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import os
import numpy as np
from pycuda import autoinit
from pycuda.compiler import SourceModule
import pycuda.driver as cuda
from pycuda import gpuarray
float3 = gpuarray.vec.float3
print 'device %s' % autoinit.device.name()
current_directory = os.path.split(os.path.realpath(__file__))[0]
from chroma.cuda import srcdir as source_directory
source = open(current_directory + '/linalg_test.cu').read()
mod = SourceModule(source, options=['-I' + source_directory], no_extern_c=True, cache_dir=False)
float3add = mod.get_function('float3add')
float3addequal = mod.get_function('float3addequal')
float3sub = mod.get_function('float3sub')
float3subequal = mod.get_function('float3subequal')
float3addfloat = mod.get_function('float3addfloat')
float3addfloatequal = mod.get_function('float3addfloatequal')
floataddfloat3 = mod.get_function('floataddfloat3')
float3subfloat = mod.get_function('float3subfloat')
float3subfloatequal = mod.get_function('float3subfloatequal')
floatsubfloat3 = mod.get_function('floatsubfloat3')
float3mulfloat = mod.get_function('float3mulfloat')
float3mulfloatequal = mod.get_function('float3mulfloatequal')
floatmulfloat3 = mod.get_function('floatmulfloat3')
float3divfloat = mod.get_function('float3divfloat')
float3divfloatequal = mod.get_function('float3divfloatequal')
floatdivfloat3 = mod.get_function('floatdivfloat3')
dot = mod.get_function('dot')
cross = mod.get_function('cross')
norm = mod.get_function('norm')
minusfloat3 = mod.get_function('minusfloat3')
size = {'block': (256,1,1), 'grid': (1,1)}
a = np.empty(size['block'][0], dtype=float3)
b = np.empty(size['block'][0], dtype=float3)
c = np.float32(np.random.random_sample())
a['x'] = np.random.random_sample(size=a.size)
a['y'] = np.random.random_sample(size=a.size)
a['z'] = np.random.random_sample(size=a.size)
b['x'] = np.random.random_sample(size=b.size)
b['y'] = np.random.random_sample(size=b.size)
b['z'] = np.random.random_sample(size=b.size)
def testfloat3add():
dest = np.empty(a.size, dtype=float3)
float3add(cuda.In(a), cuda.In(b), cuda.Out(dest), **size)
if not np.allclose(a['x']+b['x'], dest['x']) or \
not np.allclose(a['y']+b['y'], dest['y']) or \
not np.allclose(a['z']+b['z'], dest['z']):
assert False
def testfloat3sub():
dest = np.empty(a.size, dtype=float3)
float3sub(cuda.In(a), cuda.In(b), cuda.Out(dest), **size)
if not np.allclose(a['x']-b['x'], dest['x']) or \
not np.allclose(a['y']-b['y'], dest['y']) or \
not np.allclose(a['z']-b['z'], dest['z']):
assert False
def testfloat3addequal():
dest = np.copy(a)
float3addequal(cuda.InOut(dest), cuda.In(b), **size)
if not np.allclose(a['x']+b['x'], dest['x']) or \
not np.allclose(a['y']+b['y'], dest['y']) or \
not np.allclose(a['z']+b['z'], dest['z']):
assert False
def testfloat3subequal():
dest = np.copy(a)
float3subequal(cuda.InOut(dest), cuda.In(b), **size)
if not np.allclose(a['x']-b['x'], dest['x']) or \
not np.allclose(a['y']-b['y'], dest['y']) or \
not np.allclose(a['z']-b['z'], dest['z']):
assert False
def testfloat3addfloat():
dest = np.empty(a.size, dtype=float3)
float3addfloat(cuda.In(a), c, cuda.Out(dest), **size)
if not np.allclose(a['x']+c, dest['x']) or \
not np.allclose(a['y']+c, dest['y']) or \
not np.allclose(a['z']+c, dest['z']):
assert False
def testfloat3addfloatequal():
dest = np.copy(a)
float3addfloatequal(cuda.InOut(dest), c, **size)
if not np.allclose(a['x']+c, dest['x']) or \
not np.allclose(a['y']+c, dest['y']) or \
not np.allclose(a['z']+c, dest['z']):
assert False
def testfloataddfloat3():
dest = np.empty(a.size, dtype=float3)
floataddfloat3(cuda.In(a), c, cuda.Out(dest), **size)
if not np.allclose(c+a['x'], dest['x']) or \
not np.allclose(c+a['y'], dest['y']) or \
not np.allclose(c+a['z'], dest['z']):
assert False
def testfloat3subfloat():
dest = np.empty(a.size, dtype=float3)
float3subfloat(cuda.In(a), c, cuda.Out(dest), **size)
if not np.allclose(a['x']-c, dest['x']) or \
not np.allclose(a['y']-c, dest['y']) or \
not np.allclose(a['z']-c, dest['z']):
assert False
def testfloat3subfloatequal():
dest = np.copy(a)
float3subfloatequal(cuda.InOut(dest), c, **size)
if not np.allclose(a['x']-c, dest['x']) or \
not np.allclose(a['y']-c, dest['y']) or \
not np.allclose(a['z']-c, dest['z']):
assert False
def testfloatsubfloat3():
dest = np.empty(a.size, dtype=float3)
floatsubfloat3(cuda.In(a), c, cuda.Out(dest), **size)
if not np.allclose(c-a['x'], dest['x']) or \
not np.allclose(c-a['y'], dest['y']) or \
not np.allclose(c-a['z'], dest['z']):
assert False
def testfloat3mulfloat():
dest = np.empty(a.size, dtype=float3)
float3mulfloat(cuda.In(a), c, cuda.Out(dest), **size)
if not np.allclose(a['x']*c, dest['x']) or \
not np.allclose(a['y']*c, dest['y']) or \
not np.allclose(a['z']*c, dest['z']):
assert False
def testfloat3mulfloatequal():
dest = np.copy(a)
float3mulfloatequal(cuda.InOut(dest), c, **size)
if not np.allclose(a['x']*c, dest['x']) or \
not np.allclose(a['y']*c, dest['y']) or \
not np.allclose(a['z']*c, dest['z']):
assert False
def testfloatmulfloat3():
dest = np.empty(a.size, dtype=float3)
floatmulfloat3(cuda.In(a), c, cuda.Out(dest), **size)
if not np.allclose(c*a['x'], dest['x']) or \
not np.allclose(c*a['y'], dest['y']) or \
not np.allclose(c*a['z'], dest['z']):
assert False
def testfloat3divfloat():
dest = np.empty(a.size, dtype=float3)
float3divfloat(cuda.In(a), c, cuda.Out(dest), **size)
if not np.allclose(a['x']/c, dest['x']) or \
not np.allclose(a['y']/c, dest['y']) or \
not np.allclose(a['z']/c, dest['z']):
assert False
def testfloat3divfloatequal():
dest = np.copy(a)
float3divfloatequal(cuda.InOut(dest), c, **size)
if not np.allclose(a['x']/c, dest['x']) or \
not np.allclose(a['y']/c, dest['y']) or \
not np.allclose(a['z']/c, dest['z']):
assert False
def testfloatdivfloat3():
dest = np.empty(a.size, dtype=float3)
floatdivfloat3(cuda.In(a), c, cuda.Out(dest), **size)
if not np.allclose(c/a['x'], dest['x']) or \
not np.allclose(c/a['y'], dest['y']) or \
not np.allclose(c/a['z'], dest['z']):
assert false
def testdot():
dest = np.empty(a.size, dtype=np.float32)
dot(cuda.In(a), cuda.In(b), cuda.Out(dest), **size)
if not np.allclose(a['x']*b['x'] + a['y']*b['y'] + a['z']*b['z'], dest):
assert False
def testcross():
dest = np.empty(a.size, dtype=float3)
cross(cuda.In(a), cuda.In(b), cuda.Out(dest), **size)
for u, v, wdest in zip(a,b,dest):
w = np.cross((u['x'], u['y'], u['z']),(v['x'],v['y'],v['z']))
if not np.allclose(wdest['x'], w[0]) or \
not np.allclose(wdest['y'], w[1]) or \
not np.allclose(wdest['z'], w[2]):
print w
print wdest
assert False
def testnorm():
dest = np.empty(a.size, dtype=np.float32)
norm(cuda.In(a), cuda.Out(dest), **size)
for i in range(len(dest)):
if not np.allclose(np.linalg.norm((a['x'][i],a['y'][i],a['z'][i])), dest[i]):
assert False
def testminusfloat3():
dest = np.empty(a.size, dtype=float3)
minusfloat3(cuda.In(a), cuda.Out(dest), **size)
if not np.allclose(-a['x'], dest['x']) or \
not np.allclose(-a['y'], dest['y']) or \
not np.allclose(-a['z'], dest['z']):
assert False
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