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Fixed KP07
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@ -26,7 +26,11 @@ along with this program. If not, see <http://www.gnu.org/licenses/>.
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#Import packages we need
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import numpy as np
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import pyopencl as cl #OpenCL in Python
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import pycuda.compiler as cuda_compiler
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import pycuda.gpuarray
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import pycuda.driver as cuda
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from SWESimulators import Common
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@ -63,26 +67,25 @@ class KP07:
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wind_v0: Translation speed along y for moving cyclone (-0.5*u0)
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"""
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def __init__(self, \
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cl_ctx, \
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context, \
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h0, hu0, hv0, \
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nx, ny, \
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dx, dy, dt, \
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g, f=0.0, r=0.0, \
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theta=1.3, use_rk2=True,
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wind_stress=Common.WindStressParams(), \
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g, theta=1.3, \
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r=0.0, use_rk2=True,
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block_width=16, block_height=16):
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self.cl_ctx = cl_ctx
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#Create an OpenCL command queue
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self.cl_queue = cl.CommandQueue(self.cl_ctx)
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#Create a CUDA stream
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self.stream = cuda.Stream()
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#Get kernels
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self.kp07_kernel = Common.get_kernel(self.cl_ctx, "KP07_kernel.opencl", block_width, block_height)
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self.kp07_module = context.get_kernel("KP07_kernel.cu", block_width, block_height)
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self.kp07_kernel = self.kp07_module.get_function("KP07Kernel")
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self.kp07_kernel.prepare("iiffffffiPiPiPiPiPiPi")
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#Create data by uploading to device
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ghost_cells_x = 2
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ghost_cells_y = 2
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self.cl_data = Common.SWEDataArkawaA(self.cl_ctx, nx, ny, ghost_cells_x, ghost_cells_y, h0, hu0, hv0)
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self.data = Common.SWEDataArakawaA(self.stream, nx, ny, ghost_cells_x, ghost_cells_y, h0, hu0, hv0)
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#Save input parameters
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#Notice that we need to specify them in the correct dataformat for the
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@ -93,26 +96,24 @@ class KP07:
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self.dy = np.float32(dy)
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self.dt = np.float32(dt)
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self.g = np.float32(g)
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self.f = np.float32(f)
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self.r = np.float32(r)
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self.theta = np.float32(theta)
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self.use_rk2 = use_rk2
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self.wind_stress = wind_stress
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#Initialize time
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self.t = np.float32(0.0)
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#Compute kernel launch parameters
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self.local_size = (block_width, block_height)
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self.local_size = (block_width, block_height, 1)
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self.global_size = ( \
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int(np.ceil(self.nx / float(self.local_size[0])) * self.local_size[0]), \
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int(np.ceil(self.ny / float(self.local_size[1])) * self.local_size[1]) \
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int(np.ceil(self.nx / float(self.local_size[0]))), \
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int(np.ceil(self.ny / float(self.local_size[1]))) \
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)
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def __str__(self):
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return "Kurganov-Petrova"
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return "Kurganov-Petrova 2007"
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"""
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Function which steps n timesteps
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@ -127,64 +128,47 @@ class KP07:
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break
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if (self.use_rk2):
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self.kp07_kernel.swe_2D(self.cl_queue, self.global_size, self.local_size, \
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self.kp07_kernel.prepared_async_call(self.global_size, self.local_size, self.stream, \
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self.nx, self.ny, \
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self.dx, self.dy, local_dt, \
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self.g, \
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self.theta, \
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self.f, \
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self.r, \
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np.int32(0), \
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self.cl_data.h0.data, self.cl_data.h0.pitch, \
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self.cl_data.hu0.data, self.cl_data.hu0.pitch, \
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self.cl_data.hv0.data, self.cl_data.hv0.pitch, \
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self.cl_data.h1.data, self.cl_data.h1.pitch, \
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self.cl_data.hu1.data, self.cl_data.hu1.pitch, \
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self.cl_data.hv1.data, self.cl_data.hv1.pitch, \
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self.wind_stress.type, \
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self.wind_stress.tau0, self.wind_stress.rho, self.wind_stress.alpha, self.wind_stress.xm, self.wind_stress.Rc, \
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self.wind_stress.x0, self.wind_stress.y0, \
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self.wind_stress.u0, self.wind_stress.v0, \
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self.t)
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self.kp07_kernel.swe_2D(self.cl_queue, self.global_size, self.local_size, \
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self.data.h0.data.gpudata, self.data.h0.pitch, \
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self.data.hu0.data.gpudata, self.data.hu0.pitch, \
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self.data.hv0.data.gpudata, self.data.hv0.pitch, \
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self.data.h1.data.gpudata, self.data.h1.pitch, \
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self.data.hu1.data.gpudata, self.data.hu1.pitch, \
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self.data.hv1.data.gpudata, self.data.hv1.pitch)
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self.kp07_kernel.prepared_async_call(self.global_size, self.local_size, self.stream, \
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self.nx, self.ny, \
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self.dx, self.dy, local_dt, \
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self.g, \
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self.theta, \
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self.f, \
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self.r, \
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np.int32(1), \
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self.cl_data.h1.data, self.cl_data.h1.pitch, \
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self.cl_data.hu1.data, self.cl_data.hu1.pitch, \
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self.cl_data.hv1.data, self.cl_data.hv1.pitch, \
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self.cl_data.h0.data, self.cl_data.h0.pitch, \
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self.cl_data.hu0.data, self.cl_data.hu0.pitch, \
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self.cl_data.hv0.data, self.cl_data.hv0.pitch, \
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self.wind_stress.type, \
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self.wind_stress.tau0, self.wind_stress.rho, self.wind_stress.alpha, self.wind_stress.xm, self.wind_stress.Rc, \
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self.wind_stress.x0, self.wind_stress.y0, \
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self.wind_stress.u0, self.wind_stress.v0, \
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self.t)
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self.data.h1.data.gpudata, self.data.h1.pitch, \
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self.data.hu1.data.gpudata, self.data.hu1.pitch, \
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self.data.hv1.data.gpudata, self.data.hv1.pitch, \
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self.data.h0.data.gpudata, self.data.h0.pitch, \
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self.data.hu0.data.gpudata, self.data.hu0.pitch, \
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self.data.hv0.data.gpudata, self.data.hv0.pitch)
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else:
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self.kp07_kernel.swe_2D(self.cl_queue, self.global_size, self.local_size, \
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self.kp07_kernel.prepared_async_call(self.global_size, self.local_size, self.stream, \
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self.nx, self.ny, \
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self.dx, self.dy, local_dt, \
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self.g, \
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self.theta, \
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self.f, \
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self.r, \
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np.int32(0), \
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self.cl_data.h0.data, self.cl_data.h0.pitch, \
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self.cl_data.hu0.data, self.cl_data.hu0.pitch, \
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self.cl_data.hv0.data, self.cl_data.hv0.pitch, \
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self.cl_data.h1.data, self.cl_data.h1.pitch, \
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self.cl_data.hu1.data, self.cl_data.hu1.pitch, \
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self.cl_data.hv1.data, self.cl_data.hv1.pitch, \
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self.wind_stress.type, \
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self.wind_stress.tau0, self.wind_stress.rho, self.wind_stress.alpha, self.wind_stress.xm, self.wind_stress.Rc, \
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self.wind_stress.x0, self.wind_stress.y0, \
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self.wind_stress.u0, self.wind_stress.v0, \
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self.t)
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self.data.h0.data.gpudata, self.data.h0.pitch, \
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self.data.hu0.data.gpudata, self.data.hu0.pitch, \
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self.data.hv0.data.gpudata, self.data.hv0.pitch, \
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self.data.h1.data.gpudata, self.data.h1.pitch, \
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self.data.hu1.data.gpudata, self.data.hu1.pitch, \
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self.data.hv1.data.gpudata, self.data.hv1.pitch)
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self.cl_data.swap()
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self.t += local_dt
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@ -196,5 +180,5 @@ class KP07:
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def download(self):
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return self.cl_data.download(self.cl_queue)
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return self.data.download(self.stream)
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@ -24,13 +24,13 @@ along with this program. If not, see <http://www.gnu.org/licenses/>.
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#include "common.opencl"
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#include "common.cu"
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void computeFluxF(__local float Q[3][block_height+4][block_width+4],
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__local float Qx[3][block_height+2][block_width+2],
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__local float F[3][block_height+1][block_width+1],
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__device__
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void computeFluxF(float Q[3][block_height+4][block_width+4],
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float Qx[3][block_height+2][block_width+2],
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float F[3][block_height+1][block_width+1],
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const float g_) {
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//Index of thread within block
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const int tx = get_local_id(0);
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@ -41,12 +41,12 @@ void computeFluxF(__local float Q[3][block_height+4][block_width+4],
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for (int i=tx; i<block_width+1; i+=get_local_size(0)) {
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const int k = i + 1;
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// Q at interface from the right and left
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const float3 Qp = (float3)(Q[0][l][k+1] - 0.5f*Qx[0][j][i+1],
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Q[1][l][k+1] - 0.5f*Qx[1][j][i+1],
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Q[2][l][k+1] - 0.5f*Qx[2][j][i+1]);
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const float3 Qm = (float3)(Q[0][l][k ] + 0.5f*Qx[0][j][i ],
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Q[1][l][k ] + 0.5f*Qx[1][j][i ],
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Q[2][l][k ] + 0.5f*Qx[2][j][i ]);
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const float3 Qp = make_float3(Q[0][l][k+1] - 0.5f*Qx[0][j][i+1],
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Q[1][l][k+1] - 0.5f*Qx[1][j][i+1],
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Q[2][l][k+1] - 0.5f*Qx[2][j][i+1]);
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const float3 Qm = make_float3(Q[0][l][k ] + 0.5f*Qx[0][j][i ],
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Q[1][l][k ] + 0.5f*Qx[1][j][i ],
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Q[2][l][k ] + 0.5f*Qx[2][j][i ]);
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// Computed flux
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const float3 flux = CentralUpwindFlux(Qm, Qp, g_);
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@ -57,9 +57,10 @@ void computeFluxF(__local float Q[3][block_height+4][block_width+4],
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}
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}
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void computeFluxG(__local float Q[3][block_height+4][block_width+4],
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__local float Qy[3][block_height+2][block_width+2],
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__local float G[3][block_height+1][block_width+1],
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__device__
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void computeFluxG(float Q[3][block_height+4][block_width+4],
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float Qy[3][block_height+2][block_width+2],
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float G[3][block_height+1][block_width+1],
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const float g_) {
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//Index of thread within block
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const int tx = get_local_id(0);
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@ -71,12 +72,12 @@ void computeFluxG(__local float Q[3][block_height+4][block_width+4],
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const int k = i + 2; //Skip ghost cells
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// Q at interface from the right and left
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// Note that we swap hu and hv
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const float3 Qp = (float3)(Q[0][l+1][k] - 0.5f*Qy[0][j+1][i],
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Q[2][l+1][k] - 0.5f*Qy[2][j+1][i],
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Q[1][l+1][k] - 0.5f*Qy[1][j+1][i]);
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const float3 Qm = (float3)(Q[0][l ][k] + 0.5f*Qy[0][j ][i],
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Q[2][l ][k] + 0.5f*Qy[2][j ][i],
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Q[1][l ][k] + 0.5f*Qy[1][j ][i]);
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const float3 Qp = make_float3(Q[0][l+1][k] - 0.5f*Qy[0][j+1][i],
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Q[2][l+1][k] - 0.5f*Qy[2][j+1][i],
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Q[1][l+1][k] - 0.5f*Qy[1][j+1][i]);
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const float3 Qm = make_float3(Q[0][l ][k] + 0.5f*Qy[0][j ][i],
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Q[2][l ][k] + 0.5f*Qy[2][j ][i],
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Q[1][l ][k] + 0.5f*Qy[1][j ][i]);
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// Computed flux
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// Note that we swap back
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@ -94,56 +95,44 @@ void computeFluxG(__local float Q[3][block_height+4][block_width+4],
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/**
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* This unsplit kernel computes the 2D numerical scheme with a TVD RK2 time integration scheme
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*/
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__kernel void swe_2D(
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__global__ void KP07Kernel(
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int nx_, int ny_,
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float dx_, float dy_, float dt_,
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float g_,
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float theta_,
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float f_, //< Coriolis coefficient
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float r_, //< Bottom friction coefficient
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int step_,
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//Input h^n
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__global float* h0_ptr_, int h0_pitch_,
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__global float* hu0_ptr_, int hu0_pitch_,
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__global float* hv0_ptr_, int hv0_pitch_,
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float* h0_ptr_, int h0_pitch_,
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float* hu0_ptr_, int hu0_pitch_,
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float* hv0_ptr_, int hv0_pitch_,
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//Output h^{n+1}
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__global float* h1_ptr_, int h1_pitch_,
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__global float* hu1_ptr_, int hu1_pitch_,
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__global float* hv1_ptr_, int hv1_pitch_,
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//Wind stress parameters
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int wind_stress_type_,
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float tau0_, float rho_, float alpha_, float xm_, float Rc_,
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float x0_, float y0_,
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float u0_, float v0_,
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float t_) {
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float* h1_ptr_, int h1_pitch_,
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float* hu1_ptr_, int hu1_pitch_,
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float* hv1_ptr_, int hv1_pitch_) {
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//Index of thread within block
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const int tx = get_local_id(0);
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const int ty = get_local_id(1);
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//Index of block within domain
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const int bx = get_local_size(0) * get_group_id(0);
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const int by = get_local_size(1) * get_group_id(1);
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//Index of cell within domain
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const int ti = get_global_id(0) + 2; //Skip global ghost cells, i.e., +2
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const int tj = get_global_id(1) + 2;
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//Shared memory variables
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__local float Q[3][block_height+4][block_width+4];
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__shared__ float Q[3][block_height+4][block_width+4];
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//The following slightly wastes memory, but enables us to reuse the
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//funcitons in common.opencl
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__local float Qx[3][block_height+2][block_width+2];
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__local float Qy[3][block_height+2][block_width+2];
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__local float F[3][block_height+1][block_width+1];
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__local float G[3][block_height+1][block_width+1];
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__shared__ float Qx[3][block_height+2][block_width+2];
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__shared__ float Qy[3][block_height+2][block_width+2];
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__shared__ float F[3][block_height+1][block_width+1];
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__shared__ float G[3][block_height+1][block_width+1];
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@ -152,24 +141,24 @@ __kernel void swe_2D(
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hu0_ptr_, hu0_pitch_,
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hv0_ptr_, hv0_pitch_,
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Q, nx_, ny_);
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barrier(CLK_LOCAL_MEM_FENCE);
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__syncthreads();
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//Fix boundary conditions
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noFlowBoundary2(Q, nx_, ny_);
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barrier(CLK_LOCAL_MEM_FENCE);
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__syncthreads();
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//Reconstruct slopes along x and axis
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minmodSlopeX(Q, Qx, theta_);
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minmodSlopeY(Q, Qy, theta_);
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barrier(CLK_LOCAL_MEM_FENCE);
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__syncthreads();
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//Compute fluxes along the x and y axis
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computeFluxF(Q, Qx, F, g_);
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computeFluxG(Q, Qy, G, g_);
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barrier(CLK_LOCAL_MEM_FENCE);
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__syncthreads();
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//Sum fluxes and advance in time for all internal cells
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@ -177,33 +166,16 @@ __kernel void swe_2D(
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const int i = tx + 2; //Skip local ghost cells, i.e., +2
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const int j = ty + 2;
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const float X = windStressX(
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wind_stress_type_,
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dx_, dy_, dt_,
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tau0_, rho_, alpha_, xm_, Rc_,
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x0_, y0_,
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u0_, v0_,
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t_);
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const float Y = windStressY(
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wind_stress_type_,
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dx_, dy_, dt_,
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tau0_, rho_, alpha_, xm_, Rc_,
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x0_, y0_,
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u0_, v0_,
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t_);
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const float h1 = Q[0][j][i] + (F[0][ty][tx] - F[0][ty ][tx+1]) * dt_ / dx_
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+ (G[0][ty][tx] - G[0][ty+1][tx ]) * dt_ / dy_;
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const float hu1 = Q[1][j][i] + (F[1][ty][tx] - F[1][ty ][tx+1]) * dt_ / dx_
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+ (G[1][ty][tx] - G[1][ty+1][tx ]) * dt_ / dy_
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+ dt_*X - dt_*f_*Q[2][j][i];
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+ (G[1][ty][tx] - G[1][ty+1][tx ]) * dt_ / dy_;
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const float hv1 = Q[2][j][i] + (F[2][ty][tx] - F[2][ty ][tx+1]) * dt_ / dx_
|
||||
+ (G[2][ty][tx] - G[2][ty+1][tx ]) * dt_ / dy_
|
||||
+ dt_*Y + dt_*f_*Q[1][j][i];
|
||||
+ (G[2][ty][tx] - G[2][ty+1][tx ]) * dt_ / dy_;
|
||||
|
||||
__global float* const h_row = (__global float*) ((__global char*) h1_ptr_ + h1_pitch_*tj);
|
||||
__global float* const hu_row = (__global float*) ((__global char*) hu1_ptr_ + hu1_pitch_*tj);
|
||||
__global float* const hv_row = (__global float*) ((__global char*) hv1_ptr_ + hv1_pitch_*tj);
|
||||
float* const h_row = (float*) ((char*) h1_ptr_ + h1_pitch_*tj);
|
||||
float* const hu_row = (float*) ((char*) hu1_ptr_ + hu1_pitch_*tj);
|
||||
float* const hv_row = (float*) ((char*) hv1_ptr_ + hv1_pitch_*tj);
|
||||
|
||||
const float C = 2.0f*r_*dt_/Q[0][j][i];
|
||||
|
@ -60,7 +60,7 @@ class LxF:
|
||||
g, \
|
||||
block_width=16, block_height=16):
|
||||
#Create a CUDA stream
|
||||
self.stream = None #cuda.Stream()
|
||||
self.stream = cuda.Stream()
|
||||
|
||||
#Get kernels
|
||||
self.lxf_module = context.get_kernel("LxF_kernel.cu", block_width, block_height)
|
||||
|
Loading…
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Reference in New Issue
Block a user