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1 /*
2 * Copyright (c) 2017, NVIDIA CORPORATION. All rights reserved.
3 *
4 * Permission is hereby granted, free of charge, to any person obtaining a
5 * copy of this software and associated documentation files (the "Software"),
6 * to deal in the Software without restriction, including without limitation
7 * the rights to use, copy, modify, merge, publish, distribute, sublicense,
8 * and/or sell copies of the Software, and to permit persons to whom the
9 * Software is furnished to do so, subject to the following conditions:
10 *
11 * The above copyright notice and this permission notice shall be included in
12 * all copies or substantial portions of the Software.
13 *
14 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
15 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
16 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL
17 * THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
18 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
19 * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
20 * DEALINGS IN THE SOFTWARE.
21 */
22 
23 #include <float.h>
24 #include <stdio.h>
25 #include <string.h>
26 
27 #include "libavutil/avstring.h"
28 #include "libavutil/common.h"
29 #include "libavutil/hwcontext.h"
30 #include "libavutil/hwcontext_cuda_internal.h"
31 #include "libavutil/cuda_check.h"
32 #include "libavutil/internal.h"
33 #include "libavutil/opt.h"
34 #include "libavutil/pixdesc.h"
35 
36 #include "avfilter.h"
37 #include "formats.h"
38 #include "internal.h"
39 #include "scale_eval.h"
40 #include "video.h"
41 
42 #include "cuda/load_helper.h"
43 #include "vf_scale_cuda.h"
44 
45 static const enum AVPixelFormat supported_formats[] = {
46     AV_PIX_FMT_YUV420P,
47     AV_PIX_FMT_NV12,
48     AV_PIX_FMT_YUV444P,
49     AV_PIX_FMT_P010,
50     AV_PIX_FMT_P016,
51     AV_PIX_FMT_YUV444P16,
52     AV_PIX_FMT_0RGB32,
53     AV_PIX_FMT_0BGR32,
54 };
55 
56 #define DIV_UP(a, b) ( ((a) + (b) - 1) / (b) )
57 #define BLOCKX 32
58 #define BLOCKY 16
59 
60 #define CHECK_CU(x) FF_CUDA_CHECK_DL(ctx, s->hwctx->internal->cuda_dl, x)
61 
62 enum {
63     INTERP_ALGO_DEFAULT,
64 
65     INTERP_ALGO_NEAREST,
66     INTERP_ALGO_BILINEAR,
67     INTERP_ALGO_BICUBIC,
68     INTERP_ALGO_LANCZOS,
69 
70     INTERP_ALGO_COUNT
71 };
72 
73 typedef struct CUDAScaleContext {
74     const AVClass *class;
75 
76     AVCUDADeviceContext *hwctx;
77 
78     enum AVPixelFormat in_fmt, out_fmt;
79     const AVPixFmtDescriptor *in_desc, *out_desc;
80     int in_planes, out_planes;
81     int in_plane_depths[4];
82     int in_plane_channels[4];
83 
84     AVBufferRef *frames_ctx;
85     AVFrame     *frame;
86 
87     AVFrame *tmp_frame;
88     int passthrough;
89 
90     /**
91      * Output sw format. AV_PIX_FMT_NONE for no conversion.
92      */
93     enum AVPixelFormat format;
94 
95     char *w_expr;               ///< width  expression string
96     char *h_expr;               ///< height expression string
97 
98     int force_original_aspect_ratio;
99     int force_divisible_by;
100 
101     CUcontext   cu_ctx;
102     CUmodule    cu_module;
103     CUfunction  cu_func;
104     CUfunction  cu_func_uv;
105     CUstream    cu_stream;
106 
107     int interp_algo;
108     int interp_use_linear;
109     int interp_as_integer;
110 
111     float param;
112 } CUDAScaleContext;
113 
cudascale_init(AVFilterContext * ctx)114 static av_cold int cudascale_init(AVFilterContext *ctx)
115 {
116     CUDAScaleContext *s = ctx->priv;
117 
118     s->frame = av_frame_alloc();
119     if (!s->frame)
120         return AVERROR(ENOMEM);
121 
122     s->tmp_frame = av_frame_alloc();
123     if (!s->tmp_frame)
124         return AVERROR(ENOMEM);
125 
126     return 0;
127 }
128 
cudascale_uninit(AVFilterContext * ctx)129 static av_cold void cudascale_uninit(AVFilterContext *ctx)
130 {
131     CUDAScaleContext *s = ctx->priv;
132 
133     if (s->hwctx && s->cu_module) {
134         CudaFunctions *cu = s->hwctx->internal->cuda_dl;
135         CUcontext dummy;
136 
137         CHECK_CU(cu->cuCtxPushCurrent(s->hwctx->cuda_ctx));
138         CHECK_CU(cu->cuModuleUnload(s->cu_module));
139         s->cu_module = NULL;
140         CHECK_CU(cu->cuCtxPopCurrent(&dummy));
141     }
142 
143     av_frame_free(&s->frame);
144     av_buffer_unref(&s->frames_ctx);
145     av_frame_free(&s->tmp_frame);
146 }
147 
init_hwframe_ctx(CUDAScaleContext * s,AVBufferRef * device_ctx,int width,int height)148 static av_cold int init_hwframe_ctx(CUDAScaleContext *s, AVBufferRef *device_ctx, int width, int height)
149 {
150     AVBufferRef *out_ref = NULL;
151     AVHWFramesContext *out_ctx;
152     int ret;
153 
154     out_ref = av_hwframe_ctx_alloc(device_ctx);
155     if (!out_ref)
156         return AVERROR(ENOMEM);
157     out_ctx = (AVHWFramesContext*)out_ref->data;
158 
159     out_ctx->format    = AV_PIX_FMT_CUDA;
160     out_ctx->sw_format = s->out_fmt;
161     out_ctx->width     = FFALIGN(width,  32);
162     out_ctx->height    = FFALIGN(height, 32);
163 
164     ret = av_hwframe_ctx_init(out_ref);
165     if (ret < 0)
166         goto fail;
167 
168     av_frame_unref(s->frame);
169     ret = av_hwframe_get_buffer(out_ref, s->frame, 0);
170     if (ret < 0)
171         goto fail;
172 
173     s->frame->width  = width;
174     s->frame->height = height;
175 
176     av_buffer_unref(&s->frames_ctx);
177     s->frames_ctx = out_ref;
178 
179     return 0;
180 fail:
181     av_buffer_unref(&out_ref);
182     return ret;
183 }
184 
format_is_supported(enum AVPixelFormat fmt)185 static int format_is_supported(enum AVPixelFormat fmt)
186 {
187     int i;
188 
189     for (i = 0; i < FF_ARRAY_ELEMS(supported_formats); i++)
190         if (supported_formats[i] == fmt)
191             return 1;
192     return 0;
193 }
194 
set_format_info(AVFilterContext * ctx,enum AVPixelFormat in_format,enum AVPixelFormat out_format)195 static av_cold void set_format_info(AVFilterContext *ctx, enum AVPixelFormat in_format, enum AVPixelFormat out_format)
196 {
197     CUDAScaleContext *s = ctx->priv;
198     int i, p, d;
199 
200     s->in_fmt = in_format;
201     s->out_fmt = out_format;
202 
203     s->in_desc  = av_pix_fmt_desc_get(s->in_fmt);
204     s->out_desc = av_pix_fmt_desc_get(s->out_fmt);
205     s->in_planes  = av_pix_fmt_count_planes(s->in_fmt);
206     s->out_planes = av_pix_fmt_count_planes(s->out_fmt);
207 
208     // find maximum step of each component of each plane
209     // For our subset of formats, this should accurately tell us how many channels CUDA needs
210     // i.e. 1 for Y plane, 2 for UV plane of NV12, 4 for single plane of RGB0 formats
211 
212     for (i = 0; i < s->in_desc->nb_components; i++) {
213         d = (s->in_desc->comp[i].depth + 7) / 8;
214         p = s->in_desc->comp[i].plane;
215         s->in_plane_channels[p] = FFMAX(s->in_plane_channels[p], s->in_desc->comp[i].step / d);
216 
217         s->in_plane_depths[p] = s->in_desc->comp[i].depth;
218     }
219 }
220 
init_processing_chain(AVFilterContext * ctx,int in_width,int in_height,int out_width,int out_height)221 static av_cold int init_processing_chain(AVFilterContext *ctx, int in_width, int in_height,
222                                          int out_width, int out_height)
223 {
224     CUDAScaleContext *s = ctx->priv;
225 
226     AVHWFramesContext *in_frames_ctx;
227 
228     enum AVPixelFormat in_format;
229     enum AVPixelFormat out_format;
230     int ret;
231 
232     /* check that we have a hw context */
233     if (!ctx->inputs[0]->hw_frames_ctx) {
234         av_log(ctx, AV_LOG_ERROR, "No hw context provided on input\n");
235         return AVERROR(EINVAL);
236     }
237     in_frames_ctx = (AVHWFramesContext*)ctx->inputs[0]->hw_frames_ctx->data;
238     in_format     = in_frames_ctx->sw_format;
239     out_format    = (s->format == AV_PIX_FMT_NONE) ? in_format : s->format;
240 
241     if (!format_is_supported(in_format)) {
242         av_log(ctx, AV_LOG_ERROR, "Unsupported input format: %s\n",
243                av_get_pix_fmt_name(in_format));
244         return AVERROR(ENOSYS);
245     }
246     if (!format_is_supported(out_format)) {
247         av_log(ctx, AV_LOG_ERROR, "Unsupported output format: %s\n",
248                av_get_pix_fmt_name(out_format));
249         return AVERROR(ENOSYS);
250     }
251 
252     set_format_info(ctx, in_format, out_format);
253 
254     if (s->passthrough && in_width == out_width && in_height == out_height && in_format == out_format) {
255         s->frames_ctx = av_buffer_ref(ctx->inputs[0]->hw_frames_ctx);
256         if (!s->frames_ctx)
257             return AVERROR(ENOMEM);
258     } else {
259         s->passthrough = 0;
260 
261         ret = init_hwframe_ctx(s, in_frames_ctx->device_ref, out_width, out_height);
262         if (ret < 0)
263             return ret;
264 
265         if (in_width == out_width && in_height == out_height &&
266             in_format == out_format && s->interp_algo == INTERP_ALGO_DEFAULT)
267             s->interp_algo = INTERP_ALGO_NEAREST;
268     }
269 
270     ctx->outputs[0]->hw_frames_ctx = av_buffer_ref(s->frames_ctx);
271     if (!ctx->outputs[0]->hw_frames_ctx)
272         return AVERROR(ENOMEM);
273 
274     return 0;
275 }
276 
cudascale_load_functions(AVFilterContext * ctx)277 static av_cold int cudascale_load_functions(AVFilterContext *ctx)
278 {
279     CUDAScaleContext *s = ctx->priv;
280     CUcontext dummy, cuda_ctx = s->hwctx->cuda_ctx;
281     CudaFunctions *cu = s->hwctx->internal->cuda_dl;
282     char buf[128];
283     int ret;
284 
285     const char *in_fmt_name = av_get_pix_fmt_name(s->in_fmt);
286     const char *out_fmt_name = av_get_pix_fmt_name(s->out_fmt);
287 
288     const char *function_infix = "";
289 
290     extern const unsigned char ff_vf_scale_cuda_ptx_data[];
291     extern const unsigned int ff_vf_scale_cuda_ptx_len;
292 
293     switch(s->interp_algo) {
294     case INTERP_ALGO_NEAREST:
295         function_infix = "Nearest";
296         s->interp_use_linear = 0;
297         s->interp_as_integer = 1;
298         break;
299     case INTERP_ALGO_BILINEAR:
300         function_infix = "Bilinear";
301         s->interp_use_linear = 1;
302         s->interp_as_integer = 1;
303         break;
304     case INTERP_ALGO_DEFAULT:
305     case INTERP_ALGO_BICUBIC:
306         function_infix = "Bicubic";
307         s->interp_use_linear = 0;
308         s->interp_as_integer = 0;
309         break;
310     case INTERP_ALGO_LANCZOS:
311         function_infix = "Lanczos";
312         s->interp_use_linear = 0;
313         s->interp_as_integer = 0;
314         break;
315     default:
316         av_log(ctx, AV_LOG_ERROR, "Unknown interpolation algorithm\n");
317         return AVERROR_BUG;
318     }
319 
320     ret = CHECK_CU(cu->cuCtxPushCurrent(cuda_ctx));
321     if (ret < 0)
322         return ret;
323 
324     ret = ff_cuda_load_module(ctx, s->hwctx, &s->cu_module,
325                               ff_vf_scale_cuda_ptx_data, ff_vf_scale_cuda_ptx_len);
326     if (ret < 0)
327         goto fail;
328 
329     snprintf(buf, sizeof(buf), "Subsample_%s_%s_%s", function_infix, in_fmt_name, out_fmt_name);
330     ret = CHECK_CU(cu->cuModuleGetFunction(&s->cu_func, s->cu_module, buf));
331     if (ret < 0) {
332         av_log(ctx, AV_LOG_FATAL, "Unsupported conversion: %s -> %s\n", in_fmt_name, out_fmt_name);
333         ret = AVERROR(ENOSYS);
334         goto fail;
335     }
336 
337     snprintf(buf, sizeof(buf), "Subsample_%s_%s_%s_uv", function_infix, in_fmt_name, out_fmt_name);
338     ret = CHECK_CU(cu->cuModuleGetFunction(&s->cu_func_uv, s->cu_module, buf));
339     if (ret < 0)
340         goto fail;
341 
342 fail:
343     CHECK_CU(cu->cuCtxPopCurrent(&dummy));
344 
345     return ret;
346 }
347 
cudascale_config_props(AVFilterLink * outlink)348 static av_cold int cudascale_config_props(AVFilterLink *outlink)
349 {
350     AVFilterContext *ctx = outlink->src;
351     AVFilterLink *inlink = outlink->src->inputs[0];
352     CUDAScaleContext *s  = ctx->priv;
353     AVHWFramesContext     *frames_ctx = (AVHWFramesContext*)inlink->hw_frames_ctx->data;
354     AVCUDADeviceContext *device_hwctx = frames_ctx->device_ctx->hwctx;
355     int w, h;
356     int ret;
357 
358     s->hwctx = device_hwctx;
359     s->cu_stream = s->hwctx->stream;
360 
361     if ((ret = ff_scale_eval_dimensions(s,
362                                         s->w_expr, s->h_expr,
363                                         inlink, outlink,
364                                         &w, &h)) < 0)
365         goto fail;
366 
367     ff_scale_adjust_dimensions(inlink, &w, &h,
368                                s->force_original_aspect_ratio, s->force_divisible_by);
369 
370     if (((int64_t)h * inlink->w) > INT_MAX  ||
371         ((int64_t)w * inlink->h) > INT_MAX)
372         av_log(ctx, AV_LOG_ERROR, "Rescaled value for width or height is too big.\n");
373 
374     outlink->w = w;
375     outlink->h = h;
376 
377     ret = init_processing_chain(ctx, inlink->w, inlink->h, w, h);
378     if (ret < 0)
379         return ret;
380 
381     if (inlink->sample_aspect_ratio.num) {
382         outlink->sample_aspect_ratio = av_mul_q((AVRational){outlink->h*inlink->w,
383                                                              outlink->w*inlink->h},
384                                                 inlink->sample_aspect_ratio);
385     } else {
386         outlink->sample_aspect_ratio = inlink->sample_aspect_ratio;
387     }
388 
389     av_log(ctx, AV_LOG_VERBOSE, "w:%d h:%d fmt:%s -> w:%d h:%d fmt:%s%s\n",
390            inlink->w, inlink->h, av_get_pix_fmt_name(s->in_fmt),
391            outlink->w, outlink->h, av_get_pix_fmt_name(s->out_fmt),
392            s->passthrough ? " (passthrough)" : "");
393 
394     ret = cudascale_load_functions(ctx);
395     if (ret < 0)
396         return ret;
397 
398     return 0;
399 
400 fail:
401     return ret;
402 }
403 
call_resize_kernel(AVFilterContext * ctx,CUfunction func,CUtexObject src_tex[4],int src_width,int src_height,AVFrame * out_frame,int dst_width,int dst_height,int dst_pitch)404 static int call_resize_kernel(AVFilterContext *ctx, CUfunction func,
405                               CUtexObject src_tex[4], int src_width, int src_height,
406                               AVFrame *out_frame, int dst_width, int dst_height, int dst_pitch)
407 {
408     CUDAScaleContext *s = ctx->priv;
409     CudaFunctions *cu = s->hwctx->internal->cuda_dl;
410 
411     CUdeviceptr dst_devptr[4] = {
412         (CUdeviceptr)out_frame->data[0], (CUdeviceptr)out_frame->data[1],
413         (CUdeviceptr)out_frame->data[2], (CUdeviceptr)out_frame->data[3]
414     };
415 
416     void *args_uchar[] = {
417         &src_tex[0], &src_tex[1], &src_tex[2], &src_tex[3],
418         &dst_devptr[0], &dst_devptr[1], &dst_devptr[2], &dst_devptr[3],
419         &dst_width, &dst_height, &dst_pitch,
420         &src_width, &src_height, &s->param
421     };
422 
423     return CHECK_CU(cu->cuLaunchKernel(func,
424                                        DIV_UP(dst_width, BLOCKX), DIV_UP(dst_height, BLOCKY), 1,
425                                        BLOCKX, BLOCKY, 1, 0, s->cu_stream, args_uchar, NULL));
426 }
427 
scalecuda_resize(AVFilterContext * ctx,AVFrame * out,AVFrame * in)428 static int scalecuda_resize(AVFilterContext *ctx,
429                             AVFrame *out, AVFrame *in)
430 {
431     CUDAScaleContext *s = ctx->priv;
432     CudaFunctions *cu = s->hwctx->internal->cuda_dl;
433     CUcontext dummy, cuda_ctx = s->hwctx->cuda_ctx;
434     int i, ret;
435 
436     CUtexObject tex[4] = { 0, 0, 0, 0 };
437 
438     ret = CHECK_CU(cu->cuCtxPushCurrent(cuda_ctx));
439     if (ret < 0)
440         return ret;
441 
442     for (i = 0; i < s->in_planes; i++) {
443         CUDA_TEXTURE_DESC tex_desc = {
444             .filterMode = s->interp_use_linear ?
445                           CU_TR_FILTER_MODE_LINEAR :
446                           CU_TR_FILTER_MODE_POINT,
447             .flags = s->interp_as_integer ? CU_TRSF_READ_AS_INTEGER : 0,
448         };
449 
450         CUDA_RESOURCE_DESC res_desc = {
451             .resType = CU_RESOURCE_TYPE_PITCH2D,
452             .res.pitch2D.format = s->in_plane_depths[i] <= 8 ?
453                                   CU_AD_FORMAT_UNSIGNED_INT8 :
454                                   CU_AD_FORMAT_UNSIGNED_INT16,
455             .res.pitch2D.numChannels = s->in_plane_channels[i],
456             .res.pitch2D.pitchInBytes = in->linesize[i],
457             .res.pitch2D.devPtr = (CUdeviceptr)in->data[i],
458         };
459 
460         if (i == 1 || i == 2) {
461             res_desc.res.pitch2D.width = AV_CEIL_RSHIFT(in->width, s->in_desc->log2_chroma_w);
462             res_desc.res.pitch2D.height = AV_CEIL_RSHIFT(in->height, s->in_desc->log2_chroma_h);
463         } else {
464             res_desc.res.pitch2D.width = in->width;
465             res_desc.res.pitch2D.height = in->height;
466         }
467 
468         ret = CHECK_CU(cu->cuTexObjectCreate(&tex[i], &res_desc, &tex_desc, NULL));
469         if (ret < 0)
470             goto exit;
471     }
472 
473     // scale primary plane(s). Usually Y (and A), or single plane of RGB frames.
474     ret = call_resize_kernel(ctx, s->cu_func,
475                              tex, in->width, in->height,
476                              out, out->width, out->height, out->linesize[0]);
477     if (ret < 0)
478         goto exit;
479 
480     if (s->out_planes > 1) {
481         // scale UV plane. Scale function sets both U and V plane, or singular interleaved plane.
482         ret = call_resize_kernel(ctx, s->cu_func_uv, tex,
483                                  AV_CEIL_RSHIFT(in->width, s->in_desc->log2_chroma_w),
484                                  AV_CEIL_RSHIFT(in->height, s->in_desc->log2_chroma_h),
485                                  out,
486                                  AV_CEIL_RSHIFT(out->width, s->out_desc->log2_chroma_w),
487                                  AV_CEIL_RSHIFT(out->height, s->out_desc->log2_chroma_h),
488                                  out->linesize[1]);
489         if (ret < 0)
490             goto exit;
491     }
492 
493 exit:
494     for (i = 0; i < s->in_planes; i++)
495         if (tex[i])
496             CHECK_CU(cu->cuTexObjectDestroy(tex[i]));
497 
498     CHECK_CU(cu->cuCtxPopCurrent(&dummy));
499 
500     return ret;
501 }
502 
cudascale_scale(AVFilterContext * ctx,AVFrame * out,AVFrame * in)503 static int cudascale_scale(AVFilterContext *ctx, AVFrame *out, AVFrame *in)
504 {
505     CUDAScaleContext *s = ctx->priv;
506     AVFilterLink *outlink = ctx->outputs[0];
507     AVFrame *src = in;
508     int ret;
509 
510     ret = scalecuda_resize(ctx, s->frame, src);
511     if (ret < 0)
512         return ret;
513 
514     src = s->frame;
515     ret = av_hwframe_get_buffer(src->hw_frames_ctx, s->tmp_frame, 0);
516     if (ret < 0)
517         return ret;
518 
519     av_frame_move_ref(out, s->frame);
520     av_frame_move_ref(s->frame, s->tmp_frame);
521 
522     s->frame->width  = outlink->w;
523     s->frame->height = outlink->h;
524 
525     ret = av_frame_copy_props(out, in);
526     if (ret < 0)
527         return ret;
528 
529     return 0;
530 }
531 
cudascale_filter_frame(AVFilterLink * link,AVFrame * in)532 static int cudascale_filter_frame(AVFilterLink *link, AVFrame *in)
533 {
534     AVFilterContext       *ctx = link->dst;
535     CUDAScaleContext        *s = ctx->priv;
536     AVFilterLink      *outlink = ctx->outputs[0];
537     CudaFunctions          *cu = s->hwctx->internal->cuda_dl;
538 
539     AVFrame *out = NULL;
540     CUcontext dummy;
541     int ret = 0;
542 
543     if (s->passthrough)
544         return ff_filter_frame(outlink, in);
545 
546     out = av_frame_alloc();
547     if (!out) {
548         ret = AVERROR(ENOMEM);
549         goto fail;
550     }
551 
552     ret = CHECK_CU(cu->cuCtxPushCurrent(s->hwctx->cuda_ctx));
553     if (ret < 0)
554         goto fail;
555 
556     ret = cudascale_scale(ctx, out, in);
557 
558     CHECK_CU(cu->cuCtxPopCurrent(&dummy));
559     if (ret < 0)
560         goto fail;
561 
562     av_reduce(&out->sample_aspect_ratio.num, &out->sample_aspect_ratio.den,
563               (int64_t)in->sample_aspect_ratio.num * outlink->h * link->w,
564               (int64_t)in->sample_aspect_ratio.den * outlink->w * link->h,
565               INT_MAX);
566 
567     av_frame_free(&in);
568     return ff_filter_frame(outlink, out);
569 fail:
570     av_frame_free(&in);
571     av_frame_free(&out);
572     return ret;
573 }
574 
cudascale_get_video_buffer(AVFilterLink * inlink,int w,int h)575 static AVFrame *cudascale_get_video_buffer(AVFilterLink *inlink, int w, int h)
576 {
577     CUDAScaleContext *s = inlink->dst->priv;
578 
579     return s->passthrough ?
580         ff_null_get_video_buffer   (inlink, w, h) :
581         ff_default_get_video_buffer(inlink, w, h);
582 }
583 
584 #define OFFSET(x) offsetof(CUDAScaleContext, x)
585 #define FLAGS (AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM)
586 static const AVOption options[] = {
587     { "w", "Output video width",  OFFSET(w_expr), AV_OPT_TYPE_STRING, { .str = "iw" }, .flags = FLAGS },
588     { "h", "Output video height", OFFSET(h_expr), AV_OPT_TYPE_STRING, { .str = "ih" }, .flags = FLAGS },
589     { "interp_algo", "Interpolation algorithm used for resizing", OFFSET(interp_algo), AV_OPT_TYPE_INT, { .i64 = INTERP_ALGO_DEFAULT }, 0, INTERP_ALGO_COUNT - 1, FLAGS, "interp_algo" },
590         { "nearest",  "nearest neighbour", 0, AV_OPT_TYPE_CONST, { .i64 = INTERP_ALGO_NEAREST }, 0, 0, FLAGS, "interp_algo" },
591         { "bilinear", "bilinear", 0, AV_OPT_TYPE_CONST, { .i64 = INTERP_ALGO_BILINEAR }, 0, 0, FLAGS, "interp_algo" },
592         { "bicubic",  "bicubic",  0, AV_OPT_TYPE_CONST, { .i64 = INTERP_ALGO_BICUBIC  }, 0, 0, FLAGS, "interp_algo" },
593         { "lanczos",  "lanczos",  0, AV_OPT_TYPE_CONST, { .i64 = INTERP_ALGO_LANCZOS  }, 0, 0, FLAGS, "interp_algo" },
594     { "format", "Output video pixel format", OFFSET(format), AV_OPT_TYPE_PIXEL_FMT, { .i64 = AV_PIX_FMT_NONE }, INT_MIN, INT_MAX, .flags=FLAGS },
595     { "passthrough", "Do not process frames at all if parameters match", OFFSET(passthrough), AV_OPT_TYPE_BOOL, { .i64 = 1 }, 0, 1, FLAGS },
596     { "param", "Algorithm-Specific parameter", OFFSET(param), AV_OPT_TYPE_FLOAT, { .dbl = SCALE_CUDA_PARAM_DEFAULT }, -FLT_MAX, FLT_MAX, FLAGS },
597     { "force_original_aspect_ratio", "decrease or increase w/h if necessary to keep the original AR", OFFSET(force_original_aspect_ratio), AV_OPT_TYPE_INT, { .i64 = 0 }, 0, 2, FLAGS, "force_oar" },
598         { "disable",  NULL, 0, AV_OPT_TYPE_CONST, {.i64 = 0 }, 0, 0, FLAGS, "force_oar" },
599         { "decrease", NULL, 0, AV_OPT_TYPE_CONST, {.i64 = 1 }, 0, 0, FLAGS, "force_oar" },
600         { "increase", NULL, 0, AV_OPT_TYPE_CONST, {.i64 = 2 }, 0, 0, FLAGS, "force_oar" },
601     { "force_divisible_by", "enforce that the output resolution is divisible by a defined integer when force_original_aspect_ratio is used", OFFSET(force_divisible_by), AV_OPT_TYPE_INT, { .i64 = 1 }, 1, 256, FLAGS },
602     { NULL },
603 };
604 
605 static const AVClass cudascale_class = {
606     .class_name = "cudascale",
607     .item_name  = av_default_item_name,
608     .option     = options,
609     .version    = LIBAVUTIL_VERSION_INT,
610 };
611 
612 static const AVFilterPad cudascale_inputs[] = {
613     {
614         .name        = "default",
615         .type        = AVMEDIA_TYPE_VIDEO,
616         .filter_frame = cudascale_filter_frame,
617         .get_buffer.video = cudascale_get_video_buffer,
618     },
619 };
620 
621 static const AVFilterPad cudascale_outputs[] = {
622     {
623         .name         = "default",
624         .type         = AVMEDIA_TYPE_VIDEO,
625         .config_props = cudascale_config_props,
626     },
627 };
628 
629 const AVFilter ff_vf_scale_cuda = {
630     .name      = "scale_cuda",
631     .description = NULL_IF_CONFIG_SMALL("GPU accelerated video resizer"),
632 
633     .init          = cudascale_init,
634     .uninit        = cudascale_uninit,
635 
636     .priv_size = sizeof(CUDAScaleContext),
637     .priv_class = &cudascale_class,
638 
639     FILTER_INPUTS(cudascale_inputs),
640     FILTER_OUTPUTS(cudascale_outputs),
641 
642     FILTER_SINGLE_PIXFMT(AV_PIX_FMT_CUDA),
643 
644     .flags_internal = FF_FILTER_FLAG_HWFRAME_AWARE,
645 };
646