Skip to content
Snippets Groups Projects
Commit 293e3b14 authored by Shane-J-Latham's avatar Shane-J-Latham
Browse files

Unit tests (test/test_enqueue_copy.py) for _enqueue_read_buffer_rect,...

Unit tests (test/test_enqueue_copy.py) for _enqueue_read_buffer_rect, _enqueue_write_buffer_rect and _enqueue_copy_buffer_rect.
parent 173f3e07
Branches
Tags
No related merge requests found
#! /usr/bin/env python
from __future__ import division, with_statement, absolute_import, print_function
__copyright__ = "Copyright (C) 2016 Shane J. Latham"
__license__ = """
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE.
"""
import numpy as np
import numpy.random
import unittest
import pyopencl as cl
def generate_slice(start, shape):
return tuple([slice(start[i], start[i]+shape[i]) for i in range(len(start))])
class EnqueueCopyRectTest(unittest.TestCase):
"""
Tests to/from device copy of sub-arrays.
"""
def setUp(self):
"""
Initialise context and command-queue.
"""
self.context = cl.create_some_context(interactive=False)
self.queue = cl.CommandQueue(self.context)
def test2d(self):
"""
Test 2D sub-array (slice) copy.
"""
ary_in_shp = 256, 128 # Entire array shape from which sub-array copied to device
sub_ary_shp = 128, 96 # Sub-array shape to be copied to device
ary_in_origin = 20,13 # Sub-array origin
ary_in_slice = generate_slice(ary_in_origin, sub_ary_shp)
ary_out_origin = 11,19 # Origin of sub-array copy from device to host-array
ary_out_shp = 512, 256 # Entire host-array shape copy sub-array from device to host
ary_out_slice = generate_slice(ary_out_origin, sub_ary_shp)
buf_in_origin = 7,3 # Origin of sub-array in device buffer
buf_in_shp = 300, 200 # shape of device buffer
buf_out_origin = 31,17 # Origin of 2nd device buffer
buf_out_shp = 300, 400 # shape of 2nd device buffer
# Create host array of random values.
h_ary_in = \
np.array(
np.random.randint(
0,
256,
np.product(ary_in_shp)
),
dtype=np.uint8
).reshape(ary_in_shp)
# Create device buffers
d_in_buf = cl.Buffer(self.context, cl.mem_flags.READ_ONLY, size=np.product(buf_in_shp))
d_out_buf = cl.Buffer(self.context, cl.mem_flags.READ_ONLY, size=np.product(buf_out_shp))
# Copy sub-array (rectangular buffer) from host to device
cl.enqueue_copy(
self.queue,
d_in_buf,
h_ary_in,
buffer_origin=buf_in_origin[::-1],
host_origin=ary_in_origin[::-1],
region=sub_ary_shp[::-1],
buffer_pitches = (buf_in_shp[-1],),
host_pitches = (ary_in_shp[-1],)
)
# Copy sub-array (rectangular buffer) from device-buffer to device-buffer
cl.enqueue_copy(
self.queue,
d_out_buf,
d_in_buf,
src_origin=buf_in_origin[::-1],
dst_origin=buf_out_origin[::-1],
region=sub_ary_shp[::-1],
src_pitches = (buf_in_shp[-1],),
dst_pitches = (buf_out_shp[-1],)
)
# Create zero-initialised array to receive sub-array from device
h_ary_out = np.zeros(ary_out_shp, dtype=h_ary_in.dtype)
# Copy sub-array (rectangular buffer) from device to host-array.
cl.enqueue_copy(
self.queue,
h_ary_out,
d_out_buf,
buffer_origin=buf_out_origin[::-1],
host_origin=ary_out_origin[::-1],
region=sub_ary_shp[::-1],
buffer_pitches = (buf_out_shp[-1],),
host_pitches = (ary_out_shp[-1],)
)
self.queue.finish()
# Check that the sub-array copied to device is
# the same as the sub-array received from device.
self.assertTrue(
np.all(h_ary_in[ary_in_slice] == h_ary_out[ary_out_slice])
)
def test3d(self):
"""
Test 3D sub-array (slice) copy.
"""
ary_in_shp = 256, 128, 31 # Entire array shape from which sub-array copied to device
sub_ary_shp = 128, 96, 20 # Sub-array shape to be copied to device
ary_in_origin = 20,13, 7 # Sub-array origin
ary_in_slice = generate_slice(ary_in_origin, sub_ary_shp)
ary_out_origin = 11,19, 14 # Origin of sub-array copy from device to host-array
ary_out_shp = 192, 256, 128 # Entire host-array shape copy sub-array from device to host
ary_out_slice = generate_slice(ary_out_origin, sub_ary_shp)
buf_in_origin = 7, 3, 6 # Origin of sub-array in device buffer
buf_in_shp = 300, 200, 30 # shape of device buffer
buf_out_origin = 31,17,3 # Origin of 2nd device buffer
buf_out_shp = 300, 400, 40 # shape of 2nd device buffer
# Create host array of random values.
h_ary_in = \
np.array(
np.random.randint(
0,
256,
np.product(ary_in_shp)
),
dtype=np.uint8
).reshape(ary_in_shp)
# Create device buffers
d_in_buf = cl.Buffer(self.context, cl.mem_flags.READ_ONLY, size=np.product(buf_in_shp))
d_out_buf = cl.Buffer(self.context, cl.mem_flags.READ_ONLY, size=np.product(buf_out_shp))
# Copy sub-array (rectangular buffer) from host to device
cl.enqueue_copy(
self.queue,
d_in_buf,
h_ary_in,
buffer_origin=buf_in_origin[::-1],
host_origin=ary_in_origin[::-1],
region=sub_ary_shp[::-1],
buffer_pitches = (buf_in_shp[-1],buf_in_shp[-1]*buf_in_shp[-2]),
host_pitches = (ary_in_shp[-1],ary_in_shp[-1]*ary_in_shp[-2])
)
# Copy sub-array (rectangular buffer) from device-buffer to device-buffer
cl.enqueue_copy(
self.queue,
d_out_buf,
d_in_buf,
src_origin=buf_in_origin[::-1],
dst_origin=buf_out_origin[::-1],
region=sub_ary_shp[::-1],
src_pitches = (buf_in_shp[-1],buf_in_shp[-1]*buf_in_shp[-2]),
dst_pitches = (buf_out_shp[-1],buf_out_shp[-1]*buf_out_shp[-2])
)
# Create zero-initialised array to receive sub-array from device
h_ary_out = np.zeros(ary_out_shp, dtype=h_ary_in.dtype)
# Copy sub-array (rectangular buffer) from device to host-array.
cl.enqueue_copy(
self.queue,
h_ary_out,
d_out_buf,
buffer_origin=buf_out_origin[::-1],
host_origin=ary_out_origin[::-1],
region=sub_ary_shp[::-1],
buffer_pitches = (buf_out_shp[-1],buf_out_shp[-1]*buf_out_shp[-2]),
host_pitches = (ary_out_shp[-1],ary_out_shp[-1]*ary_out_shp[-2])
)
self.queue.finish()
# Check that the sub-array copied to device is
# the same as the sub-array received from device.
self.assertTrue(
np.all(h_ary_in[ary_in_slice] == h_ary_out[ary_out_slice])
)
if __name__ == "__main__":
unittest.main()
0% Loading or .
You are about to add 0 people to the discussion. Proceed with caution.
Please register or to comment