variance.c revision 7ce0a1d1337c01056ba24006efab21f00e179e04
1/*
2 *  Copyright (c) 2010 The WebM project authors. All Rights Reserved.
3 *
4 *  Use of this source code is governed by a BSD-style license
5 *  that can be found in the LICENSE file in the root of the source
6 *  tree. An additional intellectual property rights grant can be found
7 *  in the file PATENTS.  All contributing project authors may
8 *  be found in the AUTHORS file in the root of the source tree.
9 */
10
11#include "./vpx_config.h"
12#include "./vpx_dsp_rtcd.h"
13
14#include "vpx_ports/mem.h"
15#include "vpx/vpx_integer.h"
16
17#include "vpx_dsp/variance.h"
18
19static const uint8_t bilinear_filters[8][2] = {
20  { 128,   0  },
21  { 112,  16  },
22  {  96,  32  },
23  {  80,  48  },
24  {  64,  64  },
25  {  48,  80  },
26  {  32,  96  },
27  {  16, 112  },
28};
29
30uint32_t vpx_get4x4sse_cs_c(const uint8_t *a, int  a_stride,
31                            const uint8_t *b, int  b_stride) {
32  int distortion = 0;
33  int r, c;
34
35  for (r = 0; r < 4; ++r) {
36    for (c = 0; c < 4; ++c) {
37      int diff = a[c] - b[c];
38      distortion += diff * diff;
39    }
40
41    a += a_stride;
42    b += b_stride;
43  }
44
45  return distortion;
46}
47
48uint32_t vpx_get_mb_ss_c(const int16_t *a) {
49  unsigned int i, sum = 0;
50
51  for (i = 0; i < 256; ++i) {
52    sum += a[i] * a[i];
53  }
54
55  return sum;
56}
57
58uint32_t vpx_variance_halfpixvar16x16_h_c(const uint8_t *a, int a_stride,
59                                          const uint8_t *b, int b_stride,
60                                          uint32_t *sse) {
61  return vpx_sub_pixel_variance16x16_c(a, a_stride, 4, 0,
62                                       b, b_stride, sse);
63}
64
65
66uint32_t vpx_variance_halfpixvar16x16_v_c(const uint8_t *a, int a_stride,
67                                          const uint8_t *b, int b_stride,
68                                          uint32_t *sse) {
69  return vpx_sub_pixel_variance16x16_c(a, a_stride, 0, 4,
70                                       b, b_stride, sse);
71}
72
73uint32_t vpx_variance_halfpixvar16x16_hv_c(const uint8_t *a, int a_stride,
74                                           const uint8_t *b, int b_stride,
75                                           uint32_t *sse) {
76  return vpx_sub_pixel_variance16x16_c(a, a_stride, 4, 4,
77                                       b, b_stride, sse);
78}
79
80static void variance(const uint8_t *a, int  a_stride,
81                     const uint8_t *b, int  b_stride,
82                     int  w, int  h, uint32_t *sse, int *sum) {
83  int i, j;
84
85  *sum = 0;
86  *sse = 0;
87
88  for (i = 0; i < h; ++i) {
89    for (j = 0; j < w; ++j) {
90      const int diff = a[j] - b[j];
91      *sum += diff;
92      *sse += diff * diff;
93    }
94
95    a += a_stride;
96    b += b_stride;
97  }
98}
99
100// Applies a 1-D 2-tap bilinear filter to the source block in either horizontal
101// or vertical direction to produce the filtered output block. Used to implement
102// the first-pass of 2-D separable filter.
103//
104// Produces int16_t output to retain precision for the next pass. Two filter
105// taps should sum to FILTER_WEIGHT. pixel_step defines whether the filter is
106// applied horizontally (pixel_step = 1) or vertically (pixel_step = stride).
107// It defines the offset required to move from one input to the next.
108static void var_filter_block2d_bil_first_pass(const uint8_t *a, uint16_t *b,
109                                              unsigned int src_pixels_per_line,
110                                              int pixel_step,
111                                              unsigned int output_height,
112                                              unsigned int output_width,
113                                              const uint8_t *filter) {
114  unsigned int i, j;
115
116  for (i = 0; i < output_height; ++i) {
117    for (j = 0; j < output_width; ++j) {
118      b[j] = ROUND_POWER_OF_TWO((int)a[0] * filter[0] +
119                          (int)a[pixel_step] * filter[1],
120                          FILTER_BITS);
121
122      ++a;
123    }
124
125    a += src_pixels_per_line - output_width;
126    b += output_width;
127  }
128}
129
130// Applies a 1-D 2-tap bilinear filter to the source block in either horizontal
131// or vertical direction to produce the filtered output block. Used to implement
132// the second-pass of 2-D separable filter.
133//
134// Requires 16-bit input as produced by filter_block2d_bil_first_pass. Two
135// filter taps should sum to FILTER_WEIGHT. pixel_step defines whether the
136// filter is applied horizontally (pixel_step = 1) or vertically
137// (pixel_step = stride). It defines the offset required to move from one input
138// to the next. Output is 8-bit.
139static void var_filter_block2d_bil_second_pass(const uint16_t *a, uint8_t *b,
140                                               unsigned int src_pixels_per_line,
141                                               unsigned int pixel_step,
142                                               unsigned int output_height,
143                                               unsigned int output_width,
144                                               const uint8_t *filter) {
145  unsigned int  i, j;
146
147  for (i = 0; i < output_height; ++i) {
148    for (j = 0; j < output_width; ++j) {
149      b[j] = ROUND_POWER_OF_TWO((int)a[0] * filter[0] +
150                          (int)a[pixel_step] * filter[1],
151                          FILTER_BITS);
152      ++a;
153    }
154
155    a += src_pixels_per_line - output_width;
156    b += output_width;
157  }
158}
159
160#define VAR(W, H) \
161uint32_t vpx_variance##W##x##H##_c(const uint8_t *a, int a_stride, \
162                                   const uint8_t *b, int b_stride, \
163                                   uint32_t *sse) { \
164  int sum; \
165  variance(a, a_stride, b, b_stride, W, H, sse, &sum); \
166  return *sse - (((int64_t)sum * sum) / (W * H)); \
167}
168
169#define SUBPIX_VAR(W, H) \
170uint32_t vpx_sub_pixel_variance##W##x##H##_c(const uint8_t *a, int a_stride, \
171                                             int xoffset, int  yoffset, \
172                                             const uint8_t *b, int b_stride, \
173                                             uint32_t *sse) { \
174  uint16_t fdata3[(H + 1) * W]; \
175  uint8_t temp2[H * W]; \
176\
177  var_filter_block2d_bil_first_pass(a, fdata3, a_stride, 1, H + 1, W, \
178                                    bilinear_filters[xoffset]); \
179  var_filter_block2d_bil_second_pass(fdata3, temp2, W, W, H, W, \
180                                     bilinear_filters[yoffset]); \
181\
182  return vpx_variance##W##x##H##_c(temp2, W, b, b_stride, sse); \
183}
184
185#define SUBPIX_AVG_VAR(W, H) \
186uint32_t vpx_sub_pixel_avg_variance##W##x##H##_c(const uint8_t *a, \
187                                                 int  a_stride, \
188                                                 int xoffset, int  yoffset, \
189                                                 const uint8_t *b, \
190                                                 int b_stride, \
191                                                 uint32_t *sse, \
192                                                 const uint8_t *second_pred) { \
193  uint16_t fdata3[(H + 1) * W]; \
194  uint8_t temp2[H * W]; \
195  DECLARE_ALIGNED(16, uint8_t, temp3[H * W]); \
196\
197  var_filter_block2d_bil_first_pass(a, fdata3, a_stride, 1, H + 1, W, \
198                                    bilinear_filters[xoffset]); \
199  var_filter_block2d_bil_second_pass(fdata3, temp2, W, W, H, W, \
200                                     bilinear_filters[yoffset]); \
201\
202  vpx_comp_avg_pred(temp3, second_pred, W, H, temp2, W); \
203\
204  return vpx_variance##W##x##H##_c(temp3, W, b, b_stride, sse); \
205}
206
207/* Identical to the variance call except it takes an additional parameter, sum,
208 * and returns that value using pass-by-reference instead of returning
209 * sse - sum^2 / w*h
210 */
211#define GET_VAR(W, H) \
212void vpx_get##W##x##H##var_c(const uint8_t *a, int a_stride, \
213                             const uint8_t *b, int b_stride, \
214                             uint32_t *sse, int *sum) { \
215  variance(a, a_stride, b, b_stride, W, H, sse, sum); \
216}
217
218/* Identical to the variance call except it does not calculate the
219 * sse - sum^2 / w*h and returns sse in addtion to modifying the passed in
220 * variable.
221 */
222#define MSE(W, H) \
223uint32_t vpx_mse##W##x##H##_c(const uint8_t *a, int a_stride, \
224                              const uint8_t *b, int b_stride, \
225                              uint32_t *sse) { \
226  int sum; \
227  variance(a, a_stride, b, b_stride, W, H, sse, &sum); \
228  return *sse; \
229}
230
231/* All three forms of the variance are available in the same sizes. */
232#define VARIANCES(W, H) \
233    VAR(W, H) \
234    SUBPIX_VAR(W, H) \
235    SUBPIX_AVG_VAR(W, H)
236
237VARIANCES(64, 64)
238VARIANCES(64, 32)
239VARIANCES(32, 64)
240VARIANCES(32, 32)
241VARIANCES(32, 16)
242VARIANCES(16, 32)
243VARIANCES(16, 16)
244VARIANCES(16, 8)
245VARIANCES(8, 16)
246VARIANCES(8, 8)
247VARIANCES(8, 4)
248VARIANCES(4, 8)
249VARIANCES(4, 4)
250
251GET_VAR(16, 16)
252GET_VAR(8, 8)
253
254MSE(16, 16)
255MSE(16, 8)
256MSE(8, 16)
257MSE(8, 8)
258
259void vpx_comp_avg_pred_c(uint8_t *comp_pred, const uint8_t *pred,
260                         int width, int height,
261                         const uint8_t *ref, int ref_stride) {
262  int i, j;
263
264  for (i = 0; i < height; ++i) {
265    for (j = 0; j < width; ++j) {
266      const int tmp = pred[j] + ref[j];
267      comp_pred[j] = ROUND_POWER_OF_TWO(tmp, 1);
268    }
269    comp_pred += width;
270    pred += width;
271    ref += ref_stride;
272  }
273}
274
275#if CONFIG_VP9_HIGHBITDEPTH
276static void highbd_variance64(const uint8_t *a8, int  a_stride,
277                              const uint8_t *b8, int  b_stride,
278                              int w, int h, uint64_t *sse, uint64_t *sum) {
279  int i, j;
280
281  uint16_t *a = CONVERT_TO_SHORTPTR(a8);
282  uint16_t *b = CONVERT_TO_SHORTPTR(b8);
283  *sum = 0;
284  *sse = 0;
285
286  for (i = 0; i < h; ++i) {
287    for (j = 0; j < w; ++j) {
288      const int diff = a[j] - b[j];
289      *sum += diff;
290      *sse += diff * diff;
291    }
292    a += a_stride;
293    b += b_stride;
294  }
295}
296
297static void highbd_8_variance(const uint8_t *a8, int  a_stride,
298                              const uint8_t *b8, int  b_stride,
299                              int w, int h, uint32_t *sse, int *sum) {
300  uint64_t sse_long = 0;
301  uint64_t sum_long = 0;
302  highbd_variance64(a8, a_stride, b8, b_stride, w, h, &sse_long, &sum_long);
303  *sse = (uint32_t)sse_long;
304  *sum = (int)sum_long;
305}
306
307static void highbd_10_variance(const uint8_t *a8, int  a_stride,
308                               const uint8_t *b8, int  b_stride,
309                               int w, int h, uint32_t *sse, int *sum) {
310  uint64_t sse_long = 0;
311  uint64_t sum_long = 0;
312  highbd_variance64(a8, a_stride, b8, b_stride, w, h, &sse_long, &sum_long);
313  *sse = (uint32_t)ROUND_POWER_OF_TWO(sse_long, 4);
314  *sum = (int)ROUND_POWER_OF_TWO(sum_long, 2);
315}
316
317static void highbd_12_variance(const uint8_t *a8, int  a_stride,
318                               const uint8_t *b8, int  b_stride,
319                               int w, int h, uint32_t *sse, int *sum) {
320  uint64_t sse_long = 0;
321  uint64_t sum_long = 0;
322  highbd_variance64(a8, a_stride, b8, b_stride, w, h, &sse_long, &sum_long);
323  *sse = (uint32_t)ROUND_POWER_OF_TWO(sse_long, 8);
324  *sum = (int)ROUND_POWER_OF_TWO(sum_long, 4);
325}
326
327#define HIGHBD_VAR(W, H) \
328uint32_t vpx_highbd_8_variance##W##x##H##_c(const uint8_t *a, \
329                                            int a_stride, \
330                                            const uint8_t *b, \
331                                            int b_stride, \
332                                            uint32_t *sse) { \
333  int sum; \
334  highbd_8_variance(a, a_stride, b, b_stride, W, H, sse, &sum); \
335  return *sse - (((int64_t)sum * sum) / (W * H)); \
336} \
337\
338uint32_t vpx_highbd_10_variance##W##x##H##_c(const uint8_t *a, \
339                                             int a_stride, \
340                                             const uint8_t *b, \
341                                             int b_stride, \
342                                             uint32_t *sse) { \
343  int sum; \
344  highbd_10_variance(a, a_stride, b, b_stride, W, H, sse, &sum); \
345  return *sse - (((int64_t)sum * sum) / (W * H)); \
346} \
347\
348uint32_t vpx_highbd_12_variance##W##x##H##_c(const uint8_t *a, \
349                                             int a_stride, \
350                                             const uint8_t *b, \
351                                             int b_stride, \
352                                             uint32_t *sse) { \
353  int sum; \
354  highbd_12_variance(a, a_stride, b, b_stride, W, H, sse, &sum); \
355  return *sse - (((int64_t)sum * sum) / (W * H)); \
356}
357
358#define HIGHBD_GET_VAR(S) \
359void vpx_highbd_8_get##S##x##S##var_c(const uint8_t *src, int src_stride, \
360                                      const uint8_t *ref, int ref_stride, \
361                                      uint32_t *sse, int *sum) { \
362  highbd_8_variance(src, src_stride, ref, ref_stride, S, S, sse, sum); \
363} \
364\
365void vpx_highbd_10_get##S##x##S##var_c(const uint8_t *src, int src_stride, \
366                                       const uint8_t *ref, int ref_stride, \
367                                       uint32_t *sse, int *sum) { \
368  highbd_10_variance(src, src_stride, ref, ref_stride, S, S, sse, sum); \
369} \
370\
371void vpx_highbd_12_get##S##x##S##var_c(const uint8_t *src, int src_stride, \
372                                       const uint8_t *ref, int ref_stride, \
373                                       uint32_t *sse, int *sum) { \
374  highbd_12_variance(src, src_stride, ref, ref_stride, S, S, sse, sum); \
375}
376
377#define HIGHBD_MSE(W, H) \
378uint32_t vpx_highbd_8_mse##W##x##H##_c(const uint8_t *src, \
379                                       int src_stride, \
380                                       const uint8_t *ref, \
381                                       int ref_stride, \
382                                       uint32_t *sse) { \
383  int sum; \
384  highbd_8_variance(src, src_stride, ref, ref_stride, W, H, sse, &sum); \
385  return *sse; \
386} \
387\
388uint32_t vpx_highbd_10_mse##W##x##H##_c(const uint8_t *src, \
389                                        int src_stride, \
390                                        const uint8_t *ref, \
391                                        int ref_stride, \
392                                        uint32_t *sse) { \
393  int sum; \
394  highbd_10_variance(src, src_stride, ref, ref_stride, W, H, sse, &sum); \
395  return *sse; \
396} \
397\
398uint32_t vpx_highbd_12_mse##W##x##H##_c(const uint8_t *src, \
399                                        int src_stride, \
400                                        const uint8_t *ref, \
401                                        int ref_stride, \
402                                        uint32_t *sse) { \
403  int sum; \
404  highbd_12_variance(src, src_stride, ref, ref_stride, W, H, sse, &sum); \
405  return *sse; \
406}
407
408static void highbd_var_filter_block2d_bil_first_pass(
409    const uint8_t *src_ptr8,
410    uint16_t *output_ptr,
411    unsigned int src_pixels_per_line,
412    int pixel_step,
413    unsigned int output_height,
414    unsigned int output_width,
415    const uint8_t *filter) {
416  unsigned int i, j;
417  uint16_t *src_ptr = CONVERT_TO_SHORTPTR(src_ptr8);
418  for (i = 0; i < output_height; ++i) {
419    for (j = 0; j < output_width; ++j) {
420      output_ptr[j] =
421          ROUND_POWER_OF_TWO((int)src_ptr[0] * filter[0] +
422                             (int)src_ptr[pixel_step] * filter[1],
423                             FILTER_BITS);
424
425      ++src_ptr;
426    }
427
428    // Next row...
429    src_ptr += src_pixels_per_line - output_width;
430    output_ptr += output_width;
431  }
432}
433
434static void highbd_var_filter_block2d_bil_second_pass(
435    const uint16_t *src_ptr,
436    uint16_t *output_ptr,
437    unsigned int src_pixels_per_line,
438    unsigned int pixel_step,
439    unsigned int output_height,
440    unsigned int output_width,
441    const uint8_t *filter) {
442  unsigned int  i, j;
443
444  for (i = 0; i < output_height; ++i) {
445    for (j = 0; j < output_width; ++j) {
446      output_ptr[j] =
447          ROUND_POWER_OF_TWO((int)src_ptr[0] * filter[0] +
448                             (int)src_ptr[pixel_step] * filter[1],
449                             FILTER_BITS);
450      ++src_ptr;
451    }
452
453    src_ptr += src_pixels_per_line - output_width;
454    output_ptr += output_width;
455  }
456}
457
458#define HIGHBD_SUBPIX_VAR(W, H) \
459uint32_t vpx_highbd_8_sub_pixel_variance##W##x##H##_c( \
460  const uint8_t *src, int  src_stride, \
461  int xoffset, int  yoffset, \
462  const uint8_t *dst, int dst_stride, \
463  uint32_t *sse) { \
464  uint16_t fdata3[(H + 1) * W]; \
465  uint16_t temp2[H * W]; \
466\
467  highbd_var_filter_block2d_bil_first_pass(src, fdata3, src_stride, 1, H + 1, \
468                                           W, bilinear_filters[xoffset]); \
469  highbd_var_filter_block2d_bil_second_pass(fdata3, temp2, W, W, H, W, \
470                                            bilinear_filters[yoffset]); \
471\
472  return vpx_highbd_8_variance##W##x##H##_c(CONVERT_TO_BYTEPTR(temp2), W, dst, \
473                                          dst_stride, sse); \
474} \
475\
476uint32_t vpx_highbd_10_sub_pixel_variance##W##x##H##_c( \
477  const uint8_t *src, int  src_stride, \
478  int xoffset, int  yoffset, \
479  const uint8_t *dst, int dst_stride, \
480  uint32_t *sse) { \
481  uint16_t fdata3[(H + 1) * W]; \
482  uint16_t temp2[H * W]; \
483\
484  highbd_var_filter_block2d_bil_first_pass(src, fdata3, src_stride, 1, H + 1, \
485                                           W, bilinear_filters[xoffset]); \
486  highbd_var_filter_block2d_bil_second_pass(fdata3, temp2, W, W, H, W, \
487                                            bilinear_filters[yoffset]); \
488\
489  return vpx_highbd_10_variance##W##x##H##_c(CONVERT_TO_BYTEPTR(temp2), \
490                                             W, dst, dst_stride, sse); \
491} \
492\
493uint32_t vpx_highbd_12_sub_pixel_variance##W##x##H##_c( \
494  const uint8_t *src, int  src_stride, \
495  int xoffset, int  yoffset, \
496  const uint8_t *dst, int dst_stride, \
497  uint32_t *sse) { \
498  uint16_t fdata3[(H + 1) * W]; \
499  uint16_t temp2[H * W]; \
500\
501  highbd_var_filter_block2d_bil_first_pass(src, fdata3, src_stride, 1, H + 1, \
502                                           W, bilinear_filters[xoffset]); \
503  highbd_var_filter_block2d_bil_second_pass(fdata3, temp2, W, W, H, W, \
504                                            bilinear_filters[yoffset]); \
505\
506  return vpx_highbd_12_variance##W##x##H##_c(CONVERT_TO_BYTEPTR(temp2), \
507                                             W, dst, dst_stride, sse); \
508}
509
510#define HIGHBD_SUBPIX_AVG_VAR(W, H) \
511uint32_t vpx_highbd_8_sub_pixel_avg_variance##W##x##H##_c( \
512  const uint8_t *src, int  src_stride, \
513  int xoffset, int  yoffset, \
514  const uint8_t *dst, int dst_stride, \
515  uint32_t *sse, \
516  const uint8_t *second_pred) { \
517  uint16_t fdata3[(H + 1) * W]; \
518  uint16_t temp2[H * W]; \
519  DECLARE_ALIGNED(16, uint16_t, temp3[H * W]); \
520\
521  highbd_var_filter_block2d_bil_first_pass(src, fdata3, src_stride, 1, H + 1, \
522                                           W, bilinear_filters[xoffset]); \
523  highbd_var_filter_block2d_bil_second_pass(fdata3, temp2, W, W, H, W, \
524                                            bilinear_filters[yoffset]); \
525\
526  vpx_highbd_comp_avg_pred(temp3, second_pred, W, H, \
527                           CONVERT_TO_BYTEPTR(temp2), W); \
528\
529  return vpx_highbd_8_variance##W##x##H##_c(CONVERT_TO_BYTEPTR(temp3), W, dst, \
530                                          dst_stride, sse); \
531} \
532\
533uint32_t vpx_highbd_10_sub_pixel_avg_variance##W##x##H##_c( \
534  const uint8_t *src, int  src_stride, \
535  int xoffset, int  yoffset, \
536  const uint8_t *dst, int dst_stride, \
537  uint32_t *sse, \
538  const uint8_t *second_pred) { \
539  uint16_t fdata3[(H + 1) * W]; \
540  uint16_t temp2[H * W]; \
541  DECLARE_ALIGNED(16, uint16_t, temp3[H * W]); \
542\
543  highbd_var_filter_block2d_bil_first_pass(src, fdata3, src_stride, 1, H + 1, \
544                                           W, bilinear_filters[xoffset]); \
545  highbd_var_filter_block2d_bil_second_pass(fdata3, temp2, W, W, H, W, \
546                                            bilinear_filters[yoffset]); \
547\
548  vpx_highbd_comp_avg_pred(temp3, second_pred, W, H, \
549                           CONVERT_TO_BYTEPTR(temp2), W); \
550\
551  return vpx_highbd_10_variance##W##x##H##_c(CONVERT_TO_BYTEPTR(temp3), \
552                                             W, dst, dst_stride, sse); \
553} \
554\
555uint32_t vpx_highbd_12_sub_pixel_avg_variance##W##x##H##_c( \
556  const uint8_t *src, int  src_stride, \
557  int xoffset, int  yoffset, \
558  const uint8_t *dst, int dst_stride, \
559  uint32_t *sse, \
560  const uint8_t *second_pred) { \
561  uint16_t fdata3[(H + 1) * W]; \
562  uint16_t temp2[H * W]; \
563  DECLARE_ALIGNED(16, uint16_t, temp3[H * W]); \
564\
565  highbd_var_filter_block2d_bil_first_pass(src, fdata3, src_stride, 1, H + 1, \
566                                           W, bilinear_filters[xoffset]); \
567  highbd_var_filter_block2d_bil_second_pass(fdata3, temp2, W, W, H, W, \
568                                            bilinear_filters[yoffset]); \
569\
570  vpx_highbd_comp_avg_pred(temp3, second_pred, W, H, \
571                           CONVERT_TO_BYTEPTR(temp2), W); \
572\
573  return vpx_highbd_12_variance##W##x##H##_c(CONVERT_TO_BYTEPTR(temp3), \
574                                             W, dst, dst_stride, sse); \
575}
576
577/* All three forms of the variance are available in the same sizes. */
578#define HIGHBD_VARIANCES(W, H) \
579    HIGHBD_VAR(W, H) \
580    HIGHBD_SUBPIX_VAR(W, H) \
581    HIGHBD_SUBPIX_AVG_VAR(W, H)
582
583HIGHBD_VARIANCES(64, 64)
584HIGHBD_VARIANCES(64, 32)
585HIGHBD_VARIANCES(32, 64)
586HIGHBD_VARIANCES(32, 32)
587HIGHBD_VARIANCES(32, 16)
588HIGHBD_VARIANCES(16, 32)
589HIGHBD_VARIANCES(16, 16)
590HIGHBD_VARIANCES(16, 8)
591HIGHBD_VARIANCES(8, 16)
592HIGHBD_VARIANCES(8, 8)
593HIGHBD_VARIANCES(8, 4)
594HIGHBD_VARIANCES(4, 8)
595HIGHBD_VARIANCES(4, 4)
596
597HIGHBD_GET_VAR(8)
598HIGHBD_GET_VAR(16)
599
600HIGHBD_MSE(16, 16)
601HIGHBD_MSE(16, 8)
602HIGHBD_MSE(8, 16)
603HIGHBD_MSE(8, 8)
604
605void vpx_highbd_comp_avg_pred(uint16_t *comp_pred, const uint8_t *pred8,
606                              int width, int height, const uint8_t *ref8,
607                              int ref_stride) {
608  int i, j;
609  uint16_t *pred = CONVERT_TO_SHORTPTR(pred8);
610  uint16_t *ref = CONVERT_TO_SHORTPTR(ref8);
611  for (i = 0; i < height; ++i) {
612    for (j = 0; j < width; ++j) {
613      const int tmp = pred[j] + ref[j];
614      comp_pred[j] = ROUND_POWER_OF_TWO(tmp, 1);
615    }
616    comp_pred += width;
617    pred += width;
618    ref += ref_stride;
619  }
620}
621#endif  // CONFIG_VP9_HIGHBITDEPTH
622