def pyopencl_unique(cpu_data):
"""
SUT
This is a function that sets up a GPU context and exposes the pyopencl algorithm uniqe to the TSTL random tester
The Unique function resembles the UNIX command uniq,
and requires that values must be sorted to get a list of "unique" values.
Therefore, this method sorts the cpu_data array before transferring it to the GPU.
It executes the method python_unique as its oracle.
:param cpu_data: A numpy array to execute the pyopencl unique algorithm on.
:return: A boolean that describes if the CPU oracle and the SUT results match
"""
# platforms = cl.get_platforms()
# ctx = cl.Context(dev_type=cl.device_type.ALL, properties=[(cl.context_properties.PLATFORM, platforms[0])])
# queue = cl.CommandQueue(ctx)
queue = get_queue()
cpu_data.sort()
gpu_data = pyopencl.array.to_device(queue, cpu_data)
unique_gpu, count_unique_gpu, evt = unique(gpu_data)
unique_cpu = python_unique(cpu_data)
count_unique_gpu = count_unique_gpu.get()
unique_gpu = unique_gpu.get()
return (unique_gpu[:count_unique_gpu] == unique_cpu).all()
def test_unique(ctx_factory):
from pytest import importorskip
importorskip("mako")
context = ctx_factory()
queue = cl.CommandQueue(context)
from pyopencl.clrandom import rand as clrand
for n in scan_test_counts:
a_dev = clrand(queue, (n,), dtype=np.int32, a=0, b=1000)
a = a_dev.get()
a = np.sort(a)
a_dev = cl_array.to_device(queue, a)
a_unique_host = np.unique(a)
from pyopencl.algorithm import unique
a_unique_dev, count_unique_dev, evt = unique(a_dev)
count_unique_dev = count_unique_dev.get()
assert (a_unique_dev.get()[:count_unique_dev] == a_unique_host).all()
from gc import collect
collect()
def test_unique(ctx_factory):
context = ctx_factory()
queue = cl.CommandQueue(context)
from pyopencl.clrandom import rand as clrand
for n in scan_test_counts:
a_dev = clrand(queue, (n,), dtype=np.int32, a=0, b=1000)
a = a_dev.get()
a = np.sort(a)
a_dev = cl_array.to_device(queue, a)
a_unique_host = np.unique(a)
from pyopencl.algorithm import unique
a_unique_dev, count_unique_dev = unique(a_dev)
count_unique_dev = count_unique_dev.get()
assert (a_unique_dev.get()[:count_unique_dev] == a_unique_host).all()
from gc import collect
collect()