From 74392de73ae6c799486f34eccf5c2c37ff9187ea Mon Sep 17 00:00:00 2001 From: Adrian Kummerlaender Date: Sat, 11 Jan 2020 00:18:20 +0100 Subject: Add support for SSS propagation in OpenCL example --- lid_driven_cavity/opencl/SSS.py | 85 ++++++++++++++++++++++++++++++++++++++ lid_driven_cavity/opencl/ldc_2d.py | 13 ++++-- 2 files changed, 95 insertions(+), 3 deletions(-) create mode 100644 lid_driven_cavity/opencl/SSS.py (limited to 'lid_driven_cavity/opencl') diff --git a/lid_driven_cavity/opencl/SSS.py b/lid_driven_cavity/opencl/SSS.py new file mode 100644 index 0000000..86b42a9 --- /dev/null +++ b/lid_driven_cavity/opencl/SSS.py @@ -0,0 +1,85 @@ +import pyopencl as cl +mf = cl.mem_flags + +import numpy + +class Memory: + def __init__(self, descriptor, geometry, context, float_type): + self.context = context + self.float_type = float_type + + self.size_x = geometry.size_x + self.size_y = geometry.size_y + self.size_z = geometry.size_z + self.volume = self.size_x * self.size_y * self.size_z + + padding = (max(geometry.size_x,geometry.size_y,geometry.size_z)+1)**(descriptor.d-1) + self.pop_size = (geometry.volume+2*padding) * descriptor.q * self.float_type(0).nbytes + + self.moments_size = 3 * self.volume * self.float_type(0).nbytes + + self.cl_pop = cl.Buffer(self.context, mf.READ_WRITE, size=self.pop_size) + self.cl_control = cl.Buffer(self.context, mf.READ_WRITE, size=descriptor.q * 8) + + self.cl_moments = cl.Buffer(self.context, mf.WRITE_ONLY, size=self.moments_size) + + def gid(self, x, y, z = 0): + return z * (self.size_x*self.size_y) + y * self.size_x + x; + +class Lattice: + def __init__(self, geometry, kernel_src, descriptor, context, queue, precision = 'single'): + self.geometry = geometry + self.descriptor = descriptor + + self.float_type = { + 'single': (numpy.float32, 'float'), + 'double': (numpy.float64, 'double'), + }.get(precision, None) + + self.layout = None + + self.context = context + self.queue = queue + + self.memory = Memory(descriptor, self.geometry, self.context, self.float_type[0]) + + self.compiler_args = { + 'single': '-cl-single-precision-constant -cl-fast-relaxed-math', + 'double': '-cl-fast-relaxed-math' + }.get(precision, None) + + self.build_kernel(kernel_src) + + self.program.init_sss_control_structure( + self.queue, (1,1,1), None, self.memory.cl_pop, self.memory.cl_control).wait() + + self.program.equilibrilize_domain( + self.queue, self.geometry.size(), self.layout, self.memory.cl_control).wait() + + self.tasks = [] + + def build_kernel(self, src): + self.program = cl.Program(self.context, src).build(self.compiler_args) + + def schedule(self, f, cells, *params): + self.tasks += [ (eval("self.program.%s" % f), cells, params) ] + + def evolve(self): + for f, cells, params in self.tasks: + f(self.queue, cells.size(), self.layout, self.memory.cl_control, cells.get(), *params) + + self.program.update_sss_control_structure( + self.queue, (1,1,1), None, self.memory.cl_control) + + def sync(self): + self.queue.finish() + + def get_moments(self): + moments = numpy.ndarray(shape=(self.memory.volume*(self.descriptor.d+1),1), dtype=self.float_type[0]) + + self.program.collect_moments_domain( + self.queue, self.geometry.inner_size(), self.layout, self.memory.cl_control, self.memory.cl_moments) + + cl.enqueue_copy(self.queue, moments, self.memory.cl_moments).wait(); + + return moments diff --git a/lid_driven_cavity/opencl/ldc_2d.py b/lid_driven_cavity/opencl/ldc_2d.py index 1ea80aa..8f9a0c3 100644 --- a/lid_driven_cavity/opencl/ldc_2d.py +++ b/lid_driven_cavity/opencl/ldc_2d.py @@ -20,10 +20,14 @@ functions = ['collide_and_stream', 'equilibrilize', 'collect_moments', 'momenta_ extras = ['cell_list_dispatch'] precision = 'single' -streaming = 'AA' +streaming = 'SSS' + +if streaming == 'SSS': + functions = functions + ['update_sss_control_structure'] -import AA import AB +import AA +import SSS Lattice = eval('%s.Lattice' % streaming) @@ -60,7 +64,10 @@ wall_cells = CellList(lattice.context, lattice.queue, lattice.float_type, lid_cells = CellList(lattice.context, lattice.queue, lattice.float_type, [ gid(x,y) for x, y in geometry.inner_cells() if y == geometry.size_y-2 ]) -if streaming == 'AB': +if streaming == 'SSS': + lattice.schedule('equilibrilize', ghost_cells) + +if streaming in ['AB', 'SSS']: lattice.schedule('collide_and_stream', bulk_cells) lattice.schedule('velocity_momenta_boundary', wall_cells, numpy.array([0.0, 0.0], dtype=lattice.float_type[0])) lattice.schedule('velocity_momenta_boundary', lid_cells, numpy.array([0.1, 0.0], dtype=lattice.float_type[0])) -- cgit v1.2.3