[FFmpeg-cvslog] avfilter: add libvmaf_cuda
Kyle Swanson
git at videolan.org
Wed Sep 27 20:23:05 EEST 2023
ffmpeg | branch: master | Kyle Swanson <kswanson at netflix.com> | Mon Sep 25 13:14:13 2023 +0100| [7f685d0f493bbfa44cf1b3b65f9347291e23872b] | committer: Kyle Swanson
avfilter: add libvmaf_cuda
Signed-off-by: Kyle Swanson <kswanson at netflix.com>
> http://git.videolan.org/gitweb.cgi/ffmpeg.git/?a=commit;h=7f685d0f493bbfa44cf1b3b65f9347291e23872b
---
configure | 2 +
doc/filters.texi | 26 ++++++
libavfilter/Makefile | 1 +
libavfilter/allfilters.c | 1 +
libavfilter/vf_libvmaf.c | 210 +++++++++++++++++++++++++++++++++++++++++++++++
5 files changed, 240 insertions(+)
diff --git a/configure b/configure
index 1ee8409617..6f9b223481 100755
--- a/configure
+++ b/configure
@@ -3833,6 +3833,7 @@ vflip_vulkan_filter_deps="vulkan spirv_compiler"
vidstabdetect_filter_deps="libvidstab"
vidstabtransform_filter_deps="libvidstab"
libvmaf_filter_deps="libvmaf"
+libvmaf_cuda_filter_deps="libvmaf libvmaf_cuda ffnvcodec"
zmq_filter_deps="libzmq"
zoompan_filter_deps="swscale"
zscale_filter_deps="libzimg const_nan"
@@ -6811,6 +6812,7 @@ enabled libuavs3d && require_pkg_config libuavs3d "uavs3d >= 1.1.41" uav
enabled libv4l2 && require_pkg_config libv4l2 libv4l2 libv4l2.h v4l2_ioctl
enabled libvidstab && require_pkg_config libvidstab "vidstab >= 0.98" vid.stab/libvidstab.h vsMotionDetectInit
enabled libvmaf && require_pkg_config libvmaf "libvmaf >= 2.0.0" libvmaf.h vmaf_init
+enabled libvmaf && check_pkg_config libvmaf_cuda "libvmaf >= 2.0.0" libvmaf_cuda.h vmaf_cuda_state_init
enabled libvo_amrwbenc && require libvo_amrwbenc vo-amrwbenc/enc_if.h E_IF_init -lvo-amrwbenc
enabled libvorbis && require_pkg_config libvorbis vorbis vorbis/codec.h vorbis_info_init &&
require_pkg_config libvorbisenc vorbisenc vorbis/vorbisenc.h vorbis_encode_init
diff --git a/doc/filters.texi b/doc/filters.texi
index 14a6be49ac..c25450cf6c 100644
--- a/doc/filters.texi
+++ b/doc/filters.texi
@@ -16928,6 +16928,32 @@ ffmpeg -i distorted.mpg -i reference.mkv -lavfi "[0:v]settb=AVTB,setpts=PTS-STAR
@end example
@end itemize
+ at section libvmaf_cuda
+
+This is the CUDA variant of the @ref{libvmaf} filter. It only accepts CUDA frames.
+
+It requires Netflix's vmaf library (libvmaf) as a pre-requisite.
+After installing the library it can be enabled using:
+ at code{./configure --enable-nonfree --enable-ffnvcodec --enable-libvmaf}.
+
+ at subsection Examples
+ at itemize
+
+ at item
+Basic usage showing CUVID hardware decoding and CUDA scaling with @ref{scale_cuda}:
+ at example
+ffmpeg \
+ -hwaccel cuda -hwaccel_output_format cuda -codec:v av1_cuvid -i dis.obu \
+ -hwaccel cuda -hwaccel_output_format cuda -codec:v av1_cuvid -i ref.obu \
+ -filter_complex "
+ [0:v]scale_cuda=format=yuv420p[ref]; \
+ [1:v]scale_cuda=format=yuv420p[dis]; \
+ [dis][ref]libvmaf_cuda=log_fmt=json:log_path=output.json
+ " \
+ -f null -
+ at end example
+ at end itemize
+
@section limitdiff
Apply limited difference filter using second and optionally third video stream.
diff --git a/libavfilter/Makefile b/libavfilter/Makefile
index 2fe0033b21..57f5809acb 100644
--- a/libavfilter/Makefile
+++ b/libavfilter/Makefile
@@ -363,6 +363,7 @@ OBJS-$(CONFIG_LENSCORRECTION_FILTER) += vf_lenscorrection.o
OBJS-$(CONFIG_LENSFUN_FILTER) += vf_lensfun.o
OBJS-$(CONFIG_LIBPLACEBO_FILTER) += vf_libplacebo.o vulkan.o vulkan_filter.o
OBJS-$(CONFIG_LIBVMAF_FILTER) += vf_libvmaf.o framesync.o
+OBJS-$(CONFIG_LIBVMAF_CUDA_FILTER) += vf_libvmaf.o framesync.o
OBJS-$(CONFIG_LIMITDIFF_FILTER) += vf_limitdiff.o framesync.o
OBJS-$(CONFIG_LIMITER_FILTER) += vf_limiter.o
OBJS-$(CONFIG_LOOP_FILTER) += f_loop.o
diff --git a/libavfilter/allfilters.c b/libavfilter/allfilters.c
index d4184d6e80..aa49703c6e 100644
--- a/libavfilter/allfilters.c
+++ b/libavfilter/allfilters.c
@@ -339,6 +339,7 @@ extern const AVFilter ff_vf_lenscorrection;
extern const AVFilter ff_vf_lensfun;
extern const AVFilter ff_vf_libplacebo;
extern const AVFilter ff_vf_libvmaf;
+extern const AVFilter ff_vf_libvmaf_cuda;
extern const AVFilter ff_vf_limitdiff;
extern const AVFilter ff_vf_limiter;
extern const AVFilter ff_vf_loop;
diff --git a/libavfilter/vf_libvmaf.c b/libavfilter/vf_libvmaf.c
index 67f0d6a22f..2726b061ac 100644
--- a/libavfilter/vf_libvmaf.c
+++ b/libavfilter/vf_libvmaf.c
@@ -24,6 +24,8 @@
* Calculate the VMAF between two input videos.
*/
+#include "config_components.h"
+
#include <libvmaf.h>
#include "libavutil/avstring.h"
@@ -36,6 +38,13 @@
#include "internal.h"
#include "video.h"
+#if CONFIG_LIBVMAF_CUDA_FILTER
+#include <libvmaf_cuda.h>
+
+#include "libavutil/hwcontext.h"
+#include "libavutil/hwcontext_cuda_internal.h"
+#endif
+
typedef struct LIBVMAFContext {
const AVClass *class;
FFFrameSync fs;
@@ -58,6 +67,9 @@ typedef struct LIBVMAFContext {
unsigned model_cnt;
unsigned frame_cnt;
unsigned bpc;
+#if CONFIG_LIBVMAF_CUDA_FILTER
+ VmafCudaState *cu_state;
+#endif
} LIBVMAFContext;
#define OFFSET(x) offsetof(LIBVMAFContext, x)
@@ -717,3 +729,201 @@ const AVFilter ff_vf_libvmaf = {
FILTER_OUTPUTS(libvmaf_outputs),
FILTER_PIXFMTS_ARRAY(pix_fmts),
};
+
+#if CONFIG_LIBVMAF_CUDA_FILTER
+static const enum AVPixelFormat supported_formats[] = {
+ AV_PIX_FMT_YUV420P,
+ AV_PIX_FMT_YUV444P16,
+};
+
+static int format_is_supported(enum AVPixelFormat fmt)
+{
+ int i;
+
+ for (i = 0; i < FF_ARRAY_ELEMS(supported_formats); i++)
+ if (supported_formats[i] == fmt)
+ return 1;
+ return 0;
+}
+
+static int config_props_cuda(AVFilterLink *outlink)
+{
+ int err;
+ AVFilterContext *ctx = outlink->src;
+ LIBVMAFContext *s = ctx->priv;
+ AVFilterLink *inlink = ctx->inputs[0];
+ AVHWFramesContext *frames_ctx = (AVHWFramesContext*) inlink->hw_frames_ctx->data;
+ AVCUDADeviceContext *device_hwctx = frames_ctx->device_ctx->hwctx;
+ CUcontext cu_ctx = device_hwctx->cuda_ctx;
+ const AVPixFmtDescriptor *desc = av_pix_fmt_desc_get(frames_ctx->sw_format);
+
+ VmafConfiguration cfg = {
+ .log_level = log_level_map(av_log_get_level()),
+ .n_subsample = s->n_subsample,
+ .n_threads = s->n_threads,
+ };
+
+ VmafCudaPictureConfiguration cuda_pic_cfg = {
+ .pic_params = {
+ .bpc = desc->comp[0].depth,
+ .w = inlink->w,
+ .h = inlink->h,
+ .pix_fmt = pix_fmt_map(frames_ctx->sw_format),
+ },
+ .pic_prealloc_method = VMAF_CUDA_PICTURE_PREALLOCATION_METHOD_DEVICE,
+ };
+
+ VmafCudaConfiguration cuda_cfg = {
+ .cu_ctx = cu_ctx,
+ };
+
+ if (!format_is_supported(frames_ctx->sw_format)) {
+ av_log(s, AV_LOG_ERROR,
+ "Unsupported input format: %s\n", desc->name);
+ return AVERROR(EINVAL);
+ }
+
+ err = vmaf_init(&s->vmaf, cfg);
+ if (err)
+ return AVERROR(EINVAL);
+
+ err = vmaf_cuda_state_init(&s->cu_state, cuda_cfg);
+ if (err)
+ return AVERROR(EINVAL);
+
+ err = vmaf_cuda_import_state(s->vmaf, s->cu_state);
+ if (err)
+ return AVERROR(EINVAL);
+
+ err = vmaf_cuda_preallocate_pictures(s->vmaf, cuda_pic_cfg);
+ if (err < 0)
+ return err;
+
+ err = parse_deprecated_options(ctx);
+ if (err)
+ return err;
+
+ err = parse_models(ctx);
+ if (err)
+ return err;
+
+ err = parse_features(ctx);
+ if (err)
+ return err;
+
+ return config_output(outlink);
+}
+
+static int copy_picture_data_cuda(VmafContext* vmaf,
+ AVCUDADeviceContext* device_hwctx,
+ AVFrame* src, VmafPicture* dst,
+ enum AVPixelFormat pix_fmt)
+{
+ const AVPixFmtDescriptor *pix_desc = av_pix_fmt_desc_get(pix_fmt);
+ CudaFunctions *cu = device_hwctx->internal->cuda_dl;
+
+ CUDA_MEMCPY2D m = {
+ .srcMemoryType = CU_MEMORYTYPE_DEVICE,
+ .dstMemoryType = CU_MEMORYTYPE_DEVICE,
+ };
+
+ int err = vmaf_cuda_fetch_preallocated_picture(vmaf, dst);
+ if (err)
+ return AVERROR(ENOMEM);
+
+ err = cu->cuCtxPushCurrent(device_hwctx->cuda_ctx);
+ if (err)
+ return AVERROR_EXTERNAL;
+
+ for (unsigned i = 0; i < pix_desc->nb_components; i++) {
+ m.srcDevice = (CUdeviceptr) src->data[i];
+ m.srcPitch = src->linesize[i];
+ m.dstDevice = (CUdeviceptr) dst->data[i];
+ m.dstPitch = dst->stride[i];
+ m.WidthInBytes = dst->w[i] * ((dst->bpc + 7) / 8);
+ m.Height = dst->h[i];
+
+ err = cu->cuMemcpy2D(&m);
+ if (err)
+ return AVERROR_EXTERNAL;
+ break;
+ }
+
+ err = cu->cuCtxPopCurrent(NULL);
+ if (err)
+ return AVERROR_EXTERNAL;
+
+ return 0;
+}
+
+static int do_vmaf_cuda(FFFrameSync* fs)
+{
+ AVFilterContext* ctx = fs->parent;
+ LIBVMAFContext* s = ctx->priv;
+ AVFilterLink *inlink = ctx->inputs[0];
+ AVHWFramesContext *frames_ctx = (AVHWFramesContext*) inlink->hw_frames_ctx->data;
+ AVCUDADeviceContext *device_hwctx = frames_ctx->device_ctx->hwctx;
+ VmafPicture pic_ref, pic_dist;
+ AVFrame *ref, *dist;
+
+ int err = 0;
+
+ err = ff_framesync_dualinput_get(fs, &dist, &ref);
+ if (err < 0)
+ return err;
+ if (ctx->is_disabled || !ref)
+ return ff_filter_frame(ctx->outputs[0], dist);
+
+ err = copy_picture_data_cuda(s->vmaf, device_hwctx, ref, &pic_ref,
+ frames_ctx->sw_format);
+ if (err) {
+ av_log(s, AV_LOG_ERROR, "problem during copy_picture_data_cuda.\n");
+ return AVERROR(ENOMEM);
+ }
+
+ err = copy_picture_data_cuda(s->vmaf, device_hwctx, dist, &pic_dist,
+ frames_ctx->sw_format);
+ if (err) {
+ av_log(s, AV_LOG_ERROR, "problem during copy_picture_data_cuda.\n");
+ return AVERROR(ENOMEM);
+ }
+
+ err = vmaf_read_pictures(s->vmaf, &pic_ref, &pic_dist, s->frame_cnt++);
+ if (err) {
+ av_log(s, AV_LOG_ERROR, "problem during vmaf_read_pictures.\n");
+ return AVERROR(EINVAL);
+ }
+
+ return ff_filter_frame(ctx->outputs[0], dist);
+}
+
+static av_cold int init_cuda(AVFilterContext *ctx)
+{
+ LIBVMAFContext *s = ctx->priv;
+ s->fs.on_event = do_vmaf_cuda;
+ return 0;
+}
+
+static const AVFilterPad libvmaf_outputs_cuda[] = {
+ {
+ .name = "default",
+ .type = AVMEDIA_TYPE_VIDEO,
+ .config_props = config_props_cuda,
+ },
+};
+
+const AVFilter ff_vf_libvmaf_cuda = {
+ .name = "libvmaf_cuda",
+ .description = NULL_IF_CONFIG_SMALL("Calculate the VMAF between two video streams."),
+ .preinit = libvmaf_framesync_preinit,
+ .init = init_cuda,
+ .uninit = uninit,
+ .activate = activate,
+ .priv_size = sizeof(LIBVMAFContext),
+ .priv_class = &libvmaf_class,
+ FILTER_INPUTS(libvmaf_inputs),
+ FILTER_OUTPUTS(libvmaf_outputs_cuda),
+ FILTER_SINGLE_PIXFMT(AV_PIX_FMT_CUDA),
+ .flags_internal = FF_FILTER_FLAG_HWFRAME_AWARE,
+};
+#endif
More information about the ffmpeg-cvslog
mailing list