{ "cells": [ { "cell_type": "markdown", "id": "wooden-footage", "metadata": {}, "source": [ "# Implementation of PeakFinder8 on GPU\n", "\n", "The *peakfinder8* is the core algorithm for assessing the quality of a single frame in serial crystallography and was initially implemented in C++ within the [cheetah](https://www.desy.de/~barty/cheetah/Cheetah/SFX_hitfinding.html) [1]\n", "\n", "This algorithm is called *peakfinder8* because it consits of 8 subsequent steps perfromed on evry single frame:\n", "\n", "1. perfrom the azimuthal integration with uncertainety propagation\n", "2. discard pixels which differ by more than N-sigma from the mean and cycle to 1 about 3 to 5 times\n", "3. pick all pixels with I > mean + min(N*sigma, noise)\n", "4. such pixel is a peak if it is the maximum of the 3x3 or 5x5 patch and there are *connected* pixels in the patch with their intensity above the previous threshold.\n", "5. subtract background and sum the signal over the patch\n", "6. return the index of the peak, the integrated signal and the center of mass of the peak\n", "7. exclude neighboring peaks (un-implemented)\n", "8. Validate the frame if there are enough peaks found.\n", "\n", "There is a attempt to implement *peakfinder8* on GPU within the pyFAI.\n", "The steps 1+2 correspond to the sigma-clipping algorithm and enforce an azimuthal, normal distribution for the background.\n", "\n", "This tutorial demontrates how peak-finding can be called from Jupyter notebooks and what are the performances expected. Finally, the performances will be compared with the reference implementation.\n", "\n", "\n", "[1] A. Barty, R. A. Kirian, F. R. N. C. Maia, M. Hantke, C. H. Yoon, T. A. White, and H. N. Chapman, \"Cheetah: software for high-throughput reduction and analysis of serial femtosecond x-ray diffraction data\", J Appl Crystallogr, vol. 47, pp. 1118-1131 (2014)" ] }, { "cell_type": "code", "execution_count": 1, "id": "hollywood-cache", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "# use `widget` for better user experience; `inline` is for documentation generation" ] }, { "cell_type": "code", "execution_count": 2, "id": "aging-inspiration", "metadata": {}, "outputs": [], "source": [ "import os\n", "import sys\n", "import shutil\n", "import posixpath\n", "import numpy\n", "import glob\n", "from matplotlib.pylab import subplots\n", "import fabio\n", "import pyFAI, pyFAI.azimuthalIntegrator\n", "from pyFAI.gui import jupyter\n", "from pyFAI import units\n", "import pyopencl\n", "from pyFAI.opencl.peak_finder import OCL_PeakFinder\n", "from pyFAI.test.utilstest import UtilsTest\n", "from pyFAI.containers import ErrorModel\n", "import time\n", "start_time = time.perf_counter()\n", "os.environ[\"PYOPENCL_COMPILER_OUTPUT\"] = \"1\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "postal-blond", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of masked pixels: 527055\n" ] } ], "source": [ "fimg = fabio.open(UtilsTest.getimage(\"Pilatus6M.cbf\"))\n", "mask = numpy.logical_or(fimg.data>65000, fimg.data<0)\n", "print(f\"Number of masked pixels: {mask.sum()}\")" ] }, { "cell_type": "code", "execution_count": 4, "id": "facial-constitutional", "metadata": {}, "outputs": [], "source": [ "det = pyFAI.detector_factory(\"Pilatus6M\")\n", "det.mask = mask" ] }, { "cell_type": "code", "execution_count": 5, "id": "informal-secondary", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "dimg = fimg.data.copy()\n", "dimg[mask] = 0\n", "\n", "fig,ax = subplots(1, 2, figsize=(10,5))\n", "jupyter.display(dimg, ax=ax[0])\n", "jupyter.display(dimg, ax=ax[1])\n", "ax[1].set_xlim(1500, 1800)\n", "ax[1].set_ylim(850, 1020)\n", "pass" ] }, { "cell_type": "code", "execution_count": 6, "id": "disturbed-civilian", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Detector Pilatus 6M\t PixelSize= 1.720e-04, 1.720e-04 m\n", "Wavelength= 1.033200e-10 m\n", "SampleDetDist= 3.000000e-01 m\tPONI= 2.254060e-01, 2.285880e-01 m\trot1=0.000000 rot2=0.000000 rot3=0.000000 rad\n", "DirectBeamDist= 300.000 mm\tCenter: x=1329.000, y=1310.500 pix\tTilt= 0.000° tiltPlanRotation= 0.000° 𝛌= 1.033Å\n" ] } ], "source": [ "ponifile = UtilsTest.getimage(\"Pilatus6M.poni\")\n", "ai = pyFAI.load(ponifile)\n", "ai.detector = det\n", "print(ai)" ] }, { "cell_type": "code", "execution_count": 7, "id": "technological-proportion", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "kwargs = {\"data\": fimg.data,\n", " \"npt\":1000, \n", " \"method\": (\"no\", \"csr\", \"opencl\"), \n", " \"polarization_factor\": 0.99, \n", " \"unit\":\"r_mm\", }\n", "ax = jupyter.plot1d(ai.integrate1d(**kwargs))\n", "ax.errorbar(*ai.sigma_clip_ng(error_model=\"azimuthal\", **kwargs), label=\"sigma-clip\")\n", "_=ax.legend()" ] }, { "cell_type": "code", "execution_count": 8, "id": "addressed-reverse", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using NVIDIA RTX A5000\n" ] } ], "source": [ "ctx = pyopencl.create_some_context(interactive=False)\n", "print(f\"Using {ctx.devices[0].name}\")" ] }, { "cell_type": "code", "execution_count": 9, "id": "impaired-romantic", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of high intensity pixels at stage #3:\t19464\n", "Number of peaks identified at stage #6:\t\t340\n" ] } ], "source": [ "unit = units.to_unit(\"r_mm\")\n", "image_size = det.shape[0] * det.shape[1]\n", "integrator = ai.setup_sparse_integrator(ai.detector.shape, 1000, mask=mask, unit=unit, split=\"no\", algo=\"CSR\", scale=False)\n", "polarization = ai._cached_array[\"last_polarization\"]\n", "pf = OCL_PeakFinder(integrator.lut, \n", " image_size=image_size,\n", " bin_centers=integrator.bin_centers,\n", " radius=ai._cached_array[unit.name.split(\"_\")[0] + \"_center\"],\n", " mask=mask,\n", " ctx=ctx,\n", "# block_size=512,\n", " unit=unit) \n", "kwargs = {\"data\":fimg.data, \n", " \"error_model\": ErrorModel.parse(\"azimuthal\"), \n", " \"polarization\":polarization.array,\n", " \"polarization_checksum\": polarization.checksum}\n", "print(f\"Number of high intensity pixels at stage #3:\\t{pf.count_intense(**kwargs ,cycle=5, cutoff_pick=3.0)}\\n\\\n", "Number of peaks identified at stage #6:\\t\\t{pf._count_peak(**kwargs, cycle=5, cutoff_peak=3.0)}\")" ] }, { "cell_type": "code", "execution_count": 10, "id": "f0b0574c-035a-4381-b4c9-6ee8bf7b7374", "metadata": {}, "outputs": [], "source": [ "from silx.opencl.processing import ProfileDescription, EventDescription\n", "\n", "def average_opencl_runtime(events):\n", " stats = {}\n", " total_time = 0.0\n", " for e in events:\n", " if isinstance(e, ProfileDescription):\n", " name = e[0]\n", " t0 = e[1]\n", " t1 = e[2]\n", " elif isinstance(e, EventDescription) or \"__len__\" in dir(e) and len(e) == 2:\n", " name = e[0]\n", " pr = e[1].profile\n", " t0 = pr.start\n", " t1 = pr.end\n", " else:\n", " name = \"?\"\n", " t0 = e.profile.start\n", " t1 = e.profile.end\n", "\n", " et = 1e-6 * (t1 - t0)\n", " total_time += et\n", " if name in stats:\n", " stats[name].append(et)\n", " else:\n", " stats[name] = [et]\n", " return total_time/max(len(stats[i]) for i in stats)" ] }, { "cell_type": "code", "execution_count": 11, "id": "linear-borough", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "5.75 ms ± 69.7 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", "\n", "OpenCL kernel profiling statistics in milliseconds for: OCL_PeakFinder\n", " Kernel name (count): min median max mean std\n", " copy raw H->D image ( 811): 2.257 2.320 3.268 2.370 0.127\n", " convert s32_to_float ( 811): 0.076 0.081 0.097 0.082 0.002\n", " memset_ng ( 811): 0.002 0.005 0.019 0.005 0.001\n", " corrections ( 811): 0.225 0.227 0.243 0.228 0.002\n", " csr_sigma_clip4 ( 811): 2.231 2.245 2.349 2.246 0.014\n", " memset counter ( 811): 0.002 0.003 0.004 0.003 0.000\n", " find_intense ( 811): 0.314 0.316 0.321 0.316 0.001\n", " copy D->H counter ( 811): 0.001 0.001 0.002 0.001 0.000\n", "________________________________________________________________________________\n", " Total OpenCL execution time : 4258.810ms\n", "Overhead due to Python: 8.6%\n" ] } ], "source": [ "# Performance measurement of the pixel recording (stage 1->3)\n", "pf.reset_log()\n", "pf.set_profiling(True)\n", "timeit_count_intense = %timeit -o pf.count(**kwargs, cycle=3, cutoff_pick=3, noise=1)\n", "print(\"\\n\".join(pf.log_profile(True)))\n", "print(f\"Overhead due to Python: {(0.001*average_opencl_runtime(pf.events)/timeit_count_intense.average-1.0)*-100:.1f}%\")\n", "pf.set_profiling(False)" ] }, { "cell_type": "markdown", "id": "fundamental-submission", "metadata": {}, "source": [ "The overhead from calling OpenCL from Python is as low as 8%" ] }, { "cell_type": "code", "execution_count": 12, "id": "dominant-quantum", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "5.87 ms ± 41 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", "\n", "OpenCL kernel profiling statistics in milliseconds for: OCL_PeakFinder\n", " Kernel name (count): min median max mean std\n", " copy raw H->D image ( 811): 2.262 2.328 2.718 2.350 0.072\n", " convert s32_to_float ( 811): 0.075 0.077 0.096 0.078 0.002\n", " memset_ng ( 811): 0.004 0.005 0.019 0.005 0.001\n", " corrections ( 811): 0.225 0.227 0.252 0.228 0.001\n", " csr_sigma_clip4 ( 811): 2.224 2.244 2.257 2.243 0.006\n", " memset counter ( 811): 0.002 0.003 0.004 0.003 0.000\n", " peakfinder ( 811): 0.336 0.339 0.348 0.339 0.001\n", " copy D->H counter ( 811): 0.001 0.001 0.002 0.001 0.000\n", " copy D->H peak positions ( 811): 0.001 0.001 0.002 0.001 0.000\n", " copy D->H peak descriptor ( 811): 0.001 0.001 0.002 0.001 0.000\n", "________________________________________________________________________________\n", " Total OpenCL execution time : 4256.796ms\n", "Overhead due to Python: 10.6%\n" ] } ], "source": [ "# Performance measurement of the pixel recording (stage 1->6)\n", "pf.reset_log()\n", "pf.set_profiling(True)\n", "timeit_gpu = %timeit -o pf.peakfinder8(**kwargs, cycle=3, cutoff_peak=3, noise=1, connected=3, patch_size=3)\n", "print(\"\\n\".join(pf.log_profile(True)))\n", "print(f\"Overhead due to Python: {(0.001*average_opencl_runtime(pf.events)/timeit_gpu.average-1.0)*-100:.1f}%\")\n", "pf.set_profiling(False)" ] }, { "cell_type": "markdown", "id": "confused-glucose", "metadata": {}, "source": [ "The overhead from calling OpenCL from Python is as low as 10% (lower performances due to memory allocation)" ] }, { "cell_type": "code", "execution_count": 13, "id": "green-advancement", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "128 [('index', '" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "width = fimg.shape[-1]\n", "y = res8[\"index\"] // width\n", "x = res8[\"index\"] % width\n", "fig, ax = subplots(1, 2, figsize=(10,5))\n", "jupyter.display(dimg, ax=ax[0])\n", "jupyter.display(dimg, ax=ax[1])\n", "ax[0].plot(x, y, \".\", label=\"maxi\")\n", "ax[1].plot(x, y, \".\")\n", "ax[0].plot(res8[\"pos1\"], res8[\"pos0\"], \".g\", label=\"peak\")\n", "ax[1].plot(res8[\"pos1\"], res8[\"pos0\"], \".g\")\n", "ax[1].set_xlim(1500, 1800)\n", "ax[1].set_ylim(850, 1020)\n", "_=ax[0].legend()" ] }, { "cell_type": "code", "execution_count": 15, "id": "cooked-flower", "metadata": {}, "outputs": [ { "data": { "image/png": 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jc7J7gIeBvxv74YfR/5zmEeBbwMLY8/wWsL/dxv/yF4D722P+hCVvXK0y86sZ/bPxm8C97XbVDOT+JeCelvt+4Pfb/Ivbjr2fUaE+q82f1Zb3t/UvHnuu97VsDzF2hcMk9yeOL/6pztzy3dduDxx93hnYRy4GFts+8teMCnCqM7fnPZvRv+yeNza3brn9ygZJ6sy0n+OXJA3M4pekzlj8ktQZi1+SOmPxS1JnLH5J6ozFL0md+T8AIfFiC7bwawAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax = subplots()\n", "res=ax.hist(res8[\"intensity\"], 100, )" ] }, { "cell_type": "markdown", "id": "solar-paraguay", "metadata": {}, "source": [ "## Comparison with the original \"peakfinder8\" \n", "\n", "This algorithm has a python wrapper available from \n", "https://github.com/tjlane/peakfinder8\n", "\n", "The next cells installs a local version of the Cython-binded peakfinder8 from github. \n", "\n", "Nota: This is a quick & dirty solution." ] }, { "cell_type": "code", "execution_count": 16, "id": "excellent-prison", "metadata": {}, "outputs": [], "source": [ "targeturl = \"https://github.com/kif/peakfinder8\"\n", "targetdir = posixpath.split(targeturl)[-1]\n", "if os.path.exists(targetdir):\n", " shutil.rmtree(targetdir, ignore_errors=True)\n", "pwd = os.getcwd()\n", "try:\n", " os.system(\"git clone \" + targeturl)\n", " os.chdir(targetdir)\n", " os.system(sys.executable + \" setup.py build\") \n", "finally:\n", " os.chdir(pwd)\n", "sys.path.append(pwd+\"/\"+glob.glob(f\"{targetdir}/build/lib*\")[0])\n", "from ssc.peakfinder8_extension import peakfinder_8" ] }, { "cell_type": "code", "execution_count": 17, "id": "false-space", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 25.3 ms, sys: 8.19 ms, total: 33.5 ms\n", "Wall time: 32.3 ms\n" ] } ], "source": [ "%%time \n", "#Create some compatibility layer:\n", "img = fimg.data.astype(\"float32\")\n", "r = ai._cached_array['r_center'].astype(\"float32\")\n", "# r = numpy.ones_like(img)\n", "imask = (1-mask).astype(\"int8\")\n", "max_num_peaks = 1000\n", "asic_nx = img.shape[-1]\n", "asic_ny = img.shape[0]\n", "nasics_x = 1\n", "nasics_y = 1\n", "adc_threshold = 2.0\n", "minimum_snr = 3.0\n", "min_pixel_count = 9\n", "max_pixel_count = 999\n", "local_bg_radius = 3 \n", "accumulated_shots = 1\n", "min_res = 0\n", "max_res = 3000\n" ] }, { "cell_type": "code", "execution_count": 18, "id": "broadband-turkish", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 129 ms, sys: 11.5 ms, total: 140 ms\n", "Wall time: 139 ms\n" ] } ], "source": [ "%%time \n", "ref = peakfinder_8(max_num_peaks,\n", " img, imask, r, \n", " asic_nx, asic_ny, nasics_x, nasics_y, \n", " adc_threshold, minimum_snr,\n", " min_pixel_count, max_pixel_count, local_bg_radius)" ] }, { "cell_type": "code", "execution_count": 19, "id": "parallel-slave", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "129 ms ± 2.9 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" ] } ], "source": [ "timeit_cpu = %timeit -o peakfinder_8(max_num_peaks, img, imask, r, asic_nx, asic_ny, nasics_x, nasics_y, adc_threshold, minimum_snr,min_pixel_count, max_pixel_count, local_bg_radius)" ] }, { "cell_type": "code", "execution_count": 20, "id": "lucky-kingston", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of peak found: 995 995 995\n", "Speed up of GPU vs CPU: 21.512756328987003\n" ] } ], "source": [ "print(\"Number of peak found: \", len(ref[0]), len(ref[1]), len(ref[2]))\n", "print(\"Speed up of GPU vs CPU: \", timeit_cpu.best/timeit_gpu.best)" ] }, { "cell_type": "code", "execution_count": 21, "id": "packed-wallpaper", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#Display the peaks\n", "fig, ax = subplots(1, 2, figsize=(10,5))\n", "jupyter.display(dimg, ax=ax[0])\n", "jupyter.display(dimg, ax=ax[1])\n", "ax[0].plot(ref[0], ref[1], \".g\")\n", "ax[1].plot(ref[0], ref[1], \".g\")\n", "ax[1].set_xlim(1500, 1800)\n", "ax[1].set_ylim(850, 1020)\n", "pass" ] }, { "cell_type": "markdown", "id": "periodic-opera", "metadata": {}, "source": [ "## Conclusion\n", "\n", "The re-implementation of *peakfinder8* in pyFAI takes advantage of the many parallel threads available on GPU which makes it 20 times faster than the original implementation in C++. Despite this algorithm has been re-designed for GPU, it can also run on CPU but it would not be optimized there thus it is likely to be slower.\n", "\n", "The results obtained with the Python/OpenCL implementation looks better, this is probably due to a slightly different threshold $I > mean + max(N*sigma, noise)$ instead of $I > max(noise, mean + N*sigma)$." ] }, { "cell_type": "code", "execution_count": 22, "id": "handmade-morning", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total execution time: 35.163s\n" ] } ], "source": [ "print(f\"Total execution time: {time.perf_counter()-start_time:.3f}s\")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.5" } }, "nbformat": 4, "nbformat_minor": 5 }