[FFmpeg-devel] GSoC

Dylan Fernando dylanf123 at gmail.com
Thu Mar 15 03:11:07 EET 2018


On Thu, Mar 15, 2018 at 12:08 PM, Dylan Fernando <dylanf123 at gmail.com>
wrote:

>
>
> On Sun, Mar 11, 2018 at 10:18 PM, Mark Thompson <sw at jkqxz.net> wrote:
>
>> On 11/03/18 04:36, Dylan Fernando wrote:
>> > On Thu, Mar 8, 2018 at 8:57 AM, Mark Thompson <sw at jkqxz.net> wrote:
>> >
>> >> On 07/03/18 03:56, Dylan Fernando wrote:
>> >>> Thanks, it works now
>> >>>
>> >>> Would trying to implement an OpenCL version of vf_fade be a good idea
>> >> for a
>> >>> qualification task, or would it be a better idea to try a different
>> >> filter?
>> >>
>> >> That sounds like a sensible choice to me, though if you haven't
>> written a
>> >> filter before you might find it helpful to write something simpler
>> first to
>> >> understand how it fits together (for example: vflip, which has trivial
>> >> processing parts but still needs the surrounding boilerplate).
>> >>
>> >> - Mark
>> >>
>> >> (PS: be aware that top-posting is generally frowned upon on this
>> mailing
>> >> list.)
>> >>
>> >>
>> >>> On Wed, Mar 7, 2018 at 1:20 AM, Mark Thompson <sw at jkqxz.net> wrote:
>> >>>
>> >>>> On 06/03/18 12:37, Dylan Fernando wrote:
>> >>>>> Hi,
>> >>>>>
>> >>>>> I am Dylan Fernando. I am a Computer Science student from
>> Australia. I
>> >> am
>> >>>>> new to FFmpeg and I wish to apply for GSoC this year.
>> >>>>> I would like to do the Video filtering with OpenCL project and I
>> have a
>> >>>> few
>> >>>>> questions. Would trying to implement an opencl version of vf_fade
>> be a
>> >>>> good
>> >>>>> idea for the qualification task, or would I be better off using a
>> >>>> different
>> >>>>> filter?
>> >>>>>
>> >>>>> Also, I’m having a bit of trouble with running unsharp_opencl. I
>> tried
>> >>>>> running:
>> >>>>> ffmpeg -hide_banner -nostats -v verbose -init_hw_device
>> opencl=ocl:0.1
>> >>>>> -filter_hw_device ocl -i space.mpg -filter_complex unsharp_opencl
>> >>>> output.mp4
>> >>>>>
>> >>>>> but I got the error:
>> >>>>> [AVHWDeviceContext @ 0x7fdac050c700] 0.1: Apple / Intel(R) Iris(TM)
>> >>>>> Graphics 6100
>> >>>>> [mpeg @ 0x7fdac3132600] max_analyze_duration 5000000 reached at
>> 5005000
>> >>>>> microseconds st:0
>> >>>>> Input #0, mpeg, from 'space.mpg':
>> >>>>>   Duration: 00:00:21.99, start: 0.387500, bitrate: 6108 kb/s
>> >>>>>     Stream #0:0[0x1e0]: Video: mpeg2video (Main), 1 reference frame,
>> >>>>> yuv420p(tv, bt470bg, bottom first, left), 720x480 [SAR 8:9 DAR 4:3],
>> >> 6000
>> >>>>> kb/s, 29.97 fps, 29.97 tbr, 90k tbn, 59.94 tbc
>> >>>>> Stream mapping:
>> >>>>>   Stream #0:0 (mpeg2video) -> unsharp_opencl
>> >>>>>   unsharp_opencl -> Stream #0:0 (mpeg4)
>> >>>>> Press [q] to stop, [?] for help
>> >>>>> [graph 0 input from stream 0:0 @ 0x7fdac0418800] w:720 h:480
>> >>>> pixfmt:yuv420p
>> >>>>> tb:1/90000 fr:30000/1001 sar:8/9 sws_param:flags=2
>> >>>>> [auto_scaler_0 @ 0x7fdac05232c0] w:iw h:ih flags:'bilinear' interl:0
>> >>>>> [Parsed_unsharp_opencl_0 @ 0x7fdac0715a80] auto-inserting filter
>> >>>>> 'auto_scaler_0' between the filter 'graph 0 input from stream 0:0'
>> and
>> >>>> the
>> >>>>> filter 'Parsed_unsharp_opencl_0'
>> >>>>> Impossible to convert between the formats supported by the filter
>> >> 'graph
>> >>>> 0
>> >>>>> input from stream 0:0' and the filter 'auto_scaler_0'
>> >>>>> Error reinitializing filters!
>> >>>>> Failed to inject frame into filter network: Function not implemented
>> >>>>> Error while processing the decoded data for stream #0:0
>> >>>>> Conversion failed!
>> >>>>>
>> >>>>> How do I correctly run unsharp_opencl? Should I be running it on a
>> >>>>> different video file?
>> >>>>
>> >>>> It's intended to be used in filter graphs where much of the activity
>> is
>> >>>> already happening on the GPU, so the input and output are in the
>> >>>> AV_PIX_FMT_OPENCL format which contains GPU-side OpenCL images.
>> >>>>
>> >>>> If you want to use it standalone then you need hwupload and
>> hwdownload
>> >>>> filters to move the frames between the CPU and GPU.  For your
>> example,
>> >> it
>> >>>> should work with:
>> >>>>
>> >>>> ffmpeg -init_hw_device opencl=ocl:0.1 -filter_hw_device ocl -i
>> space.mpg
>> >>>> -filter_complex hwupload,unsharp_opencl,hwdownload output.mp4
>> >>>>
>> >>>> (There are constraints on what formats can be used and therefore
>> >> suitable
>> >>>> files (or required format conversions), but I believe a normal
>> yuv420p
>> >>>> video like this should work in all cases.)
>> >>>>
>> >>>> - Mark
>> >>
>> >
>> > Thanks.
>> >
>> > How is AV_PIX_FMT_OPENCL formatted? When using read_imagef(), does xyzw
>> > correspond to RGBA respectively, or to YUV? Would I have to account for
>> > different formats? If so, how do I check the format of the input?
>>
>> See libavutil/hwcontext_opencl.c and in particular the functions
>> opencl_get_buffer(), opencl_pool_alloc() and opencl_get_plane_format() for
>> the code creating the AV_PIX_FMT_OPENCL images.
>>
>> It tries to support all formats which are representable as OpenCL images,
>> so the component values are dependent on what the format of the underlying
>> image is.  What can actually be represented does depends a bit on the
>> implementation - for example, CL_R channel order is needed for all planar
>> YUV images, and CL_RG is needed as well for NV12 and P010 support.  The
>> data_type is always UNORM_INT8 or UNORM_INT16 (depending on depth,
>> intermediate depths like 10-bit require are treated as UNORM_INT16 and
>> require an MSB-packed format like P010 rather than an LSB-packed format
>> like YUV420P), so it should always be read as a float (float2, float4) in
>> the CL kernels.
>>
>> Given that, if you have kernels which are not dependent on interactions
>> between components then you don't actually need to care about the
>> underlying format - use float4 everywhere and what's actually in xyzw
>> doesn't matter.  See the program_opencl examples <
>> http://ffmpeg.org/ffmpeg-filters.html#program_005fopencl-1> for some
>> cases of this, and the unsharp_opencl filter is also close to this (it only
>> cares about luma vs. chroma planes).
>>
>> If on the other hand you do need to know exactly where the components
>> are, then you will need to look at the sw_format of the incoming
>> hw_frames_ctx (it's on the input link at when the config_inputs function is
>> called on a filter input pad).  If you can't easily support all formats
>> then rejecting unsupported ones here with a suitable error message is fine
>> (there isn't currently any negotiation of that format, so it will be up to
>> the user to get it into the right state).  With only one or a small number
>> of formats there then you can know exactly what is in the xyzw components
>> and therefore use them however you like.
>>
>> Hope this helps,
>>
>> - Mark
>> _______________________________________________
>> ffmpeg-devel mailing list
>> ffmpeg-devel at ffmpeg.org
>> http://ffmpeg.org/mailman/listinfo/ffmpeg-devel
>>
>
> Thanks, that helps.
>
> I need to know exactly what is in xyzw, since I’m trying to implement
> vf_fade, and the color parameter is given as rgba. I managed to get it
> working on yuv files. I’m currently trying to test it on different pixel
> formats. What other file types should I test my filter on? Is there some
> way I can download different video files with different pixel formats to
> test my filter on?
>
> Also, I’ve attempted to implement avgblur with opencl. This is my first
> time submitting a patch, sorry if I format it incorrectly.
>
> - Dylan
>

[master 319e56f87c] lavfi: Add OpenCL avgblur filter
 6 files changed, 381 insertions(+)
 create mode 100644 libavfilter/opencl/avgblur.cl
 create mode 100644 libavfilter/vf_avgblur_opencl.c

diff --git a/configure b/configure
index fe81ba31b5..203737615c 100755
--- a/configure
+++ b/configure
@@ -3205,6 +3205,7 @@ aresample_filter_deps="swresample"
 ass_filter_deps="libass"
 atempo_filter_deps="avcodec"
 atempo_filter_select="rdft"
+avgblur_opencl_filter_deps="opencl"
 azmq_filter_deps="libzmq"
 blackframe_filter_deps="gpl"
 boxblur_filter_deps="gpl"
diff --git a/libavfilter/Makefile b/libavfilter/Makefile
index 6a6083618d..6bf32ad260 100644
--- a/libavfilter/Makefile
+++ b/libavfilter/Makefile
@@ -138,6 +138,8 @@ OBJS-$(CONFIG_ALPHAMERGE_FILTER)             +=
vf_alphamerge.o
 OBJS-$(CONFIG_ASS_FILTER)                    += vf_subtitles.o
 OBJS-$(CONFIG_ATADENOISE_FILTER)             += vf_atadenoise.o
 OBJS-$(CONFIG_AVGBLUR_FILTER)                += vf_avgblur.o
+OBJS-$(CONFIG_AVGBLUR_OPENCL_FILTER)         += vf_avgblur_opencl.o
opencl.o \
+                                                opencl/avgblur.o
 OBJS-$(CONFIG_BBOX_FILTER)                   += bbox.o vf_bbox.o
 OBJS-$(CONFIG_BENCH_FILTER)                  += f_bench.o
 OBJS-$(CONFIG_BITPLANENOISE_FILTER)          += vf_bitplanenoise.o
diff --git a/libavfilter/allfilters.c b/libavfilter/allfilters.c
index 9adb1090b7..cb04d1b113 100644
--- a/libavfilter/allfilters.c
+++ b/libavfilter/allfilters.c
@@ -148,6 +148,7 @@ static void register_all(void)
     REGISTER_FILTER(ASS,            ass,            vf);
     REGISTER_FILTER(ATADENOISE,     atadenoise,     vf);
     REGISTER_FILTER(AVGBLUR,        avgblur,        vf);
+    REGISTER_FILTER(AVGBLUR_OPENCL, avgblur_opencl, vf);
     REGISTER_FILTER(BBOX,           bbox,           vf);
     REGISTER_FILTER(BENCH,          bench,          vf);
     REGISTER_FILTER(BITPLANENOISE,  bitplanenoise,  vf);
diff --git a/libavfilter/opencl/avgblur.cl b/libavfilter/opencl/avgblur.cl
new file mode 100644
index 0000000000..fff655529b
--- /dev/null
+++ b/libavfilter/opencl/avgblur.cl
@@ -0,0 +1,60 @@
+/*
+ * This file is part of FFmpeg.
+ *
+ * FFmpeg is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation; either
+ * version 2.1 of the License, or (at your option) any later version.
+ *
+ * FFmpeg is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with FFmpeg; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA
02110-1301 USA
+ */
+
+
+__kernel void avgblur_horiz(__write_only image2d_t dst,
+                            __read_only  image2d_t src,
+                            int rad)
+{
+    const sampler_t sampler = (CLK_NORMALIZED_COORDS_FALSE |
+                               CLK_FILTER_NEAREST);
+    int2 loc = (int2)(get_global_id(0), get_global_id(1));
+    int2 size = (int2)(get_global_size(0), get_global_size(1));
+
+    int count = 0;
+    float4 acc = (float4)(0,0,0,0);
+
+    for (int xx = max(0,loc.x-rad); xx < min(loc.x+rad+1,size.x); xx++)
+    {
+        count++;
+        acc += read_imagef(src, sampler, (int2)(xx, loc.y));
+    }
+
+    write_imagef(dst, loc, acc / count);
+}
+
+__kernel void avgblur_vert(__write_only image2d_t dst,
+                           __read_only  image2d_t src,
+                           int radv)
+{
+    const sampler_t sampler = (CLK_NORMALIZED_COORDS_FALSE |
+                               CLK_FILTER_NEAREST);
+    int2 loc = (int2)(get_global_id(0), get_global_id(1));
+    int2 size = (int2)(get_global_size(0), get_global_size(1));
+
+    int count = 0;
+    float4 acc = (float4)(0,0,0,0);
+
+    for (int yy = max(0,loc.y-radv); yy < min(loc.y+radv+1,size.y); yy++)
+    {
+        count++;
+        acc += read_imagef(src, sampler, (int2)(loc.x, yy));
+    }
+
+    write_imagef(dst, loc, acc / count);
+}
diff --git a/libavfilter/opencl_source.h b/libavfilter/opencl_source.h
index 23cdfc6ac9..02bc1723b0 100644
--- a/libavfilter/opencl_source.h
+++ b/libavfilter/opencl_source.h
@@ -19,6 +19,7 @@
 #ifndef AVFILTER_OPENCL_SOURCE_H
 #define AVFILTER_OPENCL_SOURCE_H

+extern const char *ff_opencl_source_avgblur;
 extern const char *ff_opencl_source_overlay;
 extern const char *ff_opencl_source_unsharp;

diff --git a/libavfilter/vf_avgblur_opencl.c
b/libavfilter/vf_avgblur_opencl.c
new file mode 100644
index 0000000000..6e5ae4f32e
--- /dev/null
+++ b/libavfilter/vf_avgblur_opencl.c
@@ -0,0 +1,316 @@
+/*
+ * This file is part of FFmpeg.
+ *
+ * FFmpeg is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation; either
+ * version 2.1 of the License, or (at your option) any later version.
+ *
+ * FFmpeg is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with FFmpeg; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA
02110-1301 USA
+ */
+
+#include "libavutil/common.h"
+#include "libavutil/imgutils.h"
+#include "libavutil/mem.h"
+#include "libavutil/opt.h"
+#include "libavutil/pixdesc.h"
+
+#include "avfilter.h"
+#include "internal.h"
+#include "opencl.h"
+#include "opencl_source.h"
+#include "video.h"
+
+
+typedef struct AverageBlurOpenCLContext {
+    OpenCLFilterContext ocf;
+
+    int              initialised;
+    cl_kernel        kernel_horiz;
+    cl_kernel        kernel_vert;
+    cl_command_queue command_queue;
+
+    int radius;
+    int radiusV;
+    int planes;
+
+} AverageBlurOpenCLContext;
+
+
+static int avgblur_opencl_init(AVFilterContext *avctx)
+{
+    AverageBlurOpenCLContext *ctx = avctx->priv;
+    cl_int cle;
+    int err;
+
+    err = ff_opencl_filter_load_program(avctx, &ff_opencl_source_avgblur,
1);
+    if (err < 0)
+        goto fail;
+
+    ctx->command_queue = clCreateCommandQueue(ctx->ocf.hwctx->context,
+                                              ctx->ocf.hwctx->device_id,
+                                              0, &cle);
+    if (!ctx->command_queue) {
+        av_log(avctx, AV_LOG_ERROR, "Failed to create OpenCL "
+               "command queue: %d.\n", cle);
+        err = AVERROR(EIO);
+        goto fail;
+    }
+
+    ctx->kernel_horiz = clCreateKernel(ctx->ocf.program,"avgblur_horiz",
&cle);
+    if (!ctx->kernel_horiz) {
+        av_log(avctx, AV_LOG_ERROR, "Failed to create kernel: %d.\n", cle);
+        err = AVERROR(EIO);
+        goto fail;
+    }
+
+    ctx->kernel_vert = clCreateKernel(ctx->ocf.program,"avgblur_vert",
&cle);
+    if (!ctx->kernel_vert) {
+        av_log(avctx, AV_LOG_ERROR, "Failed to create kernel: %d.\n", cle);
+        err = AVERROR(EIO);
+        goto fail;
+    }
+
+    if (ctx->radiusV <= 0) {
+        ctx->radiusV = ctx->radius;
+    }
+
+    ctx->initialised = 1;
+    return 0;
+
+fail:
+    if (ctx->command_queue)
+        clReleaseCommandQueue(ctx->command_queue);
+    if (ctx->kernel_horiz)
+        clReleaseKernel(ctx->kernel_horiz);
+    if (ctx->kernel_vert)
+        clReleaseKernel(ctx->kernel_vert);
+    return err;
+}
+
+static int avgblur_opencl_filter_frame(AVFilterLink *inlink, AVFrame
*input)
+{
+    AVFilterContext    *avctx = inlink->dst;
+    AVFilterLink     *outlink = avctx->outputs[0];
+    AverageBlurOpenCLContext *ctx = avctx->priv;
+    AVFrame *output = NULL;
+    cl_int cle;
+    size_t global_work[2];
+    cl_mem src, dst;
+    int err, p;
+
+    av_log(ctx, AV_LOG_DEBUG, "Filter input: %s, %ux%u (%"PRId64").\n",
+           av_get_pix_fmt_name(input->format),
+           input->width, input->height, input->pts);
+
+    if (!input->hw_frames_ctx)
+        return AVERROR(EINVAL);
+
+    if (!ctx->initialised) {
+        err = avgblur_opencl_init(avctx);
+        if (err < 0)
+            goto fail;
+
+    }
+
+    output = ff_get_video_buffer(outlink, outlink->w, outlink->h);
+    if (!output) {
+        err = AVERROR(ENOMEM);
+        goto fail;
+    }
+
+    for (p = 0; p < FF_ARRAY_ELEMS(output->data); p++) {
+        src = (cl_mem) input->data[p];
+        dst = (cl_mem)output->data[p];
+
+        if (!dst)
+            break;
+
+        int radius_x = ctx->radius;
+        int radius_y = ctx->radiusV;
+
+        if (!(ctx->planes & (1 << p))) {
+            radius_x = 0;
+            radius_y = 0;
+        }
+
+        cle = clSetKernelArg(ctx->kernel_horiz, 0, sizeof(cl_mem), &dst);
+        if (cle != CL_SUCCESS) {
+            av_log(avctx, AV_LOG_ERROR, "Failed to set kernel "
+                   "destination image argument: %d.\n", cle);
+            goto fail;
+        }
+        cle = clSetKernelArg(ctx->kernel_horiz, 1, sizeof(cl_mem), &src);
+        if (cle != CL_SUCCESS) {
+            av_log(avctx, AV_LOG_ERROR, "Failed to set kernel "
+                   "source image argument: %d.\n", cle);
+            goto fail;
+        }
+        cle = clSetKernelArg(ctx->kernel_horiz, 2, sizeof(cl_int),
&radius_x);
+        if (cle != CL_SUCCESS) {
+            av_log(avctx, AV_LOG_ERROR, "Failed to set kernel "
+                   "sizeX argument: %d.\n", cle);
+            goto fail;
+        }
+
+        global_work[0] = output->width;
+        global_work[1] = output->height;
+
+        av_log(avctx, AV_LOG_DEBUG, "Run kernel on plane %d "
+               "(%"SIZE_SPECIFIER"x%"SIZE_SPECIFIER").\n",
+               p, global_work[0], global_work[1]);
+
+        cle = clEnqueueNDRangeKernel(ctx->command_queue,
ctx->kernel_horiz, 2, NULL,
+                                     global_work, NULL,
+                                     0, NULL, NULL);
+        if (cle != CL_SUCCESS) {
+            av_log(avctx, AV_LOG_ERROR, "Failed to enqueue kernel: %d.\n",
+                   cle);
+            err = AVERROR(EIO);
+            goto fail;
+        }
+
+        cle = clSetKernelArg(ctx->kernel_vert, 0, sizeof(cl_mem), &dst);
+        if (cle != CL_SUCCESS) {
+            av_log(avctx, AV_LOG_ERROR, "Failed to set kernel "
+                   "destination image argument: %d.\n", cle);
+            goto fail;
+        }
+        cle = clSetKernelArg(ctx->kernel_vert, 1, sizeof(cl_mem), &dst);
+        if (cle != CL_SUCCESS) {
+            av_log(avctx, AV_LOG_ERROR, "Failed to set kernel "
+                   "source image argument: %d.\n", cle);
+            goto fail;
+        }
+        cle = clSetKernelArg(ctx->kernel_vert, 2, sizeof(cl_int),
&radius_y);
+        if (cle != CL_SUCCESS) {
+            av_log(avctx, AV_LOG_ERROR, "Failed to set kernel "
+                   "sizeY argument: %d.\n", cle);
+            goto fail;
+        }
+
+        global_work[0] = output->width;
+        global_work[1] = output->height;
+
+        av_log(avctx, AV_LOG_DEBUG, "Run kernel on plane %d "
+               "(%"SIZE_SPECIFIER"x%"SIZE_SPECIFIER").\n",
+               p, global_work[0], global_work[1]);
+
+        cle = clEnqueueNDRangeKernel(ctx->command_queue, ctx->kernel_vert,
2, NULL,
+                                     global_work, NULL,
+                                     0, NULL, NULL);
+        if (cle != CL_SUCCESS) {
+            av_log(avctx, AV_LOG_ERROR, "Failed to enqueue kernel: %d.\n",
+                   cle);
+            err = AVERROR(EIO);
+            goto fail;
+        }
+
+    }
+
+    cle = clFinish(ctx->command_queue);
+    if (cle != CL_SUCCESS) {
+        av_log(avctx, AV_LOG_ERROR, "Failed to finish command queue:
%d.\n",
+               cle);
+        err = AVERROR(EIO);
+        goto fail;
+    }
+
+    err = av_frame_copy_props(output, input);
+    if (err < 0)
+        goto fail;
+
+    av_frame_free(&input);
+
+    av_log(ctx, AV_LOG_DEBUG, "Filter output: %s, %ux%u (%"PRId64").\n",
+           av_get_pix_fmt_name(output->format),
+           output->width, output->height, output->pts);
+
+    return ff_filter_frame(outlink, output);
+
+fail:
+    clFinish(ctx->command_queue);
+    av_frame_free(&input);
+    av_frame_free(&output);
+    return err;
+}
+
+static av_cold void avgblur_opencl_uninit(AVFilterContext *avctx)
+{
+    AverageBlurOpenCLContext *ctx = avctx->priv;
+    cl_int cle;
+
+
+    if (ctx->kernel_horiz) {
+        cle = clReleaseKernel(ctx->kernel_horiz);
+        if (cle != CL_SUCCESS)
+            av_log(avctx, AV_LOG_ERROR, "Failed to release "
+                   "kernel: %d.\n", cle);
+    }
+
+    if (ctx->kernel_vert) {
+        cle = clReleaseKernel(ctx->kernel_vert);
+        if (cle != CL_SUCCESS)
+            av_log(avctx, AV_LOG_ERROR, "Failed to release "
+                   "kernel: %d.\n", cle);
+    }
+
+    if (ctx->command_queue) {
+        cle = clReleaseCommandQueue(ctx->command_queue);
+        if (cle != CL_SUCCESS)
+            av_log(avctx, AV_LOG_ERROR, "Failed to release "
+                   "command queue: %d.\n", cle);
+    }
+
+    ff_opencl_filter_uninit(avctx);
+}
+
+#define OFFSET(x) offsetof(AverageBlurOpenCLContext, x)
+#define FLAGS (AV_OPT_FLAG_FILTERING_PARAM | AV_OPT_FLAG_VIDEO_PARAM)
+static const AVOption avgblur_opencl_options[] = {
+    { "sizeX",  "set horizontal size",  OFFSET(radius),  AV_OPT_TYPE_INT,
{.i64=1},   1, 1024, FLAGS },
+    { "planes", "set planes to filter", OFFSET(planes),  AV_OPT_TYPE_INT,
{.i64=0xF}, 0,  0xF, FLAGS },
+    { "sizeY",  "set vertical size",    OFFSET(radiusV), AV_OPT_TYPE_INT,
{.i64=0},   0, 1024, FLAGS },
+    { NULL }
+};
+
+AVFILTER_DEFINE_CLASS(avgblur_opencl);
+
+static const AVFilterPad avgblur_opencl_inputs[] = {
+    {
+        .name         = "default",
+        .type         = AVMEDIA_TYPE_VIDEO,
+        .filter_frame = &avgblur_opencl_filter_frame,
+        .config_props = &ff_opencl_filter_config_input,
+    },
+    { NULL }
+};
+
+static const AVFilterPad avgblur_opencl_outputs[] = {
+    {
+        .name         = "default",
+        .type         = AVMEDIA_TYPE_VIDEO,
+        .config_props = &ff_opencl_filter_config_output,
+    },
+    { NULL }
+};
+
+AVFilter ff_vf_avgblur_opencl = {
+    .name           = "avgblur_opencl",
+    .description    = NULL_IF_CONFIG_SMALL("Apply average blur filter"),
+    .priv_size      = sizeof(AverageBlurOpenCLContext),
+    .priv_class     = &avgblur_opencl_class,
+    .init           = &ff_opencl_filter_init,
+    .uninit         = &avgblur_opencl_uninit,
+    .query_formats  = &ff_opencl_filter_query_formats,
+    .inputs         = avgblur_opencl_inputs,
+    .outputs        = avgblur_opencl_outputs,
+    .flags_internal = FF_FILTER_FLAG_HWFRAME_AWARE,
+};


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