1 files changed, 97 insertions, 0 deletions
diff --git a/ldc_3d_benchmark.py b/ldc_3d_benchmark.py
new file mode 100644
index 0000000..d066d87
--- /dev/null
+++ b/ldc_3d_benchmark.py
@@ -0,0 +1,97 @@
+import numpy
+import time
+from string import Template
+
+from simulation         import Lattice, Geometry
+from symbolic.generator import LBM
+
+import symbolic.D3Q19 as D3Q19
+import symbolic.D3Q27 as D3Q27
+
+import itertools
+
+lid_speed = 0.1
+relaxation_time = 0.52
+
+def MLUPS(cells, steps, time):
+    return cells * steps / time * 1e-6
+
+def cavity(geometry, x, y, z):
+    if x == 1 or y == 1 or z == 1 or x == geometry.size_x-2 or y == geometry.size_y-2:
+        return 2
+    elif z == geometry.size_z-2:
+        return 3
+    else:
+        return 1
+
+boundary = Template("""
+    if ( m == 2 ) {
+        u_0 = 0.0;
+        u_1 = 0.0;
+        u_2 = 0.0;
+    }
+    if ( m == 3 ) {
+        u_0 = $lid_speed;
+        u_1 = 0.0;
+        u_2 = 0.0;
+    }
+""").substitute({
+    'lid_speed': lid_speed
+})
+
+sizes = [16, 32, 48, 64, 96]
+
+layouts = [
+    (  16, 1, 1),
+    (  24, 1, 1),
+    (  32, 1, 1),
+    (  48, 1, 1),
+    (  64, 1, 1),
+    (  96, 1, 1)
+]
+
+descriptors = [ D3Q19, D3Q27 ]
+
+precisions = [ 'single', 'double' ]
+
+configs = list(filter(
+    lambda config: config[0] % config[1][0] == 0 and config[0] % config[1][1] == 0,
+    itertools.product(*[sizes, layouts, descriptors, precisions, [True, False]])
+))
+
+measurements = []
+
+for size, layout, descriptor, precision, opti in configs:
+    lbm = LBM(descriptor)
+    lattice = Lattice(
+        descriptor = descriptor,
+        geometry   = Geometry(size, size, size),
+        precision = precision,
+        layout  = layout,
+        moments = lbm.moments(optimize = opti),
+        collide = lbm.bgk(f_eq = lbm.equilibrium(), tau = relaxation_time, optimize = opti),
+        boundary_src = boundary)
+    lattice.setup_geometry(cavity)
+
+    nUpdates = 1000
+    nStat = 100
+
+    stats = []
+
+    lastStat = time.time()
+
+    for i in range(1,nUpdates+1):
+        lattice.evolve()
+
+        if i % nStat == 0:
+            lattice.sync()
+            mlups = round(MLUPS(lattice.geometry.volume, nStat, time.time() - lastStat))
+            stats.append(mlups)
+            lastStat = time.time()
+
+    print('%s: ~%d MLUPS' % ((size, layout, descriptor.__name__, precision, opti), numpy.average(stats)))
+    measurements.append(((size, layout, descriptor.__name__, precision, opti), stats))
+    del lattice, lbm
+
+with open('result/ldc_3d_benchmark.data', 'w') as f:
+    f.write(str(measurements))