… | |
… | |
18 | vendors) - usually there is only one. |
18 | vendors) - usually there is only one. |
19 | |
19 | |
20 | Each platform gives you access to a number of OpenCL::Device objects, e.g. |
20 | Each platform gives you access to a number of OpenCL::Device objects, e.g. |
21 | your graphics card. |
21 | your graphics card. |
22 | |
22 | |
23 | From a platform and some devices, you create an OpenCL::Context, which is |
23 | From a platform and some device(s), you create an OpenCL::Context, which is |
24 | a very central object in OpenCL: Once you have a context you can create |
24 | a very central object in OpenCL: Once you have a context you can create |
25 | most other objects: |
25 | most other objects: |
26 | |
26 | |
27 | OpenCL::Program objects, which store source code and, after building |
27 | OpenCL::Program objects, which store source code and, after building for a |
28 | ("compiling and linking"), also binary programs. For each kernel function |
28 | specific device ("compiling and linking"), also binary programs. For each |
29 | in a program you can then create an OpenCL::Kernel object which represents |
29 | kernel function in a program you can then create an OpenCL::Kernel object |
30 | basically a function call with argument values. |
30 | which represents basically a function call with argument values. |
31 | |
31 | |
32 | OpenCL::Memory objects of various flavours: OpenCL::Buffers objects (flat |
32 | OpenCL::Memory objects of various flavours: OpenCL::Buffers objects (flat |
33 | memory areas, think array) and OpenCL::Image objects (think 2d or 3d |
33 | memory areas, think array) and OpenCL::Image objects (think 2d or 3d |
34 | array) for bulk data and input and output for kernels. |
34 | array) for bulk data and input and output for kernels. |
35 | |
35 | |
… | |
… | |
54 | |
54 | |
55 | http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/ |
55 | http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/ |
56 | |
56 | |
57 | =head1 BASIC WORKFLOW |
57 | =head1 BASIC WORKFLOW |
58 | |
58 | |
59 | To get something done, you basically have to do this once: |
59 | To get something done, you basically have to do this once (refer to the |
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60 | examples below for actual code, this is just a high-level description): |
60 | |
61 | |
61 | Find some platform (e.g. the first one) and some device (e.g. the first |
62 | Find some platform (e.g. the first one) and some device(s) (e.g. the first |
62 | device you can find), and create a context from those. |
63 | device of the platform), and create a context from those. |
63 | |
64 | |
64 | Create a command queue from your context, and program objects from your |
65 | Create program objects from your OpenCL source code, then build (compile) |
65 | OpenCL source code, build the programs. |
66 | the programs for each device you want to run them on. |
66 | |
67 | |
67 | Create kernel objects for all kernels you want to use. |
68 | Create kernel objects for all kernels you want to use (surprisingly, these |
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69 | are not device-specific). |
68 | |
70 | |
69 | Then, to execute stuff, you repeat this: |
71 | Then, to execute stuff, you repeat these steps, possibly resuing or |
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72 | sharing some buffers: |
70 | |
73 | |
71 | Create some input and output buffers from your context. Initialise the |
74 | Create some input and output buffers from your context. Set these as |
72 | input buffers with data. Set these as arguments to your kernel. |
75 | arguments to your kernel. |
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76 | |
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77 | Enqueue buffer writes to initialise your input buffers (when not |
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78 | initialised at creation time). |
73 | |
79 | |
74 | Enqueue the kernel execution. |
80 | Enqueue the kernel execution. |
75 | |
81 | |
76 | Enqueue buffer reads for your output buffer to read results. |
82 | Enqueue buffer reads for your output buffer to read results. |
77 | |
83 | |
78 | The next section shows how this can be done. |
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79 | |
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80 | =head1 EXAMPLES |
84 | =head1 EXAMPLES |
81 | |
85 | |
82 | =head2 Enumerate all devices and get contexts for them. |
86 | =head2 Enumerate all devices and get contexts for them. |
83 | |
87 | |
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88 | Best run this once to get a feel for the platforms and devices in your |
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89 | system. |
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90 | |
84 | for my $platform (OpenCL::platforms) { |
91 | for my $platform (OpenCL::platforms) { |
85 | warn $platform->info (OpenCL::PLATFORM_NAME); |
92 | printf "platform: %s\n", $platform->info (OpenCL::PLATFORM_NAME); |
86 | warn $platform->info (OpenCL::PLATFORM_EXTENSIONS); |
93 | printf "extensions: %s\n", $platform->info (OpenCL::PLATFORM_EXTENSIONS); |
87 | for my $device ($platform->devices) { |
94 | for my $device ($platform->devices) { |
88 | warn $device->info (OpenCL::DEVICE_NAME); |
95 | printf "+ device: %s\n", $device->info (OpenCL::DEVICE_NAME); |
89 | my $ctx = $device->context_simple; |
96 | my $ctx = $device->context; |
90 | # do stuff |
97 | # do stuff |
91 | } |
98 | } |
92 | } |
99 | } |
93 | |
100 | |
94 | =head2 Get a useful context and a command queue. |
101 | =head2 Get a useful context and a command queue. |
95 | |
102 | |
96 | my $dev = ((OpenCL::platforms)[0]->devices)[0]; |
103 | This is a useful boilerplate for any OpenCL program that only wants to use |
97 | my $ctx = $dev->context_simple; |
104 | one device, |
98 | my $queue = $ctx->queue ($dev); |
105 | |
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106 | my ($platform) = OpenCL::platforms; # find first platform |
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107 | my ($dev) = $platform->devices; # find first device of platform |
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108 | my $ctx = $platform->context (undef, [$dev]); # create context out of those |
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109 | my $queue = $ctx->queue ($dev); # create a command queue for the device |
99 | |
110 | |
100 | =head2 Print all supported image formats of a context. |
111 | =head2 Print all supported image formats of a context. |
101 | |
112 | |
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113 | Best run this once for your context, to see whats available and how to |
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114 | gather information. |
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115 | |
102 | for my $type (OpenCL::MEM_OBJECT_IMAGE2D, OpenCL::MEM_OBJECT_IMAGE3D) { |
116 | for my $type (OpenCL::MEM_OBJECT_IMAGE2D, OpenCL::MEM_OBJECT_IMAGE3D) { |
103 | say "supported image formats for ", OpenCL::enum2str $type; |
117 | print "supported image formats for ", OpenCL::enum2str $type, "\n"; |
104 | |
118 | |
105 | for my $f ($ctx->supported_image_formats (0, $type)) { |
119 | for my $f ($ctx->supported_image_formats (0, $type)) { |
106 | printf " %-10s %-20s\n", OpenCL::enum2str $f->[0], OpenCL::enum2str $f->[1]; |
120 | printf " %-10s %-20s\n", OpenCL::enum2str $f->[0], OpenCL::enum2str $f->[1]; |
107 | } |
121 | } |
108 | } |
122 | } |
… | |
… | |
111 | then asynchronously. |
125 | then asynchronously. |
112 | |
126 | |
113 | my $buf = $ctx->buffer_sv (OpenCL::MEM_COPY_HOST_PTR, "helmut"); |
127 | my $buf = $ctx->buffer_sv (OpenCL::MEM_COPY_HOST_PTR, "helmut"); |
114 | |
128 | |
115 | $queue->enqueue_read_buffer ($buf, 1, 1, 3, my $data); |
129 | $queue->enqueue_read_buffer ($buf, 1, 1, 3, my $data); |
116 | warn $data; |
130 | print "$data\n"; |
117 | |
131 | |
118 | my $ev = $queue->enqueue_read_buffer ($buf, 0, 1, 3, my $data); |
132 | my $ev = $queue->enqueue_read_buffer ($buf, 0, 1, 3, my $data); |
119 | $ev->wait; |
133 | $ev->wait; |
120 | warn $data; |
134 | print "$data\n"; # prints "elm" |
121 | |
135 | |
122 | =head2 Create and build a program, then create a kernel out of one of its |
136 | =head2 Create and build a program, then create a kernel out of one of its |
123 | functions. |
137 | functions. |
124 | |
138 | |
125 | my $src = ' |
139 | my $src = ' |
… | |
… | |
131 | } |
145 | } |
132 | '; |
146 | '; |
133 | |
147 | |
134 | my $prog = $ctx->program_with_source ($src); |
148 | my $prog = $ctx->program_with_source ($src); |
135 | |
149 | |
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150 | # build croaks on compile errors, so catch it and print the compile errors |
136 | eval { $prog->build ($dev); 1 } |
151 | eval { $prog->build ($dev); 1 } |
137 | or die $prog->build_info ($dev, OpenCL::PROGRAM_BUILD_LOG); |
152 | or die $prog->build_info ($dev, OpenCL::PROGRAM_BUILD_LOG); |
138 | |
153 | |
139 | my $kernel = $prog->kernel ("squareit"); |
154 | my $kernel = $prog->kernel ("squareit"); |
140 | |
155 | |
141 | =head2 Create some input and output float buffers, then call squareit on them. |
156 | =head2 Create some input and output float buffers, then call the |
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157 | 'squareit' kernel on them. |
142 | |
158 | |
143 | my $input = $ctx->buffer_sv (OpenCL::MEM_COPY_HOST_PTR, pack "f*", 1, 2, 3, 4.5); |
159 | my $input = $ctx->buffer_sv (OpenCL::MEM_COPY_HOST_PTR, pack "f*", 1, 2, 3, 4.5); |
144 | my $output = $ctx->buffer (0, OpenCL::SIZEOF_FLOAT * 5); |
160 | my $output = $ctx->buffer (0, OpenCL::SIZEOF_FLOAT * 5); |
145 | |
161 | |
146 | # set buffer |
162 | # set buffer |
… | |
… | |
152 | |
168 | |
153 | # enqueue a synchronous read |
169 | # enqueue a synchronous read |
154 | $queue->enqueue_read_buffer ($output, 1, 0, OpenCL::SIZEOF_FLOAT * 4, my $data); |
170 | $queue->enqueue_read_buffer ($output, 1, 0, OpenCL::SIZEOF_FLOAT * 4, my $data); |
155 | |
171 | |
156 | # print the results: |
172 | # print the results: |
157 | say join ", ", unpack "f*", $data; |
173 | printf "%s\n", join ", ", unpack "f*", $data; |
158 | |
174 | |
159 | =head2 The same enqueue operations as before, but assuming an out-of-order queue, |
175 | =head2 The same enqueue operations as before, but assuming an out-of-order queue, |
160 | showing off barriers. |
176 | showing off barriers. |
161 | |
177 | |
162 | # execute it for all 4 numbers |
178 | # execute it for all 4 numbers |
… | |
… | |
245 | |
261 | |
246 | =over 4 |
262 | =over 4 |
247 | |
263 | |
248 | =item $int = OpenCL::errno |
264 | =item $int = OpenCL::errno |
249 | |
265 | |
250 | The last error returned by a function - it's only changed on errors. |
266 | The last error returned by a function - it's only valid after an error occured |
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267 | and before calling another OpenCL function. |
251 | |
268 | |
252 | =item $str = OpenCL::err2str $errval |
269 | =item $str = OpenCL::err2str $errval |
253 | |
270 | |
254 | Comverts an error value into a human readable string. |
271 | Comverts an error value into a human readable string. |
255 | |
272 | |
… | |
… | |
265 | |
282 | |
266 | Returns all available OpenCL::Platform objects. |
283 | Returns all available OpenCL::Platform objects. |
267 | |
284 | |
268 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clGetPlatformIDs.html> |
285 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clGetPlatformIDs.html> |
269 | |
286 | |
270 | =item $ctx = OpenCL::context_from_type_simple $type = OpenCL::DEVICE_TYPE_DEFAULT |
287 | =item $ctx = OpenCL::context_from_type $properties, $type = OpenCL::DEVICE_TYPE_DEFAULT, $notify = undef |
271 | |
288 | |
272 | Tries to create a context from a default device and platform - never worked for me. |
289 | Tries to create a context from a default device and platform - never worked for me. |
273 | |
290 | |
274 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clCreateContextFromType.html> |
291 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clCreateContextFromType.html> |
275 | |
292 | |
… | |
… | |
295 | |
312 | |
296 | =item @devices = $platform->devices ($type = OpenCL::DEVICE_TYPE_ALL) |
313 | =item @devices = $platform->devices ($type = OpenCL::DEVICE_TYPE_ALL) |
297 | |
314 | |
298 | Returns a list of matching OpenCL::Device objects. |
315 | Returns a list of matching OpenCL::Device objects. |
299 | |
316 | |
300 | =item $ctx = $platform->context_from_type_simple ($type = OpenCL::DEVICE_TYPE_DEFAULT) |
317 | =item $ctx = $platform->context_from_type ($properties, $type = OpenCL::DEVICE_TYPE_DEFAULT, $notify = undef) |
301 | |
318 | |
302 | Tries to create a context. Never worked for me. |
319 | Tries to create a context. Never worked for me, and you need devices explitly anyway. |
303 | |
320 | |
304 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clCreateContextFromType.html> |
321 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clCreateContextFromType.html> |
305 | |
322 | |
|
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323 | =item $ctx = $device->context ($properties = undef, @$devices, $notify = undef) |
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324 | |
|
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325 | Create a new OpenCL::Context object using the given device object(s)- a |
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326 | CL_CONTEXT_PLATFORM property is supplied automatically. |
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327 | |
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328 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clCreateContext.html> |
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329 | |
306 | =back |
330 | =back |
307 | |
331 | |
308 | =head2 THE OpenCL::Device CLASS |
332 | =head2 THE OpenCL::Device CLASS |
309 | |
333 | |
310 | =over 4 |
334 | =over 4 |
… | |
… | |
312 | =item $packed_value = $device->info ($name) |
336 | =item $packed_value = $device->info ($name) |
313 | |
337 | |
314 | See C<< $platform->info >> for details. |
338 | See C<< $platform->info >> for details. |
315 | |
339 | |
316 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clGetDeviceInfo.html> |
340 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clGetDeviceInfo.html> |
317 | |
|
|
318 | =item $ctx = $device->context_simple |
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319 | |
|
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320 | Convenience function to create a new OpenCL::Context object. |
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321 | |
|
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322 | L<http://www.khronos.org/registry/cl/sdk/1.1/docs/man/xhtml/clCreateContext.html> |
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323 | |
341 | |
324 | =back |
342 | =back |
325 | |
343 | |
326 | =head2 THE OpenCL::Context CLASS |
344 | =head2 THE OpenCL::Context CLASS |
327 | |
345 | |
… | |
… | |
625 | package OpenCL; |
643 | package OpenCL; |
626 | |
644 | |
627 | use common::sense; |
645 | use common::sense; |
628 | |
646 | |
629 | BEGIN { |
647 | BEGIN { |
630 | our $VERSION = '0.03'; |
648 | our $VERSION = '0.14'; |
631 | |
649 | |
632 | require XSLoader; |
650 | require XSLoader; |
633 | XSLoader::load (__PACKAGE__, $VERSION); |
651 | XSLoader::load (__PACKAGE__, $VERSION); |
634 | |
652 | |
635 | @OpenCL::Buffer::ISA = |
653 | @OpenCL::Buffer::ISA = |