.462507 1.013976
info: new grain 153 pks, i 31221 j 48894 UBI 0.189845 0.336412 -2.910727 -2.551635 0.479391 1.369620 1.153723 4.455628 0.592650
info: new grain 144 pks, i 31220 j 48665 UBI 0.700438 2.850325 -0.016449 0.310398 -1.573365 2.459754 4.338461 -1.074984 -1.239027
info: new grain 142 pks, i 31213 j 49591 UBI 0.011213 1.494925 2.527345 -2.080543 -2.006759 -0.510026 2.677814 -3.266815 1.922517
info: new grain 121 pks, i 31212 j 48890 UBI 1.549775 -2.391415 0.704302 -1.338597 1.552032 2.101220 -3.805580 -2.609376 -0.494452
info: new grain 162 pks, i 31210 j 21511 UBI 0.071484 2.933098 -0.063724 0.234756 -1.528751 -2.496873 -4.612167 0.103095 -0.497983
info: new grain 141 pks, i 31209 j 21510 UBI 0.415317 2.424614 1.601799 0.941924 -2.594665 0.995844 4.086633 0.682243 -2.093313
info: new grain 118 pks, i 31207 j 21740 UBI -1.733397 0.079315 2.367389 -0.399350 -2.071306 -2.042682 2.951504 -2.785920 2.251169
info: new grain 130 pks, i 31205 j 20813 UBI 0.067822 1.345648 2.608307 -0.677013 1.519992 -2.417001 -4.489946 -0.996688 0.626246
info: new grain 152 pks, i 31203 j 21040 UBI -0.539356 0.006818 2.885577 -1.649378 -1.634050 -1.798486 2.925536 -3.558759 0.555146
info: new grain 134 pks, i 31200 j 49351 UBI 2.335481 0.169640 -1.767551 -2.226575 -1.788243 -0.679208 -2.038847 3.439114 -2.362099
info: new grain 132 pks, i 31199 j 49582 UBI 0.483261 -2.676579 1.102579 -0.577981 2.244899 1.800067 -4.536814 -0.939328 -0.288968
info: new grain 124 pks, i 31198 j 48884 UBI -2.334586 1.771495 0.161290 1.919984 -0.103363 2.218768 2.454667 3.415136 -1.963547
info: new grain 134 pks, i 31197 j 49348 UBI 0.772146 1.358204 -2.485538 -2.828711 -0.147825 0.775954 0.425463 3.997290 2.317949
info: new grain 150 pks, i 31195 j 21036 UBI 0.756257 -1.360470 -2.491916 1.544201 2.310798 0.934649 2.791069 -2.831208 2.395167
info: new grain 140 pks, i 31194 j 49119 UBI -0.345161 -2.549995 1.411636 -0.290024 2.535526 1.454089 -4.530636 0.056915 -1.003033
info: new grain 157 pks, i 31189 j 48434 UBI -2.573463 -0.611645 -1.268351 2.030448 1.531876 -1.466460 1.769424 -3.953481 -1.674474
info: new grain 144 pks, i 31184 j 49572 UBI 0.539072 2.765779 -0.815801 -0.755810 -2.003567 -2.012584 -4.473687 1.057113 0.630538
info: new grain 138 pks, i 31183 j 49339 UBI 0.628779 -0.846820 -2.739626 1.822981 -0.674872 2.200120 -2.307673 -3.966449 0.695016
info: new grain 155 pks, i 31181 j 49570 UBI 0.670346 -1.243549 2.573824 -1.091255 -1.634810 -2.180581 4.303046 -0.835472 -1.525091
info: new grain 143 pks, i 31178 j 20802 UBI 0.395052 -0.486197 2.867768 -0.764078 -2.210589 -1.773690 4.483450 -0.926985 -0.775153
info: new grain 173 pks, i 31173 j 21264 UBI 0.863512 0.723775 2.710594 -0.672098 2.101112 -1.935373 -4.414909 -0.093721 1.431895
info: new grain 145 pks, i 31172 j 21025 UBI 0.220246 -2.751309 -1.000665 -2.609581 1.343918 0.034620 0.777982 1.619601 -4.278650
info: new grain 136 pks, i 31171 j 21486 UBI -1.206191 2.331640 1.313396 1.971140 -1.639246 1.434445 3.417110 2.683499 -1.628343
info: new grain 132 pks, i 31166 j 21258 UBI -0.942713 0.243279 2.771435 -0.328666 2.241162 -1.868169 -4.143209 -1.663379 -1.264895
info: new grain 126 pks, i 31165 j 21018 UBI -1.296498 -2.587206 0.495188 1.911723 1.080589 1.948919 -3.466436 2.157804 2.203074
info: Number of orientations with more than 80 peaks is 213
info: Time taken 0.078/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 27694
info: Tried r1=1 r2=6 attempt 4 of 144, got 213 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 1225
info: Number of peaks in ring 2: 927
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1118
info: Time taken 0.003054 /s
info: Scoring 1118 potential orientations
info: new grain 145 pks, i 49705 j 3128 UBI 1.159161 -1.996094 1.814280 0.377332 2.861455 0.534586 -3.888633 0.038441 2.531260
info: new grain 137 pks, i 49702 j 30968 UBI 2.501439 1.187651 0.974669 -0.543465 -2.850132 0.448510 2.056227 -1.026119 -4.030891
info: new grain 128 pks, i 49701 j 31414 UBI -1.012767 1.490946 -2.316644 -1.879087 -1.269549 1.864479 -0.101744 3.883912 2.541271
info: new grain 137 pks, i 49690 j 3552 UBI -2.525730 1.068902 1.049008 2.361429 -0.158566 1.737170 1.258565 4.268202 -1.314580
info: new grain 155 pks, i 49681 j 30929 UBI -0.284291 -2.571593 1.383948 -2.260047 1.872017 -0.097958 -1.457055 -1.963484 -3.945644
info: new grain 139 pks, i 49665 j 3500 UBI -1.971397 1.397394 -1.668147 2.802148 -0.161121 -0.862055 -0.916585 -3.959593 -2.237409
info: new grain 145 pks, i 49652 j 3034 UBI 0.939679 -1.222003 2.497140 1.328532 -0.640613 -2.537853 2.926706 3.547493 0.636147
info: new grain 125 pks, i 49643 j 30869 UBI -2.793300 0.431497 0.793648 2.176488 1.116952 1.622792 -0.114520 3.893126 -2.524015
info: new grain 130 pks, i 49637 j 3461 UBI -1.540980 -2.496885 -0.112854 -0.054272 1.863051 -2.267997 3.653699 -2.167689 -1.868628
info: new grain 143 pks, i 49634 j 3453 UBI 0.910429 -0.250563 -2.779691 -0.919414 2.597943 1.015879 4.328025 1.013727 1.327150
info: new grain 119 pks, i 49630 j 2999 UBI 0.898767 1.374862 -2.433272 -1.473536 1.479914 2.063370 4.003179 1.075603 2.086900
info: new grain 123 pks, i 49623 j 3437 UBI -0.485860 -0.599397 -2.832048 -2.010196 -0.715076 2.017573 -2.010086 4.149946 -0.532542
info: new grain 143 pks, i 49612 j 30814 UBI -1.083610 -0.616973 -2.657550 0.983297 -2.164930 1.723104 -4.238806 -0.463311 1.834030
info: new grain 129 pks, i 49611 j 30812 UBI 0.225859 -2.234591 -1.890548 1.376435 2.534601 -0.551819 3.744104 -1.539134 2.266370
info: new grain 136 pks, i 49603 j 3396 UBI 1.855093 -0.110402 -2.273617 -1.836086 2.272350 0.285912 3.188934 2.261171 2.498517
info: new grain 125 pks, i 49597 j 3380 UBI 2.892678 -0.254377 0.430381 -1.879137 -1.139935 1.946540 -0.004811 -4.002871 -2.347129
info: new grain 140 pks, i 49579 j 31196 UBI 2.662193 -1.145214 0.471836 -1.933326 0.179773 2.203332 -1.622242 -4.210741 -1.078144
info: new grain 141 pks, i 49562 j 31164 UBI 2.786525 -0.258766 -0.887471 -1.986898 1.269298 -1.750497 0.982573 4.127985 1.878733
info: new grain 134 pks, i 49560 j 31160 UBI 1.585849 -0.205906 2.462430 -1.164077 -2.413035 -1.203828 3.843926 -0.596596 -2.527593
info: new grain 122 pks, i 49559 j 31157 UBI 2.587139 -1.381998 0.129143 -2.004540 -0.436976 2.099973 -1.768568 -3.540194 -2.424912
info: new grain 135 pks, i 49557 j 30705 UBI -0.757145 -0.180790 2.830253 -0.826704 -2.098687 -1.876866 3.907329 -2.342625 0.895302
info: new grain 142 pks, i 49553 j 2853 UBI -0.104058 2.920009 -0.280514 -0.168127 -1.708782 -2.380115 -4.621540 -0.124475 0.417034
info: new grain 138 pks, i 49552 j 3300 UBI 0.832718 -1.106892 -2.588906 1.878290 1.608411 1.581414 1.502307 -3.842837 2.125586
info: new grain 138 pks, i 49551 j 30693 UBI -1.731931 2.354828 -0.267519 0.576514 -1.101602 2.658578 3.710826 2.767798 0.342071
info: new grain 145 pks, i 49550 j 3293 UBI 2.360954 -0.948911 1.462668 -2.684812 -0.405577 1.121943 -0.291226 -4.087638 -2.176834
info: new grain 134 pks, i 49547 j 2840 UBI 1.582735 1.091138 -2.221101 -0.388802 1.582329 2.440538 3.842208 -1.858907 1.821722
info: new grain 142 pks, i 49544 j 2835 UBI -1.191327 0.731224 -2.581951 -1.647409 -1.271840 2.070626 -1.099495 4.178331 1.693652
info: new grain 135 pks, i 49542 j 3280 UBI -0.119477 -1.358612 2.600268 -2.117306 -0.440933 -1.984926 2.384981 -3.572570 -1.754406
info: new grain 134 pks, i 49541 j 31124 UBI -0.983715 2.191468 -1.688652 0.125613 -2.732660 -1.066287 -4.321208 -0.785342 1.497080
info: new grain 122 pks, i 49540 j 3274 UBI -1.671601 1.203603 -2.091553 0.790321 -2.820713 -0.194434 -3.814004 -1.228934 2.341707
info: new grain 140 pks, i 49538 j 2822 UBI 2.456708 0.563337 1.504718 -2.430481 -0.831408 1.418748 1.277188 -4.442976 -0.416557
info: new grain 147 pks, i 49537 j 3269 UBI 0.843725 2.316273 1.591344 -0.595186 -2.548327 1.326244 4.436223 -1.283277 -0.481527
info: new grain 145 pks, i 49535 j 30664 UBI 0.425573 1.729835 -2.334178 1.550196 0.437931 2.455850 3.277370 -2.895774 -1.549198
info: new grain 138 pks, i 49533 j 31107 UBI 0.821758 -1.493491 -2.390667 -0.423589 -1.412070 2.538426 -4.454900 -0.665194 -1.114275
info: new grain 124 pks, i 49518 j 3224 UBI -2.541770 1.419388 0.384296 1.674635 -0.665874 2.317569 2.202280 4.062789 -0.424346
info: new grain 129 pks, i 49516 j 30616 UBI 1.195731 -2.680547 -0.057935 -0.374915 1.384210 2.561157 -4.218943 -1.891082 0.404043
info: new grain 141 pks, i 49513 j 31055 UBI -0.661312 2.857196 -0.130604 -0.147575 -1.653221 -2.422201 -4.435453 -0.985864 0.940355
info: new grain 136 pks, i 49512 j 2760 UBI -2.790697 0.029617 -0.910159 2.092844 1.246306 -1.639991 0.673820 -4.027504 -2.203234
info: new grain 126 pks, i 49509 j 30601 UBI -1.187897 2.680969 0.145128 -0.588766 -1.742308 -2.286928 -3.652207 -1.743861 2.269974
info: new grain 151 pks, i 49504 j 3193 UBI 0.977119 0.893791 -2.619037 -2.708598 0.715700 0.878556 1.655982 3.878017 1.939123
info: new grain 136 pks, i 49499 j 2736 UBI 2.706316 -0.048432 1.136041 -2.328805 0.286277 1.766224 -0.257120 -4.614735 0.409963
info: new grain 136 pks, i 49497 j 3178 UBI -2.817417 -0.052123 0.820572 1.634761 2.383407 0.516361 -1.233916 1.738696 -4.122583
info: new grain 147 pks, i 49496 j 30573 UBI 1.960552 2.002390 0.867412 -1.491291 -1.551038 1.996038 3.323742 -3.240484 -0.034944
info: new grain 138 pks, i 49493 j 31011 UBI 1.412151 0.147808 -2.570624 -0.422468 -2.598422 1.296557 -4.036167 -0.465371 -2.243371
info: new grain 149 pks, i 49488 j 3154 UBI 1.024533 -1.480418 2.318331 -0.898641 -1.451154 -2.390794 4.291434 0.225746 -1.749378
info: new grain 136 pks, i 49487 j 3152 UBI -0.498044 -2.692117 1.061236 -1.849227 2.190834 0.631011 -2.500176 -1.026896 -3.770496
info: new grain 136 pks, i 49484 j 2698 UBI 0.589438 -1.560992 -2.415741 -1.864107 -1.051662 2.008572 -3.530054 2.060732 -2.197301
info: new grain 130 pks, i 49483 j 30541 UBI -2.124207 -1.953682 -0.537446 2.229872 0.296450 -1.884172 2.388586 -3.235323 2.317077
info: new grain 134 pks, i 49482 j 30538 UBI 2.255864 1.773385 -0.619919 -2.716167 0.726230 -0.848078 -0.655506 2.237412 4.013311
info: new grain 140 pks, i 49480 j 3139 UBI 1.139284 -1.060644 -2.489011 1.531585 1.911095 1.617769 1.893188 -3.517625 2.363784
info: new grain 145 pks, i 49479 j 2690 UBI 0.584150 -0.044793 -2.875621 1.784705 -1.377599 1.881862 -2.515846 -3.875025 -0.452234
info: new grain 128 pks, i 49477 j 3136 UBI 2.230223 -1.100036 1.557560 -2.281761 -1.708226 -0.704271 2.136238 -1.235555 -3.931044
info: new grain 150 pks, i 49476 j 2687 UBI 0.603301 -0.773884 -2.767408 1.169072 2.445754 1.128526 3.662177 -2.433026 1.478814
info: new grain 128 pks, i 49475 j 30531 UBI 0.579230 -1.650317 -2.357576 1.292123 2.618783 0.312198 3.516286 -2.007168 2.266111
info: new grain 149 pks, i 49474 j 30978 UBI -0.346894 0.744825 -2.819338 0.993556 1.977822 1.930040 4.356677 -1.322933 -0.885712
info: new grain 128 pks, i 49447 j 3530 UBI 0.699608 -0.473541 2.811214 1.045490 2.362565 -1.395921 -3.719744 2.432319 1.335253
info: new grain 133 pks, i 49435 j 30899 UBI 0.985903 -0.329422 -2.746898 1.898584 0.151128 2.232024 -0.199013 -4.611738 0.478522
info: new grain 128 pks, i 49414 j 3475 UBI -0.222885 -2.747086 1.010415 0.792101 2.170653 1.810556 -4.459289 0.748351 1.053248
info: new grain 124 pks, i 49412 j 31318 UBI -0.330582 0.982979 2.746523 2.663508 -0.040933 -1.233788 -0.684462 4.294957 -1.619743
info: new grain 140 pks, i 49337 j 3335 UBI 1.363812 0.508941 2.549110 -0.020908 -2.705026 -1.139052 3.930866 0.933947 -2.286706
info: new grain 130 pks, i 49329 j 30715 UBI 0.080735 -0.710041 2.846976 -1.432462 -1.718159 -1.900038 3.881608 -2.442022 -0.717060
info: new grain 142 pks, i 49297 j 2803 UBI -0.579566 2.381931 1.615134 2.668492 -0.368205 -1.166418 -1.355917 2.260052 -3.820069
info: new grain 141 pks, i 49294 j 30644 UBI 1.154153 0.728082 -2.599057 -2.587778 1.118252 0.821781 2.179996 3.591081 1.971972
info: new grain 116 pks, i 49284 j 30612 UBI -1.110895 1.369186 -2.348049 -0.193268 -2.920098 0.223427 -4.072705 0.435210 2.181555
info: new grain 133 pks, i 49270 j 2741 UBI -1.563948 1.872788 1.630592 1.080507 -2.447745 1.207924 3.888755 2.272181 1.118805
info: new grain 136 pks, i 49229 j 3549 UBI 2.857879 -0.402731 -0.535609 -1.368042 2.378998 -1.045075 1.050113 2.306410 3.886595
info: new grain 132 pks, i 49225 j 3541 UBI 0.524476 0.347830 -2.867296 2.192136 -0.719362 1.817192 -0.892443 -4.498163 -0.706684
info: new grain 147 pks, i 49204 j 3057 UBI -0.449884 -0.091467 -2.898924 0.804485 -2.429987 1.437394 -4.463618 -1.044493 0.728151
info: new grain 130 pks, i 49203 j 31349 UBI 1.536348 -2.383591 0.756618 -2.820375 0.237829 0.780272 -1.268772 -2.070387 -3.957076
info: new grain 148 pks, i 49180 j 3010 UBI -2.410604 1.149764 1.222803 2.043018 -1.261565 1.686641 2.166705 4.081773 0.430708
info: new grain 138 pks, i 49176 j 30845 UBI -2.788897 0.020037 0.914479 2.147545 -0.726940 1.863228 0.436527 4.451634 1.235114
info: new grain 135 pks, i 49171 j 31285 UBI -2.118678 -1.891096 0.747760 -0.336741 2.867556 0.532121 -1.956124 0.544656 -4.171421
info: new grain 124 pks, i 49167 j 2986 UBI -0.255250 -0.976854 -2.756334 -1.560481 -1.249409 2.150029 -3.448829 3.014031 -0.747302
info: new grain 138 pks, i 49147 j 31245 UBI -0.372349 2.513858 1.470508 -2.288598 -1.773293 -0.472041 0.886822 -2.201819 3.987742
info: new grain 129 pks, i 49146 j 31244 UBI 0.888273 0.014938 2.799098 1.780364 0.995391 -2.112002 -1.753260 4.263445 0.531786
info: new grain 138 pks, i 49143 j 3395 UBI -1.177957 2.180878 -1.571192 0.376779 -2.645737 -1.215557 -4.230524 -1.258899 1.429457
info: new grain 138 pks, i 49141 j 3393 UBI 2.381409 -1.613378 -0.595054 -1.837106 0.763161 -2.160819 2.445873 3.876819 -0.712995
info: new grain 124 pks, i 49139 j 30787 UBI -0.497376 -0.100265 2.891836 -2.122697 0.884074 -1.825113 -1.476424 -4.380695 -0.406466
info: new grain 132 pks, i 49132 j 30775 UBI -2.678042 -1.200084 0.080229 1.611151 -0.165559 -2.449288 1.837124 -3.997194 1.478011
info: new grain 130 pks, i 49128 j 3372 UBI 0.013044 -0.724207 -2.844783 1.938819 -1.221488 1.832857 -2.988008 -3.446062 0.863207
info: new grain 121 pks, i 49116 j 2897 UBI 0.103366 -1.054295 -2.738936 1.642477 -1.219538 2.107301 -3.457752 -2.930041 0.996839
info: new grain 130 pks, i 49108 j 2877 UBI 2.744923 -0.484419 -0.917775 -2.028194 0.969611 -1.888273 1.123629 4.381457 1.044173
info: new grain 129 pks, i 49105 j 2874 UBI -0.934039 -0.379028 -2.757567 -1.197059 2.087861 1.680733 3.184582 3.027750 -1.494082
info: new grain 126 pks, i 49101 j 30714 UBI -1.302086 -2.629944 -0.026513 0.142927 1.541723 2.495219 -4.053382 2.018203 -1.016524
info: new grain 128 pks, i 49095 j 31154 UBI 2.395063 -1.584751 0.608868 -1.976904 0.540076 2.102362 -2.275709 -3.879616 -1.144441
info: new grain 130 pks, i 49091 j 30696 UBI -1.386926 0.686104 -2.496122 -0.666402 -2.485049 1.415875 -3.248565 2.252214 2.426032
info: new grain 125 pks, i 49083 j 3285 UBI 2.110635 1.980247 0.492926 -0.902655 -1.755267 2.173125 3.212395 -3.128779 -1.193155
info: new grain 131 pks, i 49080 j 30674 UBI 0.527334 1.505731 -2.464616 -2.257415 0.747843 1.720197 2.755063 2.895523 2.357100
info: new grain 168 pks, i 49079 j 31121 UBI -0.256000 2.684558 -1.163252 -2.267308 -1.860987 -0.094831 -1.499067 1.622990 4.079394
info: new grain 135 pks, i 49073 j 3265 UBI 1.860006 1.662451 -1.545910 0.848357 -2.639534 0.966514 -1.536606 -1.932105 -3.929556
info: new grain 132 pks, i 49072 j 30661 UBI -2.758554 0.512328 0.866560 2.207097 0.208738 1.924996 0.501473 4.489987 -1.059342
info: new grain 139 pks, i 49067 j 3258 UBI -2.832062 -0.742185 0.208902 1.616489 0.325916 2.429864 -1.163864 4.489838 0.170006
info: new grain 133 pks, i 49059 j 3246 UBI -2.415098 -1.131560 1.226277 1.762327 1.747241 1.569308 -2.434875 3.698905 -1.385802
info: new grain 150 pks, i 49055 j 30634 UBI 1.172246 -0.093135 -2.690735 0.572927 -2.138820 1.926072 -3.687752 -2.370963 -1.526721
info: new grain 130 pks, i 49053 j 3228 UBI -0.487281 -0.991933 -2.719644 -2.208706 1.134089 1.566532 0.950212 4.210966 -1.705801
info: new grain 142 pks, i 49049 j 3216 UBI 0.520549 2.812249 0.661242 0.092075 -2.044083 2.105309 4.521413 -0.643587 -0.823763
info: new grain 137 pks, i 49047 j 30610 UBI -1.200316 0.742966 -2.574166 -1.426353 -1.812617 1.815833 -2.063464 3.639865 2.008038
info: new grain 144 pks, i 49045 j 2761 UBI -0.028620 0.505873 2.892114 -0.033049 2.250353 -1.883415 -4.640499 -0.092813 -0.028420
info: new grain 150 pks, i 49042 j 2757 UBI -2.916087 0.295431 0.186710 1.660241 0.249538 2.407929 0.416059 4.560803 -0.758900
info: new grain 137 pks, i 49034 j 3194 UBI -2.433178 -0.139470 1.637974 2.637530 -0.236022 1.266470 0.132074 4.601718 0.583254
info: Number of orientations with more than 80 peaks is 313
info: Time taken 0.077/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 15617
info: Tried r1=6 r2=1 attempt 5 of 144, got 313 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 512
info: Number of peaks in ring 2: 1546
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 511
info: Time taken 0.001667 /s
info: Scoring 511 potential orientations
info: new grain 129 pks, i 31424 j 16943 UBI -2.419830 -0.678581 -1.515878 -0.226413 1.047422 2.732675 -0.167143 4.327342 -1.672445
info: new grain 115 pks, i 31420 j 16497 UBI 1.676846 -1.065863 2.160460 1.224175 0.822211 -2.538353 0.577540 4.290615 1.669912
info: new grain 150 pks, i 31419 j 44341 UBI -0.975199 2.439216 -1.309630 -1.903744 -2.044419 0.898580 -0.301968 2.091278 4.133461
info: new grain 123 pks, i 31415 j 16050 UBI 0.541415 1.086081 2.675193 2.024285 0.225175 -2.116533 -1.805896 4.074408 -1.290045
info: new grain 135 pks, i 31400 j 16476 UBI 0.060026 -2.781123 0.936966 -2.402032 1.052868 -1.320193 1.670162 -1.349075 -4.114629
info: new grain 140 pks, i 31395 j 42552 UBI -2.871801 0.580370 -0.193046 1.850984 2.053318 0.988665 0.604055 1.544567 -4.334977
info: new grain 153 pks, i 31391 j 16910 UBI -2.560620 -1.382767 -0.375343 0.276289 2.816830 -0.787009 1.331426 -1.317130 -4.244924
info: new grain 144 pks, i 31390 j 15142 UBI 2.228468 -0.160083 -1.904282 0.542256 0.251759 2.873570 0.015805 -4.623951 0.405022
info: new grain 134 pks, i 31385 j 16019 UBI -0.702843 1.005408 2.668128 2.810892 -0.104908 -0.836598 -0.351270 4.298965 -1.714907
info: new grain 122 pks, i 31378 j 16897 UBI -0.232636 2.883680 -0.498617 2.578999 -1.351797 -0.375988 -1.093292 -0.853861 -4.428924
info: new grain 123 pks, i 31368 j 14681 UBI 0.203199 0.951182 2.770020 0.486081 1.851182 -2.226351 -4.502596 1.118654 -0.053381
info: new grain 147 pks, i 31359 j 44723 UBI -1.251384 -0.500157 -2.607800 -1.389478 -0.775964 2.468163 -2.023915 4.171148 0.172651
info: new grain 133 pks, i 31343 j 43383 UBI 2.660897 -1.240066 -0.068759 -2.376050 -1.580395 -0.695405 0.470161 1.250941 -4.442737
info: new grain 144 pks, i 31337 j 43377 UBI -2.446619 -0.077571 -1.621198 -0.139086 -0.486364 2.890918 -0.630062 4.540837 0.730895
info: new grain 143 pks, i 31334 j 15529 UBI 2.848475 -0.631685 0.316814 -1.892152 -2.103243 -0.787428 0.720693 1.023749 -4.468348
info: new grain 143 pks, i 31330 j 44696 UBI 2.031046 1.476109 -1.519449 0.194079 -0.172834 2.924597 2.518986 -3.875257 -0.397482
info: new grain 132 pks, i 31326 j 44250 UBI -0.705425 -1.223444 -2.574544 2.728519 -0.262716 1.054052 -1.222248 -3.902942 2.192271
info: new grain 120 pks, i 31310 j 43791 UBI 1.716429 -2.332589 0.469629 -2.834439 -0.375582 -0.656764 1.065280 -0.130226 -4.515381
info: new grain 129 pks, i 31304 j 15059 UBI -0.802895 1.876794 2.110376 -0.315076 -2.890885 0.407933 4.266938 -0.211356 1.810573
info: new grain 155 pks, i 31290 j 15485 UBI 2.804650 0.850713 0.165212 -2.071492 1.917819 -0.808118 -0.625453 1.194304 4.440694
info: new grain 140 pks, i 31272 j 14587 UBI 2.210013 -1.911839 0.278923 -2.666052 -0.682119 1.019032 -1.092385 -1.865484 -4.107979
info: new grain 139 pks, i 31264 j 43746 UBI 1.408402 1.856987 1.785693 -0.258093 0.621453 -2.858726 -3.987245 2.216918 0.843776
info: new grain 126 pks, i 31242 j 15438 UBI 1.361553 2.064320 1.583225 -0.786988 0.557664 -2.772455 -4.107662 1.573064 1.482330
info: new grain 133 pks, i 31231 j 16753 UBI -2.357140 -1.707282 0.380347 2.680625 -1.194792 -0.085750 0.371018 0.506391 4.599024
info: new grain 147 pks, i 31229 j 15866 UBI 2.555599 0.443797 1.375707 -0.561630 -2.594574 -1.255010 1.874222 1.514174 -3.966373
info: new grain 128 pks, i 31226 j 14543 UBI 1.827794 0.644249 2.204441 0.146291 1.505595 -2.518471 -3.071168 3.062633 1.651766
info: new grain 127 pks, i 31218 j 43260 UBI 1.081548 1.643138 2.179233 -0.415951 1.176265 -2.657281 -4.307880 1.224158 1.216790
info: new grain 144 pks, i 31206 j 42808 UBI 1.245094 2.580455 -0.641604 -2.684124 -0.079891 1.187472 1.872446 0.150066 4.242411
info: new grain 138 pks, i 31192 j 42354 UBI 0.862227 0.472272 -2.768285 -1.241613 2.169052 1.542128 4.179807 1.306188 1.525378
info: new grain 126 pks, i 31185 j 43227 UBI 2.933084 -0.131778 -0.002758 -1.575523 -2.329909 -0.842251 0.065375 1.538881 -4.377769
info: new grain 135 pks, i 31182 j 15379 UBI -1.617047 -1.990624 -1.428227 2.726990 -0.665912 0.855889 -1.651013 -1.562333 4.047519
info: new grain 135 pks, i 31174 j 43216 UBI -1.787437 0.924539 -2.138214 -0.679544 0.518421 2.808758 2.307286 4.021987 -0.183203
info: new grain 126 pks, i 31169 j 16693 UBI -0.837274 2.743567 -0.623075 2.558507 -0.482392 1.358168 2.130910 -0.285150 -4.113355
info: new grain 155 pks, i 31159 j 14916 UBI 2.829099 -0.263138 -0.732221 -1.985423 0.699213 -2.045530 0.653304 4.505759 0.907191
info: new grain 124 pks, i 31158 j 16240 UBI 0.416412 1.924710 2.176254 -0.157977 0.937383 -2.777296 -4.593415 0.504906 0.432829
info: new grain 124 pks, i 31155 j 15352 UBI -0.501245 2.496119 1.458784 -2.242671 -1.490332 -1.166490 -0.459740 -2.397562 3.947851
info: new grain 144 pks, i 31149 j 43632 UBI -0.957047 0.074712 2.775261 -1.867379 0.496422 -2.210931 -0.963252 -4.533261 -0.206629
info: new grain 135 pks, i 31143 j 15781 UBI 2.646006 -0.586592 -1.131769 -0.996660 2.762107 0.054050 1.921805 0.609684 4.178164
info: new grain 130 pks, i 31140 j 16222 UBI -0.320451 -2.490357 -1.520301 2.624955 0.722436 1.099441 -1.020343 -2.263241 3.921733
info: new grain 152 pks, i 31135 j 42737 UBI 0.065982 -1.516216 -2.513420 2.504701 0.668291 1.375147 -0.255422 -3.970077 2.391545
info: new grain 124 pks, i 31123 j 44492 UBI 0.175602 1.482534 -2.527563 -2.189627 -1.907986 0.434005 -2.597780 3.393004 1.808987
info: new grain 138 pks, i 31120 j 14877 UBI 1.541872 -1.025727 2.275245 1.254549 0.210438 -2.647304 1.390074 4.310919 1.004452
info: new grain 131 pks, i 31113 j 44041 UBI -0.169808 -0.131376 -2.929468 2.329043 1.244660 1.280364 2.161202 -4.106133 0.058332
info: new grain 131 pks, i 31102 j 14419 UBI 0.448831 0.067165 2.900623 0.628214 2.354906 -1.637641 -4.313928 1.587225 0.630842
info: new grain 145 pks, i 31100 j 15299 UBI -0.996191 2.315463 1.502565 2.603055 0.137831 -1.355004 -2.078630 1.590259 -3.831287
info: new grain 140 pks, i 31099 j 42261 UBI 1.233088 0.926915 -2.498108 -2.193128 1.531038 1.213505 3.073537 2.475900 2.439320
info: new grain 132 pks, i 31098 j 16624 UBI -2.665124 0.755233 -0.972170 0.577790 -2.798013 0.674389 -1.373163 0.768067 4.365459
info: new grain 135 pks, i 31097 j 44468 UBI 2.230232 0.739189 1.760941 -0.363481 1.377846 -2.567376 -2.686853 3.161666 2.076074
info: new grain 141 pks, i 31094 j 14851 UBI 0.494313 -2.564298 1.341911 -2.675840 0.624954 -1.031751 1.121333 -1.916966 -4.075690
info: new grain 133 pks, i 31089 j 43574 UBI 1.422464 0.525424 -2.514619 -1.026173 2.236288 1.602375 4.016596 0.186343 2.313821
info: new grain 135 pks, i 31087 j 43572 UBI -0.608277 0.832225 -2.748528 -2.182165 -0.511840 1.896517 0.106081 4.447115 1.324645
info: new grain 134 pks, i 31086 j 15285 UBI 0.280942 0.663580 -2.844375 -0.500673 2.127607 1.958497 4.575061 0.549576 0.575839
info: new grain 128 pks, i 31083 j 44454 UBI -1.396810 2.540613 -0.453425 -1.535283 -2.432693 0.583894 0.237250 0.941132 4.538502
info: new grain 137 pks, i 31081 j 43566 UBI -0.240256 0.416564 -2.896511 -1.239669 1.899062 1.863451 3.902226 2.510478 0.037702
info: new grain 136 pks, i 31080 j 43124 UBI 0.704487 1.088941 -2.633410 -0.243690 1.792462 2.312127 4.501635 -0.613025 0.950466
info: new grain 140 pks, i 31077 j 15276 UBI -0.031647 -0.360826 -2.912839 -0.499084 -2.289777 1.767675 -4.545744 0.936615 -0.066490
info: new grain 157 pks, i 31072 j 42677 UBI 1.965743 -2.171024 0.189129 0.746256 2.729745 0.781092 -1.373951 -0.867054 4.348822
info: new grain 137 pks, i 31071 j 16597 UBI -0.428307 -1.440536 2.521988 2.563590 1.336075 -0.506536 -1.640712 3.882212 1.939782
info: new grain 129 pks, i 31067 j 43111 UBI 0.442216 -2.861576 -0.492985 -2.702941 0.990935 0.566956 -0.707646 0.675310 -4.537788
info: new grain 130 pks, i 31062 j 15702 UBI 0.571670 -0.327475 2.861271 1.887977 -1.025192 -2.002305 2.229525 4.069126 0.019487
info: new grain 137 pks, i 31057 j 43101 UBI -1.409161 0.381607 -2.546543 -0.408541 -2.459346 1.548463 -3.529478 2.004476 2.253028
info: new grain 152 pks, i 31046 j 43089 UBI 0.914789 -0.242002 -2.778204 1.631760 -1.097183 2.182007 -2.221236 -4.055104 -0.377097
info: new grain 128 pks, i 31045 j 16570 UBI -2.040174 -0.335206 -2.084861 -0.705150 1.263420 2.554293 1.104391 4.154286 -1.749613
info: new grain 139 pks, i 31044 j 14804 UBI 2.732296 1.037769 0.285557 -0.566396 -2.821185 0.577209 0.870481 -1.078697 -4.428478
info: new grain 148 pks, i 31043 j 14803 UBI -0.916761 -1.412809 -2.401629 0.979487 -1.520940 2.312764 -4.308431 -0.142451 1.727662
info: new grain 131 pks, i 31042 j 43526 UBI -1.017909 -0.742649 -2.650268 -0.396956 -1.803515 2.282916 -4.026784 2.103583 0.955608
info: new grain 135 pks, i 31037 j 14798 UBI -1.527761 0.289958 -2.490333 0.318014 -2.647346 1.227429 -3.879724 0.672776 2.456825
info: new grain 128 pks, i 31033 j 44403 UBI 0.773052 1.891841 -2.106966 -1.404161 0.962227 2.391166 4.073156 0.690756 2.114477
info: new grain 143 pks, i 31032 j 14793 UBI 0.187784 -1.785388 2.324132 0.935544 -0.909865 -2.629130 4.233734 1.658062 0.932491
info: new grain 157 pks, i 31031 j 42197 UBI -0.177383 2.930227 -0.024304 -2.224382 -1.613582 -1.033318 -1.907276 -0.080115 4.229913
info: new grain 128 pks, i 31030 j 42636 UBI -1.143769 2.154584 -1.633586 -0.352974 0.021501 2.914420 3.926390 2.431416 0.458221
info: new grain 144 pks, i 31028 j 15669 UBI -1.409896 -0.124786 2.571192 -0.561745 -1.995336 -2.081520 3.349594 -2.721963 1.703701
info: new grain 137 pks, i 31027 j 15668 UBI -2.834166 0.727547 -0.229218 2.018823 2.085403 0.447908 0.502059 0.499967 -4.585852
info: new grain 126 pks, i 31024 j 43510 UBI 0.353726 2.122848 -1.997577 0.993195 0.378163 2.736959 4.081466 -1.836019 -1.226818
info: new grain 125 pks, i 31018 j 15219 UBI 0.606767 -2.424248 -1.540440 2.154854 1.857067 0.723299 0.689198 -2.337114 3.950283
info: new grain 137 pks, i 31017 j 42183 UBI 0.432372 -0.585782 2.843790 -0.837890 -2.138711 -1.828336 4.447743 -0.989243 -0.882311
info: new grain 140 pks, i 31016 j 14337 UBI 0.539966 2.085800 1.995357 -0.632317 0.745500 -2.766380 -4.515311 0.147856 1.069559
info: new grain 134 pks, i 31015 j 15216 UBI 0.684896 -2.264285 -1.739039 -0.960322 -0.485015 2.731749 -4.369567 -0.123905 -1.558356
info: new grain 164 pks, i 31013 j 43059 UBI 0.927302 -0.523669 -2.737309 1.917403 0.797515 2.074027 0.685403 -4.460551 1.083586
info: new grain 138 pks, i 31010 j 44380 UBI -0.941052 1.655130 2.234517 -1.081225 0.424018 -2.695257 -3.363415 -3.079587 0.864287
info: new grain 151 pks, i 31007 j 42613 UBI -0.248712 -2.581576 -1.373989 -0.977715 2.450472 -1.289222 4.163597 0.633651 -1.951325
info: new grain 151 pks, i 31004 j 43491 UBI -1.275904 -0.293773 -2.628572 2.656966 -1.150879 0.476435 -1.966613 -3.962712 1.399556
info: new grain 139 pks, i 31003 j 16086 UBI 0.592676 0.267056 2.863876 -2.410511 -1.427819 -0.872582 2.398292 -3.970966 -0.127898
info: new grain 142 pks, i 31001 j 42167 UBI 0.720735 -2.693536 0.919367 0.004886 2.246341 1.889522 -4.450273 -0.843173 1.015708
info: new grain 130 pks, i 30996 j 15197 UBI -0.924545 -0.586586 2.723184 -1.931581 0.774130 -2.067767 -0.557181 -4.464216 -1.149073
info: new grain 132 pks, i 30993 j 14754 UBI -1.345324 1.884139 -1.805085 1.015664 0.926505 2.592941 4.076248 1.029896 -1.963658
info: new grain 141 pks, i 30988 j 44358 UBI -2.784732 -0.451981 -0.811812 0.617135 0.775413 2.763652 -0.384311 4.475718 -1.170676
info: new grain 125 pks, i 30987 j 43033 UBI 1.672404 -0.406000 -2.379298 0.639904 2.148977 1.892900 2.701134 -2.909429 2.399255
info: new grain 136 pks, i 30877 j 43365 UBI -0.814281 -2.386390 1.503989 2.847689 0.550591 -0.447723 0.149697 2.435048 3.948160
info: new grain 146 pks, i 30873 j 16842 UBI -1.694981 2.237874 0.858259 -1.224464 -2.530809 -0.844748 0.175830 -1.544130 4.373807
info: new grain 138 pks, i 30791 j 15435 UBI 0.572080 -2.338207 1.679404 1.267147 0.260337 -2.633829 3.564586 2.267661 1.929373
info: new grain 148 pks, i 30780 j 44595 UBI -2.522171 -0.355023 -1.461837 -0.026643 0.309495 2.919396 -0.364381 4.598565 -0.491677
info: new grain 130 pks, i 30767 j 15412 UBI 2.779137 0.745976 0.581469 -0.641918 -2.744984 -0.819918 0.611970 1.186246 -4.444821
info: new grain 146 pks, i 30760 j 15405 UBI 0.856327 2.463140 -1.348185 -2.856997 -0.638151 0.218063 -0.201428 2.280034 4.038645
info: new grain 122 pks, i 30699 j 16229 UBI -0.602711 0.937600 2.715993 -0.560482 -2.782261 -0.750929 4.261130 -1.227478 1.369362
info: new grain 140 pks, i 30683 j 43614 UBI 0.368089 2.285417 -1.802810 1.243147 0.014923 2.660783 3.792583 -2.003792 -1.767624
info: new grain 143 pks, i 30678 j 16650 UBI -0.196775 0.680264 2.850647 2.155397 1.138140 -1.636264 -2.709992 3.613400 -1.052818
info: new grain 148 pks, i 30669 j 42719 UBI -0.055026 2.789861 0.920416 -2.492775 -1.339217 -0.778608 -0.579791 -1.454502 4.367196
info: new grain 160 pks, i 30656 j 44474 UBI -2.221376 -1.512919 -1.179712 2.289838 -1.422466 1.163816 -2.136811 -0.074174 4.118472
info: new grain 154 pks, i 30640 j 43573 UBI 2.247783 -1.139653 1.507104 0.179874 0.279689 -2.915845 1.806520 4.244901 0.518467
info: Number of orientations with more than 80 peaks is 413
info: Time taken 0.071/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 4055
info: Tried r1=1 r2=4 attempt 6 of 144, got 413 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 419
info: Number of peaks in ring 2: 102
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 263
info: Time taken 0.000529 /s
info: Scoring 263 potential orientations
info: new grain 165 pks, i 44724 j 3067 UBI 1.898625 2.054779 0.886023 0.903448 -2.769691 -0.381131 1.040718 0.948014 -4.421039
info: new grain 150 pks, i 44636 j 2976 UBI -0.578693 -0.205352 -2.870254 -1.545972 -1.588836 1.926796 -3.080811 3.449087 0.372811
info: new grain 127 pks, i 44582 j 31214 UBI 0.837558 1.930299 2.045511 -0.940540 0.947411 -2.615228 -4.344622 0.161885 1.624280
info: new grain 124 pks, i 44557 j 2895 UBI 0.839425 0.888828 2.668645 1.863899 -1.498219 -1.701316 1.543552 3.984962 -1.808624
info: new grain 143 pks, i 44556 j 3342 UBI -1.805671 -1.995254 1.173313 2.772096 -0.726235 -0.636440 1.317423 1.309599 4.252851
info: new grain 145 pks, i 44481 j 2818 UBI -0.894801 0.770477 2.686269 0.505940 2.066207 -2.025913 -4.419477 -0.279520 -1.388645
info: new grain 135 pks, i 44445 j 2781 UBI -2.902514 -0.066465 -0.442833 1.397989 -2.404669 0.938642 -0.702159 1.309190 4.395925
info: new grain 124 pks, i 44437 j 3221 UBI -0.825978 -0.912087 2.665112 0.497548 2.852136 -0.486702 -4.451276 0.574789 -1.182746
info: new grain 140 pks, i 44434 j 31063 UBI -2.359309 -1.740332 0.180568 -0.281883 2.756691 -0.965430 0.736483 -1.448084 -4.346882
info: new grain 130 pks, i 44427 j 2763 UBI -2.906145 0.157843 0.375125 1.145222 0.210311 -2.695969 -0.312354 -4.603522 -0.490225
info: new grain 130 pks, i 44396 j 2733 UBI -1.957098 2.020850 0.839046 2.727733 0.809014 -0.723252 -1.332801 0.540879 -4.412844
info: new grain 153 pks, i 44390 j 31020 UBI -0.668054 2.110237 -1.929326 -1.155199 0.060434 2.698230 3.609675 2.505462 1.491101
info: new grain 134 pks, i 44389 j 2726 UBI 2.413341 -1.356942 0.977112 -2.517098 -1.488279 -0.259118 1.124180 -1.139849 -4.356355
info: new grain 146 pks, i 44382 j 31012 UBI 1.061636 2.701126 -0.437351 1.528039 -2.340117 -0.900041 -2.148830 0.176336 -4.109100
info: new grain 127 pks, i 44379 j 2716 UBI -1.208992 2.494665 -0.968662 -1.577087 -1.857046 1.635579 1.419771 2.182704 3.843418
info: new grain 132 pks, i 44376 j 2713 UBI 2.418671 1.020669 1.314904 0.124030 -2.460429 -1.596083 0.998788 2.503109 -3.779100
info: new grain 129 pks, i 44370 j 30552 UBI 0.999344 -2.333260 -1.476403 -0.745021 -0.261315 2.828165 -4.340885 -1.070688 -1.243674
info: new grain 130 pks, i 44365 j 2702 UBI 1.433311 -0.194204 -2.553255 -0.070499 2.550188 1.452512 3.877094 -1.182664 2.264242
info: new grain 136 pks, i 44360 j 2697 UBI -0.983684 -0.088229 -2.763854 -1.006420 -1.923988 1.980134 -3.408736 2.940525 1.122077
info: new grain 132 pks, i 44286 j 31364 UBI -1.063482 -2.641055 -0.716892 -1.783774 2.330072 0.072091 0.920790 0.844690 -4.470610
info: new grain 131 pks, i 43892 j 30964 UBI -2.458205 0.475551 -1.536983 1.178565 -2.686649 0.090643 -2.541746 -0.986286 3.756725
info: new grain 134 pks, i 43829 j 31348 UBI 2.217415 1.246371 -1.465973 0.197525 -0.390254 2.902866 1.896013 -4.178619 -0.693235
info: new grain 142 pks, i 43561 j 2783 UBI 2.133919 1.945732 0.526013 0.542069 -2.873446 0.246269 1.239689 -0.146775 -4.471022
info: new grain 132 pks, i 43485 j 30998 UBI -2.742347 1.046269 -0.040360 0.490288 -2.804624 0.713889 0.394249 1.206694 4.464904
info: new grain 136 pks, i 43179 j 31137 UBI -2.914404 0.305586 -0.179218 1.753009 2.308002 -0.474266 0.164234 -1.058436 -4.516665
info: new grain 152 pks, i 43123 j 31079 UBI 2.677453 0.362125 -1.152014 -1.986911 2.153532 -0.196857 1.496898 1.749334 4.026471
info: Number of orientations with more than 80 peaks is 439
info: Time taken 0.018/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 1148
info: Tried r1=4 r2=1 attempt 7 of 144, got 439 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 42
info: Number of peaks in ring 2: 42
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 21
info: Time taken 0.000062 /s
info: Scoring 21 potential orientations
info: new grain 167 pks, i 49584 j 20811 UBI -2.075440 -1.349740 1.578570 -0.510520 0.698171 -2.805745 1.675183 -4.118377 -1.327202
info: new grain 126 pks, i 48784 j 20495 UBI 1.205098 -1.119131 2.431869 -0.771270 -1.776040 -2.207300 4.219696 0.491343 -1.868165
info: Number of orientations with more than 80 peaks is 441
info: Time taken 0.008/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 944
info: Tried r1=6 r2=6 attempt 8 of 144, got 441 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 30.000000 0.866025
info: 90.000000 0.000000
info: 150.000000 -0.866025
info: Number of peaks in ring 1: 105
info: Number of peaks in ring 2: 28
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 53
info: Time taken 0.000133 /s
info: Scoring 53 potential orientations
info: new grain 148 pks, i 44476 j 48831 UBI 0.484417 2.876729 -0.319298 -1.092076 -1.564245 -2.234116 -4.305545 0.888362 1.488149
info: new grain 171 pks, i 44475 j 20983 UBI 1.369563 -1.114140 2.343685 1.383479 0.128279 -2.585765 1.600205 4.226419 1.069022
info: new grain 148 pks, i 44441 j 20967 UBI -1.570626 2.322081 0.870706 0.659467 -2.128594 1.912944 3.912289 2.227567 1.127586
info: new grain 138 pks, i 44392 j 48570 UBI 2.173260 0.820560 -1.795495 -2.645500 -0.642596 -1.096896 -1.276948 4.436252 0.484522
info: new grain 148 pks, i 43789 j 48492 UBI 2.015147 0.178520 2.128611 -2.856035 0.052704 0.675215 0.005101 -4.625412 0.383107
info: Number of orientations with more than 80 peaks is 446
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 452
info: Tried r1=4 r2=6 attempt 9 of 144, got 446 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 30.000000 0.866025
info: 90.000000 0.000000
info: 150.000000 -0.866025
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 50
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000027 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 446
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 452
info: Tried r1=6 r2=4 attempt 10 of 144, got 446 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 38
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 2
info: Time taken 0.000053 /s
info: Scoring 2 potential orientations
info: Number of orientations with more than 80 peaks is 446
info: Time taken 0.002/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 452
info: Tried r1=0 r2=6 attempt 11 of 144, got 446 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 38
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 3
info: Time taken 0.000025 /s
info: Scoring 3 potential orientations
info: Number of orientations with more than 80 peaks is 446
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 452
info: Tried r1=6 r2=0 attempt 12 of 144, got 446 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 50
info: Number of peaks in ring 2: 50
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 50
info: Time taken 0.000077 /s
info: Scoring 50 potential orientations
info: new grain 133 pks, i 44775 j 15164 UBI 1.957049 -2.183874 -0.131812 -2.872058 -0.594551 -0.115213 0.108000 0.375546 -4.625289
info: new grain 148 pks, i 44587 j 43702 UBI 0.569376 -2.857954 -0.379744 -2.647787 1.071468 -0.673551 1.449214 0.865031 -4.321451
info: new grain 145 pks, i 44560 j 14948 UBI 0.418354 -2.731054 0.996148 -2.608505 0.777936 -1.096905 1.382166 -1.330213 -4.225553
info: new grain 127 pks, i 44419 j 15247 UBI 2.512526 1.514036 0.156881 0.051160 -2.934334 0.004420 0.293977 -0.004273 -4.631069
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.008/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=4 r2=4 attempt 13 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Ring 2: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 30.000000 0.866025
info: 90.000000 0.000000
info: 150.000000 -0.866025
info: Number of peaks in ring 1: 2
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 2
info: Time taken 0.000018 /s
info: Scoring 2 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=0 r2=4 attempt 14 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 30.000000 0.866025
info: 90.000000 0.000000
info: 150.000000 -0.866025
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 2
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000021 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=4 r2=0 attempt 15 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Ring 2: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 2
info: Number of peaks in ring 2: 2
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000016 /s
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000022 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=6 r2=10 attempt 16 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000025 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=10 r2=6 attempt 17 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000021 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=4 r2=10 attempt 18 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Ring 2: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000019 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=10 r2=4 attempt 19 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Ring 2: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 2
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 2
info: Time taken 0.000019 /s
info: Scoring 2 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=0 r2=10 attempt 20 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Ring 2: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 2
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000020 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=10 r2=0 attempt 21 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 15.318545 0.964472
info: 61.168460 0.482236
info: 118.831540 -0.482236
info: 164.681455 -0.964472
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000025 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.008/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=6 r2=8 attempt 22 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 15.318545 0.964472
info: 61.168460 0.482236
info: 118.831540 -0.482236
info: 164.681455 -0.964472
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000026 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.008/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=8 r2=6 attempt 23 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 58.681289 0.519798
info: 74.935927 0.259899
info: 105.064073 -0.259899
info: 121.318711 -0.519798
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000016 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=5 r2=6 attempt 24 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Possible angles and cosines between peaks in rings:
info: 58.681289 0.519798
info: 74.935927 0.259899
info: 105.064073 -0.259899
info: 121.318711 -0.519798
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000023 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=6 r2=5 attempt 25 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 33.357369 0.835257
info: 90.000000 0.000000
info: 146.642631 -0.835257
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000022 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=4 r2=8 attempt 26 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 33.357369 0.835257
info: 90.000000 0.000000
info: 146.642631 -0.835257
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000024 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.011/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=8 r2=4 attempt 27 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 15.318545 0.964472
info: 61.168460 0.482236
info: 118.831540 -0.482236
info: 164.681455 -0.964472
info: Number of peaks in ring 1: 2
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 2
info: Time taken 0.000018 /s
info: Scoring 2 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.004/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=0 r2=8 attempt 28 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 15.318545 0.964472
info: 61.168460 0.482236
info: 118.831540 -0.482236
info: 164.681455 -0.964472
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 2
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000024 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=8 r2=0 attempt 29 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 47.613754 0.674125
info: 70.301991 0.337063
info: 109.698009 -0.337063
info: 132.386246 -0.674125
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000017 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=3 r2=6 attempt 30 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 47.613754 0.674125
info: 70.301991 0.337063
info: 109.698009 -0.337063
info: 132.386246 -0.674125
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000021 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=6 r2=3 attempt 31 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 3
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 3
info: Time taken 0.000017 /s
info: Scoring 3 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=2 r2=6 attempt 32 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, 0), (0, -2, 0), (-2, 2, 0), (2, -2, 0), (0, 2, 0), (2, 0, 0)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 3
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 7
info: Time taken 0.000024 /s
info: Scoring 7 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.008/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=6 r2=2 attempt 33 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Possible angles and cosines between peaks in rings:
info: 63.246154 0.450158
info: 90.000000 0.000000
info: 116.753846 -0.450158
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000022 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=4 r2=5 attempt 34 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Ring 2: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 63.246154 0.450158
info: 90.000000 0.000000
info: 116.753846 -0.450158
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000016 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.004/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=5 r2=4 attempt 35 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Ring 2: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Possible angles and cosines between peaks in rings:
info: 58.681289 0.519798
info: 74.935927 0.259899
info: 105.064073 -0.259899
info: 121.318711 -0.519798
info: Number of peaks in ring 1: 2
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000018 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Ring 2: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 58.681289 0.519798
info: 74.935927 0.259899
info: 105.064073 -0.259899
info: 121.318711 -0.519798
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 2
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000013 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 54.281072 0.583809
info: 90.000000 0.000000
info: 125.718928 -0.583809
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000012 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.004/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=3 r2=4 attempt 36 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 54.281072 0.583809
info: 90.000000 0.000000
info: 125.718928 -0.583809
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000020 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=4 r2=3 attempt 37 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 3
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 3
info: Time taken 0.000024 /s
info: Scoring 3 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=2 r2=4 attempt 38 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, -1, 0), (1, -2, 0), (-2, 1, 0), (2, -1, 0), (-1, 2, 0), (1, 1, 0)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 3
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000021 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=4 r2=2 attempt 39 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 47.613754 0.674125
info: 70.301991 0.337063
info: 109.698009 -0.337063
info: 132.386246 -0.674125
info: Number of peaks in ring 1: 2
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 2
info: Time taken 0.000017 /s
info: Scoring 2 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.004/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=0 r2=3 attempt 40 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 47.613754 0.674125
info: 70.301991 0.337063
info: 109.698009 -0.337063
info: 132.386246 -0.674125
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 2
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000014 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=3 r2=0 attempt 41 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 2
info: Number of peaks in ring 2: 3
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 2
info: Time taken 0.000017 /s
info: Scoring 2 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.004/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=0 r2=2 attempt 42 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(0, -1, 0), (1, -1, 0), (-1, 0, 0), (1, 0, 0), (-1, 1, 0), (0, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 3
info: Number of peaks in ring 2: 2
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 3
info: Time taken 0.000017 /s
info: Scoring 3 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=2 r2=0 attempt 43 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Ring 2: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Possible angles and cosines between peaks in rings:
info: 52.017504 0.615421
info: 57.430846 0.538317
info: 81.156395 0.153738
info: 98.843605 -0.153738
info: 122.569154 -0.538317
info: 127.982496 -0.615421
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000018 /s
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000021 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.010/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=8 r2=10 attempt 44 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000019 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.008/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=10 r2=8 attempt 45 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Ring 2: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Possible angles and cosines between peaks in rings:
info: 29.965866 0.866323
info: 50.328333 0.638387
info: 79.483682 0.182516
info: 87.396712 0.045420
info: 92.603288 -0.045420
info: 100.516318 -0.182516
info: 129.671667 -0.638387
info: 150.034134 -0.866323
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000018 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=5 r2=10 attempt 46 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Ring 2: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Possible angles and cosines between peaks in rings:
info: 29.965866 0.866323
info: 50.328333 0.638387
info: 79.483682 0.182516
info: 87.396712 0.045420
info: 92.603288 -0.045420
info: 100.516318 -0.182516
info: 129.671667 -0.638387
info: 150.034134 -0.866323
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000022 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.008/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=10 r2=5 attempt 47 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 30.637089 0.860412
info: 57.663079 0.534897
info: 66.714738 0.395309
info: 113.285262 -0.395309
info: 122.336921 -0.534897
info: 149.362911 -0.860412
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000023 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=8 r2=8 attempt 48 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000016 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=3 r2=10 attempt 49 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000019 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=10 r2=3 attempt 50 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Possible angles and cosines between peaks in rings:
info: 52.017504 0.615421
info: 57.430846 0.538317
info: 81.156395 0.153738
info: 98.843605 -0.153738
info: 122.569154 -0.538317
info: 127.982496 -0.615421
info: Number of peaks in ring 1: 3
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000023 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=2 r2=10 attempt 51 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -2), (2, -2, -2), (-2, 0, -2), (2, 0, -2), (-2, 2, -2), (0, 2, -2), (0, -2, 2), (2, -2, 2), (-2, 0, 2), (2, 0, 2), (-2, 2, 2), (0, 2, 2)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 52.017504 0.615421
info: 57.430846 0.538317
info: 81.156395 0.153738
info: 98.843605 -0.153738
info: 122.569154 -0.538317
info: 127.982496 -0.615421
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 3
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000019 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=10 r2=2 attempt 52 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 43.362745 0.727021
info: 61.552329 0.476356
info: 73.999834 0.275640
info: 88.568901 0.024975
info: 91.431099 -0.024975
info: 106.000166 -0.275640
info: 118.447671 -0.476356
info: 136.637255 -0.727021
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000015 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=5 r2=8 attempt 53 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Possible angles and cosines between peaks in rings:
info: 43.362745 0.727021
info: 61.552329 0.476356
info: 73.999834 0.275640
info: 88.568901 0.024975
info: 91.431099 -0.024975
info: 106.000166 -0.275640
info: 118.447671 -0.476356
info: 136.637255 -0.727021
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 7
info: Time taken 0.000034 /s
info: Scoring 7 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.010/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=8 r2=5 attempt 54 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 32.295210 0.845307
info: 58.653049 0.520219
info: 62.932299 0.455043
info: 82.532972 0.129956
info: 97.467028 -0.129956
info: 117.067701 -0.455043
info: 121.346951 -0.520219
info: 147.704790 -0.845307
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000015 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=3 r2=8 attempt 55 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 32.295210 0.845307
info: 58.653049 0.520219
info: 62.932299 0.455043
info: 82.532972 0.129956
info: 97.467028 -0.129956
info: 117.067701 -0.455043
info: 121.346951 -0.520219
info: 147.704790 -0.845307
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000023 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.008/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=8 r2=3 attempt 56 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 3
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 3
info: Time taken 0.000019 /s
info: Scoring 3 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=2 r2=8 attempt 57 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 3
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 8
info: Time taken 0.000023 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.011/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=8 r2=2 attempt 58 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Ring 2: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Possible angles and cosines between peaks in rings:
info: 30.128146 0.864905
info: 53.507691 0.594715
info: 62.637422 0.459620
info: 117.362578 -0.459620
info: 126.492309 -0.594715
info: 149.871854 -0.864905
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000014 /s
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Possible angles and cosines between peaks in rings:
info: 11.067535 0.981402
info: 36.273974 0.806197
info: 62.884343 0.455788
info: 73.704957 0.280584
info: 106.295043 -0.280584
info: 117.115657 -0.455788
info: 143.726026 -0.806197
info: 168.932465 -0.981402
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000013 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=3 r2=5 attempt 59 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 11.067535 0.981402
info: 36.273974 0.806197
info: 62.884343 0.455788
info: 73.704957 0.280584
info: 106.295043 -0.280584
info: 117.115657 -0.455788
info: 143.726026 -0.806197
info: 168.932465 -0.981402
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000014 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=5 r2=3 attempt 60 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Possible angles and cosines between peaks in rings:
info: 29.965866 0.866323
info: 50.328333 0.638387
info: 79.483682 0.182516
info: 87.396712 0.045420
info: 92.603288 -0.045420
info: 100.516318 -0.182516
info: 129.671667 -0.638387
info: 150.034134 -0.866323
info: Number of peaks in ring 1: 3
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000020 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=2 r2=5 attempt 61 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -3), (1, -1, -3), (-1, 0, -3), (1, 0, -3), (-1, 1, -3), (0, -1, 3), (0, 1, -3), (1, -1, 3), (-1, 0, 3), (1, 0, 3), (-1, 1, 3), (0, 1, 3)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 29.965866 0.866323
info: 50.328333 0.638387
info: 79.483682 0.182516
info: 87.396712 0.045420
info: 92.603288 -0.045420
info: 100.516318 -0.182516
info: 129.671667 -0.638387
info: 150.034134 -0.866323
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 3
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000015 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=5 r2=2 attempt 62 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 39.396019 0.772778
info: 71.437856 0.318333
info: 84.772492 0.091111
info: 95.227508 -0.091111
info: 108.562144 -0.318333
info: 140.603981 -0.772778
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000014 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 3
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 3
info: Time taken 0.000015 /s
info: Scoring 3 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=2 r2=3 attempt 63 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (0, -1, 2), (1, -1, 2), (-1, 1, -2), (0, 1, -2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 3
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000015 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=3 r2=2 attempt 64 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (0, -1, 1), (1, -1, 1), (1, 0, -1), (-1, 0, 1), (-1, 1, -1), (0, 1, -1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 52.017504 0.615421
info: 57.430846 0.538317
info: 81.156395 0.153738
info: 98.843605 -0.153738
info: 122.569154 -0.538317
info: 127.982496 -0.615421
info: Number of peaks in ring 1: 3
info: Number of peaks in ring 2: 3
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 3
info: Time taken 0.000027 /s
info: Scoring 3 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86351217 0.72377464 2.71059448]
[-0.67209772 2.10111164 -1.93537283]
[-4.41490924 -0.0937211 1.43189462]]
info: Unit cell: (2.9354429707556715, 2.934630033598127, 4.642254777792533, 90.00386088648662, 89.99527059981271, 119.98790146695325)
info: Indexes 174 peaks, with <drlv2>=0.007505
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 33
info: Tried r1=2 r2=2 attempt 65 of 144, got 450 grains
info:
Tested 65 pairs and found 450 grains so far
Just \(K_{\alpha_{2}}\)#
[20]:
# make an indexer
idx_a2 = ImageD11.indexing.indexer(unitcell=ref_unitcell, gv=q_sample_a2_paired, minpks=80)
idx_a2.ds_tol = 0.005
idx_a2.assigntorings()
idx_a2.hkl_tol = 0.02
idx_a2.cosine_tol = 0.002
idx_a2.score_all_pairs()
idx_a2.saveubis('grains_found_a2.ubi')
info: gv: Array(shape=(55707, 3), dtype=float64) (55707, 3) float64
info: Assign to rings, maximum d-spacing considered: 0.949427
info: Ring assignment array shape (55707,)
info: Ring ( h, k, l) Mult total indexed to_index ubis peaks_per_ubi tth
info: Ring 11 ( 0, -1, -4) 12 646 0 646 N/A N/A -56.55
info: Ring 10 ( -2, 0, -2) 12 1836 0 1836 N/A N/A -53.29
info: Ring 9 ( 0, 0, -4) 2 443 0 443 N/A N/A -51.06
info: Ring 8 ( -2, 0, -1) 12 4338 0 4338 N/A N/A -48.14
info: Ring 7 ( -1, -1, -2) 12 4710 0 4710 N/A N/A -47.54
info: Ring 6 ( 0, -2, 0) 6 2761 0 2761 N/A N/A -46.32
info: Ring 5 ( 0, -1, -3) 12 7074 0 7074 N/A N/A -44.46
info: Ring 4 ( 1, -2, 0) 6 5292 0 5292 N/A N/A -39.83
info: Ring 3 ( 0, -1, -2) 12 10693 0 10693 N/A N/A -33.92
info: Ring 2 ( -1, 0, -1) 12 10748 0 10748 N/A N/A -25.92
info: Ring 1 ( 0, 0, -2) 2 1792 0 1792 N/A N/A -24.89
info: Ring 0 ( 0, -1, 0) 6 5374 0 5374 N/A N/A -22.68
info: Using only those peaks which are assigned to rings for scoring trial matrices
info: Shape of scoring matrix (55707, 3)
info: Assign to rings, maximum d-spacing considered: 0.949427
info: Ring assignment array shape (55707,)
info: Ring ( h, k, l) Mult total indexed to_index ubis peaks_per_ubi tth
info: Ring 11 ( 0, -1, -4) 12 646 0 646 N/A N/A -56.55
info: Ring 10 ( -2, 0, -2) 12 1836 0 1836 N/A N/A -53.29
info: Ring 9 ( 0, 0, -4) 2 443 0 443 N/A N/A -51.06
info: Ring 8 ( -2, 0, -1) 12 4338 0 4338 N/A N/A -48.14
info: Ring 7 ( -1, -1, -2) 12 4710 0 4710 N/A N/A -47.54
info: Ring 6 ( 0, -2, 0) 6 2761 0 2761 N/A N/A -46.32
info: Ring 5 ( 0, -1, -3) 12 7074 0 7074 N/A N/A -44.46
info: Ring 4 ( 1, -2, 0) 6 5292 0 5292 N/A N/A -39.83
info: Ring 3 ( 0, -1, -2) 12 10693 0 10693 N/A N/A -33.92
info: Ring 2 ( -1, 0, -1) 12 10748 0 10748 N/A N/A -25.92
info: Ring 1 ( 0, 0, -2) 2 1792 0 1792 N/A N/A -24.89
info: Ring 0 ( 0, -1, 0) 6 5374 0 5374 N/A N/A -22.68
info: Using only those peaks which are assigned to rings for scoring trial matrices
info: Shape of scoring matrix (55707, 3)
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -4), (0, 0, 4)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 443
info: Number of peaks in ring 2: 443
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000726 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 1792
info: Number of peaks in ring 2: 443
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.002884 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -4), (0, 0, 4)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 443
info: Number of peaks in ring 2: 1792
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.001389 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 1792
info: Number of peaks in ring 2: 1792
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.005574 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 2761
info: Number of peaks in ring 2: 443
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1404
info: Time taken 0.005115 /s
info: Scoring 1404 potential orientations
info: new grain 145 pks, i 49697 j 26602 UBI -1.715234 -1.060762 2.134390 -0.236301 2.810425 -0.810617 -3.196832 -1.180078 -3.151682
info: new grain 140 pks, i 49695 j 54448 UBI -0.750603 2.012499 2.000410 -2.082249 -1.485326 -1.441865 0.043127 -3.264581 3.299458
info: new grain 140 pks, i 49687 j 54336 UBI 2.121827 -0.325163 -2.002406 -0.336705 2.570836 1.375414 2.923653 -1.395187 3.323541
info: new grain 120 pks, i 49683 j 54334 UBI 1.602080 1.645908 -1.828200 0.315449 -2.918994 0.006171 -3.311886 -0.364064 -3.230445
info: new grain 148 pks, i 49682 j 26597 UBI 0.405850 2.225368 1.869683 -2.720565 -0.884302 -0.659850 0.115773 -2.995812 3.543314
info: new grain 148 pks, i 49678 j 54331 UBI -0.513202 2.295873 1.756363 2.692611 -0.450056 -1.084099 -1.055829 2.597684 -3.698093
info: new grain 154 pks, i 49671 j 54377 UBI 1.740834 2.221200 0.807404 0.414451 -2.675948 1.135835 2.912570 -1.019740 -3.464540
info: new grain 131 pks, i 49670 j 26591 UBI -1.276294 1.585425 -2.115640 2.513346 0.916631 1.208147 2.398704 -2.349329 -3.206975
info: new grain 144 pks, i 49666 j 26590 UBI -2.207929 1.704962 0.915133 2.705507 0.408187 1.062048 0.892792 2.997167 -3.428747
info: new grain 151 pks, i 49661 j 54324 UBI 1.412738 1.954216 -1.674599 0.407244 -2.873953 -0.436272 -3.523178 -0.041743 -3.021576
info: new grain 135 pks, i 49658 j 26586 UBI -1.611265 2.451050 0.086566 -0.573122 -2.198860 1.860210 2.953490 1.830052 3.075597
info: new grain 128 pks, i 49656 j 26475 UBI -0.568410 -2.845107 -0.449571 -1.501705 2.047851 -1.473067 3.178456 -0.101506 -3.380545
info: new grain 138 pks, i 49655 j 26584 UBI 2.656017 0.016315 1.251702 -2.109213 1.772224 1.012778 -1.369398 -3.314600 2.945053
info: new grain 154 pks, i 49654 j 26583 UBI -2.034553 -2.072262 0.425777 2.346577 0.136954 1.759288 -2.305575 2.844640 2.852388
info: new grain 138 pks, i 49653 j 54429 UBI 0.537605 -2.865079 -0.349798 1.322331 1.963918 -1.734770 3.520463 0.290314 3.011310
info: new grain 140 pks, i 49648 j 26471 UBI 0.225004 -2.276970 -1.840337 -2.269016 1.849500 -0.222952 2.431954 2.627775 -2.952909
info: new grain 140 pks, i 49647 j 54427 UBI 2.526151 1.055718 -1.058499 -2.547423 1.235817 -0.776493 0.306116 2.896805 3.613000
info: new grain 147 pks, i 49640 j 54425 UBI -1.408367 -2.252277 -1.249244 2.873941 0.374047 -0.466297 0.944184 -2.639453 3.698897
info: new grain 134 pks, i 49639 j 54424 UBI 1.055512 -1.946070 1.927018 1.824451 1.847567 -1.367849 -0.558796 3.085897 3.422659
info: new grain 131 pks, i 49636 j 26464 UBI -0.667193 2.290398 1.709297 -1.056420 -2.664776 0.637767 3.740213 -0.859835 2.608781
info: new grain 154 pks, i 49635 j 54309 UBI 0.158665 2.866353 -0.612112 1.931914 -1.862908 -1.188081 -2.824433 -0.619028 -3.631523
info: new grain 140 pks, i 49632 j 54418 UBI -1.031808 1.874372 2.010492 2.884706 -0.153033 -0.519397 -0.411191 3.276200 -3.262550
info: new grain 136 pks, i 49627 j 26569 UBI 1.498570 1.105656 -2.269921 -2.742857 0.900937 0.526628 1.633301 3.382164 2.726439
info: new grain 131 pks, i 49626 j 26568 UBI -0.893477 1.699724 2.219588 2.834397 -0.052411 -0.759533 -0.730708 3.493110 -2.969499
info: new grain 128 pks, i 49625 j 26567 UBI 2.645221 1.256517 0.206299 -0.787187 -2.085706 1.910405 1.760091 -3.243315 -2.814728
info: new grain 132 pks, i 49622 j 54412 UBI -2.422122 0.637298 -1.533073 2.573409 1.196097 -0.754290 0.841082 -3.586937 -2.821076
info: new grain 135 pks, i 49619 j 26563 UBI -1.060355 -2.675178 0.575550 2.283591 1.034679 1.528782 -2.913992 1.825482 3.117802
info: new grain 148 pks, i 49618 j 54298 UBI 1.643032 0.620442 2.351303 -2.009124 1.925217 -0.937872 -3.179115 -1.980476 2.741506
info: new grain 140 pks, i 49613 j 54407 UBI -1.228112 1.568235 2.156760 2.922404 -0.100236 -0.262618 -0.121350 3.718090 -2.774940
info: new grain 120 pks, i 49606 j 26555 UBI 1.238989 -1.923189 -1.840064 -2.914457 0.353021 0.010872 0.391683 3.325598 -3.213051
info: new grain 136 pks, i 49605 j 26554 UBI 2.766258 0.274814 0.942360 -1.855513 -1.796021 1.397452 1.289563 -3.491477 -2.773528
info: new grain 138 pks, i 49601 j 26441 UBI 0.892434 -2.410730 -1.418747 0.791911 2.653239 -0.975394 3.799446 -0.156652 2.657495
info: new grain 137 pks, i 49598 j 26439 UBI -0.277128 2.339067 1.751766 -2.341942 -1.051155 -1.428046 -0.932984 -2.793750 3.584339
info: new grain 133 pks, i 49596 j 54395 UBI 2.046328 1.905171 -0.891536 -2.499794 -0.280814 -1.512216 -1.948619 3.311459 2.604981
info: new grain 126 pks, i 49595 j 54283 UBI 1.249178 1.247005 2.346382 1.398655 -2.139097 -1.443468 2.000897 3.162679 -2.744679
info: new grain 132 pks, i 49592 j 26436 UBI -2.910426 0.282270 -0.253968 1.774828 1.242579 -1.982847 -0.151767 -3.868292 -2.559261
info: new grain 147 pks, i 49590 j 54393 UBI -0.745803 2.343144 1.603346 2.715109 -1.101332 0.187693 1.370896 2.790018 -3.445802
info: new grain 88 pks, i 49575 j 54252 UBI 2.547296 -1.469438 0.003200 -2.034721 -0.567346 2.034101 -1.859534 -3.241573 -2.755109
info: new grain 134 pks, i 49567 j 54274 UBI 0.189850 2.035060 2.106333 2.229659 -1.854874 -0.454581 1.854679 2.974238 -3.043076
info: new grain 132 pks, i 49566 j 26427 UBI 2.500363 -0.893747 -1.253539 -2.553378 -1.218267 -0.783874 -0.513146 3.207362 -3.314971
info: new grain 128 pks, i 49563 j 26537 UBI 1.666566 2.147644 1.108668 0.013654 -2.659536 1.243426 3.493618 -1.278899 -2.774306
info: new grain 131 pks, i 49558 j 26535 UBI -2.010227 0.188249 -2.131324 0.285943 -2.487061 1.534279 -3.115878 1.539198 3.075670
info: new grain 130 pks, i 49556 j 26422 UBI 1.189597 1.573781 2.174787 1.120226 -2.622818 -0.696046 2.865638 2.028438 -3.034412
info: new grain 139 pks, i 49555 j 54267 UBI -1.545949 -1.256965 2.157378 -0.643996 2.728927 -0.871275 -2.977197 -1.699485 -3.125983
info: new grain 128 pks, i 49554 j 26531 UBI -0.752052 2.240639 -1.740246 2.782289 -0.934985 0.069180 -0.916592 -2.980636 -3.438614
info: new grain 139 pks, i 49548 j 26416 UBI 1.878725 1.784457 1.379845 -0.481220 -2.706907 1.030332 3.468990 -1.616689 -2.627263
info: new grain 150 pks, i 49546 j 26415 UBI -1.677596 -2.164358 -1.064443 2.561972 0.640652 -1.281865 2.145520 -3.031973 2.781378
info: new grain 136 pks, i 49545 j 26525 UBI -1.711091 0.922818 -2.200224 -1.005191 -1.996200 1.903003 -1.639422 3.398621 2.700836
info: new grain 128 pks, i 49539 j 26522 UBI 1.656523 -2.400963 0.339680 -2.161327 0.571930 1.901668 -2.960020 -2.415086 -2.634453
info: new grain 132 pks, i 49526 j 54365 UBI -1.068139 2.001621 1.864163 2.876333 -0.083001 -0.574633 -0.621064 2.952553 -3.527352
info: new grain 157 pks, i 49523 j 54363 UBI -0.196707 -2.111185 -2.030331 -2.368838 1.585895 0.707188 1.073440 3.075989 -3.304755
info: new grain 146 pks, i 49517 j 54359 UBI -0.129423 -2.242710 -1.888535 2.561822 1.340589 0.514132 0.852302 -2.966116 3.465729
info: new grain 124 pks, i 49514 j 26511 UBI -0.081931 1.793115 -2.322604 -2.368580 -1.578170 0.720541 -1.475512 3.457331 2.721501
info: new grain 130 pks, i 49511 j 26399 UBI 0.072159 -1.899169 -2.237533 2.353014 1.650554 0.599876 1.587676 -3.298160 2.851240
info: new grain 143 pks, i 49510 j 26398 UBI -1.690685 -1.481673 -1.888680 -0.380894 2.890049 0.361155 3.060255 0.830257 -3.388145
info: new grain 138 pks, i 49508 j 26397 UBI 1.785685 0.915215 -2.142666 0.898113 -2.074293 1.873816 -1.699382 -3.275572 -2.814081
info: new grain 142 pks, i 49507 j 26507 UBI -2.803175 0.631853 0.602337 1.266757 -2.355727 1.211095 1.357291 2.584468 3.606751
info: new grain 145 pks, i 49506 j 26395 UBI -0.312243 -2.211480 1.906132 -2.353977 1.504117 -0.902070 -0.542556 -2.964403 -3.528894
info: new grain 135 pks, i 49505 j 54240 UBI -0.155552 -1.815877 2.301118 -2.273274 0.232314 -1.844839 1.750683 -3.427563 -2.591428
info: new grain 146 pks, i 49502 j 54238 UBI -0.721811 2.808113 0.467315 1.946869 -1.327165 1.751433 3.442760 1.353845 -2.801572
info: new grain 140 pks, i 49494 j 54236 UBI 0.266095 -2.397351 -1.675360 1.883236 2.229150 -0.317511 2.794722 -1.908714 3.175390
info: new grain 136 pks, i 49491 j 54235 UBI 1.725854 -1.610550 1.746176 0.904582 2.630115 -0.937162 -1.916367 1.989420 3.730858
info: new grain 134 pks, i 49490 j 26500 UBI -1.857354 1.318132 -1.852068 2.508136 1.327198 0.758278 2.149062 -2.012637 -3.586210
info: new grain 149 pks, i 49485 j 54344 UBI 1.366075 1.880119 1.792589 -2.625305 0.685500 -1.120031 -2.074315 -1.978922 3.650786
info: new grain 148 pks, i 49481 j 26385 UBI 1.944785 0.191173 -2.191578 -1.464263 -2.505093 0.448991 -3.358635 1.453034 -2.853586
info: new grain 145 pks, i 49478 j 26384 UBI -0.194933 2.070335 -2.071818 2.521167 -0.385877 1.457463 1.376253 -3.068770 -3.194733
info: new grain 132 pks, i 49464 j 26405 UBI -1.654557 2.007374 1.362229 2.922857 0.082640 0.264446 0.256417 2.740997 -3.736712
info: new grain 122 pks, i 49419 j 26550 UBI 0.532029 2.163204 1.907575 -2.412220 -1.651045 0.291261 2.351956 -2.954948 2.697018
info: new grain 143 pks, i 49401 j 26572 UBI -2.370891 1.355088 1.076826 2.679641 0.794766 0.899702 0.226572 3.120731 -3.426771
info: new grain 140 pks, i 49397 j 26570 UBI -1.199058 -2.597164 -0.656334 -0.841288 2.413193 -1.446192 3.321996 -0.735850 -3.156770
info: new grain 131 pks, i 49376 j 54292 UBI 1.756848 1.030875 2.113644 0.962835 -2.097273 -1.814356 1.593639 3.245386 -2.909357
info: new grain 131 pks, i 49341 j 54389 UBI -2.241927 1.236872 -1.435095 2.749085 0.868550 -0.546437 0.356495 -3.218175 -3.326849
info: new grain 131 pks, i 49311 j 26413 UBI -1.672016 1.829752 1.572745 2.925491 0.192782 0.147422 -0.020303 3.014186 -3.528899
info: new grain 148 pks, i 49236 j 26603 UBI -1.460738 2.479304 0.580331 2.647953 -0.451789 1.182523 1.985594 2.028585 -3.670932
info: new grain 156 pks, i 49226 j 26489 UBI 0.203208 1.639548 2.425028 -2.607830 -0.390713 -1.294255 -0.730423 -3.768646 2.608457
info: new grain 138 pks, i 49219 j 54330 UBI -1.680252 -1.262026 -2.048899 -0.438625 2.810590 0.730346 3.001520 1.320272 -3.281691
info: new grain 131 pks, i 49218 j 26483 UBI -1.914411 1.086776 1.944013 0.965467 -2.759321 0.273950 3.521273 1.494291 2.628742
info: new grain 134 pks, i 49209 j 26592 UBI 1.999025 1.357956 -1.665698 -0.634049 -2.826067 -0.479710 -3.332155 1.252561 -2.977614
info: new grain 130 pks, i 49197 j 26479 UBI -0.726088 2.135970 1.877343 2.822933 -0.502411 -0.630813 -0.250898 3.011183 -3.523485
info: new grain 131 pks, i 49196 j 54434 UBI -1.711883 -1.270170 2.017429 1.494547 -1.655575 -1.909552 3.584323 -0.158433 2.943149
info: new grain 140 pks, i 49186 j 26579 UBI 2.383270 -0.074033 -1.710096 -1.654672 2.424785 0.108009 2.571616 1.598227 3.515804
info: new grain 142 pks, i 49166 j 26564 UBI 0.955785 1.884419 2.037269 -2.741526 -1.042584 0.135790 1.482109 -3.552626 2.592111
info: new grain 116 pks, i 49155 j 54406 UBI -0.602939 2.115403 1.944137 -1.584378 -2.471355 -0.018891 2.962597 -1.922544 3.010684
info: new grain 146 pks, i 49152 j 54404 UBI 1.735266 2.317194 -0.489073 0.466122 -2.513563 -1.444607 -2.843935 1.417513 -3.380891
info: new grain 149 pks, i 49123 j 54391 UBI -2.347658 1.167956 1.322186 2.698195 0.616102 0.981600 0.205812 3.649651 -2.857728
info: new grain 130 pks, i 49118 j 26432 UBI -0.790774 2.787583 0.471085 -1.231014 -2.158811 1.562772 3.341290 0.408642 3.195070
info: new grain 139 pks, i 49100 j 54383 UBI -1.962623 -1.476985 1.608264 2.862883 -0.245352 0.592152 -0.298482 3.586247 2.931500
info: new grain 148 pks, i 49088 j 26418 UBI -2.230165 -0.622071 -1.802356 1.918433 -2.097248 0.738856 -2.636397 -1.122194 3.650847
info: new grain 138 pks, i 49086 j 26528 UBI 2.120555 -1.417701 -1.454679 -0.273391 2.909510 -0.271115 2.872822 0.605246 3.595047
info: new grain 135 pks, i 49077 j 54370 UBI 2.391867 0.185345 1.691331 -1.761711 -2.339705 0.199370 2.484847 -2.149799 -3.278989
info: new grain 142 pks, i 49065 j 54255 UBI -1.160724 -1.581170 2.184257 2.299059 -1.038382 -1.502750 2.885616 2.037872 3.008476
info: new grain 132 pks, i 49054 j 26515 UBI -0.491603 -2.518934 1.425157 -1.858514 2.250626 0.312801 -2.484795 -1.552240 -3.599583
info: new grain 136 pks, i 49051 j 26513 UBI -2.336139 -0.363864 1.740442 1.836455 2.244428 0.457078 -2.532784 2.652299 -2.844948
info: new grain 132 pks, i 49032 j 26504 UBI 1.176410 -2.241680 1.484751 0.423035 2.754819 0.922662 -3.830741 -0.283509 2.605728
info: new grain 146 pks, i 49029 j 26391 UBI -1.368010 -1.565055 2.073811 2.224046 -1.185046 -1.506876 2.994077 1.583078 3.172135
info: new grain 144 pks, i 49015 j 54233 UBI 1.686550 1.798570 -1.595800 -2.906153 0.406174 0.088125 0.501675 2.786563 3.675254
info: new grain 125 pks, i 49007 j 54341 UBI -0.911706 -1.985257 1.963042 2.797423 0.885433 -0.000565 -1.080253 3.415481 2.951818
info: new grain 150 pks, i 48984 j 54332 UBI 0.758842 -2.161384 1.836537 1.753525 2.330794 -0.328100 -2.220454 2.158307 3.457516
info: new grain 141 pks, i 48946 j 26466 UBI 0.741395 -1.690806 -2.281728 -2.676432 -0.226036 1.185125 -1.564868 3.251389 -2.917844
info: new grain 130 pks, i 48933 j 26566 UBI 0.184684 -2.676595 1.191942 -2.132297 1.836154 0.836953 -2.753739 -1.677581 -3.338041
info: Number of orientations with more than 80 peaks is 100
info: Time taken 0.078/s
info: UBI for best fitting
[[-0.19670724 -2.11118549 -2.03033144]
[-2.36883779 1.58589483 0.70718756]
[ 1.07344018 3.0759891 -3.30475483]]
info: Unit cell: (2.9356504676204542, 2.937102166525424, 4.640623585399306, 90.00711230248217, 89.98060886963111, 120.05236766865819)
info: Indexes 160 peaks, with <drlv2>=0.007467
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 42237
info: Tried r1=6 r2=9 attempt 1 of 144, got 100 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -4), (0, 0, 4)]
info: Ring 2: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 48
info: Number of peaks in ring 2: 1978
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 48
info: Time taken 0.000203 /s
info: Scoring 48 potential orientations
info: new grain 130 pks, i 54422 j 20862 UBI -1.101535 -2.051610 -1.788790 2.459382 -0.536977 1.508935 -2.520101 -1.703927 3.504530
info: new grain 141 pks, i 54399 j 48672 UBI 0.372550 2.277223 1.813214 2.309563 -1.620019 -0.816850 0.668301 2.792119 -3.646214
info: new grain 142 pks, i 54388 j 21266 UBI -2.680081 -0.506742 -1.083783 1.490760 2.390668 -0.826210 1.871968 -2.381769 -3.516773
info: new grain 144 pks, i 54387 j 48648 UBI 2.321130 1.383134 -1.144524 -2.631305 0.241295 -1.280596 -0.929050 3.724004 2.611638
info: new grain 135 pks, i 54381 j 48640 UBI 1.751751 -1.567953 1.759518 -2.875050 -0.586707 -0.111600 0.750257 -3.021165 -3.441042
info: new grain 137 pks, i 54368 j 48396 UBI -2.163874 -0.848067 -1.793761 1.646064 -2.011192 1.366271 -2.960641 0.003504 3.571498
info: new grain 128 pks, i 54366 j 48613 UBI -1.586114 -1.775678 1.718519 2.898554 -0.392707 -0.237827 0.680438 2.861403 3.589956
info: new grain 138 pks, i 54289 j 21062 UBI -1.735697 0.850743 2.209410 0.074006 -2.822573 -0.804481 3.449701 -0.765218 3.007070
info: Number of orientations with more than 80 peaks is 108
info: Time taken 0.008/s
info: UBI for best fitting
[[-0.19670724 -2.11118549 -2.03033144]
[-2.36883779 1.58589483 0.70718756]
[ 1.07344018 3.0759891 -3.30475483]]
info: Unit cell: (2.9356504676204542, 2.937102166525424, 4.640623585399306, 90.00711230248217, 89.98060886963111, 120.05236766865819)
info: Indexes 160 peaks, with <drlv2>=0.007467
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 41205
info: Tried r1=9 r2=6 attempt 2 of 144, got 108 grains
info: hkls of rings being used for indexing
info: Ring 1: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 3978
info: Number of peaks in ring 2: 16
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 101
info: Time taken 0.004019 /s
info: Scoring 101 potential orientations
info: new grain 141 pks, i 44787 j 26494 UBI -1.760464 2.275346 -0.592941 -0.953022 -2.185144 1.710160 1.618966 2.225275 3.738510
info: new grain 126 pks, i 44638 j 26451 UBI 0.918424 -2.159850 -1.762268 1.928675 1.449109 1.675190 -0.663459 -3.069315 3.417115
info: new grain 139 pks, i 44622 j 26448 UBI 0.898876 1.983058 1.970784 1.680805 -2.329574 -0.612560 2.096438 2.400901 -3.371793
info: new grain 133 pks, i 44572 j 26545 UBI 2.306809 -0.099820 -1.812342 -0.595276 -2.284843 1.747534 -2.679977 -1.840370 -3.310222
info: new grain 140 pks, i 43019 j 26514 UBI -1.843341 1.963733 -1.167000 2.216525 0.898402 1.702557 2.731459 0.341299 -3.737556
info: Number of orientations with more than 80 peaks is 113
info: Time taken 0.004/s
info: UBI for best fitting
[[-0.19670724 -2.11118549 -2.03033144]
[-2.36883779 1.58589483 0.70718756]
[ 1.07344018 3.0759891 -3.30475483]]
info: Unit cell: (2.9356504676204542, 2.937102166525424, 4.640623585399306, 90.00711230248217, 89.98060886963111, 120.05236766865819)
info: Indexes 160 peaks, with <drlv2>=0.007467
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 40560
info: Tried r1=4 r2=9 attempt 3 of 144, got 113 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 1340
info: Number of peaks in ring 2: 1890
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1162
info: Time taken 0.004929 /s
info: Scoring 1162 potential orientations
info: new grain 128 pks, i 31424 j 49006 UBI -2.646516 0.368856 1.216480 2.419967 0.678572 1.516393 -0.166285 4.327529 -1.671554
info: new grain 144 pks, i 31417 j 49470 UBI -1.433522 -0.384052 -2.533608 -1.434039 0.988920 2.362609 0.994947 4.364789 -1.224469
info: new grain 142 pks, i 31409 j 21620 UBI -0.477879 -0.686178 2.813807 -2.192025 1.046069 -1.648666 -1.132398 -4.326118 -1.247926
info: new grain 145 pks, i 31406 j 21850 UBI 0.492085 -1.188378 -2.639591 -0.570373 -1.726683 2.304973 -4.536708 0.232955 -0.950180
info: new grain 135 pks, i 31404 j 21616 UBI -1.607477 -0.042769 2.456443 -0.970404 1.444237 -2.364011 -2.143196 -3.845717 -1.469410
info: new grain 130 pks, i 31403 j 48753 UBI 0.954650 1.323764 -2.440269 -0.225254 1.518719 2.502522 4.364870 -1.143311 1.086581
info: new grain 132 pks, i 31402 j 21614 UBI -2.784439 0.932991 -0.025099 1.260825 -0.923042 -2.484180 -1.454728 -4.320564 0.867251
info: new grain 124 pks, i 31401 j 21150 UBI 2.327183 -1.781395 0.182368 -1.011009 0.828245 -2.628057 2.817826 3.686834 0.078289
info: new grain 129 pks, i 31399 j 21386 UBI -1.132752 2.675839 -0.419666 0.728993 -1.663836 -2.306690 -4.270874 -1.814213 -0.041467
info: new grain 137 pks, i 31398 j 20683 UBI 0.792366 -0.651645 2.749831 -2.665600 -0.746458 -0.974470 1.674211 -4.080307 -1.451215
info: new grain 138 pks, i 31397 j 49690 UBI -2.525453 1.069837 1.048747 2.361194 -0.158608 1.737236 1.259384 4.267941 -1.314825
info: new grain 137 pks, i 31396 j 49457 UBI -2.731769 0.110160 1.073515 2.287049 -0.225343 1.824675 0.275316 4.628516 0.227733
info: new grain 130 pks, i 31389 j 48527 UBI 0.737599 0.901290 -2.694840 1.943134 0.185051 2.193251 1.538353 -4.260781 -1.004071
info: new grain 133 pks, i 31388 j 21381 UBI -1.992882 -1.710014 -1.313048 -0.443856 2.894995 0.183350 2.170195 0.589932 -4.060335
info: new grain 138 pks, i 31384 j 21840 UBI 1.802958 -2.119750 -0.936751 -1.570309 1.553937 -1.934232 3.455057 3.081025 -0.327346
info: new grain 168 pks, i 31383 j 21607 UBI 0.288508 1.783367 2.314133 -1.128869 1.024383 -2.509118 -4.253744 -1.170196 1.434520
info: new grain 141 pks, i 31382 j 48985 UBI 2.085968 -2.064883 -0.084811 -1.110112 0.859053 2.577229 -3.265364 -3.282747 -0.318356
info: new grain 134 pks, i 31372 j 49677 UBI -0.494639 0.107352 -2.892555 -0.356099 -2.523770 1.457088 -4.438705 1.088587 0.801334
info: new grain 137 pks, i 31371 j 48738 UBI 0.747143 0.319647 -2.820976 1.901417 0.730935 2.113373 1.704564 -4.316932 -0.039226
info: new grain 146 pks, i 31369 j 48980 UBI 2.065838 1.671619 -1.241143 -1.681055 -1.734130 -1.669056 -3.074853 3.444225 -0.476681
info: new grain 134 pks, i 31367 j 49675 UBI 2.787249 0.759238 0.518351 -1.603880 -1.241675 2.124484 1.400992 -4.197773 -1.396303
info: new grain 144 pks, i 31366 j 21828 UBI 2.645732 1.121288 -0.595669 -1.317963 -1.763085 -1.942737 -2.009580 3.686051 -1.981140
info: new grain 141 pks, i 31365 j 20670 UBI -2.844031 0.666326 -0.289721 1.642250 -0.488964 -2.383573 -1.074584 -4.510705 0.185679
info: new grain 142 pks, i 31363 j 20889 UBI 1.165442 0.311308 2.676032 -0.052834 -2.643600 -1.279049 4.145605 0.840572 -1.905472
info: new grain 140 pks, i 31361 j 21366 UBI -1.613346 -0.558999 2.386852 -0.914252 1.989990 -1.956186 -2.270503 -3.319519 -2.315627
info: new grain 142 pks, i 31356 j 48513 UBI 0.471923 -1.000798 2.718709 -1.718050 -1.510048 -1.841509 3.697523 -2.363026 -1.509659
info: new grain 135 pks, i 31355 j 20885 UBI -2.780417 0.933229 -0.137935 1.521300 -0.451886 -2.470099 -1.470175 -4.400823 -0.102269
info: new grain 139 pks, i 31353 j 49206 UBI 0.580429 0.421573 -2.847898 0.238031 2.229905 1.891297 4.448077 -1.100789 0.741402
info: new grain 136 pks, i 31351 j 20662 UBI 1.548647 -2.110338 1.326891 -1.756170 1.746402 1.579115 -3.512023 -2.969212 -0.623676
info: new grain 132 pks, i 31349 j 21357 UBI 1.534265 -2.385487 0.754544 -2.819420 0.238963 0.780829 -1.268742 -2.069779 -3.956735
info: new grain 130 pks, i 31344 j 49199 UBI -1.388806 0.650666 -2.502928 -0.837337 -2.328883 1.581550 -2.985005 2.665847 2.347457
info: new grain 137 pks, i 31342 j 21352 UBI -2.664922 -1.215349 -0.199156 1.369696 0.941698 -2.421319 1.945580 -4.180150 -0.525090
info: new grain 141 pks, i 31341 j 48506 UBI -2.296438 -0.541962 -1.745866 2.629932 -1.141946 -0.634639 -1.026391 -3.760597 2.518211
info: new grain 130 pks, i 31335 j 21811 UBI -1.211663 -0.814587 2.546323 -1.438644 -0.447733 -2.520667 1.985614 -4.175765 -0.392709
info: new grain 135 pks, i 31329 j 20654 UBI 0.458213 1.345968 2.567638 2.104267 -0.008020 -2.048014 -1.698885 3.939808 -1.765990
info: new grain 145 pks, i 31327 j 20653 UBI 1.328945 -0.640690 -2.538154 0.939521 -1.221891 2.497220 -2.926799 -3.546962 -0.636521
info: new grain 140 pks, i 31324 j 21803 UBI 1.883237 1.595879 -1.589547 -2.581992 -0.792242 -1.147257 -1.919743 3.896178 1.634754
info: new grain 128 pks, i 31319 j 48521 UBI -1.014213 0.700511 -2.668421 2.324865 1.404479 1.105957 2.815458 -3.161887 -1.899206
info: new grain 164 pks, i 31314 j 49410 UBI 1.119748 0.622886 -2.642168 0.566108 1.751744 2.284309 3.767403 -2.522135 1.003599
info: new grain 136 pks, i 31313 j 49409 UBI 1.296899 -0.979754 2.445175 1.383032 -0.211275 -2.581206 1.894024 4.183344 0.670952
info: new grain 136 pks, i 31309 j 49406 UBI -0.613685 1.587702 -2.390913 -1.139741 0.756920 2.595907 3.695061 2.684641 0.834102
info: new grain 134 pks, i 31306 j 20863 UBI -0.053301 1.862591 -2.269029 1.595876 0.633163 2.379477 3.653735 -2.167637 -1.869042
info: new grain 132 pks, i 31304 j 20861 UBI 1.117784 1.014046 -2.519000 -0.803012 1.876404 2.109556 4.267047 -0.211130 1.810151
info: new grain 134 pks, i 31302 j 20640 UBI 1.095803 -1.481320 2.285782 -1.492999 -1.421342 -2.089192 3.943726 -0.698001 -2.343700
info: new grain 146 pks, i 31301 j 20639 UBI -0.623599 -0.563515 2.812019 -1.360208 -1.492074 -2.130235 3.354951 -3.205603 0.103728
info: new grain 137 pks, i 31294 j 48941 UBI 1.503154 -2.100158 -1.393249 -2.906052 -0.251563 0.336421 -0.657862 2.202094 -4.033074
info: new grain 137 pks, i 31293 j 48940 UBI 0.638075 0.708181 -2.777828 2.150456 -0.724221 1.862105 -0.437104 -4.451508 -1.233099
info: new grain 126 pks, i 31289 j 48937 UBI -0.128730 -1.091512 -2.721893 0.474011 -1.790688 2.277630 -4.575417 -0.621991 0.463739
info: new grain 136 pks, i 31283 j 49392 UBI -2.695550 -0.136050 1.154131 1.585592 2.456808 0.261623 -1.785982 1.576459 -3.982703
info: new grain 122 pks, i 31282 j 49391 UBI 0.485741 0.599427 2.832211 2.010177 0.715051 -2.017836 -2.009510 4.149641 -0.533174
info: new grain 124 pks, i 31277 j 49389 UBI 1.829342 0.594853 -2.216485 -2.755104 1.012816 -0.057671 1.373894 3.865446 2.173980
info: new grain 132 pks, i 31276 j 21318 UBI 0.455458 -2.899999 -0.065469 -1.505975 1.199275 2.216365 -3.948855 -0.568016 -2.369853
info: new grain 140 pks, i 31272 j 20847 UBI -0.456944 -2.593132 1.299070 -2.209307 1.913117 -0.280733 -1.093911 -1.865411 -4.106842
info: new grain 138 pks, i 31270 j 21314 UBI 1.748915 -1.674143 1.660751 -2.722942 0.625048 0.902711 -1.584363 -3.790898 -2.155338
info: new grain 146 pks, i 31268 j 21075 UBI 1.053209 1.247568 -2.439556 1.648175 -0.096931 2.427136 1.738784 -4.088741 -1.341634
info: new grain 139 pks, i 31267 j 21311 UBI 0.949414 -0.912106 -2.623025 -2.746025 -0.593344 0.855064 -1.453647 3.974893 -1.906343
info: new grain 138 pks, i 31264 j 49382 UBI 1.151967 2.478351 -1.073348 -1.408625 -1.857248 -1.785342 -3.987506 2.216365 0.842953
info: new grain 150 pks, i 31261 j 20840 UBI 0.413575 0.124143 2.902751 2.096815 -1.101437 -1.734258 1.854498 4.232515 -0.443908
info: new grain 128 pks, i 31260 j 20839 UBI -1.376506 -2.535106 0.552335 -0.225528 2.235421 1.890031 -3.743921 1.539650 -2.266433
info: new grain 132 pks, i 31257 j 20617 UBI 0.241964 -0.717199 -2.835676 -0.033364 -2.103757 2.047848 -4.623171 -0.248404 -0.331568
info: new grain 148 pks, i 31256 j 21532 UBI 0.605233 -0.778683 -2.764923 1.551518 -1.137935 2.217628 -3.028119 -3.500419 0.323801
info: new grain 141 pks, i 31254 j 20835 UBI -0.704010 1.247738 2.562888 -1.715784 0.400232 -2.348934 -2.461002 -3.760271 1.155493
info: new grain 147 pks, i 31247 j 20612 UBI -2.135907 1.202330 -1.615073 2.403755 1.556165 0.644040 2.040718 -1.559357 -3.865841
info: new grain 136 pks, i 31245 j 21064 UBI 0.372406 -2.514299 -1.470803 2.288319 1.774233 0.472589 0.886822 -2.202491 3.987286
info: new grain 129 pks, i 31244 j 21300 UBI 0.888311 0.015073 2.798932 1.780254 0.995742 -2.112233 -1.753018 4.263491 0.531962
info: new grain 138 pks, i 31237 j 49602 UBI -0.212355 -1.337159 2.605652 -2.154243 1.767060 -0.922483 -2.094516 -3.612626 -2.025442
info: new grain 136 pks, i 31233 j 21055 UBI -2.171552 1.948159 -0.336382 0.847936 -0.801921 2.692745 3.093442 3.459423 0.056618
info: new grain 136 pks, i 31230 j 20822 UBI -1.652930 2.396033 -0.377673 0.547443 -1.778360 -2.271245 -3.800329 -2.461908 1.014000
info: new grain 151 pks, i 31221 j 48894 UBI 0.190052 0.335736 -2.911132 -2.551610 0.479810 1.369985 1.153618 4.455514 0.592420
info: new grain 128 pks, i 31218 j 21747 UBI 0.665111 2.819441 -0.477922 -1.081152 -1.643213 -2.179261 -4.308235 1.224133 1.216652
info: new grain 142 pks, i 31213 j 49591 UBI 0.011347 1.494896 2.527180 -2.080725 -2.007345 -0.509812 2.677991 -3.265863 1.922545
info: new grain 123 pks, i 31212 j 48890 UBI 1.549249 -2.391268 0.704494 -1.338314 1.552271 2.101175 -3.805723 -2.610892 -0.495745
info: new grain 160 pks, i 31210 j 49357 UBI 0.071539 2.933597 -0.064224 0.234618 -1.529584 -2.496219 -4.612163 0.103211 -0.498398
info: new grain 114 pks, i 31207 j 21508 UBI 1.731785 -0.078787 -2.369274 0.398417 2.071758 2.041258 2.950516 -2.785899 2.250662
info: new grain 134 pks, i 31205 j 49585 UBI 0.609830 -2.865434 -0.191393 0.069084 1.346424 2.607943 -4.490720 -0.997709 0.626443
info: new grain 152 pks, i 31203 j 21040 UBI -0.539503 0.006240 2.885265 -1.649354 -1.634481 -1.798800 2.924753 -3.558652 0.554741
info: new grain 133 pks, i 31200 j 21505 UBI 2.335729 0.169416 -1.768241 -2.226786 -1.787921 -0.678663 -2.039554 3.438865 -2.362101
info: new grain 132 pks, i 31199 j 49582 UBI 0.483189 -2.677126 1.102244 -0.577635 2.245427 1.800068 -4.536845 -0.938316 -0.288875
info: new grain 127 pks, i 31198 j 21735 UBI 1.919318 -0.103205 2.219319 0.414702 -1.668337 -2.380231 2.455207 3.414934 -1.963974
info: new grain 151 pks, i 31195 j 49120 UBI -0.756307 1.359997 2.491618 -1.543334 -2.311485 -0.935075 2.791467 -2.831765 2.395446
info: new grain 140 pks, i 31194 j 49119 UBI -0.344957 -2.550056 1.411708 -0.290284 2.535436 1.453914 -4.530541 0.056706 -1.003114
info: new grain 156 pks, i 31189 j 48434 UBI -2.574014 -0.611880 -1.268363 2.030715 1.531747 -1.466395 1.769244 -3.953566 -1.674342
info: new grain 141 pks, i 31184 j 21494 UBI -0.541019 -2.766721 0.814075 0.755933 2.003436 2.013177 -4.474018 1.057203 0.630797
info: new grain 139 pks, i 31183 j 49339 UBI 0.628641 -0.846446 -2.739766 1.823124 -0.674906 2.199998 -2.307671 -3.967058 0.694951
info: new grain 156 pks, i 31181 j 21724 UBI 0.669787 -1.242937 2.574223 -1.090723 -1.634772 -2.181004 4.303260 -0.835336 -1.524705
info: new grain 139 pks, i 31178 j 20802 UBI 0.395511 -0.488085 2.866780 -0.764209 -2.211066 -1.774172 4.483350 -0.925633 -0.775010
info: new grain 173 pks, i 31173 j 21264 UBI 0.863405 0.723945 2.710503 -0.671646 2.101073 -1.935434 -4.414458 -0.093928 1.431993
info: new grain 145 pks, i 31172 j 21025 UBI 0.220303 -2.751194 -1.000525 -2.609729 1.343954 0.034573 0.777923 1.619524 -4.278571
info: new grain 135 pks, i 31171 j 21486 UBI -1.206104 2.331554 1.313524 1.970799 -1.638808 1.434570 3.417171 2.683757 -1.628016
info: new grain 129 pks, i 31170 j 21023 UBI -0.718400 -0.484535 2.805576 -2.028279 0.968986 -1.888382 -1.122866 -4.380013 -1.044237
info: new grain 129 pks, i 31167 j 48646 UBI -0.933124 -0.378623 -2.758021 2.129881 -1.709508 1.077154 -3.185498 -3.026827 1.493230
info: new grain 132 pks, i 31166 j 21258 UBI -0.942555 0.243165 2.771557 -0.328570 2.241066 -1.868169 -4.143470 -1.663240 -1.264649
info: new grain 126 pks, i 31165 j 48424 UBI 0.615060 -1.506552 2.444273 1.296782 2.587320 -0.495357 -3.466384 2.157922 2.203164
info: new grain 141 pks, i 31164 j 21716 UBI 2.786522 -0.258589 -0.887439 -1.986920 1.269082 -1.750512 0.982001 4.127947 1.878491
info: new grain 136 pks, i 31163 j 49561 UBI 1.351545 2.428244 -0.947006 -1.432245 -1.717244 -1.900566 -3.880824 2.442823 0.717722
info: new grain 128 pks, i 31162 j 20797 UBI -1.303209 -2.629987 -0.024983 1.159132 1.088210 -2.468541 4.054545 -2.017927 1.013490
info: new grain 125 pks, i 31157 j 49559 UBI 2.587910 -1.381640 0.128918 -2.003808 -0.437120 2.099693 -1.768054 -3.540083 -2.424983
info: new grain 128 pks, i 31154 j 21249 UBI 2.394967 -1.584692 0.608902 -1.976795 0.539782 2.102314 -2.275603 -3.879839 -1.144434
info: new grain 136 pks, i 31153 j 21711 UBI -1.584219 -2.279521 0.953612 0.826812 2.098594 1.876508 -3.908102 2.342827 -0.894267
info: new grain 144 pks, i 31149 j 48639 UBI -0.957142 0.074590 2.775253 -1.867509 0.496585 -2.211309 -0.963066 -4.532859 -0.206967
info: Number of orientations with more than 80 peaks is 213
info: Time taken 0.078/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 27729
info: Tried r1=1 r2=6 attempt 4 of 144, got 213 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 1249
info: Number of peaks in ring 2: 924
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1136
info: Time taken 0.003028 /s
info: Scoring 1136 potential orientations
info: new grain 140 pks, i 49705 j 3128 UBI 1.160520 -1.997491 1.814324 0.375264 2.861924 0.534192 -3.887378 0.037506 2.530989
info: new grain 149 pks, i 49704 j 3573 UBI -0.773646 2.824855 -0.203112 -0.162219 -1.739208 -2.359088 -4.364979 -1.111100 1.117881
info: new grain 137 pks, i 49702 j 30968 UBI 2.501621 1.187691 0.974858 -0.543280 -2.850101 0.448390 2.056293 -1.025938 -4.030598
info: new grain 128 pks, i 49701 j 31414 UBI -1.012678 1.490982 -2.316503 -1.879097 -1.269687 1.864424 -0.101883 3.883795 2.541606
info: new grain 133 pks, i 49699 j 3118 UBI -2.352662 1.728767 -0.295865 1.395841 -0.151065 2.578852 2.745387 3.517917 -1.278046
info: new grain 131 pks, i 49688 j 3100 UBI -2.184026 1.873386 0.585580 1.684529 -1.016340 2.177819 2.906694 3.570383 -0.582807
info: new grain 129 pks, i 49680 j 30928 UBI -0.732486 2.366614 1.574611 -0.762956 -2.677783 0.932221 3.994496 -0.322160 2.340376
info: new grain 141 pks, i 49673 j 3517 UBI 0.975381 2.689326 0.660522 0.190530 -2.160094 1.978992 4.199541 -1.124518 -1.630923
info: new grain 134 pks, i 49668 j 3055 UBI -0.200597 0.392913 -2.901934 -2.214106 -1.249757 1.467398 -1.897333 4.178452 0.695664
info: new grain 134 pks, i 49667 j 3502 UBI -2.884698 0.177763 0.514608 1.898608 0.149119 2.230997 0.198920 4.614452 -0.476445
info: new grain 138 pks, i 49665 j 3500 UBI -1.970966 1.397750 -1.667936 2.802025 -0.161370 -0.862284 -0.917058 -3.959618 -2.237456
info: new grain 125 pks, i 49644 j 3025 UBI -2.332835 -0.942041 -1.512659 2.663327 -0.040700 -1.233756 0.684563 -4.295549 1.619050
info: new grain 142 pks, i 49634 j 3453 UBI 0.910443 -0.250920 -2.779619 -0.919098 2.597899 1.015913 4.328799 1.012848 1.327765
info: new grain 134 pks, i 49631 j 3450 UBI -0.004274 1.503377 2.521937 2.296399 0.190055 -1.819579 -2.001124 3.595600 -2.145657
info: new grain 118 pks, i 49630 j 2999 UBI 0.898539 1.375298 -2.433465 -1.473385 1.479521 2.063260 4.002818 1.076441 2.086602
info: new grain 144 pks, i 49612 j 30814 UBI -1.083601 -0.617043 -2.657261 0.983595 -2.165026 1.723494 -4.238854 -0.463796 1.833969
info: new grain 140 pks, i 49607 j 2958 UBI -1.678198 -2.405661 0.127858 0.673946 1.184392 -2.599779 3.796358 -2.660733 -0.227570
info: new grain 125 pks, i 49597 j 31225 UBI 2.892714 -0.254057 0.430447 -1.879159 -1.139926 1.946463 -0.004835 -4.002676 -2.347056
info: new grain 143 pks, i 49588 j 2916 UBI -1.357883 0.170371 -2.597051 0.942562 -2.594426 0.995208 -4.086698 -0.682751 2.093966
info: new grain 148 pks, i 49587 j 2915 UBI 0.856386 2.463748 -1.347977 -2.856623 -0.638706 0.217707 -0.201582 2.280289 4.038942
info: new grain 133 pks, i 49580 j 30749 UBI 2.055354 -1.211199 1.710062 -2.827384 -0.147586 0.775482 -0.425342 -3.997786 -2.317773
info: new grain 140 pks, i 49579 j 3351 UBI 2.662058 -1.145201 0.471854 -1.933382 0.179725 2.203353 -1.622782 -4.210882 -1.077828
info: new grain 134 pks, i 49560 j 31160 UBI 1.585871 -0.206055 2.462569 -1.164141 -2.412930 -1.203904 3.843867 -0.596811 -2.527109
info: new grain 137 pks, i 49553 j 3301 UBI -0.274003 1.211375 -2.660705 0.168901 1.709010 2.380722 4.621188 0.124663 -0.418302
info: new grain 137 pks, i 49552 j 3300 UBI 0.832842 -1.106985 -2.588797 1.878396 1.608292 1.581487 1.501843 -3.842763 2.125424
info: new grain 136 pks, i 49551 j 3296 UBI -1.155265 1.253364 2.390702 -0.576578 1.101479 -2.658444 -3.710564 -2.767627 -0.342467
info: new grain 145 pks, i 49550 j 31138 UBI 2.360713 -0.948594 1.462546 -2.684755 -0.405840 1.121931 -0.291868 -4.087535 -2.177068
info: new grain 142 pks, i 49544 j 2835 UBI -1.191288 0.731185 -2.582035 -1.647662 -1.271674 2.070702 -1.099071 4.178170 1.693377
info: new grain 136 pks, i 49542 j 3280 UBI -0.119405 -1.358081 2.600357 -2.117352 -0.441194 -1.984667 2.384359 -3.573272 -1.753725
info: new grain 138 pks, i 49538 j 31115 UBI 0.025839 -0.266223 2.923717 2.430957 0.830691 -1.419315 -1.276765 4.443098 0.416543
info: new grain 147 pks, i 49537 j 3269 UBI 0.843788 2.316026 1.591577 -0.594648 -2.548586 1.326303 4.435666 -1.283118 -0.481721
info: new grain 145 pks, i 49535 j 2819 UBI 0.425390 1.729893 -2.334330 1.550225 0.437984 2.455782 3.277442 -2.895617 -1.549141
info: new grain 147 pks, i 49533 j 2814 UBI 0.398464 -2.905808 0.148392 0.422276 1.411622 -2.538737 4.456118 0.663854 1.111333
info: new grain 140 pks, i 49528 j 3251 UBI -2.088430 -2.012060 -0.449674 2.668896 -0.372482 -1.163879 1.353130 -2.258474 3.822100
info: new grain 137 pks, i 49522 j 30632 UBI -0.243683 1.792647 2.312605 0.704296 1.089116 -2.633009 -4.501395 0.613126 -0.950128
info: new grain 120 pks, i 49518 j 3224 UBI -2.541874 1.418455 0.384630 1.675448 -0.666152 2.317188 2.202027 4.063312 -0.424260
info: new grain 130 pks, i 49516 j 2771 UBI 1.195556 -2.680451 -0.058195 -0.374914 1.383908 2.561047 -4.219416 -1.891904 0.404477
info: new grain 116 pks, i 49515 j 2767 UBI 1.110768 -1.369302 2.348022 0.193324 2.920171 -0.223351 -4.072529 0.434549 2.181897
info: new grain 140 pks, i 49513 j 31055 UBI -0.661563 2.857358 -0.130637 -0.147622 -1.652850 -2.422125 -4.435475 -0.985496 0.940217
info: new grain 135 pks, i 49512 j 2760 UBI -2.790638 0.029739 -0.910422 2.092760 1.246221 -1.639842 0.673615 -4.027738 -2.203057
info: new grain 125 pks, i 49509 j 30601 UBI -1.187881 2.681114 0.145326 -0.588593 -1.742139 -2.286905 -3.652355 -1.743662 2.270044
info: new grain 152 pks, i 49504 j 3193 UBI 0.977122 0.894200 -2.618942 -2.708516 0.715281 0.878474 1.655839 3.878416 1.939031
info: new grain 138 pks, i 49496 j 31021 UBI 0.470498 0.452309 2.862094 1.493752 1.550605 -1.996298 -3.321113 3.241264 0.033525
info: new grain 145 pks, i 49488 j 2706 UBI 0.124909 -2.932019 -0.069452 0.898785 1.451627 2.389716 -4.290816 -0.226062 1.749688
info: new grain 138 pks, i 49487 j 30549 UBI -2.347500 -0.501208 1.692465 1.849579 -2.190488 -0.630790 2.499877 1.027588 3.770949
info: new grain 142 pks, i 49484 j 30991 UBI -1.274292 -2.614182 -0.405083 1.863699 1.051091 -2.008519 3.530441 -2.060680 2.198195
info: new grain 130 pks, i 49483 j 2696 UBI -2.124194 -1.954091 -0.537272 2.229894 0.296885 -1.884418 2.389013 -3.234992 2.316632
info: new grain 136 pks, i 49482 j 2693 UBI 2.255514 1.772942 -0.619876 -2.715709 0.726621 -0.848629 -0.655757 2.237154 4.013875
info: new grain 142 pks, i 49480 j 30984 UBI 1.139706 -1.060884 -2.489283 1.531088 1.910391 1.617541 1.894088 -3.517027 2.364357
info: new grain 146 pks, i 49479 j 30535 UBI 0.584355 -0.044417 -2.875395 1.784836 -1.377465 1.881826 -2.515804 -3.875380 -0.452516
info: new grain 148 pks, i 49476 j 30532 UBI 0.602855 -0.772930 -2.767289 1.169089 2.446023 1.128545 3.662210 -2.433486 1.478809
info: new grain 152 pks, i 49474 j 2685 UBI 0.646472 2.722676 -0.889742 -0.993558 -1.977949 -1.930212 -4.355939 1.322762 0.885024
info: new grain 150 pks, i 49449 j 31377 UBI 2.544147 0.701183 -1.286858 -2.260372 1.871190 -0.097645 1.456081 1.963644 3.945442
info: new grain 142 pks, i 49396 j 3443 UBI -0.444036 -1.438100 -2.520551 -1.387402 -0.856455 2.441719 -3.523354 2.847590 -1.002341
info: new grain 132 pks, i 49383 j 30817 UBI -1.435508 2.397876 -0.900418 2.870304 -0.285261 -0.547608 -0.977879 -2.095306 -4.023802
info: new grain 124 pks, i 49372 j 2949 UBI 0.787109 -0.558189 2.772745 -1.361732 -2.063800 -1.583681 4.107387 -1.572815 -1.482109
info: new grain 130 pks, i 49371 j 2948 UBI -0.020177 -2.163927 1.985037 -1.835296 2.273946 0.286981 -3.189343 -2.261197 -2.499285
info: new grain 139 pks, i 49337 j 31180 UBI 1.363740 0.508955 2.549011 -0.020690 -2.705252 -1.138670 3.930663 0.933695 -2.287049
info: new grain 145 pks, i 49294 j 2799 UBI 1.154106 0.727745 -2.599076 -2.587158 1.118214 0.821142 2.179996 3.592074 1.972087
info: new grain 133 pks, i 49289 j 31073 UBI -2.208968 1.133305 1.566883 2.695677 -0.142574 1.153828 0.950093 4.211177 -1.705289
info: new grain 134 pks, i 49270 j 2741 UBI -1.563972 1.872470 1.630370 1.080634 -2.448212 1.207947 3.888686 2.271661 1.118935
info: new grain 140 pks, i 49266 j 2730 UBI 1.184173 -2.331434 -1.336242 1.635002 2.383468 0.517602 1.233479 -1.737552 4.121675
info: new grain 142 pks, i 49241 j 3577 UBI 1.471534 2.029589 1.525644 -2.373890 -1.277362 1.164527 2.681698 -3.318663 1.826585
info: new grain 136 pks, i 49235 j 3114 UBI -0.696305 -1.261244 -2.557975 -1.688945 2.140461 1.090372 2.547788 3.159195 -2.249320
info: new grain 136 pks, i 49229 j 3549 UBI 2.858028 -0.403136 -0.535721 -1.367942 2.379078 -1.044877 1.049994 2.306270 3.886819
info: new grain 136 pks, i 49225 j 3093 UBI 2.713056 -0.372479 -1.052209 -2.193555 0.719643 -1.817013 0.890633 4.498825 0.706197
info: new grain 136 pks, i 49205 j 3059 UBI 1.218722 0.313485 -2.652053 -2.056151 1.891320 0.904152 3.293327 2.705043 1.837065
info: new grain 146 pks, i 49204 j 3057 UBI -0.449955 -0.091418 -2.898924 0.804579 -2.430062 1.437557 -4.463354 -1.044288 0.727885
info: new grain 150 pks, i 49180 j 3010 UBI -2.411751 1.149729 1.222229 2.043052 -1.261608 1.686784 2.165848 4.082078 0.429754
info: new grain 136 pks, i 49171 j 31285 UBI -2.118882 -1.891079 0.747605 -0.336374 2.867814 0.532384 -1.956402 0.544679 -4.171080
info: new grain 124 pks, i 49167 j 2986 UBI -0.255097 -0.976912 -2.756405 -1.560466 -1.249392 2.150068 -3.448975 3.014367 -0.747179
info: new grain 136 pks, i 49163 j 2982 UBI 2.516059 -0.980002 -1.148698 -2.321300 0.469291 -1.735099 1.394228 4.375650 -0.683945
info: new grain 137 pks, i 49141 j 3393 UBI 2.381036 -1.613564 -0.595088 -1.837082 0.763334 -2.161025 2.446579 3.877001 -0.712422
info: new grain 126 pks, i 49139 j 2942 UBI -0.498117 -0.101114 2.890801 -2.122339 0.884351 -1.824823 -1.477438 -4.381420 -0.407109
info: new grain 132 pks, i 49132 j 2930 UBI -2.678188 -1.200011 0.080211 1.611362 -0.165395 -2.449402 1.837248 -3.997357 1.477881
info: new grain 136 pks, i 49128 j 2924 UBI 1.952369 -1.945838 -1.011070 -1.940616 1.222100 -1.834135 2.985898 3.445834 -0.863559
info: new grain 130 pks, i 49091 j 30696 UBI -1.386746 0.686259 -2.496112 -0.666573 -2.485139 1.415806 -3.248652 2.252517 2.425719
info: new grain 126 pks, i 49083 j 3285 UBI 2.110662 1.980567 0.492455 -0.902213 -1.755874 2.173250 3.212754 -3.128834 -1.194112
info: new grain 134 pks, i 49080 j 2829 UBI 0.527381 1.505895 -2.464683 -2.257503 0.747396 1.720486 2.755102 2.894771 2.357666
info: new grain 168 pks, i 49079 j 31121 UBI -0.255852 2.684565 -1.163095 -2.267418 -1.860969 -0.095215 -1.499076 1.623006 4.079359
info: new grain 135 pks, i 49074 j 3266 UBI 0.387785 -2.832990 -0.664673 0.504244 2.064224 -2.024619 4.421202 0.282112 1.385099
info: new grain 136 pks, i 49073 j 3265 UBI 1.859755 1.662431 -1.545716 0.848832 -2.639716 0.966953 -1.536270 -1.932840 -3.929334
info: new grain 132 pks, i 49072 j 2816 UBI -2.758518 0.512734 0.866577 2.207152 0.208415 1.925015 0.501468 4.489998 -1.059379
info: new grain 139 pks, i 49067 j 2810 UBI -1.215945 -0.416256 2.639069 -1.616677 -0.324991 -2.430470 1.163495 -4.489755 -0.170130
info: new grain 139 pks, i 49059 j 31091 UBI -2.414535 -1.131418 1.226179 1.760344 1.748538 1.568819 -2.436793 3.699128 -1.386232
info: new grain 151 pks, i 49055 j 2789 UBI 1.172227 -0.093198 -2.690780 0.572822 -2.138950 1.926254 -3.687483 -2.370273 -1.527018
info: new grain 143 pks, i 49049 j 3216 UBI 0.520816 2.812340 0.661497 0.092145 -2.044036 2.105177 4.521334 -0.644479 -0.824055
info: new grain 138 pks, i 49047 j 30610 UBI -1.200331 0.743351 -2.573979 -1.426434 -1.812704 1.815916 -2.063601 3.640133 2.008392
info: new grain 144 pks, i 49045 j 2761 UBI -0.028654 0.505963 2.892008 -0.033031 2.250167 -1.883368 -4.640769 -0.093179 -0.028369
info: new grain 150 pks, i 49042 j 2757 UBI -2.915986 0.295421 0.186765 1.660039 0.249622 2.407839 0.416101 4.560988 -0.759234
info: new grain 136 pks, i 49034 j 3194 UBI -2.433053 -0.138831 1.637855 2.637395 -0.236143 1.266591 0.131460 4.601902 0.583420
info: new grain 129 pks, i 49031 j 31033 UBI 0.630588 -2.854308 -0.284056 0.773070 1.891654 -2.107075 4.073191 0.689916 2.114154
info: new grain 140 pks, i 49026 j 30569 UBI -0.403554 -2.725740 1.015039 0.839233 2.135547 1.828332 -4.447062 0.988905 0.884672
info: new grain 148 pks, i 49024 j 2719 UBI -1.527670 2.340590 0.898921 -1.062174 -2.701889 0.437045 2.145809 -0.177439 4.111080
info: new grain 135 pks, i 49023 j 31010 UBI 2.022206 -2.078371 0.460911 -0.940827 1.653803 2.235170 -3.362275 -3.079714 0.863471
info: new grain 146 pks, i 49020 j 3159 UBI -2.656749 1.151269 -0.479202 1.382493 -1.445535 -2.149794 -1.966645 -3.962850 1.400253
info: new grain 142 pks, i 49019 j 3156 UBI 0.720655 -2.693752 0.919389 0.005086 2.246422 1.889492 -4.450271 -0.843430 1.015637
info: new grain 126 pks, i 49013 j 30990 UBI 1.991516 2.008720 0.786279 -1.007246 -1.921616 1.978440 3.409375 -2.942684 -1.120462
info: new grain 145 pks, i 48880 j 30744 UBI 0.379631 -2.640574 1.226939 -1.236966 2.171430 1.541882 -4.182992 -1.306059 -1.522246
info: new grain 148 pks, i 48799 j 3198 UBI -0.916683 -1.412890 -2.401693 0.979238 -1.520869 2.312757 -4.308638 -0.142451 1.727470
info: Number of orientations with more than 80 peaks is 313
info: Time taken 0.082/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 15554
info: Tried r1=6 r2=1 attempt 5 of 144, got 313 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 509
info: Number of peaks in ring 2: 1554
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 509
info: Time taken 0.001677 /s
info: Scoring 509 potential orientations
info: new grain 150 pks, i 31419 j 16496 UBI -0.975290 2.439334 -1.309641 -1.903508 -2.044486 0.898510 -0.301731 2.091520 4.133438
info: new grain 139 pks, i 31400 j 16918 UBI -0.060129 2.780671 -0.936903 2.402113 -1.052367 1.319883 1.671291 -1.348600 -4.114667
info: new grain 136 pks, i 31395 j 16472 UBI -1.848926 -2.054649 -0.989533 -1.022722 2.633988 0.796353 0.603283 1.544518 -4.334464
info: new grain 146 pks, i 31391 j 15143 UBI -2.284994 1.433043 -1.161768 2.561156 1.383195 0.375025 1.331271 -1.317676 -4.245707
info: new grain 136 pks, i 31385 j 44307 UBI -2.109030 -0.901423 -1.831862 -0.702770 1.005999 2.667033 -0.350812 4.298519 -1.714522
info: new grain 124 pks, i 31378 j 42975 UBI 2.346119 1.531715 -0.874380 0.232682 -2.884444 0.498806 -1.093120 -0.854146 -4.428621
info: new grain 147 pks, i 31359 j 16436 UBI 1.251459 0.500043 2.607741 1.389477 0.776114 -2.468133 -2.023772 4.170792 0.172415
info: new grain 146 pks, i 31337 j 15973 UBI 2.446775 0.077434 1.621638 0.139602 0.487715 -2.889829 -0.629686 4.540889 0.731421
info: new grain 141 pks, i 31334 j 43374 UBI 2.848786 -0.631285 0.317040 -1.892119 -2.103726 -0.787485 0.720780 1.023465 -4.468461
info: new grain 146 pks, i 31330 j 44696 UBI 2.031227 1.476261 -1.519716 0.194014 -0.173185 2.924929 2.518426 -3.876198 -0.396963
info: new grain 135 pks, i 31326 j 44250 UBI -0.705460 -1.223001 -2.574355 2.728991 -0.263091 1.053765 -1.221728 -3.902890 2.192145
info: new grain 149 pks, i 31321 j 16400 UBI 1.224627 2.531777 0.843381 1.695774 -2.236391 -0.858359 -0.178393 1.541751 -4.373780
info: new grain 128 pks, i 31320 j 43801 UBI -0.792912 -2.170580 -1.810083 0.567924 -0.576116 2.821672 -4.458837 0.747727 1.052387
info: new grain 124 pks, i 31310 j 16389 UBI 1.118862 2.708290 0.187067 1.717014 -2.333388 0.469472 1.062618 -0.128093 -4.514903
info: new grain 155 pks, i 31290 j 43330 UBI 2.804422 0.851046 0.165242 -2.071552 1.917565 -0.808089 -0.625757 1.194356 4.440960
info: new grain 138 pks, i 31269 j 16791 UBI -1.546617 -1.587360 1.926968 -0.577628 -0.206541 -2.871401 3.081531 -3.448664 -0.371309
info: new grain 132 pks, i 31266 j 42426 UBI -2.071324 1.616984 1.307352 0.430475 0.227365 -2.895267 -3.096780 -3.380534 -0.726439
info: new grain 134 pks, i 31258 j 14574 UBI 1.756000 0.101992 2.351737 0.768341 1.394468 -2.466585 -2.194205 3.816844 1.470226
info: new grain 127 pks, i 31250 j 15446 UBI -1.038844 0.555059 -2.689023 -1.857213 -0.534234 2.208993 -0.130335 4.533164 0.986742
info: new grain 124 pks, i 31246 j 16768 UBI -2.530030 0.095088 1.486765 0.903862 2.348774 -1.511464 -2.261148 -1.542385 -3.747818
info: new grain 132 pks, i 31239 j 15876 UBI -1.263427 -0.255155 2.637499 -0.574409 2.336716 -1.684901 -3.563413 -2.267386 -1.924034
info: new grain 130 pks, i 31231 j 16753 UBI -2.356296 -1.707067 0.381216 2.680580 -1.195349 -0.086274 0.371504 0.505954 4.598843
info: new grain 145 pks, i 31229 j 15866 UBI 2.555321 0.443880 1.375951 -0.561174 -2.594392 -1.254975 1.873894 1.513999 -3.966021
info: new grain 131 pks, i 31226 j 42388 UBI 1.827653 0.643564 2.203900 0.146267 1.506230 -2.517739 -3.071059 3.063143 1.652424
info: new grain 139 pks, i 31220 j 14537 UBI -0.313900 1.573549 -2.458129 1.014223 1.276965 2.441490 4.340346 -1.075994 -1.240649
info: new grain 144 pks, i 31219 j 16300 UBI -2.080064 -1.786461 -1.052026 2.648549 -1.070973 0.673081 -1.448801 -0.863221 4.321459
info: new grain 130 pks, i 31215 j 43257 UBI -0.641898 -2.744682 -0.820040 2.779327 0.745932 0.581651 -0.611957 -1.186025 4.445039
info: new grain 158 pks, i 31206 j 16287 UBI -2.683431 -0.080474 1.187779 1.440268 -2.501059 -0.545128 1.872386 0.150422 4.242808
info: new grain 131 pks, i 31185 j 16267 UBI 1.358464 -2.462742 -0.843842 -2.933287 0.130614 0.003675 0.064628 1.539180 -4.377736
info: new grain 133 pks, i 31182 j 43224 UBI -1.616937 -1.990653 -1.427991 2.727285 -0.665853 0.855918 -1.651332 -1.562182 4.047237
info: new grain 153 pks, i 31159 j 14916 UBI 2.829611 -0.263242 -0.731727 -1.985820 0.698908 -2.046018 0.652970 4.505663 0.906422
info: new grain 125 pks, i 31158 j 16240 UBI 0.416844 1.924617 2.176168 -0.158080 0.937633 -2.777365 -4.592970 0.504225 0.432880
info: new grain 127 pks, i 31155 j 15352 UBI -0.500669 2.496384 1.459254 -2.242996 -1.490761 -1.166912 -0.459872 -2.397487 3.948461
info: new grain 126 pks, i 31147 j 15344 UBI 0.603465 -0.938285 -2.715111 -1.163568 -1.844600 1.964504 -4.260949 1.226735 -1.369372
info: new grain 136 pks, i 31143 j 15781 UBI 2.645828 -0.587057 -1.131677 -0.996120 2.762349 0.053973 1.922401 0.609895 4.178050
info: new grain 130 pks, i 31140 j 16222 UBI -0.320729 -2.490259 -1.520102 2.625107 0.722494 1.099264 -1.020361 -2.263341 3.921802
info: new grain 153 pks, i 31135 j 42737 UBI 0.065902 -1.516303 -2.513059 2.504696 0.668962 1.374635 -0.254478 -3.970049 2.391244
info: new grain 141 pks, i 31131 j 43173 UBI -1.247242 -0.010838 -2.658307 -0.366991 -2.286813 1.803481 -3.792414 2.002714 1.771997
info: new grain 130 pks, i 31126 j 16208 UBI -2.153448 -1.142267 1.634735 0.194251 -0.677019 -2.850001 2.711109 -3.616663 1.047965
info: new grain 128 pks, i 31123 j 14880 UBI -2.011973 -0.425108 -2.093479 -0.175362 -1.483271 2.528746 -2.597869 3.393783 1.808393
info: new grain 138 pks, i 31120 j 14877 UBI 1.541796 -1.026017 2.275074 1.254411 0.210455 -2.647132 1.389819 4.311007 1.004875
info: new grain 122 pks, i 31119 j 16201 UBI -1.671797 1.203546 -2.091362 0.790542 -2.820547 -0.194619 -3.813769 -1.228795 2.341548
info: new grain 143 pks, i 31117 j 14874 UBI -2.492486 -1.336741 -0.780647 -0.055833 2.788569 0.921919 0.582237 1.456368 -4.366617
info: new grain 131 pks, i 31102 j 42704 UBI -0.448643 -0.067207 -2.900701 -0.628456 -2.354905 1.637451 -4.313797 1.586929 0.630601
info: new grain 142 pks, i 31100 j 43144 UBI -0.995950 2.315788 1.502310 2.603185 0.137426 -1.354483 -2.077857 1.590795 -3.831769
info: new grain 141 pks, i 31099 j 14416 UBI 1.232717 0.926396 -2.497304 -2.194114 1.531799 1.212375 3.071762 2.477556 2.438030
info: new grain 132 pks, i 31098 j 16182 UBI 2.665047 -0.755357 0.972356 -0.577643 2.798111 -0.674501 -1.373033 0.768260 4.365308
info: new grain 134 pks, i 31097 j 16623 UBI 2.230467 0.738766 1.760576 -0.363542 1.377683 -2.567327 -2.686950 3.162060 2.076576
info: new grain 141 pks, i 31094 j 14851 UBI 0.494277 -2.564153 1.341984 -2.676112 0.624901 -1.031799 1.121555 -1.916700 -4.075550
info: new grain 133 pks, i 31089 j 43574 UBI 1.422550 0.525091 -2.514891 -1.026582 2.236579 1.602502 4.016781 0.186482 2.313923
info: new grain 149 pks, i 31088 j 44459 UBI 2.427469 -0.860836 -1.410149 -0.177880 -0.277758 2.916897 -1.805783 -4.243174 -0.516916
info: new grain 137 pks, i 31087 j 15727 UBI -0.608599 0.831989 -2.748259 -2.182470 -0.512269 1.896901 0.105717 4.446879 1.325047
info: new grain 134 pks, i 31086 j 43130 UBI 0.281038 0.663807 -2.844463 -0.500695 2.127508 1.958385 4.574693 0.549859 0.575844
info: new grain 126 pks, i 31083 j 43127 UBI -1.534427 -2.432869 0.584602 2.931538 -0.107441 -0.131111 0.237600 0.941074 4.538651
info: new grain 137 pks, i 31081 j 15721 UBI -0.240260 0.416540 -2.896434 -1.239674 1.899101 1.863386 3.902139 2.510493 0.037610
info: new grain 143 pks, i 31076 j 15275 UBI -0.542596 2.873660 -0.246218 -2.133593 -1.946079 -0.525604 -1.238756 0.146136 4.471203
info: new grain 137 pks, i 31071 j 16597 UBI -0.428333 -1.440331 2.522179 2.563784 1.335851 -0.506432 -1.641267 3.882566 1.939970
info: new grain 130 pks, i 31066 j 42671 UBI -0.328363 1.940439 2.178676 0.826198 0.911429 -2.665500 -4.450843 0.576886 -1.182862
info: new grain 129 pks, i 31062 j 15702 UBI 0.572043 -0.327583 2.861244 1.887455 -1.024886 -2.002518 2.229553 4.069011 0.020454
info: new grain 136 pks, i 31057 j 43101 UBI -1.408547 0.381500 -2.546491 -0.409481 -2.459474 1.548330 -3.529132 2.005282 2.252451
info: new grain 132 pks, i 31056 j 14376 UBI 1.761051 -0.367347 2.320580 1.145339 0.208705 -2.696490 0.313272 4.603178 0.489659
info: new grain 150 pks, i 31046 j 16571 UBI -2.545818 1.340053 0.596438 0.914248 -0.242314 -2.778351 -2.222256 -4.054867 -0.377231
info: new grain 128 pks, i 31045 j 44415 UBI -2.040065 -0.335129 -2.084808 -0.705164 1.263505 2.554297 1.104360 4.154186 -1.749759
info: new grain 140 pks, i 31044 j 42649 UBI 2.732179 1.038628 0.284921 -0.566363 -2.821872 0.577799 0.870201 -1.078863 -4.427966
info: new grain 135 pks, i 31042 j 15681 UBI -1.017585 -0.742417 -2.650339 -0.397046 -1.804141 2.282914 -4.026716 2.103039 0.955501
info: new grain 144 pks, i 31037 j 16120 UBI 0.318118 -2.648819 1.227156 1.210289 2.356406 1.262679 -3.879752 0.671964 2.456817
info: new grain 143 pks, i 31032 j 44402 UBI -0.936155 0.909696 2.629312 1.123417 -2.695034 -0.305737 4.233973 1.657937 0.932826
info: new grain 157 pks, i 31031 j 43959 UBI 2.224722 1.612827 1.033098 -2.401678 1.317000 -1.057483 -1.907382 -0.079098 4.230463
info: new grain 129 pks, i 31029 j 14350 UBI 2.706080 -0.049289 1.136574 -0.377972 -0.237708 -2.902340 0.257455 4.614573 -0.411226
info: new grain 137 pks, i 31028 j 14789 UBI -0.562479 -1.993410 -2.079995 1.972320 2.119521 -0.491367 3.349018 -2.722174 1.705170
info: new grain 136 pks, i 31027 j 15668 UBI -2.834250 0.727921 -0.229157 2.018695 2.085042 0.447903 0.502132 0.499887 -4.585809
info: new grain 125 pks, i 31024 j 14785 UBI 0.993076 0.378189 2.736803 -1.346387 -2.501268 -0.739166 4.081661 -1.836183 -1.226381
info: new grain 129 pks, i 31018 j 43505 UBI -0.606147 2.424499 1.540118 -2.154930 -1.855928 -0.723995 0.689472 -2.337767 3.950759
info: new grain 139 pks, i 31016 j 14337 UBI 0.539997 2.085657 1.995369 -0.632478 0.745682 -2.766484 -4.514999 0.147504 1.069392
info: new grain 134 pks, i 31015 j 15216 UBI 0.685027 -2.264922 -1.738923 -0.960049 -0.484659 2.731469 -4.369386 -0.124346 -1.558227
info: new grain 161 pks, i 31013 j 14334 UBI 1.917351 0.798009 2.074000 -2.845215 -0.274379 0.662847 0.684250 -4.460492 1.082499
info: new grain 128 pks, i 31008 j 14329 UBI 0.773931 1.776419 2.205553 -1.209855 1.120205 -2.428625 -4.218910 -0.491241 1.867738
info: new grain 130 pks, i 31006 j 14327 UBI -2.542248 1.441197 0.281001 0.123741 -2.461210 -1.596015 -0.998326 -2.502446 3.779078
info: new grain 138 pks, i 31003 j 14324 UBI -1.817877 -1.161619 1.990856 -0.593355 -0.266006 -2.863097 2.398996 -3.970964 -0.128142
info: new grain 132 pks, i 30996 j 43483 UBI 0.921622 0.587989 -2.724076 1.933149 -0.773750 2.067751 -0.555035 -4.464071 -1.149199
info: new grain 128 pks, i 30995 j 43482 UBI -1.435397 0.195095 2.553789 1.364799 2.355001 -1.101108 -3.872885 1.181540 -2.266121
info: new grain 132 pks, i 30993 j 14754 UBI -1.345039 1.884078 -1.805193 1.015789 0.926275 2.593040 4.076526 1.029979 -1.963348
info: new grain 138 pks, i 30988 j 15630 UBI -0.616581 -0.774835 -2.763995 -2.167727 0.323183 1.952127 -0.384459 4.475794 -1.170404
info: new grain 128 pks, i 30987 j 15188 UBI 1.672349 -0.405512 -2.379740 0.639918 2.148944 1.893493 2.701430 -2.908940 2.398953
info: new grain 118 pks, i 30967 j 43454 UBI -2.022920 -0.223883 2.113636 -0.543734 -1.088707 -2.670371 1.803095 -4.075596 1.294541
info: new grain 136 pks, i 30965 j 43011 UBI -0.933678 -1.543425 -2.315737 -1.408521 -0.207925 2.566705 -2.765041 3.524648 -1.230486
info: new grain 150 pks, i 30942 j 15063 UBI 2.855064 -0.050497 -0.675516 -2.014348 -0.182198 -2.129514 -0.007614 4.623910 -0.384925
info: new grain 134 pks, i 30927 j 16894 UBI 1.045290 2.362691 -1.396811 0.700564 -0.473013 2.811025 3.716548 -2.431185 -1.339604
info: new grain 121 pks, i 30920 j 42526 UBI 0.486413 1.850876 -2.226030 0.203575 0.950516 2.769964 4.503218 -1.119270 0.053107
info: new grain 138 pks, i 30910 j 14671 UBI -1.728212 0.145955 -2.367402 -1.179418 0.094016 2.687235 0.382532 4.625698 0.006792
info: new grain 131 pks, i 30895 j 15097 UBI 0.285277 -2.818310 -0.765295 2.375545 1.579579 0.697401 -0.473010 -1.254981 4.443380
info: new grain 139 pks, i 30877 j 42485 UBI -2.035591 1.836609 -1.054470 -0.813904 -2.385663 1.503512 0.152010 2.434495 3.946710
info: new grain 134 pks, i 30868 j 15952 UBI 1.873429 -0.098343 2.258835 0.898791 0.996687 -2.611774 -1.242821 4.302242 1.216043
info: new grain 146 pks, i 30780 j 16308 UBI 2.522021 0.354780 1.462127 0.027276 -0.308743 -2.919749 -0.364785 4.598297 -0.491715
info: new grain 112 pks, i 30742 j 16272 UBI 0.103963 -1.053186 -2.740681 1.642043 -1.220039 2.108144 -3.457063 -2.929719 0.995135
info: new grain 124 pks, i 30740 j 16712 UBI 0.839289 0.889325 2.669207 1.863760 -1.498504 -1.702142 1.542811 3.985467 -1.808776
info: new grain 128 pks, i 30726 j 15371 UBI -0.679855 0.519450 2.808242 -1.787216 0.923993 -2.137917 -2.304449 -4.023581 0.186118
info: new grain 129 pks, i 30721 j 16251 UBI -2.556340 0.482345 -1.360097 0.834204 -2.743227 0.625016 -2.134609 0.286723 4.113140
info: new grain 132 pks, i 30685 j 15771 UBI -1.582660 -1.088934 2.222286 0.388285 -1.583706 -2.441323 3.840405 -1.861784 1.818829
info: new grain 133 pks, i 30676 j 43607 UBI 0.856506 0.541752 2.755509 0.125761 -2.733088 -1.065919 4.321659 0.784838 -1.497027
info: Number of orientations with more than 80 peaks is 413
info: Time taken 0.070/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 4044
info: Tried r1=1 r2=4 attempt 6 of 144, got 413 grains
info: hkls of rings being used for indexing
info: Ring 1: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 405
info: Number of peaks in ring 2: 106
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 284
info: Time taken 0.000519 /s
info: Scoring 284 potential orientations
info: new grain 120 pks, i 44784 j 3127 UBI -1.227455 -0.826583 2.535594 -1.673879 1.070751 -2.158562 -0.579332 -4.292325 -1.674161
info: new grain 132 pks, i 44728 j 30916 UBI 1.783828 -2.330034 -0.072135 1.063578 2.640902 0.717196 -0.922073 -0.844663 4.469896
info: new grain 161 pks, i 44724 j 3067 UBI 1.898176 2.054976 0.885882 0.903803 -2.769042 -0.380502 1.040263 0.947178 -4.422457
info: new grain 127 pks, i 44582 j 3369 UBI 0.837620 1.930303 2.045899 -0.941272 0.947675 -2.614833 -4.344622 0.161707 1.624424
info: new grain 148 pks, i 44560 j 2898 UBI 2.191144 1.951672 0.102532 -2.607498 0.776887 -1.101418 -1.383608 1.329204 4.225853
info: new grain 145 pks, i 44556 j 3342 UBI -1.805936 -1.994817 1.173549 2.772035 -0.726778 -0.636526 1.317718 1.309198 4.252676
info: new grain 134 pks, i 44506 j 2844 UBI -2.914666 0.305013 -0.179746 1.163879 -2.613354 0.654822 -0.165387 1.058858 4.516567
info: new grain 127 pks, i 44483 j 2820 UBI -2.331309 -1.244663 -1.278225 0.172391 0.130274 2.928299 -2.160539 4.106516 -0.056180
info: new grain 160 pks, i 44474 j 30656 UBI -2.221460 -1.512977 -1.179623 2.289888 -1.422429 1.163700 -2.136595 -0.074040 4.118669
info: new grain 145 pks, i 44450 j 31079 UBI -0.689288 -2.514272 1.348937 2.676246 0.360798 -1.152278 1.497920 1.751961 4.027913
info: new grain 134 pks, i 44448 j 2784 UBI -0.030962 -0.360655 -2.913329 0.529766 2.650234 1.145814 4.545595 -0.937188 0.066947
info: new grain 134 pks, i 44445 j 2781 UBI -2.902406 -0.066320 -0.442769 1.397964 -2.404560 0.938607 -0.701758 1.309102 4.396136
info: new grain 154 pks, i 44443 j 3227 UBI -0.747733 -2.728926 -0.780477 2.712853 0.557409 0.969700 -1.374767 -0.866894 4.348845
info: new grain 139 pks, i 44434 j 31063 UBI -2.359334 -1.740231 0.180343 -0.281965 2.756456 -0.965292 0.737443 -1.447879 -4.347085
info: new grain 133 pks, i 44400 j 2737 UBI -1.497013 2.176245 1.280769 0.354068 -0.021632 -2.914911 -3.925366 -2.431800 -0.458998
info: new grain 129 pks, i 44396 j 2733 UBI -1.957161 2.020334 0.839209 2.727794 0.809591 -0.723563 -1.332757 0.540837 -4.412569
info: new grain 134 pks, i 44392 j 2729 UBI -2.646148 -0.642528 -1.096412 0.473079 -0.178446 2.892070 -1.276658 4.435524 0.484313
info: new grain 152 pks, i 44390 j 31020 UBI -0.667862 2.110006 -1.929798 -1.155813 0.060820 2.698869 3.609505 2.505518 1.490678
info: new grain 134 pks, i 44389 j 2726 UBI 2.413492 -1.356887 0.977185 -2.517273 -1.488111 -0.259291 1.124297 -1.140033 -4.356324
info: new grain 138 pks, i 44381 j 3166 UBI -1.413787 -0.146684 2.569435 0.422645 2.598295 -1.296813 -4.036358 -0.465134 -2.243674
info: new grain 127 pks, i 44379 j 2716 UBI -1.208886 2.494557 -0.968673 -1.577417 -1.857061 1.635405 1.419846 2.182876 3.843715
info: new grain 148 pks, i 44377 j 3162 UBI 0.978532 -2.450287 1.289891 -1.228104 -0.131294 -2.663141 4.163441 0.633309 -1.951421
info: new grain 130 pks, i 44370 j 2707 UBI 0.999224 -2.333350 -1.476341 -0.745019 -0.261609 2.828190 -4.340265 -1.070647 -1.243370
info: new grain 133 pks, i 44368 j 3153 UBI -2.252105 -1.758248 0.673539 2.742112 -1.046553 0.040317 0.393864 1.206428 4.465140
info: new grain 117 pks, i 44351 j 2688 UBI 2.278834 1.710658 0.705910 -2.228003 1.098229 -1.559476 -2.139161 1.234490 3.929035
info: new grain 130 pks, i 44241 j 3024 UBI -2.176227 -1.117145 -1.622240 -0.615506 1.547352 2.418224 -0.114587 3.893379 -2.523534
info: new grain 119 pks, i 43996 j 2774 UBI -0.440638 2.861453 0.490842 -2.263466 -1.867026 0.073724 0.703169 -0.672074 4.538068
info: new grain 136 pks, i 43451 j 31412 UBI -1.174509 2.687931 -0.091714 2.452452 -0.477364 1.539249 2.545160 0.985162 -3.756507
info: Number of orientations with more than 80 peaks is 441
info: Time taken 0.020/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 921
info: Tried r1=4 r2=1 attempt 7 of 144, got 441 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Ring 2: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 47
info: Number of peaks in ring 2: 47
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 31
info: Time taken 0.000069 /s
info: Scoring 31 potential orientations
info: new grain 165 pks, i 49584 j 20811 UBI -2.074318 -1.350827 1.578064 -0.511550 0.698359 -2.805812 1.676755 -4.118415 -1.326634
info: new grain 139 pks, i 49475 j 21162 UBI -1.292672 -2.618218 -0.312897 1.871226 0.969216 -2.046144 3.515484 -2.006775 2.265558
info: new grain 139 pks, i 49143 j 48455 UBI -0.376293 2.645921 1.216037 -0.803457 -0.462501 -2.785007 -4.231951 -1.257346 1.429878
info: Number of orientations with more than 80 peaks is 444
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 635
info: Tried r1=6 r2=6 attempt 8 of 144, got 444 grains
info: hkls of rings being used for indexing
info: Ring 1: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Ring 2: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 30.000000 0.866025
info: 90.000000 0.000000
info: 150.000000 -0.866025
info: Number of peaks in ring 1: 72
info: Number of peaks in ring 2: 23
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 50
info: Time taken 0.000094 /s
info: Scoring 50 potential orientations
info: new grain 147 pks, i 44754 j 48528 UBI -2.227999 0.159342 1.904467 -0.542248 -0.250705 -2.873690 0.015619 -4.624189 0.404357
info: new grain 143 pks, i 44476 j 20984 UBI 0.483863 2.877195 -0.319246 -1.093019 -1.562472 -2.232869 -4.306482 0.889185 1.489004
info: new grain 169 pks, i 44475 j 49068 UBI 1.384838 0.130831 -2.585513 -2.754133 0.983309 0.241481 1.599823 4.225464 1.069882
info: new grain 146 pks, i 44441 j 20967 UBI -1.570244 2.322048 0.870978 0.659078 -2.128607 1.912636 3.912801 2.227278 1.127791
info: Number of orientations with more than 80 peaks is 448
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 240
info: Tried r1=4 r2=6 attempt 9 of 144, got 448 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Ring 2: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 30.000000 0.866025
info: 90.000000 0.000000
info: 150.000000 -0.866025
info: Number of peaks in ring 1: 7
info: Number of peaks in ring 2: 26
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 7
info: Time taken 0.000022 /s
info: Scoring 7 potential orientations
info: Number of orientations with more than 80 peaks is 448
info: Time taken 0.004/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 240
info: Tried r1=6 r2=4 attempt 10 of 144, got 448 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, 0), (-1, 0, 0), (1, -1, 0), (-1, 1, 0), (1, 0, 0), (0, 1, 0)]
info: Ring 2: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 20
info: Number of peaks in ring 2: 7
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000035 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Ring 2: [(0, -1, 0), (-1, 0, 0), (1, -1, 0), (-1, 1, 0), (1, 0, 0), (0, 1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 7
info: Number of peaks in ring 2: 20
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000019 /s
info: hkls of rings being used for indexing
info: Ring 1: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Ring 2: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 26
info: Number of peaks in ring 2: 26
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 26
info: Time taken 0.000046 /s
info: Scoring 26 potential orientations
info: new grain 136 pks, i 44775 j 14724 UBI -0.915314 -2.777949 -0.246550 -1.956899 2.184237 0.131577 0.108029 0.375139 -4.625432
info: new grain 134 pks, i 44419 j 42214 UBI -2.563513 1.422113 -0.161674 0.049096 -2.933293 0.004967 -0.291816 0.001906 4.631503
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=4 r2=4 attempt 11 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 7
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 7
info: Time taken 0.000022 /s
info: Scoring 7 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=6 r2=10 attempt 12 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 7
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000019 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=10 r2=6 attempt 13 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000020 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=4 r2=10 attempt 14 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000020 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.004/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=10 r2=4 attempt 15 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 15.318545 0.964472
info: 61.168460 0.482236
info: 118.831540 -0.482236
info: 164.681455 -0.964472
info: Number of peaks in ring 1: 7
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 7
info: Time taken 0.000024 /s
info: Scoring 7 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=6 r2=8 attempt 16 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 15.318545 0.964472
info: 61.168460 0.482236
info: 118.831540 -0.482236
info: 164.681455 -0.964472
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 7
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000024 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=8 r2=6 attempt 17 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 33.357369 0.835257
info: 90.000000 0.000000
info: 146.642631 -0.835257
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000023 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=4 r2=8 attempt 18 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 33.357369 0.835257
info: 90.000000 0.000000
info: 146.642631 -0.835257
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000021 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=8 r2=4 attempt 19 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 47.613754 0.674125
info: 70.301991 0.337063
info: 109.698009 -0.337063
info: 132.386246 -0.674125
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 7
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000014 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=3 r2=6 attempt 20 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (-2, 0, 0), (2, -2, 0), (-2, 2, 0), (2, 0, 0), (0, 2, 0)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 47.613754 0.674125
info: 70.301991 0.337063
info: 109.698009 -0.337063
info: 132.386246 -0.674125
info: Number of peaks in ring 1: 7
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 5
info: Time taken 0.000028 /s
info: Scoring 5 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=6 r2=3 attempt 21 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 54.281072 0.583809
info: 90.000000 0.000000
info: 125.718928 -0.583809
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000014 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.000/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=3 r2=4 attempt 22 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(1, -2, 0), (-1, -1, 0), (2, -1, 0), (-2, 1, 0), (1, 1, 0), (-1, 2, 0)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 54.281072 0.583809
info: 90.000000 0.000000
info: 125.718928 -0.583809
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 5
info: Time taken 0.000020 /s
info: Scoring 5 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=4 r2=3 attempt 23 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 52.017504 0.615421
info: 57.430846 0.538317
info: 81.156395 0.153738
info: 98.843605 -0.153738
info: 122.569154 -0.538317
info: 127.982496 -0.615421
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000018 /s
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000020 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.004/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=8 r2=10 attempt 24 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000019 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=10 r2=8 attempt 25 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 30.637089 0.860412
info: 57.663079 0.534897
info: 66.714738 0.395309
info: 113.285262 -0.395309
info: 122.336921 -0.534897
info: 149.362911 -0.860412
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 6
info: Time taken 0.000023 /s
info: Scoring 6 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=8 r2=8 attempt 26 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 4
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000015 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=3 r2=10 attempt 27 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 2, -2), (2, -2, -2), (0, 2, -2), (-2, 0, 2), (2, 0, -2), (0, -2, 2), (-2, 2, 2), (2, -2, 2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 4
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 4
info: Time taken 0.000019 /s
info: Scoring 4 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.002/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=10 r2=3 attempt 28 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Possible angles and cosines between peaks in rings:
info: 32.295210 0.845307
info: 58.653049 0.520219
info: 62.932299 0.455043
info: 82.532972 0.129956
info: 97.467028 -0.129956
info: 117.067701 -0.455043
info: 121.346951 -0.520219
info: 147.704790 -0.845307
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 6
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 1
info: Time taken 0.000017 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=3 r2=8 attempt 29 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -1), (-2, 0, 1), (0, -2, -1), (-2, 2, -1), (0, -2, 1), (-2, 2, 1), (2, -2, -1), (0, 2, -1), (2, -2, 1), (0, 2, 1), (2, 0, -1), (2, 0, 1)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 32.295210 0.845307
info: 58.653049 0.520219
info: 62.932299 0.455043
info: 82.532972 0.129956
info: 97.467028 -0.129956
info: 117.067701 -0.455043
info: 121.346951 -0.520219
info: 147.704790 -0.845307
info: Number of peaks in ring 1: 6
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 5
info: Time taken 0.000020 /s
info: Scoring 5 potential orientations
info: Number of orientations with more than 80 peaks is 450
info: Time taken 0.003/s
info: UBI for best fitting
[[ 0.86340513 0.72394495 2.71050268]
[-0.67164557 2.10107255 -1.93543392]
[-4.41445781 -0.09392841 1.4319929 ]]
info: Unit cell: (2.9353687102881243, 2.934538818877905, 4.641859967841902, 90.01651786528917, 89.99177478433755, 119.98359181724926)
info: Indexes 176 peaks, with <drlv2>=0.007760
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 24
info: Tried r1=8 r2=3 attempt 30 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Ring 2: [(0, -1, -2), (1, -1, -2), (-1, 0, -2), (1, 0, -2), (-1, 1, -2), (0, 1, -2), (0, -1, 2), (1, -1, 2), (-1, 0, 2), (1, 0, 2), (-1, 1, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 39.396019 0.772778
info: 71.437856 0.318333
info: 84.772492 0.091111
info: 95.227508 -0.091111
info: 108.562144 -0.318333
info: 140.603981 -0.772778
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 80
info: Number of trial orientations generated 0
info: Time taken 0.000015 /s
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info:
Tested 30 pairs and found 450 grains so far
Combined scattering vectors#
[21]:
# make an indexer
idx_both = ImageD11.indexing.indexer(unitcell=ref_unitcell, gv=q_sample_cat, minpks=160)
idx_both.ds_tol = 0.005
idx_both.assigntorings()
idx_both.hkl_tol = 0.02
idx_both.cosine_tol = 0.002
idx_both.score_all_pairs()
idx_both.saveubis('grains_found_avg.ubi')
info: gv: Array(shape=(111414, 3), dtype=float64) (111414, 3) float64
info: Assign to rings, maximum d-spacing considered: 0.949511
info: Ring assignment array shape (111414,)
info: Ring ( h, k, l) Mult total indexed to_index ubis peaks_per_ubi tth
info: Ring 11 ( -1, 0, -4) 12 1292 0 1292 N/A N/A -56.55
info: Ring 10 ( -2, 0, -2) 12 3672 0 3672 N/A N/A -53.29
info: Ring 9 ( 0, 0, -4) 2 886 0 886 N/A N/A -51.06
info: Ring 8 ( 0, -2, -1) 12 8676 0 8676 N/A N/A -48.14
info: Ring 7 ( 1, -2, -2) 12 9420 0 9420 N/A N/A -47.54
info: Ring 6 ( 0, -2, 0) 6 5522 0 5522 N/A N/A -46.32
info: Ring 5 ( -1, 0, -3) 12 14148 0 14148 N/A N/A -44.46
info: Ring 4 ( -2, 1, 0) 6 10584 0 10584 N/A N/A -39.83
info: Ring 3 ( 0, -1, -2) 12 21386 0 21386 N/A N/A -33.92
info: Ring 2 ( 0, -1, -1) 12 21496 0 21496 N/A N/A -25.92
info: Ring 1 ( 0, 0, -2) 2 3584 0 3584 N/A N/A -24.89
info: Ring 0 ( -1, 0, 0) 6 10748 0 10748 N/A N/A -22.68
info: Using only those peaks which are assigned to rings for scoring trial matrices
info: Shape of scoring matrix (111414, 3)
info: Assign to rings, maximum d-spacing considered: 0.949511
info: Ring assignment array shape (111414,)
info: Ring ( h, k, l) Mult total indexed to_index ubis peaks_per_ubi tth
info: Ring 11 ( -1, 0, -4) 12 1292 0 1292 N/A N/A -56.55
info: Ring 10 ( -2, 0, -2) 12 3672 0 3672 N/A N/A -53.29
info: Ring 9 ( 0, 0, -4) 2 886 0 886 N/A N/A -51.06
info: Ring 8 ( 0, -2, -1) 12 8676 0 8676 N/A N/A -48.14
info: Ring 7 ( 1, -2, -2) 12 9420 0 9420 N/A N/A -47.54
info: Ring 6 ( 0, -2, 0) 6 5522 0 5522 N/A N/A -46.32
info: Ring 5 ( -1, 0, -3) 12 14148 0 14148 N/A N/A -44.46
info: Ring 4 ( -2, 1, 0) 6 10584 0 10584 N/A N/A -39.83
info: Ring 3 ( 0, -1, -2) 12 21386 0 21386 N/A N/A -33.92
info: Ring 2 ( 0, -1, -1) 12 21496 0 21496 N/A N/A -25.92
info: Ring 1 ( 0, 0, -2) 2 3584 0 3584 N/A N/A -24.89
info: Ring 0 ( -1, 0, 0) 6 10748 0 10748 N/A N/A -22.68
info: Using only those peaks which are assigned to rings for scoring trial matrices
info: Shape of scoring matrix (111414, 3)
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -4), (0, 0, 4)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 886
info: Number of peaks in ring 2: 886
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.001926 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 3584
info: Number of peaks in ring 2: 886
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.007626 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -4), (0, 0, 4)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 886
info: Number of peaks in ring 2: 3584
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.004542 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: Number of peaks in ring 1: 3584
info: Number of peaks in ring 2: 3584
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.017968 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 5522
info: Number of peaks in ring 2: 886
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 2854
info: Time taken 0.187877 /s
info: Scoring 2854 potential orientations
info: new grain 292 pks, i 105404 j 82309 UBI -1.715448 -1.061073 2.134474 -0.236451 2.809904 -0.810482 -3.197006 -1.180156 -3.151559
info: new grain 280 pks, i 105402 j 54448 UBI -0.750509 2.012496 2.000390 -2.082390 -1.485293 -1.441858 0.043050 -3.264603 3.299431
info: new grain 280 pks, i 105394 j 110043 UBI 2.121763 -0.325199 -2.002447 -0.336749 2.570902 1.375454 2.923667 -1.395073 3.323398
info: new grain 240 pks, i 105390 j 110041 UBI 1.602128 1.645924 -1.828012 0.315457 -2.918910 0.006023 -3.311795 -0.364167 -3.230539
info: new grain 295 pks, i 105389 j 82304 UBI 0.405943 2.225312 1.869781 -2.720722 -0.884268 -0.660001 0.115656 -2.995766 3.543140
info: new grain 295 pks, i 105385 j 110038 UBI -0.513056 2.295876 1.756618 2.692633 -0.450258 -1.084057 -1.055517 2.597638 -3.698115
info: new grain 308 pks, i 105378 j 110084 UBI 1.740688 2.221537 0.807424 0.414486 -2.675907 1.135909 2.912614 -1.019405 -3.464484
info: new grain 262 pks, i 105377 j 26591 UBI -1.275401 1.585725 -2.115942 2.513635 0.916774 1.208287 2.398024 -2.349067 -3.206685
info: new grain 289 pks, i 105373 j 82297 UBI -2.207802 1.705188 0.915141 2.705599 0.407882 1.062022 0.893123 2.997177 -3.428612
info: new grain 298 pks, i 105368 j 54435 UBI 1.820959 -0.921066 -2.111239 -0.408790 2.873979 0.434998 3.522590 0.042387 3.021446
info: new grain 268 pks, i 105365 j 82293 UBI -1.611089 2.451154 0.086549 -0.572873 -2.198649 1.860218 2.954049 1.830425 3.075465
info: new grain 256 pks, i 105363 j 82182 UBI -0.568452 -2.845005 -0.449600 -1.501659 2.047903 -1.473150 3.178395 -0.101616 -3.380418
info: new grain 276 pks, i 105362 j 82291 UBI 2.656079 0.016419 1.251657 -2.109344 1.772189 1.012787 -1.369241 -3.314541 2.945260
info: new grain 309 pks, i 105361 j 82290 UBI -2.034618 -2.072209 0.425810 2.346630 0.136899 1.759140 -2.305950 2.844691 2.852220
info: new grain 276 pks, i 105360 j 110136 UBI 0.537607 -2.865038 -0.349760 1.322318 1.964008 -1.734792 3.520389 0.290295 3.011246
info: new grain 280 pks, i 105355 j 26471 UBI 0.224934 -2.276912 -1.840344 -2.268948 1.849404 -0.222907 2.431868 2.627718 -2.952963
info: new grain 295 pks, i 105347 j 26578 UBI -1.408474 -2.252263 -1.249395 2.874346 0.373711 -0.465916 0.943654 -2.639299 3.698807
info: new grain 268 pks, i 105346 j 54424 UBI 1.055694 -1.945987 1.927000 1.824390 1.847614 -1.367928 -0.559013 3.085799 3.422573
info: new grain 262 pks, i 105343 j 82171 UBI -0.667001 2.290453 1.709351 -1.056609 -2.664769 0.637684 3.740200 -0.859755 2.608906
info: new grain 308 pks, i 105342 j 110016 UBI 0.158646 2.866414 -0.612203 1.931834 -1.862943 -1.187987 -2.824393 -0.618902 -3.631637
info: new grain 280 pks, i 105339 j 54418 UBI -1.031850 1.874312 2.010373 2.884723 -0.153073 -0.519416 -0.411140 3.276144 -3.262696
info: new grain 273 pks, i 105334 j 54416 UBI 1.498545 1.105545 -2.269922 -2.742695 0.901063 0.526640 1.633872 3.382109 2.726477
info: new grain 262 pks, i 105333 j 54415 UBI -0.893644 1.699733 2.219771 2.834378 -0.052505 -0.759550 -0.730777 3.493090 -2.969725
info: new grain 256 pks, i 105332 j 26567 UBI 2.645241 1.256551 0.206242 -0.787143 -2.085802 1.910359 1.759988 -3.243187 -2.814760
info: new grain 262 pks, i 105329 j 54412 UBI -2.422069 0.637285 -1.532979 2.573334 1.196055 -0.754569 0.840926 -3.587072 -2.820798
info: new grain 270 pks, i 105326 j 54410 UBI -1.060417 -2.675133 0.575604 2.283636 1.034626 1.528702 -2.913949 1.825580 3.117754
info: new grain 297 pks, i 105325 j 54298 UBI 1.643089 0.620406 2.351412 -2.009152 1.925048 -0.937724 -3.179401 -1.980420 2.741417
info: new grain 280 pks, i 105320 j 110114 UBI -1.228022 1.568295 2.156714 2.922357 -0.100306 -0.262648 -0.121429 3.717994 -2.775112
info: new grain 240 pks, i 105313 j 54402 UBI 1.239176 -1.923236 -1.840150 -2.914498 0.353079 0.010886 0.391541 3.325780 -3.212757
info: new grain 272 pks, i 105312 j 82261 UBI 2.766288 0.274624 0.942408 -1.855476 -1.795791 1.397462 1.289773 -3.491315 -2.773530
info: new grain 278 pks, i 105308 j 26441 UBI 0.892322 -2.410777 -1.418786 0.791774 2.653009 -0.975598 3.799590 -0.156566 2.657261
info: new grain 273 pks, i 105305 j 82146 UBI -0.277077 2.339104 1.751808 -2.341943 -1.051210 -1.428075 -0.933094 -2.794014 3.584355
info: new grain 267 pks, i 105303 j 110102 UBI 2.046342 1.905266 -0.891637 -2.499537 -0.280704 -1.512187 -1.948883 3.311367 2.605280
info: new grain 253 pks, i 105302 j 109990 UBI 1.249131 1.247101 2.346352 1.398490 -2.139007 -1.443329 2.001197 3.162560 -2.745084
info: new grain 263 pks, i 105299 j 82143 UBI -2.910540 0.281993 -0.253774 1.774593 1.242684 -1.982865 -0.151708 -3.868395 -2.559289
info: new grain 294 pks, i 105297 j 110100 UBI -0.745904 2.343125 1.603384 2.715293 -1.101212 0.187727 1.370707 2.790037 -3.445591
info: new grain 177 pks, i 105282 j 109959 UBI 2.547383 -1.469462 0.003024 -2.034664 -0.567080 2.034484 -1.859783 -3.241269 -2.755549
info: new grain 271 pks, i 105274 j 54274 UBI 0.189128 2.035074 2.106511 2.229380 -1.854892 -0.454404 1.854892 2.974260 -3.042975
info: new grain 264 pks, i 105273 j 82134 UBI 2.500360 -0.893668 -1.253437 -2.553241 -1.218331 -0.783801 -0.513172 3.207612 -3.314949
info: new grain 256 pks, i 105270 j 26537 UBI 1.666590 2.147704 1.108687 0.013669 -2.659452 1.243468 3.493700 -1.278891 -2.774160
info: new grain 262 pks, i 105265 j 26535 UBI -2.010126 0.188323 -2.131365 0.285741 -2.487161 1.534251 -3.115668 1.539276 3.075772
info: new grain 260 pks, i 105263 j 82129 UBI 1.189316 1.573786 2.174750 1.120441 -2.622802 -0.695970 2.865558 2.028601 -3.034393
info: new grain 278 pks, i 105262 j 26421 UBI -1.546049 -1.256980 2.157357 -0.643916 2.728943 -0.870926 -2.977138 -1.699402 -3.126057
info: new grain 256 pks, i 105261 j 26420 UBI 2.030311 1.305692 -1.670976 -2.782316 0.934975 -0.069323 0.916539 2.980566 3.438587
info: new grain 278 pks, i 105255 j 82123 UBI 1.878728 1.784355 1.379776 -0.481182 -2.706832 1.030473 3.468958 -1.616616 -2.627307
info: new grain 300 pks, i 105253 j 26415 UBI -1.677457 -2.164323 -1.064527 2.561887 0.640493 -1.281817 2.145464 -3.032080 2.781170
info: new grain 254 pks, i 105246 j 26522 UBI 1.656549 -2.400981 0.339566 -2.160762 0.573352 1.901860 -2.959991 -2.415763 -2.634255
info: new grain 264 pks, i 105233 j 54365 UBI -1.068129 2.001657 1.864201 2.876286 -0.083065 -0.574705 -0.621039 2.952663 -3.527331
info: new grain 318 pks, i 105230 j 54363 UBI -0.196412 -2.111168 -2.030198 -2.369197 1.585876 0.706838 1.073872 3.076102 -3.304506
info: new grain 293 pks, i 105224 j 110066 UBI -0.129148 -2.242598 -1.888503 2.561806 1.340813 0.514157 0.852389 -2.966238 3.465684
info: new grain 248 pks, i 105221 j 26511 UBI -0.082037 1.793155 -2.322583 -2.368541 -1.578309 0.720567 -1.475553 3.457346 2.721646
info: new grain 261 pks, i 105218 j 82106 UBI 0.071997 -1.899185 -2.237644 2.352831 1.650254 0.599660 1.587684 -3.297933 2.851378
info: new grain 285 pks, i 105217 j 54244 UBI -1.690648 -1.481721 -1.888738 -0.381056 2.890054 0.361113 3.060070 0.830173 -3.388019
info: new grain 276 pks, i 105215 j 54243 UBI 1.785774 0.915202 -2.142660 0.898162 -2.074219 1.873801 -1.699235 -3.275462 -2.814057
info: new grain 286 pks, i 105214 j 82214 UBI -2.803145 0.631806 0.602359 1.266962 -2.355855 1.211174 1.356663 2.584551 3.606700
info: new grain 269 pks, i 105212 j 54240 UBI -0.155298 -1.815654 2.301022 -2.273495 0.232085 -1.844671 1.750607 -3.427619 -2.591524
info: new grain 288 pks, i 105209 j 54238 UBI -0.721874 2.807807 0.467512 1.947079 -1.327255 1.751282 3.442917 1.354066 -2.801647
info: new grain 281 pks, i 105201 j 109943 UBI 0.266100 -2.397349 -1.675172 1.883287 2.229126 -0.317627 2.794721 -1.908728 3.175352
info: new grain 269 pks, i 105198 j 54235 UBI 1.725639 -1.610552 1.746215 0.904751 2.630102 -0.937131 -1.916461 1.989791 3.730410
info: new grain 268 pks, i 105197 j 82207 UBI -1.857329 1.318139 -1.852108 2.508091 1.327193 0.758219 2.149243 -2.012640 -3.586316
info: new grain 300 pks, i 105192 j 54344 UBI 1.366056 1.880208 1.792485 -2.625324 0.685411 -1.120422 -2.074705 -1.978445 3.650747
info: new grain 297 pks, i 105188 j 82092 UBI 1.944790 0.191177 -2.191480 -1.464235 -2.504928 0.448783 -3.358425 1.453069 -2.853770
info: new grain 290 pks, i 105185 j 82091 UBI -0.195042 2.070224 -2.072048 2.521217 -0.385987 1.457361 1.376013 -3.068721 -3.194804
info: new grain 265 pks, i 105171 j 82112 UBI -1.654735 2.007625 1.362351 2.922943 0.082450 0.264391 0.256399 2.741257 -3.736573
info: new grain 243 pks, i 105126 j 26550 UBI 0.532269 2.163338 1.907275 -2.412350 -1.650923 0.291551 2.352547 -2.954527 2.696950
info: new grain 285 pks, i 105108 j 26572 UBI -2.370876 1.355141 1.076820 2.679754 0.794616 0.899517 0.226599 3.120555 -3.427210
info: new grain 279 pks, i 105104 j 26570 UBI -1.199082 -2.597261 -0.656305 -0.841141 2.413198 -1.446141 3.321693 -0.735826 -3.156943
info: new grain 262 pks, i 105083 j 109999 UBI 1.756862 1.030964 2.113687 0.962890 -2.097244 -1.814424 1.593730 3.245226 -2.909291
info: new grain 264 pks, i 105048 j 54389 UBI -2.241859 1.236931 -1.435130 2.749456 0.868311 -0.546439 0.356246 -3.218108 -3.327019
info: new grain 276 pks, i 105020 j 82121 UBI 2.715865 1.073499 0.297679 -1.005674 -1.996222 1.903060 1.639895 -3.398630 -2.701493
info: new grain 262 pks, i 105018 j 82120 UBI -1.672033 1.829695 1.572743 2.925518 0.192951 0.147369 -0.020316 3.014254 -3.528866
info: new grain 292 pks, i 104982 j 82213 UBI 2.666193 0.707516 -1.004257 -2.353973 1.504063 -0.902084 0.542646 2.964518 3.528526
info: new grain 297 pks, i 104943 j 26603 UBI -1.460712 2.479250 0.580379 2.647873 -0.451728 1.182574 1.985648 2.028648 -3.670728
info: new grain 312 pks, i 104933 j 82196 UBI 0.203379 1.639557 2.425007 -2.607882 -0.390767 -1.294176 -0.730468 -3.768724 2.608432
info: new grain 276 pks, i 104926 j 110037 UBI -1.680327 -1.262123 -2.048795 -0.438531 2.810657 0.730332 3.001693 1.320292 -3.281757
info: new grain 263 pks, i 104925 j 54329 UBI -1.914717 1.086746 1.943895 0.965488 -2.759382 0.273991 3.521146 1.494186 2.628530
info: new grain 269 pks, i 104916 j 54439 UBI 1.999214 1.358074 -1.665649 -0.633939 -2.825879 -0.479553 -3.332515 1.252050 -2.977703
info: new grain 258 pks, i 104904 j 26479 UBI -0.726449 2.136021 1.877099 2.823256 -0.502332 -0.630614 -0.250509 3.011024 -3.523292
info: new grain 261 pks, i 104903 j 110141 UBI -1.712025 -1.270404 2.017364 1.494582 -1.655405 -1.909490 3.584311 -0.158395 2.943272
info: new grain 271 pks, i 104894 j 54427 UBI -0.019422 2.291125 -1.835670 -2.527234 -1.055052 1.059257 0.306415 2.896657 3.612453
info: new grain 266 pks, i 104893 j 54315 UBI 0.731697 2.349677 -1.602205 1.652978 -2.424197 -0.108029 -2.572483 -1.598658 -3.516026
info: new grain 283 pks, i 104873 j 54411 UBI 0.955738 1.884682 2.037352 -2.741476 -1.042736 0.135687 1.481866 -3.552539 2.592117
info: new grain 232 pks, i 104862 j 110113 UBI -0.602871 2.115413 1.944147 -1.584615 -2.471402 -0.018869 2.962571 -1.922408 3.010620
info: new grain 292 pks, i 104859 j 54404 UBI 1.734947 2.317078 -0.489403 0.465792 -2.512699 -1.444979 -2.844082 1.418159 -3.381023
info: new grain 277 pks, i 104852 j 26443 UBI 1.735692 -0.850802 -2.209489 -0.074053 2.822606 0.804678 3.449745 -0.765695 3.006970
info: new grain 298 pks, i 104830 j 26544 UBI -2.348003 1.167924 1.321939 2.698535 0.616079 0.981807 0.206098 3.649617 -2.857624
info: new grain 262 pks, i 104825 j 82139 UBI -0.790796 2.787635 0.471113 -1.231076 -2.158899 1.562669 3.341160 0.408816 3.195240
info: new grain 284 pks, i 104819 j 54388 UBI -2.680082 -0.506680 -1.083751 1.490712 2.390597 -0.826223 1.871970 -2.382013 -3.516745
info: new grain 280 pks, i 104807 j 110090 UBI -1.962396 -1.477528 1.608479 2.862761 -0.245059 0.591966 -0.298342 3.586410 2.931515
info: new grain 296 pks, i 104795 j 54264 UBI -2.230235 -0.622097 -1.802345 1.918363 -2.097179 0.738884 -2.636428 -1.122014 3.650969
info: new grain 277 pks, i 104793 j 26528 UBI 2.120351 -1.417769 -1.454677 -0.273386 2.909438 -0.271242 2.873101 0.605458 3.595136
info: new grain 272 pks, i 104784 j 110077 UBI 2.391885 0.185363 1.691444 -1.761909 -2.339748 0.199310 2.484258 -2.150060 -3.278767
info: new grain 285 pks, i 104772 j 54367 UBI 1.138993 -2.619371 0.681460 -2.298291 1.036877 1.503027 -2.886092 -2.038715 -3.008284
info: new grain 272 pks, i 104758 j 26513 UBI -2.336088 -0.363925 1.740453 1.836480 2.244541 0.457085 -2.532804 2.652173 -2.844939
info: new grain 264 pks, i 104739 j 54351 UBI 1.176424 -2.241751 1.484793 0.422986 2.754668 0.922661 -3.830848 -0.283654 2.605740
info: new grain 290 pks, i 104736 j 54237 UBI -1.367815 -1.564856 2.073854 2.223786 -1.185569 -1.506859 2.993827 1.583051 3.172104
info: new grain 287 pks, i 104722 j 54233 UBI 1.686669 1.798454 -1.595875 -2.906115 0.406213 0.088196 0.501928 2.786746 3.675221
info: new grain 250 pks, i 104714 j 110048 UBI -0.911629 -1.985226 1.963214 2.797468 0.885669 -0.000692 -1.080529 3.415305 2.951609
info: new grain 302 pks, i 104691 j 110039 UBI 0.758719 -2.161666 1.836850 1.753547 2.330699 -0.328015 -2.220209 2.158690 3.457296
info: new grain 286 pks, i 104653 j 26466 UBI 0.741049 -1.690782 -2.281729 -2.676673 -0.226029 1.185082 -1.565137 3.251015 -2.917788
info: Number of orientations with more than 160 peaks is 100
info: Time taken 0.147/s
info: UBI for best fitting
[[-0.19641185 -2.11116794 -2.03019776]
[-2.3691969 1.5858761 0.70683784]
[ 1.07387179 3.07610205 -3.30450608]]
info: Unit cell: (2.93552561365612, 2.9372975091120668, 4.640621168928003, 90.00692272695815, 89.98438907767864, 120.04970953551809)
info: Indexes 321 peaks, with <drlv2>=0.007523
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 84469
info: Tried r1=6 r2=9 attempt 1 of 144, got 100 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -4), (0, 0, 4)]
info: Ring 2: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 96
info: Number of peaks in ring 2: 3949
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 96
info: Time taken 0.000654 /s
info: Scoring 96 potential orientations
info: new grain 259 pks, i 110129 j 48709 UBI -1.101661 -2.051648 -1.788881 2.459384 -0.536719 1.508970 -2.520034 -1.704001 3.504468
info: new grain 282 pks, i 110106 j 48672 UBI 0.372538 2.277341 1.813280 2.309622 -1.619859 -0.816857 0.668086 2.792119 -3.646224
info: new grain 291 pks, i 110094 j 104355 UBI 2.321254 1.383429 -1.144746 -2.631550 0.241192 -1.280098 -0.929196 3.724021 2.611917
info: new grain 272 pks, i 110088 j 48640 UBI 1.751566 -1.567909 1.759690 -2.874998 -0.586678 -0.111678 0.750221 -3.021004 -3.440930
info: new grain 274 pks, i 110075 j 48396 UBI -2.163963 -0.848157 -1.793698 1.646120 -2.011176 1.366326 -2.960649 0.003481 3.571502
info: new grain 256 pks, i 110073 j 104320 UBI -1.586147 -1.775596 1.718514 2.898670 -0.392643 -0.237778 0.680581 2.861378 3.589800
info: new grain 266 pks, i 110069 j 21208 UBI -0.490391 -2.519940 1.424546 -1.858889 2.250545 0.313155 -2.483895 -1.553180 -3.600306
info: new grain 280 pks, i 110068 j 20751 UBI -0.373281 -2.861961 -0.535611 -1.843350 1.963828 -1.167020 2.731635 0.341447 -3.737174
info: new grain 260 pks, i 82273 j 104640 UBI 0.184700 -2.676507 1.191976 -2.132222 1.836145 0.836888 -2.753687 -1.677590 -3.338050
info: new grain 276 pks, i 54294 j 20616 UBI -1.680996 2.329814 0.612459 2.580053 -0.346345 1.356733 2.096742 2.400890 -3.372211
info: Number of orientations with more than 160 peaks is 110
info: Time taken 0.022/s
info: UBI for best fitting
[[-0.19641185 -2.11116794 -2.03019776]
[-2.3691969 1.5858761 0.70683784]
[ 1.07387179 3.07610205 -3.30450608]]
info: Unit cell: (2.93552561365612, 2.9372975091120668, 4.640621168928003, 90.00692272695815, 89.98438907767864, 120.04970953551809)
info: Indexes 321 peaks, with <drlv2>=0.007523
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 81852
info: Tried r1=9 r2=6 attempt 2 of 144, got 110 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Ring 2: [(0, 0, -4), (0, 0, 4)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 7893
info: Number of peaks in ring 2: 20
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 148
info: Time taken 0.008138 /s
info: Scoring 148 potential orientations
info: new grain 281 pks, i 100494 j 82201 UBI -1.760477 2.275370 -0.592913 -0.952799 -2.185150 1.710436 1.618927 2.225172 3.738420
info: new grain 255 pks, i 100345 j 82158 UBI 0.918295 -2.160233 -1.762539 1.928639 1.448716 1.674785 -0.663423 -3.069262 3.417148
info: new grain 265 pks, i 100279 j 26545 UBI 2.306942 -0.099954 -1.812177 -0.595196 -2.284755 1.747484 -2.679928 -1.840510 -3.310411
info: Number of orientations with more than 160 peaks is 113
info: Time taken 0.004/s
info: UBI for best fitting
[[-0.19641185 -2.11116794 -2.03019776]
[-2.3691969 1.5858761 0.70683784]
[ 1.07387179 3.07610205 -3.30450608]]
info: Unit cell: (2.93552561365612, 2.9372975091120668, 4.640621168928003, 90.00692272695815, 89.98438907767864, 120.04970953551809)
info: Indexes 321 peaks, with <drlv2>=0.007523
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 81101
info: Tried r1=4 r2=9 attempt 3 of 144, got 113 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 2680
info: Number of peaks in ring 2: 3773
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 2359
info: Time taken 0.016882 /s
info: Scoring 2359 potential orientations
info: new grain 261 pks, i 87131 j 48767 UBI 0.226122 -1.047920 -2.732209 -2.646297 0.368791 1.216735 -0.166809 4.327913 -1.672655
info: new grain 301 pks, i 87129 j 20918 UBI -0.902649 0.751875 2.689731 -1.471660 -2.029996 -1.526034 2.681871 -3.318822 1.826788
info: new grain 288 pks, i 87124 j 105177 UBI -1.433553 -0.384216 -2.533562 -1.434008 0.988843 2.362516 0.994892 4.364731 -1.224471
info: new grain 273 pks, i 87118 j 49699 UBI -0.957458 1.578459 2.281295 -1.395011 0.151055 -2.579084 -2.745490 -3.518109 1.280195
info: new grain 282 pks, i 87116 j 21620 UBI -0.478152 -0.686545 2.813819 -2.191758 1.046616 -1.648689 -1.132185 -4.325651 -1.248004
info: new grain 288 pks, i 87113 j 77557 UBI 0.492081 -1.188437 -2.639422 -0.570308 -1.726542 2.305047 -4.536785 0.233000 -0.949960
info: new grain 262 pks, i 87111 j 21151 UBI -2.577896 1.401317 0.091587 1.607488 0.042846 -2.456023 -2.143007 -3.845844 -1.469407
info: new grain 260 pks, i 87110 j 48753 UBI 0.954745 1.323785 -2.440247 -0.225295 1.518749 2.502459 4.364822 -1.143347 1.086535
info: new grain 264 pks, i 87109 j 77321 UBI -2.784461 0.932878 -0.025025 1.260797 -0.923062 -2.484289 -1.454515 -4.320648 0.867386
info: new grain 248 pks, i 87108 j 76857 UBI 2.327154 -1.781492 0.182338 -1.010956 0.828378 -2.628052 2.817991 3.686644 0.078474
info: new grain 258 pks, i 87106 j 77093 UBI -1.132747 2.675941 -0.419755 0.728945 -1.663896 -2.306641 -4.270926 -1.814003 -0.041672
info: new grain 273 pks, i 87105 j 21385 UBI -2.665666 -0.746955 -0.974856 1.873547 1.398751 -1.774930 1.674491 -4.080100 -1.451168
info: new grain 272 pks, i 87104 j 49690 UBI -2.525411 1.068617 1.049133 2.361382 -0.158878 1.737302 1.259043 4.267787 -1.314606
info: new grain 273 pks, i 87103 j 21843 UBI 2.731890 -0.110122 -1.073471 -2.287232 0.225287 -1.824610 0.275352 4.628458 0.227699
info: new grain 262 pks, i 87096 j 48527 UBI 0.737673 0.901463 -2.694888 1.943211 0.185116 2.193532 1.538169 -4.260477 -1.003832
info: new grain 266 pks, i 87095 j 49227 UBI -1.992951 -1.709916 -1.313027 -0.443613 2.895031 0.183350 2.170214 0.589828 -4.060305
info: new grain 276 pks, i 87091 j 21840 UBI 1.803009 -2.119608 -0.936794 -1.570388 1.553809 -1.934264 3.455004 3.081175 -0.327241
info: new grain 335 pks, i 87090 j 77314 UBI 0.288504 1.783347 2.314049 -1.128842 1.024330 -2.509064 -4.253775 -1.170121 1.434599
info: new grain 284 pks, i 87089 j 48985 UBI 2.085990 -2.064822 -0.084649 -1.110032 0.859096 2.577114 -3.265400 -3.283036 -0.318298
info: new grain 269 pks, i 87079 j 49677 UBI -0.494896 0.107212 -2.892770 -0.355727 -2.523596 1.457332 -4.438637 1.088522 0.801339
info: new grain 274 pks, i 87078 j 104445 UBI 0.747090 0.319671 -2.820998 1.901508 0.730857 2.113377 1.704501 -4.317298 -0.039218
info: new grain 289 pks, i 87076 j 104687 UBI 2.066086 1.672004 -1.241068 -1.681061 -1.733948 -1.669106 -3.074740 3.444056 -0.476675
info: new grain 245 pks, i 87075 j 21370 UBI 0.203155 0.951036 2.770063 0.486174 1.851088 -2.226168 -4.502593 1.118711 -0.053341
info: new grain 268 pks, i 87074 j 105382 UBI 2.787231 0.759206 0.518471 -1.603966 -1.241735 2.124321 1.400948 -4.198211 -1.395984
info: new grain 284 pks, i 87073 j 77535 UBI 2.645740 1.121861 -0.595417 -1.317894 -1.763118 -1.942787 -2.009816 3.685622 -1.981084
info: new grain 282 pks, i 87072 j 76377 UBI -2.843989 0.666390 -0.289808 1.642287 -0.488973 -2.383538 -1.074687 -4.510584 0.185700
info: new grain 276 pks, i 87070 j 49213 UBI 0.051621 2.641888 1.279556 1.114603 -2.330166 1.397147 4.146094 0.840735 -1.905298
info: new grain 280 pks, i 87068 j 21366 UBI -1.613303 -0.558979 2.386845 -0.914286 1.989987 -1.956126 -2.270420 -3.319483 -2.315602
info: new grain 284 pks, i 87063 j 48513 UBI 0.472034 -1.000635 2.718754 -1.718135 -1.510158 -1.841390 3.697458 -2.363289 -1.509418
info: new grain 277 pks, i 87062 j 48512 UBI 2.780401 -0.933177 0.137891 -1.520540 0.451021 2.470810 -1.469844 -4.399816 -0.102414
info: new grain 278 pks, i 87060 j 104913 UBI 0.580522 0.421526 -2.847851 0.238102 2.230009 1.891245 4.447908 -1.100924 0.741518
info: new grain 272 pks, i 87058 j 76369 UBI 1.548716 -2.110451 1.326866 -1.756149 1.746565 1.579134 -3.511913 -2.969195 -0.623688
info: new grain 263 pks, i 87056 j 77064 UBI 1.534533 -2.384946 0.754920 -2.819526 0.238650 0.780848 -1.268662 -2.070003 -3.956838
info: new grain 260 pks, i 87051 j 104906 UBI -1.388702 0.650733 -2.503020 -0.837420 -2.328895 1.581481 -2.984962 2.665836 2.347514
info: new grain 274 pks, i 87049 j 77059 UBI -2.664995 -1.215267 -0.199092 1.369757 0.941652 -2.421326 1.945521 -4.180042 -0.525006
info: new grain 285 pks, i 87048 j 48506 UBI -2.296554 -0.541484 -1.745768 2.630064 -1.142637 -0.634775 -1.026546 -3.759927 2.518320
info: new grain 260 pks, i 87042 j 21811 UBI -1.211604 -0.814556 2.546470 -1.438632 -0.447722 -2.520735 1.985702 -4.175876 -0.392541
info: new grain 270 pks, i 87036 j 20654 UBI 0.458167 1.345977 2.567624 2.104267 -0.007897 -2.047946 -1.699067 3.939770 -1.766091
info: new grain 299 pks, i 87034 j 21574 UBI -2.268166 1.862771 0.040929 1.329150 -0.639358 -2.537296 -2.927652 -3.547535 -0.636995
info: new grain 279 pks, i 87031 j 21803 UBI 1.883304 1.595851 -1.589544 -2.582033 -0.792353 -1.147243 -1.919877 3.896084 1.634733
info: new grain 290 pks, i 87026 j 20650 UBI 2.325809 1.411676 1.099665 -1.309144 -2.108881 1.565754 2.816850 -3.162080 -1.899569
info: new grain 327 pks, i 87021 j 105117 UBI 1.119743 0.622857 -2.642119 0.566133 1.751915 2.284130 3.767449 -2.522042 1.003534
info: new grain 272 pks, i 87020 j 105116 UBI 1.297012 -0.979677 2.445238 1.383025 -0.211295 -2.581127 1.893954 4.183232 0.671063
info: new grain 272 pks, i 87016 j 105113 UBI -0.613843 1.587604 -2.390987 -1.139622 0.756980 2.595968 3.695104 2.684925 0.833965
info: new grain 267 pks, i 87013 j 20643 UBI 0.053351 -1.862566 2.269130 -1.595919 -0.633279 -2.379788 3.653747 -2.167684 -1.868835
info: new grain 269 pks, i 87009 j 48487 UBI 1.096035 -1.481304 2.285733 -1.492998 -1.421232 -2.089208 3.944035 -0.697840 -2.343785
info: new grain 293 pks, i 87008 j 20639 UBI -0.623548 -0.563422 2.812025 -1.360254 -1.492214 -2.130233 3.354879 -3.205561 0.103662
info: new grain 274 pks, i 87001 j 104648 UBI 1.503293 -2.100194 -1.393185 -2.905990 -0.251516 0.336433 -0.657830 2.202072 -4.033103
info: new grain 273 pks, i 87000 j 104647 UBI 0.638104 0.708025 -2.777919 2.150350 -0.724270 1.862098 -0.437321 -4.451555 -1.233199
info: new grain 254 pks, i 86996 j 104644 UBI -0.128711 -1.091474 -2.721893 0.474148 -1.790489 2.277593 -4.575820 -0.622057 0.463894
info: new grain 274 pks, i 86990 j 105099 UBI -2.695536 -0.136626 1.154414 1.585554 2.457046 0.261421 -1.786009 1.576710 -3.982577
info: new grain 245 pks, i 86989 j 105098 UBI 0.485801 0.599412 2.832129 2.010186 0.715064 -2.017704 -2.009800 4.149794 -0.532856
info: new grain 248 pks, i 86984 j 105096 UBI 1.829415 0.594922 -2.216533 -2.755128 1.012768 -0.057585 1.373865 3.865322 2.174006
info: new grain 260 pks, i 86983 j 49388 UBI -1.503628 1.200514 2.216549 1.049439 1.699621 -2.151965 -3.949920 -0.568377 -2.369785
info: new grain 281 pks, i 86979 j 76554 UBI -0.456649 -2.593220 1.298925 -2.209462 1.912883 -0.280835 -1.093516 -1.865609 -4.107109
info: new grain 276 pks, i 86977 j 77021 UBI 1.748941 -1.674239 1.660803 -2.722930 0.625201 0.902742 -1.584580 -3.790777 -2.155215
info: new grain 291 pks, i 86975 j 76782 UBI 1.053309 1.247592 -2.439568 1.648036 -0.096930 2.427179 1.738557 -4.088708 -1.341824
info: new grain 278 pks, i 86974 j 21311 UBI 0.949339 -0.912039 -2.623089 -2.745972 -0.593382 0.855070 -1.453454 3.974990 -1.906218
info: new grain 277 pks, i 86971 j 105089 UBI 1.152018 2.478259 -1.073432 -1.408634 -1.857091 -1.785272 -3.987324 2.216626 0.843066
info: new grain 300 pks, i 86968 j 76547 UBI 0.413393 0.124205 2.902718 2.097036 -1.101462 -1.733973 1.854977 4.232489 -0.443696
info: new grain 256 pks, i 86967 j 76546 UBI -1.376569 -2.535114 0.552272 -0.225512 2.235371 1.890021 -3.743989 1.539380 -2.266390
info: new grain 264 pks, i 86964 j 20837 UBI -0.242018 0.717248 2.835672 0.033394 2.103766 -2.047867 -4.623104 -0.248216 -0.331503
info: new grain 295 pks, i 86963 j 77239 UBI 0.605015 -0.778661 -2.764938 1.551572 -1.137994 2.217693 -3.028580 -3.500510 0.324017
info: new grain 270 pks, i 86958 j 21529 UBI 1.004777 1.222006 2.472087 0.674115 1.182898 -2.601171 -3.796737 2.659248 0.226281
info: new grain 252 pks, i 86957 j 48460 UBI -1.038811 0.555025 -2.689026 -1.857438 -0.534342 2.209011 -0.130596 4.532981 0.986784
info: new grain 294 pks, i 86954 j 20612 UBI -2.135850 1.202449 -1.614990 2.403700 1.556095 0.644050 2.040725 -1.559394 -3.865821
info: new grain 273 pks, i 86952 j 21064 UBI 0.372386 -2.514130 -1.470683 2.288428 1.773953 0.472417 0.886849 -2.202321 3.987424
info: new grain 276 pks, i 86944 j 105309 UBI -0.212333 -1.337011 2.605577 -2.154341 1.767092 -0.922387 -2.094305 -3.612366 -2.025448
info: new grain 272 pks, i 86940 j 48902 UBI -2.171671 1.948101 -0.336282 0.847985 -0.801900 2.692750 3.093366 3.459283 0.056615
info: new grain 272 pks, i 86937 j 76529 UBI -1.652743 2.396089 -0.377686 0.547368 -1.778362 -2.271269 -3.800565 -2.461970 1.014007
info: new grain 248 pks, i 86932 j 21751 UBI 2.892769 -0.254261 0.430450 -1.879119 -1.139948 1.946516 -0.004402 -4.003025 -2.346884
info: new grain 274 pks, i 86927 j 21046 UBI 0.313119 -1.573183 2.458634 -1.014281 -1.276944 -2.441479 4.340073 -1.075925 -1.240311
info: new grain 256 pks, i 86925 j 77454 UBI 0.665324 2.819443 -0.478005 -1.081269 -1.643234 -2.179193 -4.308097 1.224173 1.216695
info: new grain 256 pks, i 86921 j 21044 UBI -0.104081 2.878297 -0.568117 -0.837725 -1.930375 -2.045968 -4.344904 0.161909 1.624649
info: new grain 285 pks, i 86920 j 49591 UBI 0.011334 1.494923 2.527304 -2.080427 -2.007005 -0.509757 2.678116 -3.266294 1.922692
info: new grain 245 pks, i 86919 j 48890 UBI 1.549491 -2.391362 0.704427 -1.338377 1.552233 2.101098 -3.805693 -2.610195 -0.495043
info: new grain 324 pks, i 86917 j 21511 UBI 0.071482 2.933097 -0.063809 0.234737 -1.528748 -2.496820 -4.612185 0.102980 -0.498077
info: new grain 227 pks, i 86914 j 77215 UBI 1.731753 -0.078782 -2.369302 0.398545 2.071731 2.041369 2.950977 -2.785781 2.250604
info: new grain 264 pks, i 86912 j 20813 UBI 0.068533 1.345648 2.608938 -0.677542 1.519833 -2.417306 -4.488725 -0.996848 0.627096
info: new grain 304 pks, i 86910 j 76747 UBI -0.539428 0.006526 2.885421 -1.649365 -1.634268 -1.798643 2.925144 -3.558704 0.554945
info: new grain 268 pks, i 86907 j 49351 UBI 2.335560 0.169551 -1.767846 -2.226551 -1.788159 -0.679094 -2.039179 3.438974 -2.362131
info: new grain 264 pks, i 86906 j 105289 UBI 0.483226 -2.676851 1.102413 -0.577807 2.245163 1.800066 -4.536829 -0.938822 -0.288923
info: new grain 247 pks, i 86905 j 48884 UBI -2.334634 1.771603 0.161369 1.920125 -0.103426 2.218655 2.454813 3.414951 -1.963683
info: new grain 300 pks, i 86902 j 104827 UBI -0.756355 1.360103 2.491595 -1.543800 -2.311217 -0.934956 2.791255 -2.831519 2.395267
info: new grain 280 pks, i 86901 j 104826 UBI -0.345059 -2.550026 1.411672 -0.290154 2.535481 1.454002 -4.530589 0.056810 -1.003073
info: new grain 313 pks, i 86896 j 48434 UBI -2.573737 -0.611761 -1.268357 2.030581 1.531811 -1.466427 1.769334 -3.953523 -1.674408
info: new grain 278 pks, i 86890 j 105046 UBI 0.628625 -0.846599 -2.739644 1.823190 -0.674941 2.199973 -2.307902 -3.966667 0.695130
info: new grain 312 pks, i 86888 j 49570 UBI 0.670080 -1.243228 2.574041 -1.090963 -1.634745 -2.180748 4.303258 -0.835233 -1.524727
info: new grain 280 pks, i 86885 j 76509 UBI 0.395153 -0.487403 2.867198 -0.764180 -2.210935 -1.774057 4.483367 -0.925937 -0.775110
info: new grain 346 pks, i 86880 j 21264 UBI 0.863459 0.723860 2.710549 -0.671872 2.101092 -1.935403 -4.414684 -0.093825 1.431944
info: new grain 290 pks, i 86879 j 21025 UBI 0.220275 -2.751251 -1.000595 -2.609655 1.343936 0.034596 0.777952 1.619563 -4.278611
info: new grain 271 pks, i 86878 j 77193 UBI -1.206147 2.331597 1.313460 1.970971 -1.639030 1.434506 3.417142 2.683626 -1.628180
info: new grain 254 pks, i 86877 j 21023 UBI -0.718687 -0.484608 2.805779 -2.028048 0.969141 -1.888573 -1.122894 -4.379784 -1.044781
info: new grain 264 pks, i 86873 j 76965 UBI -0.942634 0.243222 2.771496 -0.328618 2.241114 -1.868169 -4.143339 -1.663309 -1.264772
info: new grain 252 pks, i 86872 j 21018 UBI -1.296640 -2.587263 0.495273 1.911782 1.080679 1.948917 -3.466410 2.157863 2.203119
info: new grain 290 pks, i 86871 j 49102 UBI 0.799709 1.010604 -2.637416 -2.786445 0.258709 0.887790 0.982669 4.128125 1.879678
info: new grain 251 pks, i 86864 j 105266 UBI 2.588002 -1.381728 0.128844 -2.003930 -0.437156 2.099640 -1.767905 -3.540007 -2.425073
info: new grain 256 pks, i 86861 j 21249 UBI 2.395015 -1.584722 0.608885 -1.976850 0.539929 2.102338 -2.275656 -3.879728 -1.144438
info: new grain 271 pks, i 86860 j 21711 UBI -1.584036 -2.279591 0.953571 0.826771 2.098755 1.876552 -3.907785 2.342832 -0.894583
info: new grain 287 pks, i 86856 j 104346 UBI -0.957130 0.074725 2.775152 -1.867494 0.496614 -2.211275 -0.963148 -4.533078 -0.206771
info: Number of orientations with more than 160 peaks is 213
info: Time taken 0.148/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 55499
info: Tried r1=1 r2=6 attempt 4 of 144, got 213 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 2486
info: Number of peaks in ring 2: 1853
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 2317
info: Time taken 0.009450 /s
info: Scoring 2317 potential orientations
info: new grain 288 pks, i 105412 j 3128 UBI 1.159872 -1.996384 1.814458 0.376591 2.861779 0.534127 -3.888407 0.038554 2.531225
info: new grain 298 pks, i 105411 j 31418 UBI -0.773682 2.824891 -0.203032 -0.162103 -1.739275 -2.359118 -4.364815 -1.111222 1.117791
info: new grain 274 pks, i 105409 j 86675 UBI 2.501530 1.187671 0.974763 -0.543372 -2.850116 0.448450 2.056260 -1.026028 -4.030745
info: new grain 256 pks, i 105408 j 31414 UBI -1.012723 1.490964 -2.316574 -1.879092 -1.269618 1.864451 -0.101813 3.883854 2.541439
info: new grain 262 pks, i 105395 j 3100 UBI -2.184037 1.873378 0.585605 1.684577 -1.016322 2.177814 2.906893 3.570164 -0.582848
info: new grain 260 pks, i 105387 j 3083 UBI -0.732611 2.367375 1.574263 -0.763097 -2.678153 0.932269 3.994193 -0.321763 2.340101
info: new grain 283 pks, i 105380 j 3517 UBI 0.974393 2.689245 0.660777 0.190527 -2.160113 1.979247 4.199714 -1.124137 -1.631009
info: new grain 266 pks, i 105375 j 58762 UBI -0.200490 0.392836 -2.902027 -2.214278 -1.249674 1.467301 -1.897573 4.178236 0.695526
info: new grain 279 pks, i 105372 j 3500 UBI -1.971633 1.397266 -1.668327 2.802230 -0.161148 -0.862078 -0.916471 -3.959367 -2.237210
info: new grain 249 pks, i 105350 j 30869 UBI -2.793437 0.431616 0.793401 2.176579 1.116863 1.622887 -0.114459 3.893204 -2.524006
info: new grain 285 pks, i 105341 j 3453 UBI 0.910435 -0.250741 -2.779655 -0.919257 2.597922 1.015895 4.328407 1.013291 1.327456
info: new grain 275 pks, i 105338 j 31295 UBI -0.004487 1.503227 2.522141 2.296661 0.190033 -1.819927 -2.001601 3.595536 -2.144450
info: new grain 237 pks, i 105337 j 58706 UBI 0.898654 1.375079 -2.433368 -1.473461 1.479718 2.063315 4.003000 1.076020 2.086752
info: new grain 273 pks, i 105322 j 31265 UBI -1.435108 -2.113385 1.448271 2.869867 -0.283646 -0.547021 0.977879 2.094804 4.024325
info: new grain 288 pks, i 105319 j 86521 UBI -1.083493 -0.616941 -2.657389 0.983521 -2.164933 1.723311 -4.238992 -0.463651 1.833976
info: new grain 286 pks, i 105316 j 3409 UBI 2.419763 -1.648007 -0.214262 -0.704138 1.247944 2.563242 -2.460878 -3.760411 1.154356
info: new grain 312 pks, i 105301 j 3376 UBI -2.551623 0.479301 1.370159 2.361928 -0.816202 1.541075 1.152331 4.455068 0.592886
info: new grain 285 pks, i 105295 j 58623 UBI -1.357795 0.170394 -2.597145 0.942523 -2.594443 0.995214 -4.086548 -0.682833 2.093894
info: new grain 296 pks, i 105294 j 58622 UBI 0.856319 2.463650 -1.348001 -2.856697 -0.638678 0.217779 -0.201699 2.280328 4.038880
info: new grain 266 pks, i 105287 j 86456 UBI 2.055376 -1.211197 1.710089 -2.827447 -0.147527 0.775517 -0.425521 -3.997802 -2.317752
info: new grain 276 pks, i 105286 j 3351 UBI 2.662006 -1.145380 0.471954 -1.933088 0.180131 2.203100 -1.623044 -4.211576 -1.077502
info: new grain 290 pks, i 105279 j 31184 UBI 0.539020 2.765590 -0.815970 -0.755658 -2.003795 -2.012560 -4.473646 1.056701 0.630518
info: new grain 269 pks, i 105267 j 31160 UBI 1.585729 -0.206222 2.462664 -1.164105 -2.412975 -1.203870 3.843787 -0.596905 -2.527214
info: new grain 277 pks, i 105260 j 3301 UBI -0.274377 1.211064 -2.660406 0.169043 1.708921 2.380596 4.621644 0.124847 -0.418402
info: new grain 275 pks, i 105259 j 59007 UBI 0.832780 -1.106939 -2.588852 1.878343 1.608351 1.581450 1.502077 -3.842800 2.125505
info: new grain 272 pks, i 105258 j 59003 UBI -1.155432 1.253231 2.390906 -0.576564 1.101526 -2.658518 -3.710557 -2.767666 -0.342491
info: new grain 284 pks, i 105251 j 2835 UBI -1.191308 0.731204 -2.581993 -1.647535 -1.271757 2.070664 -1.099283 4.178250 1.693514
info: new grain 272 pks, i 105249 j 3280 UBI -0.119367 -1.358205 2.600254 -2.117406 -0.441212 -1.984735 2.384507 -3.573233 -1.753937
info: new grain 268 pks, i 105248 j 31124 UBI -0.983820 2.191512 -1.688604 0.125813 -2.732699 -1.066386 -4.321283 -0.785267 1.497134
info: new grain 276 pks, i 105245 j 31115 UBI 0.025842 -0.266240 2.923696 2.430962 0.830755 -1.419285 -1.276938 4.443116 0.416492
info: new grain 296 pks, i 105244 j 3269 UBI 0.843985 2.316011 1.591488 -0.595323 -2.548216 1.326230 4.436246 -1.283375 -0.481593
info: new grain 290 pks, i 105242 j 58526 UBI 0.425481 1.729864 -2.334254 1.550210 0.437957 2.455816 3.277406 -2.895696 -1.549170
info: new grain 295 pks, i 105240 j 58521 UBI 0.398450 -2.905733 0.148358 0.422152 1.411625 -2.538818 4.456015 0.664164 1.111370
info: new grain 281 pks, i 105235 j 58958 UBI -2.088398 -2.012235 -0.449701 2.668811 -0.372347 -1.163864 1.353017 -2.258551 3.822047
info: new grain 244 pks, i 105225 j 58931 UBI -2.541826 1.418931 0.384459 1.675038 -0.666008 2.317379 2.202157 4.063045 -0.424302
info: new grain 257 pks, i 105223 j 30616 UBI 1.195686 -2.680365 -0.057996 -0.374867 1.384210 2.561179 -4.219060 -1.891114 0.404454
info: new grain 232 pks, i 105222 j 3215 UBI 1.304127 1.550891 2.124647 -0.193296 -2.920135 0.223389 4.072617 -0.434880 -2.181726
info: new grain 282 pks, i 105220 j 31055 UBI -0.661434 2.857272 -0.130623 -0.147526 -1.653125 -2.422221 -4.435332 -0.985845 0.940180
info: new grain 270 pks, i 105219 j 2760 UBI -2.790563 0.029711 -0.910477 2.092763 1.246251 -1.639847 0.673654 -4.027641 -2.203033
info: new grain 251 pks, i 105216 j 86308 UBI -1.187890 2.681041 0.145226 -0.588680 -1.742224 -2.286917 -3.652282 -1.743762 2.270008
info: new grain 302 pks, i 105211 j 58900 UBI 0.977174 0.893911 -2.618984 -2.708620 0.715589 0.878509 1.656018 3.878047 1.939087
info: new grain 270 pks, i 105204 j 3178 UBI -2.817248 -0.052641 0.820660 1.634647 2.383527 0.516449 -1.234105 1.739066 -4.122559
info: new grain 279 pks, i 105203 j 86728 UBI 0.470557 0.452199 2.862171 1.493298 1.550600 -1.996314 -3.321362 3.241268 0.033563
info: new grain 291 pks, i 105195 j 58413 UBI 0.124945 -2.931941 -0.069236 0.898604 1.451488 2.389713 -4.290677 -0.225993 1.749504
info: new grain 272 pks, i 105194 j 3152 UBI -0.497795 -2.692045 1.061204 -1.849515 2.190744 0.631051 -2.500204 -1.027110 -3.770483
info: new grain 276 pks, i 105191 j 30543 UBI 0.589326 -1.561097 -2.415726 -1.863654 -1.051437 2.008393 -3.529980 2.060246 -2.197833
info: new grain 260 pks, i 105190 j 30541 UBI -2.124200 -1.953887 -0.537359 2.229883 0.296668 -1.884295 2.388800 -3.235157 2.316855
info: new grain 270 pks, i 105189 j 30538 UBI 2.255690 1.773164 -0.619897 -2.715939 0.726426 -0.848356 -0.655631 2.237283 4.013595
info: new grain 282 pks, i 105187 j 3139 UBI 1.139370 -1.060516 -2.489265 1.531493 1.910885 1.618011 1.893407 -3.517446 2.363591
info: new grain 291 pks, i 105186 j 86242 UBI 0.584252 -0.044603 -2.875507 1.784771 -1.377531 1.881844 -2.515825 -3.875204 -0.452376
info: new grain 296 pks, i 105183 j 86239 UBI 0.602825 -0.772960 -2.767307 1.169069 2.445910 1.128537 3.662305 -2.433453 1.478793
info: new grain 256 pks, i 105182 j 30531 UBI 0.579274 -1.650422 -2.357651 1.292082 2.618852 0.312247 3.516224 -2.007213 2.266078
info: new grain 264 pks, i 105142 j 30899 UBI 0.986041 -0.328703 -2.746594 1.898586 0.151026 2.232081 -0.198828 -4.611884 0.478270
info: new grain 284 pks, i 105103 j 3443 UBI -0.444068 -1.438068 -2.520552 -1.387435 -0.856416 2.441647 -3.523146 2.847854 -1.002317
info: new grain 248 pks, i 105079 j 58656 UBI 0.787199 -0.558156 2.772708 -1.361753 -2.063891 -1.583533 4.107339 -1.572656 -1.482353
info: new grain 265 pks, i 105078 j 30793 UBI -0.020017 -2.163344 1.985499 -1.835849 2.273353 0.287034 -3.189009 -2.261026 -2.499548
info: new grain 279 pks, i 105044 j 3335 UBI 1.363776 0.508948 2.549061 -0.020800 -2.705139 -1.138861 3.930765 0.933821 -2.286877
info: new grain 289 pks, i 105001 j 58506 UBI 1.154237 0.727960 -2.599092 -2.587361 1.117943 0.821110 2.180038 3.591813 1.972224
info: new grain 265 pks, i 104996 j 86780 UBI -2.209009 1.133358 1.566975 2.695691 -0.142640 1.153688 0.950069 4.210910 -1.705417
info: new grain 268 pks, i 104977 j 58448 UBI -1.563958 1.872496 1.630447 1.080575 -2.448243 1.207867 3.888722 2.271875 1.118858
info: new grain 280 pks, i 104969 j 2718 UBI -0.992962 2.453565 1.271706 -0.422760 -2.597537 1.296577 4.035879 0.465784 2.243441
info: new grain 270 pks, i 104945 j 3568 UBI 1.410039 0.205871 -2.567272 0.932698 1.544207 2.315701 2.764141 -3.519732 1.234064
info: new grain 272 pks, i 104942 j 58821 UBI -0.696250 -1.261119 -2.558083 -1.689111 2.140527 1.090385 2.547554 3.159073 -2.249301
info: new grain 272 pks, i 104936 j 59256 UBI 2.857953 -0.402933 -0.535665 -1.367992 2.379038 -1.044976 1.050054 2.306340 3.886707
info: new grain 272 pks, i 104932 j 3093 UBI 2.713229 -0.372348 -1.052152 -2.193793 0.719600 -1.817079 0.890664 4.498617 0.706335
info: new grain 273 pks, i 104912 j 3059 UBI 1.218451 0.313426 -2.652123 -2.056162 1.891319 0.904016 3.293417 2.705025 1.837240
info: new grain 294 pks, i 104911 j 3057 UBI -0.449750 -0.091448 -2.898899 0.804496 -2.430023 1.437470 -4.463642 -1.044385 0.727996
info: new grain 297 pks, i 104887 j 58717 UBI -2.411224 1.149749 1.222529 2.042961 -1.261578 1.686787 2.166110 4.081942 0.430361
info: new grain 271 pks, i 104878 j 86992 UBI -2.118780 -1.891087 0.747682 -0.336558 2.867685 0.532253 -1.956263 0.544668 -4.171250
info: new grain 248 pks, i 104874 j 2986 UBI -0.255174 -0.976883 -2.756370 -1.560473 -1.249401 2.150049 -3.448902 3.014199 -0.747240
info: new grain 273 pks, i 104870 j 31275 UBI 0.194779 -0.510854 -2.883746 2.321345 -0.469311 1.735142 -1.394689 -4.375530 0.683854
info: new grain 259 pks, i 104853 j 31244 UBI 0.888320 0.014793 2.799150 1.780339 0.995344 -2.111977 -1.753138 4.263463 0.531878
info: new grain 276 pks, i 104850 j 3395 UBI -1.178074 2.180818 -1.571150 0.376763 -2.645729 -1.215656 -4.230465 -1.258850 1.429286
info: new grain 275 pks, i 104848 j 3393 UBI 2.381223 -1.613471 -0.595071 -1.837094 0.763247 -2.160922 2.446224 3.876910 -0.712709
info: new grain 249 pks, i 104846 j 30787 UBI -0.497441 -0.100160 2.891855 -2.122514 0.883782 -1.825407 -1.476555 -4.380810 -0.406539
info: new grain 264 pks, i 104839 j 58637 UBI -2.678115 -1.200048 0.080220 1.611256 -0.165477 -2.449345 1.837186 -3.997275 1.477946
info: new grain 260 pks, i 104835 j 3372 UBI 0.013084 -0.724264 -2.844814 1.938837 -1.221517 1.833017 -2.987814 -3.445984 0.863098
info: new grain 260 pks, i 104812 j 2874 UBI -0.934128 -0.379313 -2.757770 -1.197058 2.087494 1.680607 3.184635 3.027779 -1.494073
info: new grain 254 pks, i 104808 j 30714 UBI -1.302464 -2.630023 -0.026148 0.143132 1.541860 2.494968 -4.053382 2.018015 -1.016064
info: new grain 260 pks, i 104798 j 86403 UBI -1.386836 0.686181 -2.496117 -0.666487 -2.485094 1.415841 -3.248608 2.252365 2.425875
info: new grain 280 pks, i 104794 j 2845 UBI -2.684049 -0.406712 1.121918 2.362426 -0.951959 1.460292 0.293098 4.085112 2.180552
info: new grain 254 pks, i 104790 j 58992 UBI 2.110614 1.980444 0.492648 -0.902278 -1.755798 2.173454 3.212490 -3.128707 -1.193754
info: new grain 267 pks, i 104787 j 30674 UBI 0.527361 1.505859 -2.464664 -2.257477 0.747396 1.720413 2.755052 2.894764 2.357506
info: new grain 336 pks, i 104786 j 31121 UBI -0.255926 2.684561 -1.163173 -2.267363 -1.860978 -0.095023 -1.499071 1.622998 4.079376
info: new grain 271 pks, i 104781 j 31111 UBI 0.387683 -2.833244 -0.664426 0.504349 2.064443 -2.024835 4.420961 0.282048 1.385229
info: new grain 266 pks, i 104780 j 3265 UBI 1.859804 1.663036 -1.545736 0.849039 -2.639180 0.966715 -1.536135 -1.931819 -3.929502
info: new grain 264 pks, i 104779 j 30661 UBI -2.758536 0.512531 0.866568 2.207124 0.208577 1.925005 0.501471 4.489992 -1.059361
info: new grain 277 pks, i 104774 j 2810 UBI -1.216073 -0.415961 2.639120 -1.616401 -0.325508 -2.430482 1.163458 -4.489417 -0.170199
info: new grain 266 pks, i 104766 j 3246 UBI -2.415132 -1.131582 1.226188 1.762446 1.747308 1.569377 -2.434798 3.698969 -1.385818
info: new grain 302 pks, i 104762 j 58496 UBI 1.172259 -0.093122 -2.690786 0.572861 -2.138911 1.926179 -3.687501 -2.370389 -1.527014
info: new grain 284 pks, i 104756 j 3216 UBI 0.520659 2.812266 0.661354 0.092128 -2.044037 2.105255 4.521592 -0.643767 -0.823763
info: new grain 274 pks, i 104754 j 30610 UBI -1.200315 0.742973 -2.574198 -1.426392 -1.812681 1.815861 -2.063527 3.639872 2.008129
info: new grain 287 pks, i 104752 j 58468 UBI -0.028716 0.505853 2.892132 -0.032954 2.250331 -1.883469 -4.640484 -0.092872 -0.028531
info: new grain 300 pks, i 104749 j 30602 UBI -2.916037 0.295426 0.186737 1.660140 0.249580 2.407884 0.416080 4.560895 -0.759067
info: new grain 274 pks, i 104741 j 3194 UBI -2.433084 -0.139274 1.637925 2.637467 -0.236101 1.266532 0.131828 4.601564 0.583357
info: new grain 257 pks, i 104738 j 31033 UBI 0.630867 -2.854274 -0.283991 0.772913 1.891608 -2.107086 4.073010 0.690230 2.114184
info: new grain 279 pks, i 104733 j 86276 UBI -0.403674 -2.725661 1.015074 0.839147 2.135637 1.828281 -4.447178 0.989016 0.884470
info: new grain 295 pks, i 104731 j 58426 UBI -1.527526 2.340599 0.898827 -1.062160 -2.701610 0.437277 2.146016 -0.177265 4.111035
info: new grain 271 pks, i 104730 j 86717 UBI 2.022140 -2.078501 0.460978 -0.940789 1.653817 2.235137 -3.362516 -3.079625 0.863662
info: new grain 285 pks, i 104727 j 31004 UBI -2.656556 1.151525 -0.479231 1.381367 -1.445866 -2.149227 -1.967794 -3.962729 1.400840
info: Number of orientations with more than 160 peaks is 313
info: Time taken 0.149/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 31096
info: Tried r1=6 r2=1 attempt 5 of 144, got 313 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, 0, -2), (0, 0, 2)]
info: Ring 2: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 1027
info: Number of peaks in ring 2: 3104
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1027
info: Time taken 0.005623 /s
info: Scoring 1027 potential orientations
info: new grain 300 pks, i 87126 j 72203 UBI -0.975245 2.439275 -1.309635 -1.903626 -2.044452 0.898545 -0.301849 2.091399 4.133450
info: new grain 244 pks, i 87122 j 16050 UBI 0.541362 1.085903 2.675423 2.024313 0.225192 -2.116640 -1.805749 4.074264 -1.289936
info: new grain 286 pks, i 87107 j 43438 UBI 2.402964 -1.052201 1.320708 -2.341735 -1.728240 -0.382640 1.670934 -1.349013 -4.113944
info: new grain 273 pks, i 87102 j 72179 UBI -1.849162 -2.054577 -0.989499 -1.022506 2.633798 0.796343 0.603494 1.544469 -4.334526
info: new grain 294 pks, i 87098 j 70850 UBI -2.284930 1.433547 -1.161545 2.561046 1.382984 0.374878 1.331389 -1.317383 -4.245375
info: new grain 272 pks, i 87092 j 100014 UBI -2.109036 -0.901466 -1.831829 -0.702794 1.006074 2.667088 -0.351071 4.298523 -1.714461
info: new grain 248 pks, i 87085 j 15130 UBI 2.346216 1.531660 -0.874392 0.232619 -2.884288 0.498875 -1.093219 -0.854077 -4.428719
info: new grain 298 pks, i 87066 j 16878 UBI -1.250383 -0.499607 -2.608516 -1.389784 -0.776184 2.468368 -2.024272 4.170767 0.172840
info: new grain 291 pks, i 87044 j 71680 UBI 2.446703 0.077394 1.621379 0.139534 0.487544 -2.889902 -0.629724 4.541090 0.731456
info: new grain 283 pks, i 87041 j 99081 UBI 2.848839 -0.631105 0.317115 -1.892101 -2.103762 -0.787488 0.720801 1.023483 -4.468403
info: new grain 292 pks, i 87037 j 100403 UBI 2.031134 1.476274 -1.519672 0.194054 -0.173143 2.924899 2.518740 -3.876104 -0.396830
info: new grain 268 pks, i 87033 j 99957 UBI -0.705539 -1.223187 -2.574418 2.729010 -0.262891 1.053882 -1.221623 -3.902938 2.192080
info: new grain 298 pks, i 87028 j 72107 UBI 1.224564 2.531754 0.843308 1.695753 -2.236550 -0.858298 -0.178220 1.541837 -4.373878
info: new grain 257 pks, i 87027 j 15515 UBI 0.793089 2.170210 1.809600 -0.567154 0.575504 -2.822707 -4.458305 0.747574 1.051990
info: new grain 248 pks, i 87025 j 44684 UBI -0.330629 0.983031 2.746514 2.663504 -0.040977 -1.233814 -0.684375 4.294998 -1.619463
info: new grain 249 pks, i 87017 j 72096 UBI 1.118984 2.708110 0.187007 1.717339 -2.333260 0.469217 1.062526 -0.128418 -4.514667
info: new grain 289 pks, i 87015 j 43348 UBI 0.839901 -0.230409 -2.804536 2.016010 0.177978 2.128551 0.004969 -4.625172 0.382054
info: new grain 258 pks, i 87011 j 15059 UBI -0.802882 1.876713 2.110319 -0.315068 -2.890897 0.407978 4.266990 -0.211247 1.810347
info: new grain 310 pks, i 86997 j 99037 UBI 2.804536 0.850880 0.165227 -2.071522 1.917692 -0.808103 -0.625605 1.194330 4.440827
info: new grain 282 pks, i 86976 j 44194 UBI 1.546728 1.588146 -1.926041 0.576814 0.205787 2.871031 3.081116 -3.449695 -0.371663
info: new grain 266 pks, i 86965 j 70281 UBI 1.755727 0.102361 2.351573 0.768392 1.394456 -2.466429 -2.194249 3.817023 1.470187
info: new grain 248 pks, i 86953 j 16326 UBI 2.529924 -0.095048 -1.486796 -0.903775 -2.348759 1.511495 -2.261173 -1.542320 -3.747928
info: new grain 263 pks, i 86946 j 71583 UBI -1.263528 -0.255078 2.637357 -0.574390 2.336937 -1.684904 -3.563426 -2.267392 -1.923841
info: new grain 260 pks, i 86938 j 16753 UBI -2.356120 -1.707276 0.381074 2.680535 -1.195103 -0.086078 0.371394 0.506191 4.599025
info: new grain 292 pks, i 86936 j 71573 UBI 2.555467 0.443839 1.375825 -0.561409 -2.594484 -1.254988 1.874068 1.514087 -3.966203
info: new grain 261 pks, i 86933 j 98095 UBI 1.827698 0.643786 2.203987 0.146328 1.506073 -2.517871 -3.071098 3.063007 1.652284
info: new grain 260 pks, i 86922 j 15412 UBI -0.641908 -2.744833 -0.819979 2.779232 0.745954 0.581560 -0.611964 -1.186136 4.444930
info: new grain 315 pks, i 86913 j 71994 UBI -2.683265 -0.080452 1.187774 1.440358 -2.501220 -0.545384 1.872413 0.150252 4.242626
info: new grain 275 pks, i 86899 j 14509 UBI 0.861633 0.471882 -2.767667 -1.240665 2.169274 1.541763 4.181988 1.306202 1.524741
info: new grain 263 pks, i 86892 j 44112 UBI 1.358439 -2.462866 -0.843740 -2.933052 0.130687 0.003955 0.064771 1.539088 -4.377616
info: new grain 266 pks, i 86889 j 98931 UBI -1.616939 -1.990636 -1.428066 2.727217 -0.665893 0.856016 -1.651316 -1.562215 4.047099
info: new grain 264 pks, i 86870 j 70187 UBI -0.081169 0.710631 -2.847292 -1.351663 -2.428006 0.947080 -3.881256 2.441817 0.717345
info: new grain 307 pks, i 86866 j 16683 UBI 1.986346 -0.698923 2.046207 0.842358 0.435485 -2.778501 0.653815 4.505715 0.907137
info: new grain 250 pks, i 86865 j 16240 UBI 0.416696 1.924741 2.176147 -0.158084 0.937445 -2.777278 -4.593242 0.504505 0.432904
info: new grain 254 pks, i 86862 j 71059 UBI -0.500781 2.496457 1.458988 -2.243025 -1.490749 -1.166587 -0.459661 -2.397362 3.948102
info: new grain 254 pks, i 86854 j 15785 UBI -0.604490 0.940247 2.714184 1.163641 1.843774 -1.964531 -4.260922 1.227227 -1.369251
info: new grain 272 pks, i 86850 j 15781 UBI 2.645874 -0.586818 -1.131750 -0.996249 2.762202 0.054105 1.922285 0.609756 4.178228
info: new grain 260 pks, i 86847 j 71929 UBI -0.320590 -2.490308 -1.520201 2.625031 0.722465 1.099353 -1.020352 -2.263291 3.921768
info: new grain 306 pks, i 86842 j 42737 UBI 0.065867 -1.516326 -2.513114 2.504811 0.668726 1.374702 -0.254910 -3.970028 2.391328
info: new grain 285 pks, i 86840 j 15330 UBI -0.384997 1.579731 2.442228 1.577875 1.094851 -2.222444 -3.842939 1.859717 -1.813952
info: new grain 281 pks, i 86838 j 98880 UBI -1.247249 -0.010755 -2.658311 -0.367049 -2.286923 1.803448 -3.792316 2.002534 1.771915
info: new grain 259 pks, i 86833 j 71915 UBI -2.153417 -1.142316 1.634823 0.194200 -0.676928 -2.850012 2.711355 -3.616684 1.048089
info: new grain 258 pks, i 86830 j 70587 UBI -2.012105 -0.425373 -2.093430 -0.175294 -1.483421 2.528529 -2.598170 3.393226 1.808279
info: new grain 263 pks, i 86827 j 44047 UBI 1.255211 0.210264 -2.646717 -2.796033 0.815790 0.368533 1.389869 4.310644 1.004432
info: new grain 286 pks, i 86824 j 70581 UBI -2.492324 -1.336816 -0.780567 -0.056078 2.788543 0.921887 0.582355 1.456309 -4.366625
info: new grain 262 pks, i 86809 j 98411 UBI -0.448737 -0.067186 -2.900662 -0.628335 -2.354906 1.637546 -4.313862 1.587077 0.630721
info: new grain 290 pks, i 86807 j 43144 UBI -0.995745 2.316065 1.502394 2.602849 0.137075 -1.354633 -2.078376 1.590330 -3.831723
info: new grain 285 pks, i 86806 j 42261 UBI 1.232866 0.926854 -2.497583 -2.193655 1.531235 1.212971 3.072523 2.477050 2.438690
info: new grain 268 pks, i 86804 j 44468 UBI 2.230388 0.738764 1.760524 -0.363508 1.377746 -2.567372 -2.686941 3.162089 2.076574
info: new grain 282 pks, i 86801 j 14851 UBI 0.494295 -2.564225 1.341948 -2.675976 0.624928 -1.031775 1.121444 -1.916833 -4.075620
info: new grain 266 pks, i 86796 j 43574 UBI 1.422507 0.525258 -2.514755 -1.026378 2.236434 1.602439 4.016689 0.186413 2.313872
info: new grain 300 pks, i 86795 j 100166 UBI 2.427661 -0.860818 -1.409922 -0.177978 -0.277810 2.916810 -1.805966 -4.243152 -0.517000
info: new grain 284 pks, i 86794 j 43131 UBI 0.610346 -0.830603 2.747921 2.181636 0.510889 -1.897305 0.106247 4.447070 1.324705
info: new grain 267 pks, i 86793 j 98837 UBI 0.281040 0.663701 -2.844469 -0.500697 2.127555 1.958455 4.574719 0.549695 0.575998
info: new grain 252 pks, i 86790 j 98834 UBI -1.534569 -2.432864 0.584522 2.931504 -0.107591 -0.131087 0.237602 0.941052 4.538746
info: new grain 276 pks, i 86788 j 44452 UBI -1.479906 2.315501 -1.033099 0.240297 -0.416763 2.896401 3.902101 2.510935 0.037807
info: new grain 272 pks, i 86787 j 71871 UBI 0.460746 2.881502 -0.321091 -0.704417 -1.088978 2.633363 4.501502 -0.613051 0.950372
info: new grain 276 pks, i 86778 j 43556 UBI -2.563102 -1.333888 0.508281 2.135517 -0.102653 2.016012 -1.640750 3.882610 1.940639
info: new grain 258 pks, i 86769 j 15702 UBI 0.571829 -0.327574 2.861325 1.887757 -1.024973 -2.002510 2.229490 4.069002 0.020073
info: new grain 269 pks, i 86764 j 43101 UBI -1.408544 0.381396 -2.546338 -0.409276 -2.459251 1.548227 -3.529753 2.005060 2.252493
info: new grain 264 pks, i 86763 j 14376 UBI 1.761095 -0.367286 2.320501 1.145352 0.208743 -2.696419 0.313268 4.603077 0.489800
info: new grain 300 pks, i 86753 j 72278 UBI -2.545928 1.339934 0.596374 0.914306 -0.242420 -2.778325 -2.221719 -4.054952 -0.377158
info: new grain 256 pks, i 86752 j 100122 UBI -2.040120 -0.335168 -2.084834 -0.705157 1.263463 2.554295 1.104375 4.154236 -1.749686
info: new grain 279 pks, i 86751 j 42649 UBI 2.732249 1.038449 0.284988 -0.566404 -2.821635 0.577658 0.870306 -1.078810 -4.428109
info: new grain 294 pks, i 86750 j 70510 UBI -0.916573 -1.412943 -2.401776 0.979321 -1.520784 2.312838 -4.308219 -0.143180 1.727068
info: new grain 267 pks, i 86749 j 71388 UBI -1.017695 -0.742412 -2.650264 -0.397017 -1.804086 2.282927 -4.026666 2.103013 0.955690
info: new grain 274 pks, i 86744 j 14798 UBI -1.527761 0.290821 -2.490858 0.317744 -2.646956 1.226556 -3.879786 0.672941 2.456424
info: new grain 286 pks, i 86739 j 14793 UBI 0.187737 -1.785349 2.324111 0.935644 -0.909863 -2.629232 4.233593 1.657987 0.932327
info: new grain 313 pks, i 86738 j 99666 UBI 2.224502 1.612723 1.032949 -2.401667 1.317165 -1.057360 -1.907202 -0.078933 4.230574
info: new grain 257 pks, i 86737 j 42636 UBI -1.143857 2.154459 -1.633679 -0.352943 0.021715 2.914455 3.926387 2.432029 0.458407
info: new grain 256 pks, i 86736 j 42635 UBI -2.706103 0.049422 -1.136458 0.377979 0.237761 2.902342 0.257262 4.614614 -0.411326
info: new grain 279 pks, i 86735 j 42634 UBI -0.562343 -1.993971 -2.080403 1.972081 2.120355 -0.490718 3.349012 -2.722298 1.705109
info: new grain 273 pks, i 86734 j 71375 UBI -2.834208 0.727733 -0.229188 2.018759 2.085223 0.447906 0.502096 0.499927 -4.585831
info: new grain 249 pks, i 86731 j 70492 UBI 0.993052 0.378306 2.736756 -1.346587 -2.501249 -0.739164 4.081713 -1.836325 -1.226387
info: new grain 254 pks, i 86725 j 99212 UBI -0.606457 2.424380 1.540275 -2.154900 -1.856464 -0.723667 0.689341 -2.337462 3.950534
info: new grain 280 pks, i 86723 j 14337 UBI 0.539980 2.085726 1.995363 -0.632420 0.745549 -2.766438 -4.515265 0.147472 1.069447
info: new grain 269 pks, i 86722 j 70923 UBI 0.685026 -2.264634 -1.739022 -0.960030 -0.484925 2.731513 -4.369475 -0.124123 -1.558293
info: new grain 321 pks, i 86720 j 70041 UBI 1.917305 0.798002 2.074108 -2.845203 -0.274291 0.662674 0.684112 -4.460603 1.082505
info: new grain 257 pks, i 86715 j 70036 UBI 0.774036 1.776225 2.205629 -1.209870 1.120164 -2.428602 -4.219204 -0.491283 1.867885
info: new grain 260 pks, i 86713 j 14327 UBI -2.542216 1.441039 0.281007 0.123712 -2.461196 -1.595993 -0.998405 -2.502447 3.779040
info: new grain 284 pks, i 86710 j 42609 UBI 1.817628 1.161461 -1.990801 0.594935 0.265600 2.862221 2.399515 -3.971341 -0.128539
info: new grain 281 pks, i 86708 j 100078 UBI 0.005053 2.246840 1.889714 -0.725481 0.446369 -2.809053 -4.450337 -0.842622 1.015862
info: new grain 262 pks, i 86703 j 99190 UBI 0.921774 0.587973 -2.724132 1.933067 -0.773771 2.067615 -0.555311 -4.464006 -1.149113
info: new grain 269 pks, i 86700 j 16076 UBI 1.015556 0.926059 2.592817 0.328997 -2.811391 -0.788318 4.075706 1.028610 -1.964197
info: new grain 255 pks, i 86697 j 98743 UBI -0.984294 -0.087250 -2.764378 1.991616 2.009101 0.785619 3.409412 -2.942778 -1.120278
info: new grain 275 pks, i 86695 j 15630 UBI -0.616439 -0.774731 -2.764074 -2.167937 0.323206 1.952244 -0.384638 4.475536 -1.170377
info: new grain 251 pks, i 86694 j 15629 UBI -1.672335 0.406116 2.379573 -0.639810 -2.149234 -1.892998 2.701257 -2.909615 2.399023
info: new grain 295 pks, i 86685 j 43906 UBI -0.347928 0.744952 -2.819039 0.994078 1.977808 1.929862 4.356758 -1.323040 -0.886149
info: new grain 249 pks, i 86634 j 14687 UBI 0.698988 -0.473497 2.812839 -1.743315 -1.888720 -1.417895 3.717194 -2.432406 -1.338166
info: new grain 276 pks, i 86617 j 42516 UBI -1.728159 0.145971 -2.367272 -1.179384 0.093983 2.687233 0.382777 4.625653 0.006635
info: new grain 256 pks, i 86602 j 43824 UBI 2.374947 1.578712 0.697304 -2.660036 1.240731 0.067544 -0.472333 -1.254372 4.443627
info: new grain 276 pks, i 86584 j 98192 UBI -2.035369 1.836336 -1.054621 -0.813997 -2.385493 1.503500 0.151539 2.434605 3.947008
info: new grain 276 pks, i 86575 j 15511 UBI -1.873293 0.095824 -2.260958 -0.898845 -0.996944 2.611550 -1.242695 4.301004 1.214754
info: new grain 272 pks, i 86525 j 70288 UBI 0.430098 0.227343 -2.894959 -2.070806 1.617178 1.307199 3.097926 3.380734 0.726033
info: new grain 292 pks, i 86487 j 72015 UBI 2.521975 0.354782 1.462006 0.027284 -0.308800 -2.919637 -0.364601 4.598413 -0.491693
info: new grain 223 pks, i 86449 j 71979 UBI 0.103936 -1.053344 -2.740763 1.642017 -1.220020 2.108308 -3.457132 -2.929372 0.994852
info: new grain 256 pks, i 86433 j 15371 UBI -0.679835 0.519493 2.808243 -1.787193 0.923891 -2.137851 -2.304761 -4.023467 0.186011
info: new grain 259 pks, i 86428 j 16251 UBI -2.556555 0.482213 -1.359948 0.834328 -2.743545 0.625124 -2.134339 0.287289 4.112714
info: new grain 254 pks, i 86378 j 72350 UBI -0.790770 2.820524 0.194469 1.671894 -1.203231 2.091379 3.813060 1.227874 -2.343229
info: new grain 264 pks, i 86357 j 16624 UBI 0.577716 -2.798062 0.674445 -2.665086 0.755295 -0.972263 1.373098 -0.768163 -4.365383
info: Number of orientations with more than 160 peaks is 413
info: Time taken 0.134/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 8083
info: Tried r1=1 r2=4 attempt 6 of 144, got 413 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Ring 2: [(0, 0, -2), (0, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 90.000000 0.000000
info: Number of peaks in ring 1: 808
info: Number of peaks in ring 2: 222
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 569
info: Time taken 0.001214 /s
info: Scoring 569 potential orientations
info: new grain 231 pks, i 100491 j 3127 UBI -1.227443 -0.827279 2.535732 -1.673836 1.070938 -2.158328 -0.579361 -4.292299 -1.674564
info: new grain 325 pks, i 100431 j 3067 UBI 1.898307 2.054892 0.885885 0.903648 -2.769380 -0.380808 1.040313 0.947640 -4.421864
info: new grain 295 pks, i 100267 j 58605 UBI 2.191221 1.951532 0.102581 -2.607372 0.777081 -1.101459 -1.383670 1.329245 4.225839
info: new grain 240 pks, i 100264 j 58602 UBI 0.839735 0.888698 2.669488 1.863538 -1.497612 -1.702677 1.543075 3.985248 -1.808945
info: new grain 289 pks, i 100263 j 59049 UBI -1.805667 -1.995050 1.173237 2.772026 -0.726504 -0.636429 1.317486 1.309407 4.252884
info: new grain 266 pks, i 100213 j 58551 UBI -2.914402 0.305594 -0.179699 1.163472 -2.613709 0.654805 -0.165589 1.058478 4.516528
info: new grain 252 pks, i 100190 j 30665 UBI -2.331317 -1.244712 -1.278170 0.172393 0.130195 2.928157 -2.160572 4.106563 -0.055821
info: new grain 320 pks, i 100181 j 30656 UBI -2.221418 -1.512948 -1.179668 2.289863 -1.422448 1.163758 -2.136703 -0.074107 4.118570
info: new grain 295 pks, i 100157 j 31079 UBI -0.689849 -2.515046 1.348695 2.677087 0.361948 -1.151883 1.496813 1.750325 4.027258
info: new grain 266 pks, i 100155 j 30629 UBI -0.031072 -0.360743 -2.913124 0.529825 2.650449 1.145527 4.545537 -0.937255 0.067204
info: new grain 268 pks, i 100152 j 58488 UBI -2.902480 -0.066161 -0.442674 1.397993 -2.404806 0.938519 -0.701959 1.309145 4.396029
info: new grain 308 pks, i 100150 j 31072 UBI -0.747721 -2.728843 -0.780562 2.712944 0.557313 0.969671 -1.374672 -0.867071 4.348920
info: new grain 251 pks, i 100144 j 3221 UBI -0.826080 -0.911906 2.665271 0.497680 2.852084 -0.486749 -4.451155 0.575256 -1.183042
info: new grain 278 pks, i 100141 j 86770 UBI -2.359235 -1.740288 0.180440 -0.281866 2.756569 -0.965371 0.737175 -1.447998 -4.347021
info: new grain 258 pks, i 100103 j 3181 UBI 2.727677 0.809467 -0.723516 -1.957083 2.020504 0.839186 1.332700 -0.540708 4.412608
info: new grain 272 pks, i 100099 j 3177 UBI 0.473036 -0.177918 2.892201 -2.646202 -0.642861 -1.096840 1.277401 -4.435394 -0.483846
info: new grain 304 pks, i 100097 j 30572 UBI -1.154368 0.061959 2.697750 -0.668642 2.107508 -1.931415 -3.610506 -2.509608 -1.487981
info: new grain 268 pks, i 100096 j 58433 UBI 2.413417 -1.356915 0.977148 -2.517186 -1.488195 -0.259205 1.124238 -1.139941 -4.356340
info: new grain 254 pks, i 100086 j 2716 UBI -1.208939 2.494611 -0.968667 -1.577252 -1.857053 1.635492 1.419808 2.182790 3.843567
info: new grain 296 pks, i 100084 j 58869 UBI 0.978573 -2.450248 1.289708 -1.228076 -0.131416 -2.663073 4.163401 0.633663 -1.951272
info: new grain 261 pks, i 100077 j 58414 UBI 0.999239 -2.333198 -1.476206 -0.744991 -0.261427 2.828418 -4.340552 -1.070562 -1.243070
info: new grain 260 pks, i 100072 j 30547 UBI 1.433291 -0.194187 -2.553179 -0.070377 2.550221 1.452452 3.877153 -1.182875 2.264385
info: new grain 241 pks, i 100058 j 2688 UBI 2.278338 1.711460 0.706399 -2.228994 1.098015 -1.559400 -2.138509 1.234233 3.928937
info: new grain 264 pks, i 99993 j 87071 UBI -1.063447 -2.641000 -0.716991 -1.783708 2.330208 0.072204 0.920787 0.844610 -4.470708
info: new grain 238 pks, i 99703 j 58481 UBI -0.440452 2.861491 0.490929 -2.263589 -1.867080 0.073621 0.703025 -0.672099 4.538089
info: new grain 283 pks, i 99268 j 58490 UBI 2.133852 1.945803 0.525952 0.542132 -2.873603 0.246237 1.239631 -0.146300 -4.471046
info: new grain 261 pks, i 99192 j 30998 UBI -2.742552 1.045932 -0.040408 0.490518 -2.804274 0.713904 0.394313 1.206714 4.464980
info: new grain 272 pks, i 99158 j 87119 UBI -1.174540 2.687984 -0.091774 2.452472 -0.477371 1.539295 2.545282 0.985251 -3.756453
info: new grain 276 pks, i 98088 j 58633 UBI 2.080443 1.782522 1.055339 0.569061 -2.854156 -0.379217 1.452377 0.868326 -4.321119
info: Number of orientations with more than 160 peaks is 442
info: Time taken 0.038/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 1649
info: Tried r1=4 r2=1 attempt 7 of 144, got 442 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Ring 2: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 68
info: Number of peaks in ring 2: 68
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 28
info: Time taken 0.000110 /s
info: Scoring 28 potential orientations
info: new grain 332 pks, i 105291 j 76518 UBI -2.074415 -1.350963 1.577933 -0.511379 0.698434 -2.805680 1.676383 -4.118485 -1.326888
info: Number of orientations with more than 160 peaks is 443
info: Time taken 0.016/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 1468
info: Tried r1=6 r2=6 attempt 8 of 144, got 443 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Ring 2: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 30.000000 0.866025
info: 90.000000 0.000000
info: 150.000000 -0.866025
info: Number of peaks in ring 1: 170
info: Number of peaks in ring 2: 52
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 123
info: Time taken 0.000258 /s
info: Scoring 123 potential orientations
info: new grain 293 pks, i 100461 j 20681 UBI -2.228092 0.159082 1.904462 -0.542235 -0.250654 -2.873754 0.015964 -4.623975 0.404094
info: new grain 306 pks, i 100448 j 49681 UBI 2.260031 -1.871675 0.097699 0.283937 2.571904 -1.384210 1.456631 1.963686 3.945594
info: new grain 286 pks, i 100183 j 76691 UBI 0.484204 2.876909 -0.319307 -1.093095 -1.562277 -2.232899 -4.306391 0.889497 1.488975
info: new grain 336 pks, i 100182 j 104775 UBI 1.384714 0.130744 -2.585623 -2.754018 0.983309 0.241647 1.599887 4.225580 1.070047
info: new grain 293 pks, i 100148 j 76674 UBI -1.570352 2.321995 0.870923 0.659226 -2.128561 1.912745 3.912702 2.227293 1.127839
info: Number of orientations with more than 160 peaks is 448
info: Time taken 0.021/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 472
info: Tried r1=4 r2=6 attempt 9 of 144, got 448 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Ring 2: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 30.000000 0.866025
info: 90.000000 0.000000
info: 150.000000 -0.866025
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 52
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 12
info: Time taken 0.000041 /s
info: Scoring 12 potential orientations
info: Number of orientations with more than 160 peaks is 448
info: Time taken 0.015/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 472
info: Tried r1=6 r2=4 attempt 10 of 144, got 448 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-1, 0, 0), (-1, 1, 0), (0, -1, 0), (0, 1, 0), (1, -1, 0), (1, 0, 0)]
info: Ring 2: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 41
info: Number of peaks in ring 2: 12
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.000067 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Ring 2: [(-1, 0, 0), (-1, 1, 0), (0, -1, 0), (0, 1, 0), (1, -1, 0), (1, 0, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 41
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.000029 /s
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Ring 2: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 60.000000 0.500000
info: 120.000000 -0.500000
info: Number of peaks in ring 1: 52
info: Number of peaks in ring 2: 52
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 52
info: Time taken 0.000091 /s
info: Scoring 52 potential orientations
info: new grain 271 pks, i 100482 j 14724 UBI -0.915199 -2.777947 -0.246690 -1.957007 2.184235 0.131774 0.108043 0.375049 -4.625457
info: new grain 267 pks, i 100126 j 97921 UBI -2.563610 1.422025 -0.161612 0.048847 -2.933251 0.004949 -0.291302 0.001941 4.631391
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.017/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=4 r2=4 attempt 11 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 12
info: Time taken 0.000041 /s
info: Scoring 12 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.011/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=6 r2=10 attempt 12 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 12
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 8
info: Time taken 0.000051 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=10 r2=6 attempt 13 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 12
info: Time taken 0.000039 /s
info: Scoring 12 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.023/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=4 r2=10 attempt 14 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 12
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 8
info: Time taken 0.000037 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=10 r2=4 attempt 15 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Ring 2: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Possible angles and cosines between peaks in rings:
info: 15.318545 0.964472
info: 61.168460 0.482236
info: 118.831540 -0.482236
info: 164.681455 -0.964472
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 13
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 12
info: Time taken 0.000042 /s
info: Scoring 12 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.015/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=6 r2=8 attempt 16 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Ring 2: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 15.318545 0.964472
info: 61.168460 0.482236
info: 118.831540 -0.482236
info: 164.681455 -0.964472
info: Number of peaks in ring 1: 13
info: Number of peaks in ring 2: 12
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 13
info: Time taken 0.000042 /s
info: Scoring 13 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.014/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=8 r2=6 attempt 17 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Ring 2: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Possible angles and cosines between peaks in rings:
info: 33.357369 0.835257
info: 90.000000 0.000000
info: 146.642631 -0.835257
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 13
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 12
info: Time taken 0.000035 /s
info: Scoring 12 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.012/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=4 r2=8 attempt 18 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Ring 2: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 33.357369 0.835257
info: 90.000000 0.000000
info: 146.642631 -0.835257
info: Number of peaks in ring 1: 13
info: Number of peaks in ring 2: 12
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 13
info: Time taken 0.000049 /s
info: Scoring 13 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.020/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=8 r2=4 attempt 19 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Ring 2: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 47.613754 0.674125
info: 70.301991 0.337063
info: 109.698009 -0.337063
info: 132.386246 -0.674125
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 12
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1
info: Time taken 0.000023 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=3 r2=6 attempt 20 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Ring 2: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 47.613754 0.674125
info: 70.301991 0.337063
info: 109.698009 -0.337063
info: 132.386246 -0.674125
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 9
info: Time taken 0.000034 /s
info: Scoring 9 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.010/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=6 r2=3 attempt 21 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 12
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1
info: Time taken 0.000021 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=2 r2=6 attempt 22 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, 0), (2, -2, 0), (-2, 0, 0), (2, 0, 0), (-2, 2, 0), (0, 2, 0)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 28.715423 0.877017
info: 63.991248 0.438508
info: 116.008752 -0.438508
info: 151.284577 -0.877017
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 9
info: Time taken 0.000034 /s
info: Scoring 9 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=6 r2=2 attempt 23 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Ring 2: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 54.281072 0.583809
info: 90.000000 0.000000
info: 125.718928 -0.583809
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 12
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1
info: Time taken 0.000019 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.000/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=3 r2=4 attempt 24 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Ring 2: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 54.281072 0.583809
info: 90.000000 0.000000
info: 125.718928 -0.583809
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 10
info: Time taken 0.000032 /s
info: Scoring 10 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.005/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=4 r2=3 attempt 25 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 12
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1
info: Time taken 0.000020 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.002/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=2 r2=4 attempt 26 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 1, 0), (-1, -1, 0), (-1, 2, 0), (1, -2, 0), (1, 1, 0), (2, -1, 0)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 40.578198 0.759519
info: 90.000000 0.000000
info: 139.421802 -0.759519
info: Number of peaks in ring 1: 12
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 8
info: Time taken 0.000035 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=4 r2=2 attempt 27 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 52.017504 0.615421
info: 57.430846 0.538317
info: 81.156395 0.153738
info: 98.843605 -0.153738
info: 122.569154 -0.538317
info: 127.982496 -0.615421
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.000029 /s
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 13
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 13
info: Time taken 0.000031 /s
info: Scoring 13 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.013/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=8 r2=10 attempt 28 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 13
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 8
info: Time taken 0.000033 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.009/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=10 r2=8 attempt 29 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Ring 2: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Possible angles and cosines between peaks in rings:
info: 30.637089 0.860412
info: 57.663079 0.534897
info: 66.714738 0.395309
info: 113.285262 -0.395309
info: 122.336921 -0.534897
info: 149.362911 -0.860412
info: Number of peaks in ring 1: 13
info: Number of peaks in ring 2: 13
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 13
info: Time taken 0.000039 /s
info: Scoring 13 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.014/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=8 r2=8 attempt 30 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1
info: Time taken 0.000021 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=3 r2=10 attempt 31 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 8
info: Time taken 0.000031 /s
info: Scoring 8 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.006/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=10 r2=3 attempt 32 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Possible angles and cosines between peaks in rings:
info: 52.017504 0.615421
info: 57.430846 0.538317
info: 81.156395 0.153738
info: 98.843605 -0.153738
info: 122.569154 -0.538317
info: 127.982496 -0.615421
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 8
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.000242 /s
info: hkls of rings being used for indexing
info: Ring 1: [(-2, 0, -2), (0, -2, -2), (-2, 0, 2), (0, -2, 2), (-2, 2, -2), (2, -2, -2), (-2, 2, 2), (2, -2, 2), (0, 2, -2), (2, 0, -2), (0, 2, 2), (2, 0, 2)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 52.017504 0.615421
info: 57.430846 0.538317
info: 81.156395 0.153738
info: 98.843605 -0.153738
info: 122.569154 -0.538317
info: 127.982496 -0.615421
info: Number of peaks in ring 1: 8
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.000024 /s
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Ring 2: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Possible angles and cosines between peaks in rings:
info: 32.295210 0.845307
info: 58.653049 0.520219
info: 62.932299 0.455043
info: 82.532972 0.129956
info: 97.467028 -0.129956
info: 117.067701 -0.455043
info: 121.346951 -0.520219
info: 147.704790 -0.845307
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 13
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1
info: Time taken 0.000025 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=3 r2=8 attempt 33 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Ring 2: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 32.295210 0.845307
info: 58.653049 0.520219
info: 62.932299 0.455043
info: 82.532972 0.129956
info: 97.467028 -0.129956
info: 117.067701 -0.455043
info: 121.346951 -0.520219
info: 147.704790 -0.845307
info: Number of peaks in ring 1: 13
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 11
info: Time taken 0.000033 /s
info: Scoring 11 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.011/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=8 r2=3 attempt 34 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 13
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1
info: Time taken 0.000022 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.000/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=2 r2=8 attempt 35 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -2, -1), (-2, 0, -1), (0, -2, 1), (2, -2, -1), (-2, 0, 1), (-2, 2, -1), (2, -2, 1), (2, 0, -1), (-2, 2, 1), (0, 2, -1), (2, 0, 1), (0, 2, 1)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 13.396878 0.972789
info: 44.033967 0.718928
info: 56.642631 0.549859
info: 72.782563 0.295999
info: 107.217437 -0.295999
info: 123.357369 -0.549859
info: 135.966033 -0.718928
info: 166.603122 -0.972789
info: Number of peaks in ring 1: 13
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 9
info: Time taken 0.000031 /s
info: Scoring 9 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.007/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=8 r2=2 attempt 36 of 144, got 450 grains
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: no peaks left for those rings
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Ring 2: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 39.396019 0.772778
info: 71.437856 0.318333
info: 84.772492 0.091111
info: 95.227508 -0.091111
info: 108.562144 -0.318333
info: 140.603981 -0.772778
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.000021 /s
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1
info: Time taken 0.000016 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=2 r2=3 attempt 37 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -2), (-1, 0, -2), (1, -1, -2), (-1, 1, -2), (1, 0, -2), (0, 1, -2), (0, -1, 2), (-1, 0, 2), (1, -1, 2), (-1, 1, 2), (1, 0, 2), (0, 1, 2)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 18.898331 0.946095
info: 49.421802 0.650485
info: 76.329177 0.236343
info: 86.602307 0.059266
info: 93.397693 -0.059266
info: 103.670823 -0.236343
info: 130.578198 -0.650485
info: 161.101669 -0.946095
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 1
info: Time taken 0.000025 /s
info: Scoring 1 potential orientations
info: Number of orientations with more than 160 peaks is 450
info: Time taken 0.001/s
info: UBI for best fitting
[[ 0.86345864 0.72385979 2.71054858]
[-0.67187163 2.10109209 -1.93540337]
[-4.4146835 -0.09382476 1.43194376]]
info: Unit cell: (2.9354058369787253, 2.9345844089191657, 4.642057349874324, 90.01018958874324, 89.99352242945588, 119.98574666717955)
info: Indexes 350 peaks, with <drlv2>=0.007635
info: That was the best thing I found so far
info: Number of peaks assigned to rings but not indexed = 47
info: Tried r1=3 r2=2 attempt 38 of 144, got 450 grains
info: hkls of rings being used for indexing
info: Ring 1: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Ring 2: [(0, -1, -1), (1, -1, -1), (-1, 0, -1), (1, 0, -1), (-1, 1, -1), (0, 1, -1), (0, -1, 1), (1, -1, 1), (-1, 0, 1), (1, 0, 1), (-1, 1, 1), (0, 1, 1)]
info: Possible angles and cosines between peaks in rings:
info: 52.017504 0.615421
info: 57.430846 0.538317
info: 81.156395 0.153738
info: 98.843605 -0.153738
info: 122.569154 -0.538317
info: 127.982496 -0.615421
info: Number of peaks in ring 1: 1
info: Number of peaks in ring 2: 1
info: Minimum number of peaks to identify a grain 160
info: Number of trial orientations generated 0
info: Time taken 0.000027 /s
info:
Tested 38 pairs and found 450 grains so far
Grain position and UBI refinement#
We can now try to refine the positions and UBIs of the grains we’ve found.
We do this in three ways:
Indexed with \(K_{\alpha_{1}}\) g-vectors, refined with \(K_{\alpha_{1}}\) centroids
Indexed with \(K_{\alpha_{2}}\) g-vectors, refined with \(K_{\alpha_{2}}\) centroids
Indexed with merged g-vectors, refined with both \(K_{\alpha_{1}}\) and \(K_{\alpha_{2}}\) centroids
We implement a gradient-aware minimiser using ADAM from the Optax library. The loss function itself is identical to makemap.py in ImageD11.
Peak to grain assignment#
We have to establish static peak to grain assignments before we can refine, so grains do not compete for peaks. We do this just like ImageD11 - each peak is assigned to the grain that best indexes it (yields \(hkl\) values closest to integer).
[22]:
@jax.jit
def assign(ubi, q_sample):
hklf = (ubi @ q_sample.T).T
hkli = jnp.rint(hklf)
hkle = jnp.linalg.norm(hklf - hkli)
return hkle, hkli
assign_peaks = jax.vmap(assign, in_axes=[None, 0])
assign_grains = jax.vmap(assign_peaks, in_axes=[0, None])
# compute hkl errors
hkle_a1, hkli_a1 = assign_grains(jnp.array(idx_a1.ubis), q_sample_a1[mask_a1])
hkle_a2, hkli_a2 = assign_grains(jnp.array(idx_a2.ubis), q_sample_a2[mask_a2])
hkle_both, hkli_both = assign_grains(jnp.array(idx_both.ubis), q_sample_cat)
# get grain assignments (minimised error per peak)
ga_a1 = jnp.argmin(hkle_a1, axis=0)
ga_a2 = jnp.argmin(hkle_a2, axis=0)
ga_both = jnp.argmin(hkle_both, axis=0)
# get hkli per peak
hkli_a1 = jnp.squeeze(jnp.take_along_axis(hkli_a1, ga_a1[None, :, None], axis=0))
hkli_a2 = jnp.squeeze(jnp.take_along_axis(hkli_a2, ga_a2[None, :, None], axis=0))
hkli_both = jnp.squeeze(jnp.take_along_axis(hkli_both, ga_both[None, :, None], axis=0))
# max grains per peak
M = max(jnp.unique(ga_a1, return_counts=True)[1].max(), jnp.unique(ga_a2, return_counts=True)[1].max(), jnp.unique(ga_both, return_counts=True)[1].max())
M
[22]:
Array(276, dtype=int64)
Refinement code#
[23]:
@jax.jit
def solve_ub_analytical(hkl_int, q_sample, mask):
"""UB = (Qs^T H) (H^T H)^-1, with masked rows zeroed out."""
m = mask.astype(q_sample.dtype)[:, None]
H = hkl_int * m # (N, 3)
Qs = q_sample * m # (N, 3)
HHT = H.T @ H # (3, 3), symmetric
QsHT = Qs.T @ H # (3, 3)
# ridge: grains with <3 usable peaks (or all-padding rows from top_k)
# would otherwise return NaN and poison the whole vmap batch
eps = 1e-12 * jnp.trace(HHT) + 1e-15
HHT = HHT + eps * jnp.eye(3, dtype=HHT.dtype)
# X = QsHT @ inv(HHT); HHT symmetric => X = solve(HHT, QsHT.T).T
return jnp.linalg.solve(HHT, QsHT.T).T
@jax.jit
def per_peak_err(ubi, origin, cen, hkl, wave, kvec, mask):
"""|Δhkl| for every peak in a grain's buffer. Masked rows -> inf."""
q = detector_to_q_vec(cen[:, 0], cen[:, 1], cen[:, 2], wave, kvec, origin)
d = (ubi @ q.T).T - hkl
e = jnp.sqrt(jnp.sum(d * d, axis=1) + 1e-24)
return jnp.where(mask, e, jnp.inf)
per_peak_err_vmap = jax.vmap(per_peak_err, in_axes=(0, 0, 0, 0, 0, 0, 0))
@partial(jax.jit, static_argnums=(7,))
def refine_grain(
initial_ubi, # kept for call-site compatibility; unused (as before)
initial_origin,
cen_obs,
hkl_int,
wavelength,
kvecs,
mask,
num_steps=20,
init_damping=1e-2, # was learning_rate; same positional slot
scaling_factor=1000.0,
):
mf = mask.astype(cen_obs.dtype)
npk = jnp.sum(mf) + 1e-10
def residuals(x):
"""Mask-weighted hkl residual, flattened, for a trial origin."""
origin = x * scaling_factor
q_sample = detector_to_q_vec(
cen_obs[:, 0], cen_obs[:, 1], cen_obs[:, 2],
wavelength, kvecs, origin,
)
ub = solve_ub_analytical(hkl_int, q_sample, mask)
hklf = jnp.linalg.solve(ub, q_sample.T).T # (N, 3)
return ((hklf - hkl_int) * mf[:, None]).ravel() # (3N,)
def mean_hkl_error(r):
d = r.reshape(-1, 3)
return jnp.sum(jnp.sqrt(jnp.sum(d * d, axis=1) + 1e-24)) / npk
jac = jax.jacfwd(residuals) # (3N, 3) — only 3 JVPs
def lm_step(carry, _):
x, lam = carry
r = residuals(x)
J = jac(x)
JTJ = J.T @ J
g = J.T @ r
I3 = jnp.eye(3, dtype=JTJ.dtype)
damp = lam * (jnp.diag(jnp.diag(JTJ)) + 1e-12 * I3)
dx = jnp.linalg.solve(JTJ + damp, -g)
x_try = x + dx
r_try = residuals(x_try)
# NaN in r_try makes this False, so a bad step is rejected automatically
improved = jnp.sum(r_try * r_try) < jnp.sum(r * r)
x_next = jnp.where(improved, x_try, x)
lam_next = jnp.clip(jnp.where(improved, lam / 3.0, lam * 5.0), 1e-10, 1e10)
return (x_next, lam_next), mean_hkl_error(r)
x0 = initial_origin / scaling_factor
lam0 = jnp.asarray(init_damping, x0.dtype)
(x_final, _), loss_history = jax.lax.scan(
lm_step, (x0, lam0), None, length=num_steps
)
final_origin = x_final * scaling_factor
q_sample = detector_to_q_vec(
cen_obs[:, 0], cen_obs[:, 1], cen_obs[:, 2],
wavelength, kvecs, final_origin,
)
final_ubi = jnp.linalg.inv(solve_ub_analytical(hkl_int, q_sample, mask))
final_loss = mean_hkl_error(residuals(x_final))
loss_history = jnp.concatenate([loss_history, final_loss[None]])
return final_ubi, final_origin, loss_history
refine_vmap = jax.vmap(
refine_grain,
in_axes=(0, 0, 0, 0, 0, 0, 0, None, None, None)
)
Just \(K_{\alpha_{1}}\)#
[24]:
%%time
all_origins_a1 = jnp.zeros((len(idx_a1.ubis), 3))
def get_compressed_grain_data(grain_id, assignments, cen, hkl, wave, kvec):
# Create a boolean mask for this specific grain
grain_mask = (assignments == grain_id)
# Use top_k to find the indices of the True values.
# This identifies exactly which rows in the filtered arrays belong to this grain.
# Since we want static shapes, we always take M indices.
_, indices = jax.lax.top_k(grain_mask.astype(jnp.int32), M)
# Gather the data for this grain
# If the grain has < M peaks, top_k pads with the lowest-index zero
# entries (i.e. other grains' peaks); 'mask' is correctly False there.
return {
"cen": cen[indices],
"hkl": hkl[indices],
"wave": wave[indices],
"kvec": kvec[indices],
"mask": grain_mask[indices]
}
# Vectorize the packing over all grain IDs
v_pack = jax.vmap(
get_compressed_grain_data,
in_axes=(0, None, None, None, None, None)
)
# Pack the data into grain-specific buffers (num_grains, M, ...)
grain_ids_a1 = jnp.arange(len(idx_a1.ubis))
compressed_a1 = v_pack(grain_ids_a1, ga_a1, centroid_with_error[mask_a1], hkli_a1, wavelengths_a1[mask_a1], kvecs[mask_a1])
mask_r = compressed_a1["mask"]
for it in range(3):
ubis, origins, losses = refine_vmap(
jnp.array(idx_a1.ubis), all_origins_a1,
compressed_a1["cen"], compressed_a1["hkl"], compressed_a1["wave"],
compressed_a1["kvec"], mask_r,
5, 1e-2, 1000.0)
# outlier rejection - unassign peaks with more than 4x the median hkl error
# LM is very sensitive!
e = per_peak_err_vmap(ubis, origins, compressed_a1["cen"], compressed_a1["hkl"],
compressed_a1["wave"], compressed_a1["kvec"], mask_r)
med = jnp.nanmedian(jnp.where(mask_r, e, jnp.nan), axis=1)
keep = mask_r & (e < 4.0 * med[:, None])
print(f"iter {it}: dropped {int((mask_r & ~keep).sum())} peaks, "
f"min/grain now {int(keep.sum(axis=1).min())}")
mask_r = keep
ubis_fit_a1, origins_sample_fit_a1, all_losses_a1 = ubis, origins, losses
iter 0: dropped 363 peaks, min/grain now 109
iter 1: dropped 8 peaks, min/grain now 109
iter 2: dropped 0 peaks, min/grain now 109
CPU times: user 9.68 s, sys: 117 ms, total: 9.79 s
Wall time: 3.54 s
[25]:
# convergence check
print("mask_r peaks:", int(mask_r.sum()),
" of", int(compressed_a1["mask"].sum()))
pert = jnp.full_like(all_origins_a1, 1.0 / 1000.0) # 1 um real (scaled units)
for n in (1, 2, 5, 20):
_, o_n, _ = refine_vmap(jnp.array(idx_a1.ubis), all_origins_a1,
compressed_a1["cen"], compressed_a1["hkl"],
compressed_a1["wave"], compressed_a1["kvec"],
mask_r, n, 1e-2, 1000.0)
_, o_p, _ = refine_vmap(jnp.array(idx_a1.ubis), all_origins_a1 + pert,
compressed_a1["cen"], compressed_a1["hkl"],
compressed_a1["wave"], compressed_a1["kvec"],
mask_r, n, 1e-2, 1000.0)
s = jnp.linalg.norm(o_n - o_p, axis=1)
print(n, "steps -> shift p50/max:",
float(jnp.percentile(s, 50)), float(s.max()))
mask_r peaks: 55336 of 55707
1 steps -> shift p50/max: 1.8071353712531267e-05 3.255005311947034e-05
2 steps -> shift p50/max: 7.044920053402884e-08 2.0615434557839977e-07
5 steps -> shift p50/max: 8.372846966279822e-12 5.9023267986412054e-05
20 steps -> shift p50/max: 3.7493941002645955e-11 4.1628784329705006e-05
[26]:
fig, axs = plt.subplots(2,1,sharex=True,sharey=True)
axs[0].plot(all_losses_a1.T)
axs[1].plot(all_losses_a1.mean(axis=0), label='a1')
axs[0].set(yscale='log')
axs[1].set(yscale='log')
axs[0].set(title='Loss over all grains')
axs[1].set(xlabel='Epoch', ylabel='Loss',title='Mean loss')
plt.show()
Just \(K_{\alpha_{2}}\)#
[27]:
%%time
all_origins_a2 = jnp.zeros((len(idx_a2.ubis), 3))
# Pack the data into grain-specific buffers (num_grains, M, ...)
grain_ids_a2 = jnp.arange(len(idx_a2.ubis))
compressed_a2 = v_pack(grain_ids_a2, ga_a2, centroid_with_error[mask_a2], hkli_a2, wavelengths_a2[mask_a2], kvecs[mask_a2])
mask_r = compressed_a2["mask"]
for it in range(3):
ubis, origins, losses = refine_vmap(
jnp.array(idx_a2.ubis), all_origins_a2,
compressed_a2["cen"], compressed_a2["hkl"], compressed_a2["wave"],
compressed_a2["kvec"], mask_r,
5, 1e-2, 1000.0)
e = per_peak_err_vmap(ubis, origins, compressed_a2["cen"], compressed_a2["hkl"],
compressed_a2["wave"], compressed_a2["kvec"], mask_r)
med = jnp.nanmedian(jnp.where(mask_r, e, jnp.nan), axis=1)
keep = mask_r & (e < 4.0 * med[:, None])
print(f"iter {it}: dropped {int((mask_r & ~keep).sum())} peaks, "
f"min/grain now {int(keep.sum(axis=1).min())}")
mask_r = keep
ubis_fit_a2, origins_sample_fit_a2, all_losses_a2 = ubis, origins, losses
iter 0: dropped 338 peaks, min/grain now 110
iter 1: dropped 6 peaks, min/grain now 109
iter 2: dropped 0 peaks, min/grain now 109
CPU times: user 5.87 s, sys: 64.1 ms, total: 5.93 s
Wall time: 1.92 s
Both \(K_{\alpha_{1}}\) and \(K_{\alpha_{2}}\)#
[28]:
%%time
all_origins_both = jnp.zeros((len(idx_both.ubis), 3))
centroids_both = jnp.concatenate([centroid_with_error[mask_a1], centroid_with_error[mask_a2]])
wavelengths_both = jnp.concatenate([wavelengths_a1[mask_a1], wavelengths_a2[mask_a2]])
kvecs_both = jnp.concatenate([kvecs[mask_a1], kvecs[mask_a2]])
# Pack the data into grain-specific buffers (num_grains, M, ...)
grain_ids_both = jnp.arange(len(idx_both.ubis))
compressed_both = v_pack(grain_ids_both, ga_both, centroids_both, hkli_both, wavelengths_both, kvecs_both)
mask_r = compressed_both["mask"]
for it in range(3):
ubis, origins, losses = refine_vmap(
jnp.array(idx_both.ubis), all_origins_both,
compressed_both["cen"], compressed_both["hkl"], compressed_both["wave"],
compressed_both["kvec"], mask_r,
5, 1e-2, 1000.0)
e = per_peak_err_vmap(ubis, origins, compressed_both["cen"], compressed_both["hkl"],
compressed_both["wave"], compressed_both["kvec"], mask_r)
med = jnp.nanmedian(jnp.where(mask_r, e, jnp.nan), axis=1)
keep = mask_r & (e < 4.0 * med[:, None])
print(f"iter {it}: dropped {int((mask_r & ~keep).sum())} peaks, "
f"min/grain now {int(keep.sum(axis=1).min())}")
mask_r = keep
ubis_fit_both, origins_sample_fit_both, all_losses_both = ubis, origins, losses
iter 0: dropped 690 peaks, min/grain now 220
iter 1: dropped 15 peaks, min/grain now 220
iter 2: dropped 3 peaks, min/grain now 220
CPU times: user 10.9 s, sys: 92.1 ms, total: 11 s
Wall time: 3.28 s
[29]:
fig, ax = plt.subplots()
ax.plot(all_losses_a1.mean(axis=0), label='a1')
ax.plot(all_losses_a2.mean(axis=0), label='a2')
ax.plot(all_losses_both.mean(axis=0), label='both')
ax.set(yscale='log')
ax.legend()
ax.set(xlabel='Epoch', ylabel='loss', title='Loss over all grains')
plt.show()
Match results to ground truth#
As the indexer returns UBIs in a different order, we need to match the refinement results to the ground-truth grains.
First, we make grain lists from the refined results.
Then, we map each of the grain lists (including the ground truth grains) into the fundamental zone by maximising traces.
Then we look for matches with a 6D translation-orientation feature vector \(k\)-d tree. This is highly biased towards orientations because they should more more reliable than translations.
[30]:
SYM = jnp.array(ROTATIONS[6]) # hexagonal crystal-frame ops
def cast_to_fundamental_zone(U, symmetry_ops):
best_U = U
max_trace = jnp.trace(U)
for S in symmetry_ops:
U_equiv = jnp.matmul(U, S)
current_trace = jnp.trace(U_equiv)
if current_trace > max_trace:
max_trace = current_trace
best_U = U_equiv
return best_U
def move_grains_to_fz(gl, sym_ops):
newgl = []
for g in gl:
best_U = cast_to_fundamental_zone(g.U, sym_ops)
new_UB = best_U @ g.B
new_UBI = jnp.linalg.inv(new_UB)
newg = ImageD11.grain.grain(new_UBI, translation=g.translation)
newg.ref_unitcell = ref_unitcell
newgl.append(newg)
return newgl
def match_grains(grains1, grains2, W=50, dist_tol=100):
"""Returns (distance, index into grains1, index into grains2), all same length."""
def desc(gl):
return jnp.column_stack([
jnp.array([jnp.asarray(g.translation) for g in gl]),
W * jnp.array([Rotation.from_matrix(jnp.asarray(g.U)).as_rotvec() for g in gl])])
d, m = scipy.spatial.cKDTree(desc(grains2)).query(desc(grains1), k=1,
distance_upper_bound=dist_tol)
valid = jnp.isfinite(d)
return d[valid], jnp.nonzero(valid)[0], m[valid]
@jax.jit
def gt_ubi_aligned(U_gt, U_fit, B):
"""GT UBI in the same symmetry setting as the fitted grain."""
M = U_fit.T @ U_gt
S = SYM[jnp.argmax(jnp.trace(M @ SYM, axis1=1, axis2=2))]
return jnp.linalg.inv((U_gt @ S) @ B)
@jax.jit
def loss_at_fixed_ubi(ubi, origin, cen, hkl, wave, kvec, mask):
"""Mean |dhkl| for a GIVEN ubi — no analytical UB refit."""
q = detector_to_q_vec(cen[:, 0], cen[:, 1], cen[:, 2], wave, kvec, origin)
d = (ubi @ q.T).T - hkl
e = jnp.sqrt(jnp.sum(d * d, axis=1) + 1e-24)
mf = mask.astype(e.dtype)
return jnp.sum(e * mf) / (jnp.sum(mf) + 1e-10) + 1e-10
gt_loss_vmap = jax.vmap(loss_at_fixed_ubi, in_axes=(0, 0, 0, 0, 0, 0, 0))
# ---------- refined grain lists ----------
grains_a1 = [ImageD11.grain.grain(ubis_fit_a1[g], translation=origins_sample_fit_a1[g]) for g in range(len(idx_a1.ubis))]
grains_a2 = [ImageD11.grain.grain(ubis_fit_a2[g], translation=origins_sample_fit_a2[g]) for g in range(len(idx_a2.ubis))]
grains_both = [ImageD11.grain.grain(ubis_fit_both[g], translation=origins_sample_fit_both[g]) for g in range(len(idx_both.ubis))]
oriens_a1 = jnp.stack([g.U for g in grains_a1])
oriens_a2 = jnp.stack([g.U for g in grains_a2])
oriens_both = jnp.stack([g.U for g in grains_both])
# ---------- match ----------
grains_fz = move_grains_to_fz(grains, ROTATIONS[6])
grains_a1_fz = move_grains_to_fz(grains_a1, ROTATIONS[6])
grains_a2_fz = move_grains_to_fz(grains_a2, ROTATIONS[6])
grains_both_fz = move_grains_to_fz(grains_both, ROTATIONS[6])
dist_a1, fit_a1, gt_a1 = match_grains(grains_a1_fz, grains_fz)
dist_a2, fit_a2, gt_a2 = match_grains(grains_a2_fz, grains_fz)
dist_both, fit_both, gt_both = match_grains(grains_both_fz, grains_fz)
for tag, fit, gt, n in [('a1', fit_a1, gt_a1, len(grains_a1)),
('a2', fit_a2, gt_a2, len(grains_a2)),
('both', fit_both, gt_both, len(grains_both))]:
print(f"{tag}: {len(fit)}/{n} matched, {len(gt) - len(jnp.unique(gt))} GT grains claimed twice")
# ---------- ground-truth losses ----------
def gt_losses(gt_idx, fit_idx, oriens, packed):
ubi_gt = jax.vmap(gt_ubi_aligned, in_axes=(0, 0, None))(
U_matrices[gt_idx], oriens[fit_idx], struc.B)
return gt_loss_vmap(ubi_gt, translations_sample[gt_idx],
packed["cen"][fit_idx], packed["hkl"][fit_idx],
packed["wave"][fit_idx], packed["kvec"][fit_idx],
packed["mask"][fit_idx])
gt_losses_a1 = gt_losses(gt_a1, fit_a1, oriens_a1, compressed_a1)
gt_losses_a2 = gt_losses(gt_a2, fit_a2, oriens_a2, compressed_a2)
gt_losses_both = gt_losses(gt_both, fit_both, oriens_both, compressed_both)
# ---------- metrics ----------
pos_diff_a1 = jnp.linalg.norm(translations_sample[gt_a1] - origins_sample_fit_a1[fit_a1], axis=1)
pos_diff_a2 = jnp.linalg.norm(translations_sample[gt_a2] - origins_sample_fit_a2[fit_a2], axis=1)
pos_diff_both = jnp.linalg.norm(translations_sample[gt_both] - origins_sample_fit_both[fit_both], axis=1)
misorien_a1 = jnp.array([jnp.min(Umis(U_matrices[g], oriens_a1[f], 6)[:, 1]) for g, f in zip(gt_a1, fit_a1)])
misorien_a2 = jnp.array([jnp.min(Umis(U_matrices[g], oriens_a2[f], 6)[:, 1]) for g, f in zip(gt_a2, fit_a2)])
misorien_both = jnp.array([jnp.min(Umis(U_matrices[g], oriens_both[f], 6)[:, 1]) for g, f in zip(gt_both, fit_both)])
strains_a1 = jnp.array([grains_a1[f].eps_sample_matrix(struc.lattice_parameters) for f in fit_a1])
strains_a2 = jnp.array([grains_a2[f].eps_sample_matrix(struc.lattice_parameters) for f in fit_a2])
strains_both = jnp.array([grains_both[f].eps_sample_matrix(struc.lattice_parameters) for f in fit_both])
strains_norm_a1 = jnp.sqrt((strains_a1**2).sum(axis=(1,2)))
strains_norm_a2 = jnp.sqrt((strains_a2**2).sum(axis=(1,2)))
strains_norm_both = jnp.sqrt((strains_both**2).sum(axis=(1,2)))
loss_diff_a1 = all_losses_a1[fit_a1, -1] - gt_losses_a1
loss_diff_a2 = all_losses_a2[fit_a2, -1] - gt_losses_a2
loss_diff_both = all_losses_both[fit_both, -1] - gt_losses_both
print("refined:", float(all_losses_a1[fit_a1, -1].mean()),
" ground truth:", float(gt_losses_a1.mean()))
a1: 450/450 matched, 0 GT grains claimed twice
a2: 450/450 matched, 0 GT grains claimed twice
both: 450/450 matched, 0 GT grains claimed twice
refined: 0.0009252438637416268 ground truth: 0.000986012577300305
[31]:
fig, axs = plt.subplots(3,1,sharex=True,sharey=True,constrained_layout=True)
axs[0].hist(pos_diff_a1, bins=20)
axs[1].hist(pos_diff_a2, bins=20)
axs[2].hist(pos_diff_both, bins=20)
axs[0].set_title(r'Just $K_{\alpha_1}$')
axs[1].set_title(r'Just $K_{\alpha_2}$')
axs[2].set_title(r'$K_{\alpha_1}$ and $K_{\alpha_2}$')
fig.supxlabel(r'Position error to ground truth (μm)')
fig.supylabel('Counts')
plt.show()
[32]:
fig, axs = plt.subplots(3,1,sharex=True,sharey=True,constrained_layout=True)
axs[0].hist(strains_norm_a1*1e3, bins=20)
axs[1].hist(strains_norm_a2*1e3, bins=20)
axs[2].hist(strains_norm_both*1e3, bins=20)
axs[0].set_title(r'Just $K_{\alpha_1}$')
axs[1].set_title(r'Just $K_{\alpha_2}$')
axs[2].set_title(r'$K_{\alpha_1}$ and $K_{\alpha_2}$')
fig.supxlabel(r'Strain norm (should be 0) (x1e-3)')
fig.supylabel('Counts')
plt.show()
[33]:
fig, axs = plt.subplots(3,1,sharex=True,sharey=True,constrained_layout=True)
axs[0].hist(misorien_a1, bins=20)
axs[1].hist(misorien_a2, bins=20)
axs[2].hist(misorien_both, bins=20)
axs[0].set_title(r'Just $K_{\alpha_1}$')
axs[1].set_title(r'Just $K_{\alpha_2}$')
axs[2].set_title(r'$K_{\alpha_1}$ and $K_{\alpha_2}$')
fig.supxlabel('Misorientation to ground truth (deg)')
fig.supylabel('Counts')
plt.show()
[34]:
fig, axs = plt.subplots(3,1,sharex=True,sharey=True,constrained_layout=True)
axs[0].hist(all_losses_a1[fit_a1, -1], bins=20, alpha=0.5, label='refined')
axs[0].hist(gt_losses_a1, bins=20, alpha=0.5, label='ground truth')
axs[1].hist(all_losses_a2[fit_a2, -1], bins=20, alpha=0.5)
axs[1].hist(gt_losses_a2, bins=20, alpha=0.5)
axs[2].hist(all_losses_both[fit_both, -1], bins=20,alpha=0.5)
axs[2].hist(gt_losses_both, bins=20, alpha=0.5)
axs[0].legend()
axs[0].set_title(r'Just $K_{\alpha_1}$')
axs[1].set_title(r'Just $K_{\alpha_2}$')
axs[2].set_title(r'$K_{\alpha_1}$ and $K_{\alpha_2}$')
fig.supxlabel('Final loss function')
fig.supylabel('Counts')
plt.show()
[35]:
fig, axs = plt.subplots(3,1,sharex=True,sharey=True,constrained_layout=True)
axs[0].hist(loss_diff_a1, bins=20)
axs[1].hist(loss_diff_a2, bins=20)
axs[2].hist(loss_diff_both, bins=20)
axs[0].set_title(r'Just $K_{\alpha_1}$')
axs[1].set_title(r'Just $K_{\alpha_2}$')
axs[2].set_title(r'$K_{\alpha_1}$ and $K_{\alpha_2}$')
fig.supxlabel('Difference in loss function to ground truth')
fig.supylabel('Counts')
plt.show()
Statistics for paper#
[36]:
def print_grain_metrics(
pos_diff_a1, pos_diff_a2, pos_diff_both,
misorien_a1, misorien_a2, misorien_both,
strains_norm_a1, strains_norm_a2, strains_norm_both,
loss_diff_a1, loss_diff_a2, loss_diff_both
):
# Defining metrics with their specific scaling factors
# (Label, data1, data2, databoth, scale_factor, unit_label)
metrics = [
("Loss Diff", loss_diff_a1, loss_diff_a2, loss_diff_both, 1e6, "(x1e-6)"),
("Positional Diff", pos_diff_a1, pos_diff_a2, pos_diff_both, 1.0, ""),
("Misorientation", misorien_a1, misorien_a2, misorien_both, 1e3, "(x1e-3)"),
("Strain Norm", strains_norm_a1, strains_norm_a2, strains_norm_both, 1e4, "(x1e-4)"),
]
header = f"{'Metric':<25} | {'a1 Mean':<12} | {'a2 Mean':<12} | {'Both Mean':<12} | {'Comb. Frac':<12}"
print(header)
print("-" * len(header))
for label, d1, d2, db, scale, unit in metrics:
# Apply scaling and calculate means
m1 = jnp.mean(d1).item() * scale
m2 = jnp.mean(d2).item() * scale
mb = jnp.mean(db).item() * scale
m_avg_indiv = (m1 + m2) / 2
# The fraction remains the same regardless of scaling
fraction = mb / m_avg_indiv if m_avg_indiv != 0 else 0
full_label = f"{label} {unit}".strip()
print(f"{full_label:<25} | {m1:>12.6f} | {m2:>12.6f} | {mb:>12.6f} | {fraction:>12.4f}")
print_grain_metrics(
pos_diff_a1, pos_diff_a2, pos_diff_both,
misorien_a1, misorien_a2, misorien_both,
strains_norm_a1, strains_norm_a2, strains_norm_both,
loss_diff_a1, loss_diff_a2, loss_diff_both
)
Metric | a1 Mean | a2 Mean | Both Mean | Comb. Frac
-------------------------------------------------------------------------------------
Loss Diff (x1e-6) | -60.768714 | -57.724566 | -50.915256 | 0.8594
Positional Diff | 7.728761 | 8.374227 | 5.982351 | 0.7430
Misorientation (x1e-3) | 4.278800 | 4.580475 | 3.445324 | 0.7778
Strain Norm (x1e-4) | 0.932205 | 1.015206 | 0.739370 | 0.7593
[37]:
# total peaks (a1 and a2)
mask_a1.sum(), mask_a1.sum()*2, mask_a1.sum()/n_grains, mask_a1.sum()*2/n_grains
[37]:
(Array(55707, dtype=int64),
Array(111414, dtype=int64),
Array(123.79333333, dtype=float64),
Array(247.58666667, dtype=float64))
[38]:
p = jnp.asarray(pos_diff_a1)
print(f"median {jnp.median(p):.2f} p90 {jnp.percentile(p,90):.2f} "
f"p99 {jnp.percentile(p,99):.2f} max {p.max():.2f}")
median 7.36 p90 12.43 p99 17.50 max 24.33
Plots for paper#
[39]:
fig, ax = plt.subplots(figsize=(3.54, 3.54), layout='constrained')
ax.scatter(centroid_with_error[:mask_a1.sum()][:, 1], centroid_with_error[:mask_a1.sum()][:, 0], label=r'$K_{\alpha_{1}}$ peaks', s=.5)
ax.scatter(centroid_with_error[mask_a1.sum():][:, 1], centroid_with_error[mask_a1.sum():][:, 0], label=r'$K_{\alpha_{2}}$ peaks', s=.5)
ax.set_aspect(1)
ax.set(title='Dual-wavelength')
ax.set_xticks([])
ax.set_yticks([])
ax.legend(loc='upper right')
plt.show()
plt.savefig('dual_peaks.png', dpi=600)
<Figure size 640x480 with 0 Axes>
[40]:
end = time.time()
print(f'Took {end-start:.0f} seconds')
Took 33 seconds