| /* | 
 |  * Copyright (c) 2016, Alliance for Open Media. All rights reserved. | 
 |  * | 
 |  * This source code is subject to the terms of the BSD 2 Clause License and | 
 |  * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License | 
 |  * was not distributed with this source code in the LICENSE file, you can | 
 |  * obtain it at www.aomedia.org/license/software. If the Alliance for Open | 
 |  * Media Patent License 1.0 was not distributed with this source code in the | 
 |  * PATENTS file, you can obtain it at www.aomedia.org/license/patent. | 
 |  */ | 
 |  | 
 | #include <assert.h> | 
 | #include <math.h> | 
 |  | 
 | #include "config/aom_config.h" | 
 | #include "config/aom_dsp_rtcd.h" | 
 |  | 
 | #include "aom_dsp/psnr.h" | 
 | #include "aom_scale/yv12config.h" | 
 |  | 
 | #if CONFIG_INTERNAL_STATS | 
 | #define STATIC | 
 | #else | 
 | #define STATIC static | 
 | #endif  // CONFIG_INTERNAL_STATS | 
 |  | 
 | STATIC double aom_sse_to_psnr(double samples, double peak, double sse) { | 
 |   if (sse > 0.0) { | 
 |     const double psnr = 10.0 * log10(samples * peak * peak / sse); | 
 |     return psnr > MAX_PSNR ? MAX_PSNR : psnr; | 
 |   } else { | 
 |     return MAX_PSNR; | 
 |   } | 
 | } | 
 |  | 
 | #undef STATIC | 
 |  | 
 | static int64_t encoder_sse(const uint8_t *a, int a_stride, const uint8_t *b, | 
 |                            int b_stride, int w, int h) { | 
 |   int i, j; | 
 |   int64_t sse = 0; | 
 |  | 
 |   for (i = 0; i < h; i++) { | 
 |     for (j = 0; j < w; j++) { | 
 |       const int diff = a[j] - b[j]; | 
 |       sse += diff * diff; | 
 |     } | 
 |  | 
 |     a += a_stride; | 
 |     b += b_stride; | 
 |   } | 
 |   return sse; | 
 | } | 
 |  | 
 | #if CONFIG_AV1_HIGHBITDEPTH | 
 | static int64_t encoder_highbd_sse(const uint8_t *a8, int a_stride, | 
 |                                   const uint8_t *b8, int b_stride, int w, | 
 |                                   int h) { | 
 |   const uint16_t *a = CONVERT_TO_SHORTPTR(a8); | 
 |   const uint16_t *b = CONVERT_TO_SHORTPTR(b8); | 
 |   int64_t sse = 0; | 
 |   for (int i = 0; i < h; ++i) { | 
 |     for (int j = 0; j < w; ++j) { | 
 |       const int diff = a[j] - b[j]; | 
 |       sse += diff * diff; | 
 |     } | 
 |     a += a_stride; | 
 |     b += b_stride; | 
 |   } | 
 |   return sse; | 
 | } | 
 |  | 
 | #endif  // CONFIG_AV1_HIGHBITDEPTH | 
 |  | 
 | static int64_t get_sse(const uint8_t *a, int a_stride, const uint8_t *b, | 
 |                        int b_stride, int width, int height) { | 
 |   const int dw = width % 16; | 
 |   const int dh = height % 16; | 
 |   int64_t total_sse = 0; | 
 |   int x, y; | 
 |  | 
 |   if (dw > 0) { | 
 |     total_sse += encoder_sse(&a[width - dw], a_stride, &b[width - dw], b_stride, | 
 |                              dw, height); | 
 |   } | 
 |  | 
 |   if (dh > 0) { | 
 |     total_sse += | 
 |         encoder_sse(&a[(height - dh) * a_stride], a_stride, | 
 |                     &b[(height - dh) * b_stride], b_stride, width - dw, dh); | 
 |   } | 
 |  | 
 |   for (y = 0; y < height / 16; ++y) { | 
 |     const uint8_t *pa = a; | 
 |     const uint8_t *pb = b; | 
 |     for (x = 0; x < width / 16; ++x) { | 
 |       total_sse += aom_sse(pa, a_stride, pb, b_stride, 16, 16); | 
 |  | 
 |       pa += 16; | 
 |       pb += 16; | 
 |     } | 
 |  | 
 |     a += 16 * a_stride; | 
 |     b += 16 * b_stride; | 
 |   } | 
 |  | 
 |   return total_sse; | 
 | } | 
 |  | 
 | #if CONFIG_AV1_HIGHBITDEPTH | 
 | static int64_t highbd_get_sse_shift(const uint8_t *a8, int a_stride, | 
 |                                     const uint8_t *b8, int b_stride, int width, | 
 |                                     int height, unsigned int input_shift) { | 
 |   const uint16_t *a = CONVERT_TO_SHORTPTR(a8); | 
 |   const uint16_t *b = CONVERT_TO_SHORTPTR(b8); | 
 |   int64_t total_sse = 0; | 
 |   int x, y; | 
 |   for (y = 0; y < height; ++y) { | 
 |     for (x = 0; x < width; ++x) { | 
 |       int64_t diff; | 
 |       diff = (a[x] >> input_shift) - (b[x] >> input_shift); | 
 |       total_sse += diff * diff; | 
 |     } | 
 |     a += a_stride; | 
 |     b += b_stride; | 
 |   } | 
 |   return total_sse; | 
 | } | 
 |  | 
 | static int64_t highbd_get_sse(const uint8_t *a, int a_stride, const uint8_t *b, | 
 |                               int b_stride, int width, int height) { | 
 |   int64_t total_sse = 0; | 
 |   int x, y; | 
 |   const int dw = width % 16; | 
 |   const int dh = height % 16; | 
 |  | 
 |   if (dw > 0) { | 
 |     total_sse += encoder_highbd_sse(&a[width - dw], a_stride, &b[width - dw], | 
 |                                     b_stride, dw, height); | 
 |   } | 
 |   if (dh > 0) { | 
 |     total_sse += encoder_highbd_sse(&a[(height - dh) * a_stride], a_stride, | 
 |                                     &b[(height - dh) * b_stride], b_stride, | 
 |                                     width - dw, dh); | 
 |   } | 
 |  | 
 |   for (y = 0; y < height / 16; ++y) { | 
 |     const uint8_t *pa = a; | 
 |     const uint8_t *pb = b; | 
 |     for (x = 0; x < width / 16; ++x) { | 
 |       total_sse += aom_highbd_sse(pa, a_stride, pb, b_stride, 16, 16); | 
 |       pa += 16; | 
 |       pb += 16; | 
 |     } | 
 |     a += 16 * a_stride; | 
 |     b += 16 * b_stride; | 
 |   } | 
 |   return total_sse; | 
 | } | 
 | #endif  // CONFIG_AV1_HIGHBITDEPTH | 
 |  | 
 | uint64_t aom_get_y_var(const YV12_BUFFER_CONFIG *a, int hstart, int width, | 
 |                        int vstart, int height) { | 
 |   return aom_var_2d_u8(a->y_buffer + vstart * a->y_stride + hstart, a->y_stride, | 
 |                        width, height) / | 
 |          (width * height); | 
 | } | 
 |  | 
 | uint64_t aom_get_u_var(const YV12_BUFFER_CONFIG *a, int hstart, int width, | 
 |                        int vstart, int height) { | 
 |   return aom_var_2d_u8(a->u_buffer + vstart * a->uv_stride + hstart, | 
 |                        a->uv_stride, width, height) / | 
 |          (width * height); | 
 | } | 
 |  | 
 | uint64_t aom_get_v_var(const YV12_BUFFER_CONFIG *a, int hstart, int width, | 
 |                        int vstart, int height) { | 
 |   return aom_var_2d_u8(a->v_buffer + vstart * a->uv_stride + hstart, | 
 |                        a->uv_stride, width, height) / | 
 |          (width * height); | 
 | } | 
 |  | 
 | int64_t aom_get_y_sse_part(const YV12_BUFFER_CONFIG *a, | 
 |                            const YV12_BUFFER_CONFIG *b, int hstart, int width, | 
 |                            int vstart, int height) { | 
 |   return get_sse(a->y_buffer + vstart * a->y_stride + hstart, a->y_stride, | 
 |                  b->y_buffer + vstart * b->y_stride + hstart, b->y_stride, | 
 |                  width, height); | 
 | } | 
 |  | 
 | int64_t aom_get_y_sse(const YV12_BUFFER_CONFIG *a, | 
 |                       const YV12_BUFFER_CONFIG *b) { | 
 |   assert(a->y_crop_width == b->y_crop_width); | 
 |   assert(a->y_crop_height == b->y_crop_height); | 
 |  | 
 |   return get_sse(a->y_buffer, a->y_stride, b->y_buffer, b->y_stride, | 
 |                  a->y_crop_width, a->y_crop_height); | 
 | } | 
 |  | 
 | int64_t aom_get_u_sse_part(const YV12_BUFFER_CONFIG *a, | 
 |                            const YV12_BUFFER_CONFIG *b, int hstart, int width, | 
 |                            int vstart, int height) { | 
 |   return get_sse(a->u_buffer + vstart * a->uv_stride + hstart, a->uv_stride, | 
 |                  b->u_buffer + vstart * b->uv_stride + hstart, b->uv_stride, | 
 |                  width, height); | 
 | } | 
 |  | 
 | int64_t aom_get_u_sse(const YV12_BUFFER_CONFIG *a, | 
 |                       const YV12_BUFFER_CONFIG *b) { | 
 |   assert(a->uv_crop_width == b->uv_crop_width); | 
 |   assert(a->uv_crop_height == b->uv_crop_height); | 
 |  | 
 |   return get_sse(a->u_buffer, a->uv_stride, b->u_buffer, b->uv_stride, | 
 |                  a->uv_crop_width, a->uv_crop_height); | 
 | } | 
 |  | 
 | int64_t aom_get_v_sse_part(const YV12_BUFFER_CONFIG *a, | 
 |                            const YV12_BUFFER_CONFIG *b, int hstart, int width, | 
 |                            int vstart, int height) { | 
 |   return get_sse(a->v_buffer + vstart * a->uv_stride + hstart, a->uv_stride, | 
 |                  b->v_buffer + vstart * b->uv_stride + hstart, b->uv_stride, | 
 |                  width, height); | 
 | } | 
 |  | 
 | int64_t aom_get_v_sse(const YV12_BUFFER_CONFIG *a, | 
 |                       const YV12_BUFFER_CONFIG *b) { | 
 |   assert(a->uv_crop_width == b->uv_crop_width); | 
 |   assert(a->uv_crop_height == b->uv_crop_height); | 
 |  | 
 |   return get_sse(a->v_buffer, a->uv_stride, b->v_buffer, b->uv_stride, | 
 |                  a->uv_crop_width, a->uv_crop_height); | 
 | } | 
 |  | 
 | #if CONFIG_AV1_HIGHBITDEPTH | 
 | uint64_t aom_highbd_get_y_var(const YV12_BUFFER_CONFIG *a, int hstart, | 
 |                               int width, int vstart, int height) { | 
 |   return aom_var_2d_u16(a->y_buffer + vstart * a->y_stride + hstart, | 
 |                         a->y_stride, width, height) / | 
 |          (width * height); | 
 | } | 
 |  | 
 | uint64_t aom_highbd_get_u_var(const YV12_BUFFER_CONFIG *a, int hstart, | 
 |                               int width, int vstart, int height) { | 
 |   return aom_var_2d_u16(a->u_buffer + vstart * a->uv_stride + hstart, | 
 |                         a->uv_stride, width, height) / | 
 |          (width * height); | 
 | } | 
 |  | 
 | uint64_t aom_highbd_get_v_var(const YV12_BUFFER_CONFIG *a, int hstart, | 
 |                               int width, int vstart, int height) { | 
 |   return aom_var_2d_u16(a->v_buffer + vstart * a->uv_stride + hstart, | 
 |                         a->uv_stride, width, height) / | 
 |          (width * height); | 
 | } | 
 |  | 
 | int64_t aom_highbd_get_y_sse_part(const YV12_BUFFER_CONFIG *a, | 
 |                                   const YV12_BUFFER_CONFIG *b, int hstart, | 
 |                                   int width, int vstart, int height) { | 
 |   return highbd_get_sse( | 
 |       a->y_buffer + vstart * a->y_stride + hstart, a->y_stride, | 
 |       b->y_buffer + vstart * b->y_stride + hstart, b->y_stride, width, height); | 
 | } | 
 |  | 
 | int64_t aom_highbd_get_y_sse(const YV12_BUFFER_CONFIG *a, | 
 |                              const YV12_BUFFER_CONFIG *b) { | 
 |   assert(a->y_crop_width == b->y_crop_width); | 
 |   assert(a->y_crop_height == b->y_crop_height); | 
 |   assert((a->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
 |   assert((b->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
 |  | 
 |   return highbd_get_sse(a->y_buffer, a->y_stride, b->y_buffer, b->y_stride, | 
 |                         a->y_crop_width, a->y_crop_height); | 
 | } | 
 |  | 
 | int64_t aom_highbd_get_u_sse_part(const YV12_BUFFER_CONFIG *a, | 
 |                                   const YV12_BUFFER_CONFIG *b, int hstart, | 
 |                                   int width, int vstart, int height) { | 
 |   return highbd_get_sse(a->u_buffer + vstart * a->uv_stride + hstart, | 
 |                         a->uv_stride, | 
 |                         b->u_buffer + vstart * b->uv_stride + hstart, | 
 |                         b->uv_stride, width, height); | 
 | } | 
 |  | 
 | int64_t aom_highbd_get_u_sse(const YV12_BUFFER_CONFIG *a, | 
 |                              const YV12_BUFFER_CONFIG *b) { | 
 |   assert(a->uv_crop_width == b->uv_crop_width); | 
 |   assert(a->uv_crop_height == b->uv_crop_height); | 
 |   assert((a->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
 |   assert((b->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
 |  | 
 |   return highbd_get_sse(a->u_buffer, a->uv_stride, b->u_buffer, b->uv_stride, | 
 |                         a->uv_crop_width, a->uv_crop_height); | 
 | } | 
 |  | 
 | int64_t aom_highbd_get_v_sse_part(const YV12_BUFFER_CONFIG *a, | 
 |                                   const YV12_BUFFER_CONFIG *b, int hstart, | 
 |                                   int width, int vstart, int height) { | 
 |   return highbd_get_sse(a->v_buffer + vstart * a->uv_stride + hstart, | 
 |                         a->uv_stride, | 
 |                         b->v_buffer + vstart * b->uv_stride + hstart, | 
 |                         b->uv_stride, width, height); | 
 | } | 
 |  | 
 | int64_t aom_highbd_get_v_sse(const YV12_BUFFER_CONFIG *a, | 
 |                              const YV12_BUFFER_CONFIG *b) { | 
 |   assert(a->uv_crop_width == b->uv_crop_width); | 
 |   assert(a->uv_crop_height == b->uv_crop_height); | 
 |   assert((a->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
 |   assert((b->flags & YV12_FLAG_HIGHBITDEPTH) != 0); | 
 |  | 
 |   return highbd_get_sse(a->v_buffer, a->uv_stride, b->v_buffer, b->uv_stride, | 
 |                         a->uv_crop_width, a->uv_crop_height); | 
 | } | 
 | #endif  // CONFIG_AV1_HIGHBITDEPTH | 
 |  | 
 | int64_t aom_get_sse_plane(const YV12_BUFFER_CONFIG *a, | 
 |                           const YV12_BUFFER_CONFIG *b, int plane, int highbd) { | 
 | #if CONFIG_AV1_HIGHBITDEPTH | 
 |   if (highbd) { | 
 |     switch (plane) { | 
 |       case 0: return aom_highbd_get_y_sse(a, b); | 
 |       case 1: return aom_highbd_get_u_sse(a, b); | 
 |       case 2: return aom_highbd_get_v_sse(a, b); | 
 |       default: assert(plane >= 0 && plane <= 2); return 0; | 
 |     } | 
 |   } else { | 
 |     switch (plane) { | 
 |       case 0: return aom_get_y_sse(a, b); | 
 |       case 1: return aom_get_u_sse(a, b); | 
 |       case 2: return aom_get_v_sse(a, b); | 
 |       default: assert(plane >= 0 && plane <= 2); return 0; | 
 |     } | 
 |   } | 
 | #else | 
 |   (void)highbd; | 
 |   switch (plane) { | 
 |     case 0: return aom_get_y_sse(a, b); | 
 |     case 1: return aom_get_u_sse(a, b); | 
 |     case 2: return aom_get_v_sse(a, b); | 
 |     default: assert(plane >= 0 && plane <= 2); return 0; | 
 |   } | 
 | #endif | 
 | } | 
 |  | 
 | #if CONFIG_AV1_HIGHBITDEPTH | 
 | void aom_calc_highbd_psnr(const YV12_BUFFER_CONFIG *a, | 
 |                           const YV12_BUFFER_CONFIG *b, PSNR_STATS *psnr, | 
 |                           uint32_t bit_depth, uint32_t in_bit_depth) { | 
 |   assert(a->y_crop_width == b->y_crop_width); | 
 |   assert(a->y_crop_height == b->y_crop_height); | 
 |   assert(a->uv_crop_width == b->uv_crop_width); | 
 |   assert(a->uv_crop_height == b->uv_crop_height); | 
 |   const int widths[3] = { a->y_crop_width, a->uv_crop_width, a->uv_crop_width }; | 
 |   const int heights[3] = { a->y_crop_height, a->uv_crop_height, | 
 |                            a->uv_crop_height }; | 
 |   const int a_strides[3] = { a->y_stride, a->uv_stride, a->uv_stride }; | 
 |   const int b_strides[3] = { b->y_stride, b->uv_stride, b->uv_stride }; | 
 |   int i; | 
 |   uint64_t total_sse = 0; | 
 |   uint32_t total_samples = 0; | 
 | #if CONFIG_LIBVMAF_PSNR_PEAK | 
 |   double peak = (double)(255 << (in_bit_depth - 8)); | 
 | #else | 
 |   double peak = (double)((1 << in_bit_depth) - 1); | 
 | #endif  // CONFIG_LIBVMAF_PSNR_PEAK | 
 |   const unsigned int input_shift = bit_depth - in_bit_depth; | 
 |  | 
 |   for (i = 0; i < 3; ++i) { | 
 |     const int w = widths[i]; | 
 |     const int h = heights[i]; | 
 |     const uint32_t samples = w * h; | 
 |     uint64_t sse; | 
 |     if (a->flags & YV12_FLAG_HIGHBITDEPTH) { | 
 |       if (input_shift) { | 
 |         sse = highbd_get_sse_shift(a->buffers[i], a_strides[i], b->buffers[i], | 
 |                                    b_strides[i], w, h, input_shift); | 
 |       } else { | 
 |         sse = highbd_get_sse(a->buffers[i], a_strides[i], b->buffers[i], | 
 |                              b_strides[i], w, h); | 
 |       } | 
 |     } else { | 
 |       sse = get_sse(a->buffers[i], a_strides[i], b->buffers[i], b_strides[i], w, | 
 |                     h); | 
 |     } | 
 |     psnr->sse[1 + i] = sse; | 
 |     psnr->samples[1 + i] = samples; | 
 |     psnr->psnr[1 + i] = aom_sse_to_psnr(samples, peak, (double)sse); | 
 |  | 
 |     total_sse += sse; | 
 |     total_samples += samples; | 
 |   } | 
 |  | 
 |   psnr->sse[0] = total_sse; | 
 |   psnr->samples[0] = total_samples; | 
 |   psnr->psnr[0] = | 
 |       aom_sse_to_psnr((double)total_samples, peak, (double)total_sse); | 
 |  | 
 |   // Compute PSNR based on stream bit depth | 
 |   if ((a->flags & YV12_FLAG_HIGHBITDEPTH) && (in_bit_depth < bit_depth)) { | 
 | #if CONFIG_LIBVMAF_PSNR_PEAK | 
 |     peak = (double)(255 << (bit_depth - 8)); | 
 | #else | 
 |     peak = (double)((1 << bit_depth) - 1); | 
 | #endif  // CONFIG_LIBVMAF_PSNR_PEAK | 
 |     total_sse = 0; | 
 |     total_samples = 0; | 
 |     for (i = 0; i < 3; ++i) { | 
 |       const int w = widths[i]; | 
 |       const int h = heights[i]; | 
 |       const uint32_t samples = w * h; | 
 |       uint64_t sse; | 
 |       sse = highbd_get_sse(a->buffers[i], a_strides[i], b->buffers[i], | 
 |                            b_strides[i], w, h); | 
 |       psnr->sse_hbd[1 + i] = sse; | 
 |       psnr->samples_hbd[1 + i] = samples; | 
 |       psnr->psnr_hbd[1 + i] = aom_sse_to_psnr(samples, peak, (double)sse); | 
 |       total_sse += sse; | 
 |       total_samples += samples; | 
 |     } | 
 |  | 
 |     psnr->sse_hbd[0] = total_sse; | 
 |     psnr->samples_hbd[0] = total_samples; | 
 |     psnr->psnr_hbd[0] = | 
 |         aom_sse_to_psnr((double)total_samples, peak, (double)total_sse); | 
 |   } | 
 | } | 
 | #endif | 
 |  | 
 | void aom_calc_psnr(const YV12_BUFFER_CONFIG *a, const YV12_BUFFER_CONFIG *b, | 
 |                    PSNR_STATS *psnr) { | 
 |   assert(a->y_crop_width == b->y_crop_width); | 
 |   assert(a->y_crop_height == b->y_crop_height); | 
 |   assert(a->uv_crop_width == b->uv_crop_width); | 
 |   assert(a->uv_crop_height == b->uv_crop_height); | 
 |   static const double peak = 255.0; | 
 |   const int widths[3] = { a->y_crop_width, a->uv_crop_width, a->uv_crop_width }; | 
 |   const int heights[3] = { a->y_crop_height, a->uv_crop_height, | 
 |                            a->uv_crop_height }; | 
 |   const int a_strides[3] = { a->y_stride, a->uv_stride, a->uv_stride }; | 
 |   const int b_strides[3] = { b->y_stride, b->uv_stride, b->uv_stride }; | 
 |   int i; | 
 |   uint64_t total_sse = 0; | 
 |   uint32_t total_samples = 0; | 
 |  | 
 |   for (i = 0; i < 3; ++i) { | 
 |     const int w = widths[i]; | 
 |     const int h = heights[i]; | 
 |     const uint32_t samples = w * h; | 
 |     const uint64_t sse = | 
 |         get_sse(a->buffers[i], a_strides[i], b->buffers[i], b_strides[i], w, h); | 
 |     psnr->sse[1 + i] = sse; | 
 |     psnr->samples[1 + i] = samples; | 
 |     psnr->psnr[1 + i] = aom_sse_to_psnr(samples, peak, (double)sse); | 
 |  | 
 |     total_sse += sse; | 
 |     total_samples += samples; | 
 |   } | 
 |  | 
 |   psnr->sse[0] = total_sse; | 
 |   psnr->samples[0] = total_samples; | 
 |   psnr->psnr[0] = | 
 |       aom_sse_to_psnr((double)total_samples, peak, (double)total_sse); | 
 | } |