diff options
Diffstat (limited to 'D2Q9.py')
-rw-r--r-- | D2Q9.py | 78 |
1 files changed, 78 insertions, 0 deletions
@@ -0,0 +1,78 @@ +import pyopencl as cl +mf = cl.mem_flags + +import numpy + +import sympy +import symbolic.D2Q9 as D2Q9 + +from mako.template import Template + +class Lattice: + def idx(self, x, y): + return y * self.nX + x; + + def __init__(self, nX, nY, tau, geometry): + self.nX = nX + self.nY = nY + self.nCells = nX * nY + self.tau = tau + self.tick = True + + self.platform = cl.get_platforms()[0] + self.context = cl.Context(properties=[(cl.context_properties.PLATFORM, self.platform)]) + self.queue = cl.CommandQueue(self.context) + + self.np_material = numpy.ndarray(shape=(self.nCells, 1), dtype=numpy.int32) + self.setup_geometry(geometry) + + self.cl_pop_a = cl.Buffer(self.context, mf.READ_WRITE, size=9*self.nCells*numpy.float32(0).nbytes) + self.cl_pop_b = cl.Buffer(self.context, mf.READ_WRITE, size=9*self.nCells*numpy.float32(0).nbytes) + + self.cl_moments = cl.Buffer(self.context, mf.WRITE_ONLY, size=3*self.nCells*numpy.float32(0).nbytes) + self.cl_material = cl.Buffer(self.context, mf.READ_ONLY | mf.USE_HOST_PTR, hostbuf=self.np_material) + + self.build_kernel() + + self.program.equilibrilize(self.queue, (self.nX,self.nY), (32,1), self.cl_pop_a, self.cl_pop_b).wait() + + def setup_geometry(self, geometry): + for y in range(1,self.nY-1): + for x in range(1,self.nX-1): + self.np_material[self.idx(x,y)] = geometry(self.nX,self.nY,x,y) + + def build_kernel(self): + program_src = Template(filename = './template/kernel.mako').render( + nX = self.nX, + nY = self.nY, + nCells = self.nCells, + tau = self.tau, + moments_helper = D2Q9.moments_opt[0], + moments_assignment = D2Q9.moments_opt[1], + collide_helper = D2Q9.collide_opt[0], + collide_assignment = D2Q9.collide_opt[1], + c = D2Q9.c, + w = D2Q9.w, + ccode = sympy.ccode + ) + self.program = cl.Program(self.context, program_src).build() + + def evolve(self): + if self.tick: + self.tick = False + self.program.collide_and_stream(self.queue, (self.nX,self.nY), (32,1), self.cl_pop_a, self.cl_pop_b, self.cl_material) + else: + self.tick = True + self.program.collide_and_stream(self.queue, (self.nX,self.nY), (32,1), self.cl_pop_b, self.cl_pop_a, self.cl_material) + + def sync(self): + self.queue.finish() + + def get_moments(self): + moments = numpy.ndarray(shape=(3, self.nCells), dtype=numpy.float32) + if self.tick: + self.program.collect_moments(self.queue, (self.nX,self.nY), (32,1), self.cl_pop_b, self.cl_moments) + else: + self.program.collect_moments(self.queue, (self.nX,self.nY), (32,1), self.cl_pop_a, self.cl_moments) + cl.enqueue_copy(self.queue, moments, self.cl_moments).wait(); + return moments |