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https://gitlab.freedesktop.org/gstreamer/gstreamer.git
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1b5f026119
Adding a CUDA example element for plugin developers Part-of: <https://gitlab.freedesktop.org/gstreamer/gstreamer/-/merge_requests/7004>
481 lines
15 KiB
C
481 lines
15 KiB
C
/* GStreamer
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* Copyright (C) 2024 Seungha Yang <seungha@centricular.com>
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*
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* This library is free software; you can redistribute it and/or
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* modify it under the terms of the GNU Library General Public
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* License as published by the Free Software Foundation; either
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* version 2 of the License, or (at your option) any later version.
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*
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* This library is distributed in the hope that it will be useful,
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* but WITHOUT ANY WARRANTY; without even the implied warranty of
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* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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* Library General Public License for more details.
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*
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* You should have received a copy of the GNU Library General Public
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* License along with this library; if not, write to the
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* Free Software Foundation, Inc., 51 Franklin St, Fifth Floor,
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* Boston, MA 02110-1301, USA.
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*/
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/* A CUDA based inplace transform example implementation.
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*
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* Apart from general requirements for a GStreamer element and CUDA programming,
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* plugin developers should implement GstContext handling for a single
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* GstCudaContext to be shared in the pipeline. That requires
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* GstElementClass::set_context() vfunc and GstQuery handler
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*
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* In addition to the GstContext handling, in case of multi-GPU system,
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* GstCudaContext update might need to be handled since upstream element
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* can produce CUDA memory which belongs to different GPU.
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*
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* This example CUDA element demonstrates:
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* - GstContext handling (device selection and GstCudaContext allocation)
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* - GstCudaContext update if needed via GstBaseTransform::before_transform() vfunc
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* - Simple CUDA operation in a GstBaseTransform subclass
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*
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* Note that CUDA API error handling is omitted to simplify the code
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*/
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#ifdef HAVE_CONFIG_H
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#include "config.h"
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#endif
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#include "cuda-transform-ip-template.h"
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#ifdef G_OS_WIN32
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#include <windows.h>
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#endif
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#include <gst/video/video.h>
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#include <gst/cuda/gstcuda.h>
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#include <string.h>
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GST_DEBUG_CATEGORY_STATIC (gst_cuda_transform_ip_debug);
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#define GST_CAT_DEFAULT gst_cuda_transform_ip_debug
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#define STATIC_CAPS \
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GST_STATIC_CAPS ( \
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GST_VIDEO_CAPS_MAKE_WITH_FEATURES (GST_CAPS_FEATURE_MEMORY_CUDA_MEMORY, \
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"Y444"))
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static GstStaticPadTemplate sink_template = GST_STATIC_PAD_TEMPLATE ("sink",
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GST_PAD_SINK, GST_PAD_ALWAYS, STATIC_CAPS);
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static GstStaticPadTemplate src_template = GST_STATIC_PAD_TEMPLATE ("src",
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GST_PAD_SRC, GST_PAD_ALWAYS, STATIC_CAPS);
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enum
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{
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PROP_0,
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PROP_DEVICE_ID,
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PROP_UPDATE_IMAGE,
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};
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// -1 = uses any GPU. Element will accept any already existing CUDA context
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// in the pipeline or user provided one
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// others: Explicit GPU selection
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#define DEFAULT_DEVICE_ID -1
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#define DEFAULT_UPDATE_IMAGE TRUE
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struct _GstCudaTransformIp
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{
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GstBaseTransform parent;
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GstCudaContext *context;
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GstVideoInfo info;
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guint8 *read_host_mem;
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guint8 *write_host_mem;
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guint stride;
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guint size;
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/* Protects context since context update can happen in streaming thread
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* as well */
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GRecMutex lock;
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gboolean update_image;
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gint device_id;
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};
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static void gst_cuda_transform_ip_dispose (GObject * object);
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static void gst_cuda_transform_ip_finalize (GObject * object);
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static void gst_cuda_transform_ip_set_property (GObject * object,
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guint prop_id, const GValue * value, GParamSpec * pspec);
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static void gst_cuda_transform_ip_get_property (GObject * object,
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guint prop_id, GValue * value, GParamSpec * pspec);
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static void gst_cuda_transform_ip_set_context (GstElement * element,
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GstContext * context);
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static gboolean gst_cuda_transform_ip_start (GstBaseTransform * trans);
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static gboolean gst_cuda_transform_ip_stop (GstBaseTransform * trans);
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static gboolean gst_cuda_transform_ip_set_caps (GstBaseTransform * trans,
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GstCaps * incaps, GstCaps * outcaps);
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static gboolean gst_cuda_transform_ip_query (GstBaseTransform * trans,
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GstPadDirection direction, GstQuery * query);
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static void gst_cuda_transform_ip_before_transform (GstBaseTransform * trans,
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GstBuffer * buffer);
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static GstFlowReturn gst_cuda_transform_ip_execute (GstBaseTransform * trans,
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GstBuffer * buffer);
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#define gst_cuda_transform_ip_parent_class parent_class
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G_DEFINE_TYPE (GstCudaTransformIp, gst_cuda_transform_ip,
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GST_TYPE_BASE_TRANSFORM);
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static void
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gst_cuda_transform_ip_class_init (GstCudaTransformIpClass * klass)
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{
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GObjectClass *object_class = G_OBJECT_CLASS (klass);
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GstElementClass *element_class = GST_ELEMENT_CLASS (klass);
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GstBaseTransformClass *trans_class = GST_BASE_TRANSFORM_CLASS (klass);
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object_class->dispose = gst_cuda_transform_ip_dispose;
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object_class->finalize = gst_cuda_transform_ip_finalize;
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object_class->set_property = gst_cuda_transform_ip_set_property;
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object_class->get_property = gst_cuda_transform_ip_get_property;
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g_object_class_install_property (object_class, PROP_DEVICE_ID,
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g_param_spec_int ("cuda-device-id",
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"CUDA Device ID", "CUDA GPU device id (-1 = auto)",
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-1, G_MAXINT, DEFAULT_DEVICE_ID,
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G_PARAM_READWRITE | GST_PARAM_MUTABLE_READY |
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G_PARAM_STATIC_STRINGS));
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g_object_class_install_property (object_class, PROP_UPDATE_IMAGE,
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g_param_spec_boolean ("update-image", "Image Update",
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"Update image to gray", DEFAULT_UPDATE_IMAGE,
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G_PARAM_READWRITE | G_PARAM_STATIC_STRINGS));
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element_class->set_context =
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GST_DEBUG_FUNCPTR (gst_cuda_transform_ip_set_context);
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gst_element_class_add_static_pad_template (element_class, &sink_template);
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gst_element_class_add_static_pad_template (element_class, &src_template);
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gst_element_class_set_static_metadata (element_class,
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"CUDA transform-ip", "Filter/Video",
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"CUDA in-place transform template element",
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"Seungha Yang <seungha@centricular.com>");
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trans_class->start = GST_DEBUG_FUNCPTR (gst_cuda_transform_ip_start);
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trans_class->stop = GST_DEBUG_FUNCPTR (gst_cuda_transform_ip_stop);
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trans_class->query = GST_DEBUG_FUNCPTR (gst_cuda_transform_ip_query);
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trans_class->before_transform =
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GST_DEBUG_FUNCPTR (gst_cuda_transform_ip_before_transform);
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trans_class->set_caps = GST_DEBUG_FUNCPTR (gst_cuda_transform_ip_set_caps);
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trans_class->transform_ip = GST_DEBUG_FUNCPTR (gst_cuda_transform_ip_execute);
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}
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static void
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gst_cuda_transform_ip_init (GstCudaTransformIp * self)
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{
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self->device_id = DEFAULT_DEVICE_ID;
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self->update_image = DEFAULT_UPDATE_IMAGE;
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g_rec_mutex_init (&self->lock);
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}
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static void
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gst_cuda_transform_ip_dispose (GObject * object)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (object);
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gst_clear_object (&self->context);
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G_OBJECT_CLASS (parent_class)->dispose (object);
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}
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static void
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gst_cuda_transform_ip_finalize (GObject * object)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (object);
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g_rec_mutex_clear (&self->lock);
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G_OBJECT_CLASS (parent_class)->finalize (object);
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}
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static void
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gst_cuda_transform_ip_set_property (GObject * object, guint prop_id,
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const GValue * value, GParamSpec * pspec)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (object);
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g_rec_mutex_lock (&self->lock);
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switch (prop_id) {
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case PROP_DEVICE_ID:
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self->device_id = g_value_get_int (value);
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break;
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case PROP_UPDATE_IMAGE:
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self->update_image = g_value_get_boolean (value);
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break;
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default:
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G_OBJECT_WARN_INVALID_PROPERTY_ID (object, prop_id, pspec);
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break;
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}
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g_rec_mutex_unlock (&self->lock);
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}
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static void
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gst_cuda_transform_ip_get_property (GObject * object, guint prop_id,
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GValue * value, GParamSpec * pspec)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (object);
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g_rec_mutex_lock (&self->lock);
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switch (prop_id) {
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case PROP_DEVICE_ID:
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g_value_set_int (value, self->device_id);
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break;
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case PROP_UPDATE_IMAGE:
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g_value_set_boolean (value, self->update_image);
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break;
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default:
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G_OBJECT_WARN_INVALID_PROPERTY_ID (object, prop_id, pspec);
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break;
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}
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g_rec_mutex_unlock (&self->lock);
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}
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static void
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gst_cuda_transform_ip_set_context (GstElement * element, GstContext * context)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (element);
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g_rec_mutex_lock (&self->lock);
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/* Util function which parses GstContex type and sets cuda context if
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* given GstContext holds GstCudaContext with matching device-id */
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gst_cuda_handle_set_context (element,
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context, self->device_id, &self->context);
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g_rec_mutex_unlock (&self->lock);
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GST_ELEMENT_CLASS (parent_class)->set_context (element, context);
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}
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static gboolean
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gst_cuda_transform_ip_start (GstBaseTransform * trans)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (trans);
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gboolean ret;
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g_rec_mutex_lock (&self->lock);
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/* Util function which queries GstCudaContext and creates if needed */
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ret = gst_cuda_ensure_element_context (GST_ELEMENT (self), self->device_id,
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&self->context);
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g_rec_mutex_unlock (&self->lock);
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if (!ret) {
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GST_ELEMENT_ERROR (self, RESOURCE, NOT_FOUND, (NULL),
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("CUDA device unavailable"));
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return FALSE;
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}
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return TRUE;
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}
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static void
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gst_cuda_transform_ip_prepare_resource (GstCudaTransformIp * self)
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{
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gst_cuda_context_push (self->context);
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CuMemAllocHost ((void **) &self->read_host_mem, self->size);
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CuMemAllocHost ((void **) &self->write_host_mem, self->size);
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gst_cuda_context_pop (NULL);
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memset (self->write_host_mem, 128, self->size);
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}
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static void
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gst_cuda_transform_ip_release_resource (GstCudaTransformIp * self)
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{
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if (self->read_host_mem) {
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gst_cuda_context_push (self->context);
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CuMemFreeHost (self->read_host_mem);
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self->read_host_mem = NULL;
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CuMemFreeHost (self->write_host_mem);
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self->write_host_mem = NULL;
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gst_cuda_context_pop (NULL);
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}
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}
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static gboolean
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gst_cuda_transform_ip_stop (GstBaseTransform * trans)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (trans);
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gst_cuda_transform_ip_release_resource (self);
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gst_clear_object (&self->context);
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return TRUE;
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}
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static gboolean
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gst_cuda_transform_ip_query (GstBaseTransform * trans,
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GstPadDirection direction, GstQuery * query)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (trans);
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switch (GST_QUERY_TYPE (query)) {
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case GST_QUERY_CONTEXT:
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{
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gboolean ret;
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g_rec_mutex_lock (&self->lock);
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ret = gst_cuda_handle_context_query (GST_ELEMENT (self), query,
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self->context);
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g_rec_mutex_unlock (&self->lock);
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/* Returns immediately if context query is handled here */
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if (ret)
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return TRUE;
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break;
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}
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default:
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break;
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}
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return GST_BASE_TRANSFORM_CLASS (parent_class)->query (trans,
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direction, query);
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}
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static gboolean
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gst_cuda_transform_ip_set_caps (GstBaseTransform * trans, GstCaps * incaps,
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GstCaps * outcaps)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (trans);
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gst_cuda_transform_ip_release_resource (self);
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if (!gst_video_info_from_caps (&self->info, incaps)) {
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GST_ERROR_OBJECT (self, "Invalid caps %" GST_PTR_FORMAT, incaps);
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return FALSE;
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}
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/* Prepare resolution dependent resources */
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self->stride = GST_ROUND_UP_64 (self->info.stride[0]);
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self->size = self->stride * self->info.height;
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gst_cuda_transform_ip_prepare_resource (self);
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return TRUE;
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}
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/* Checks GstCudaMemory's context and updates ours if needed */
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static void
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gst_cuda_transform_ip_before_transform (GstBaseTransform * trans,
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GstBuffer * buffer)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (trans);
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GstMemory *mem;
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GstCudaMemory *cmem;
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mem = gst_buffer_peek_memory (buffer, 0);
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g_assert (gst_is_cuda_memory (mem));
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cmem = GST_CUDA_MEMORY_CAST (mem);
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if (cmem->context != self->context) {
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GST_INFO_OBJECT (self, "updating context");
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g_rec_mutex_lock (&self->lock);
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gst_cuda_transform_ip_release_resource (self);
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gst_clear_object (&self->context);
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self->context = gst_object_ref (cmem->context);
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gst_cuda_transform_ip_prepare_resource (self);
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g_rec_mutex_unlock (&self->lock);
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}
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}
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static GstFlowReturn
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gst_cuda_transform_ip_execute (GstBaseTransform * trans, GstBuffer * buffer)
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{
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GstCudaTransformIp *self = GST_CUDA_TRANSFORM_IP (trans);
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GstMemory *mem;
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GstCudaMemory *cmem;
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CUstream stream;
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GstVideoFrame frame;
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GstMapFlags flags = GST_MAP_CUDA;
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CUDA_MEMCPY2D params;
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gboolean update_image;
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g_rec_mutex_lock (&self->lock);
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update_image = self->update_image;
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g_rec_mutex_unlock (&self->lock);
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/* Gets memory to access cuda stream object */
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mem = gst_buffer_peek_memory (buffer, 0);
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g_assert (gst_is_cuda_memory (mem));
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cmem = GST_CUDA_MEMORY_CAST (mem);
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/* NOTE: gst_cuda_stream_get_handle() is null-safe and will return
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* default stream if GstCudaStream is nullptr */
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stream = gst_cuda_stream_get_handle (gst_cuda_memory_get_stream (cmem));
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/* BEGIN-ELEMENT-SPECIFIC-PROCESSING */
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if (update_image) {
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/* Emulating image update process (e.g., image enhancement) */
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flags |= GST_MAP_WRITE;
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} else {
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/* Emulating image analysis process (e.g., edge detection) */
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flags |= GST_MAP_READ;
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}
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if (!gst_video_frame_map (&frame, &self->info, buffer, flags)) {
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GST_ERROR_OBJECT (self, "Couldn't map buffer");
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return GST_FLOW_ERROR;
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}
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memset (¶ms, 0, sizeof (params));
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gst_cuda_context_push (self->context);
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if (update_image) {
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params.srcMemoryType = CU_MEMORYTYPE_HOST;
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params.srcHost = self->write_host_mem;
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params.srcPitch = self->stride;
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params.dstMemoryType = CU_MEMORYTYPE_DEVICE;
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params.dstDevice = (CUdeviceptr) GST_VIDEO_FRAME_PLANE_DATA (&frame, 1);
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params.dstPitch = GST_VIDEO_FRAME_PLANE_STRIDE (&frame, 1);
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params.WidthInBytes = GST_VIDEO_FRAME_WIDTH (&frame);
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params.Height = GST_VIDEO_FRAME_HEIGHT (&frame);
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/* Upload to U plane */
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CuMemcpy2DAsync (¶ms, stream);
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params.dstDevice = (CUdeviceptr) GST_VIDEO_FRAME_PLANE_DATA (&frame, 2);
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/* Upload to V plane */
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CuMemcpy2DAsync (¶ms, stream);
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} else {
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/* Download Y plane data */
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params.srcMemoryType = CU_MEMORYTYPE_DEVICE;
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params.srcDevice = (CUdeviceptr) GST_VIDEO_FRAME_PLANE_DATA (&frame, 0);
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params.srcPitch = GST_VIDEO_FRAME_PLANE_STRIDE (&frame, 0);
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params.dstMemoryType = CU_MEMORYTYPE_HOST;
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params.dstHost = self->read_host_mem;
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params.dstPitch = self->stride;
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params.WidthInBytes = GST_VIDEO_FRAME_WIDTH (&frame);
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params.Height = GST_VIDEO_FRAME_HEIGHT (&frame);
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CuMemcpy2DAsync (¶ms, stream);
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CuStreamSynchronize (stream);
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/* Do something */
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}
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gst_cuda_context_pop (NULL);
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gst_video_frame_unmap (&frame);
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if (update_image) {
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/* Writable map can replace memory of the given buffer if memory was not
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* writable when map() was called. Gets memory pointer again */
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mem = gst_buffer_peek_memory (buffer, 0);
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/* We skipped CuStreamSynchronize() above. Mark this memory is not
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* synchronized yet */
|
|
GST_MINI_OBJECT_FLAG_SET (mem, GST_CUDA_MEMORY_TRANSFER_NEED_SYNC);
|
|
}
|
|
|
|
/* END-ELEMENT-SPECIFIC-PROCESSING */
|
|
|
|
return GST_FLOW_OK;
|
|
}
|