| /* | 
 |  * Copyright (c) 2021, Alliance for Open Media. All rights reserved | 
 |  * | 
 |  * This source code is subject to the terms of the BSD 3-Clause Clear License | 
 |  * and the Alliance for Open Media Patent License 1.0. If the BSD 3-Clause Clear | 
 |  * License was not distributed with this source code in the LICENSE file, you | 
 |  * can obtain it at aomedia.org/license/software-license/bsd-3-c-c/.  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 | 
 |  * aomedia.org/license/patent-license/. | 
 |  */ | 
 |  | 
 | #include <assert.h> | 
 | #include <math.h> | 
 |  | 
 | #include "config/aom_dsp_rtcd.h" | 
 |  | 
 | #include "aom_dsp/psnr.h" | 
 | #include "aom_scale/yv12config.h" | 
 |  | 
 | #define MIN_SSE 0.5 | 
 |  | 
 | double aom_sse_to_psnr(double samples, double peak, double sse) { | 
 |   const bool zero_sse = (sse < MIN_SSE); | 
 |   if (zero_sse) sse = MIN_SSE; | 
 |   assert(sse > 0.0); | 
 |   double psnr = 10.0 * log10(samples * peak * peak / sse); | 
 |   if (zero_sse) psnr = ceil(psnr); | 
 |   return psnr; | 
 | } | 
 |  | 
 | static void encoder_highbd_variance64(const uint16_t *a, int a_stride, | 
 |                                       const uint16_t *b, int b_stride, int w, | 
 |                                       int h, uint64_t *sse, int64_t *sum) { | 
 |   int64_t tsum = 0; | 
 |   uint64_t tsse = 0; | 
 |   for (int i = 0; i < h; ++i) { | 
 |     int32_t lsum = 0; | 
 |     for (int j = 0; j < w; ++j) { | 
 |       const int diff = a[j] - b[j]; | 
 |       lsum += diff; | 
 |       tsse += (uint32_t)(diff * diff); | 
 |     } | 
 |     tsum += lsum; | 
 |     a += a_stride; | 
 |     b += b_stride; | 
 |   } | 
 |   *sum = tsum; | 
 |   *sse = tsse; | 
 | } | 
 |  | 
 | static void encoder_highbd_8_variance(const uint16_t *a8, int a_stride, | 
 |                                       const uint16_t *b8, int b_stride, int w, | 
 |                                       int h, unsigned int *sse, int *sum) { | 
 |   uint64_t sse_long = 0; | 
 |   int64_t sum_long = 0; | 
 |   encoder_highbd_variance64(a8, a_stride, b8, b_stride, w, h, &sse_long, | 
 |                             &sum_long); | 
 |   *sse = (unsigned int)sse_long; | 
 |   *sum = (int)sum_long; | 
 | } | 
 |  | 
 | static int64_t highbd_get_sse_shift(const uint16_t *a, int a_stride, | 
 |                                     const uint16_t *b, int b_stride, int width, | 
 |                                     int height, unsigned int down_shift, | 
 |                                     int bit_depth) { | 
 |   (void)bit_depth; | 
 |   int64_t total_sse = 0; | 
 |   int x, y; | 
 |   for (y = 0; y < height; ++y) { | 
 |     for (x = 0; x < width; ++x) { | 
 |       int64_t diff; | 
 | #if CONFIG_ZERO_OFFSET_BITUPSHIFT | 
 |       uint16_t av = (uint16_t)ROUND_POWER_OF_TWO(a[x], down_shift); | 
 |       av = (uint16_t)clip_pixel_highbd(av, bit_depth); | 
 |       uint16_t bv = (uint16_t)ROUND_POWER_OF_TWO(b[x], down_shift); | 
 |       bv = (uint16_t)clip_pixel_highbd(bv, bit_depth); | 
 |       diff = (av - bv); | 
 | #else | 
 |       diff = (a[x] >> down_shift) - (b[x] >> down_shift); | 
 | #endif  // CONFIG_ZERO_OFFSET_BITUPSHIFT | 
 |       total_sse += diff * diff; | 
 |     } | 
 |     a += a_stride; | 
 |     b += b_stride; | 
 |   } | 
 |   return total_sse; | 
 | } | 
 |  | 
 | static int64_t highbd_get_sse(const uint16_t *a, int a_stride, | 
 |                               const uint16_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; | 
 |   unsigned int sse = 0; | 
 |   int sum = 0; | 
 |   if (dw > 0) { | 
 |     encoder_highbd_8_variance(&a[width - dw], a_stride, &b[width - dw], | 
 |                               b_stride, dw, height, &sse, &sum); | 
 |     total_sse += sse; | 
 |   } | 
 |   if (dh > 0) { | 
 |     encoder_highbd_8_variance(&a[(height - dh) * a_stride], a_stride, | 
 |                               &b[(height - dh) * b_stride], b_stride, | 
 |                               width - dw, dh, &sse, &sum); | 
 |     total_sse += sse; | 
 |   } | 
 |   for (y = 0; y < height / 16; ++y) { | 
 |     const uint16_t *pa = a; | 
 |     const uint16_t *pb = b; | 
 |     for (x = 0; x < width / 16; ++x) { | 
 |       aom_highbd_8_mse16x16(pa, a_stride, pb, b_stride, &sse); | 
 |       total_sse += sse; | 
 |       pa += 16; | 
 |       pb += 16; | 
 |     } | 
 |     a += 16 * a_stride; | 
 |     b += 16 * b_stride; | 
 |   } | 
 |   return total_sse; | 
 | } | 
 |  | 
 | 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); | 
 |  | 
 |   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); | 
 |  | 
 |   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); | 
 |  | 
 |   return highbd_get_sse(a->v_buffer, a->uv_stride, b->v_buffer, b->uv_stride, | 
 |                         a->uv_crop_width, a->uv_crop_height); | 
 | } | 
 |  | 
 | int64_t aom_get_sse_plane(const YV12_BUFFER_CONFIG *a, | 
 |                           const YV12_BUFFER_CONFIG *b, int plane) { | 
 |   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; | 
 |   } | 
 | } | 
 |  | 
 | #if CONFIG_BRU | 
 | int64_t aom_get_sse_plane_available(const YV12_BUFFER_CONFIG *a, | 
 |                                     const YV12_BUFFER_CONFIG *b, int plane, | 
 |                                     const uint8_t *active_map, | 
 |                                     const int active_map_stride, | 
 |                                     const int unit_cols, const int unit_rows, | 
 |                                     const int unit_w, const int unit_h) { | 
 |   // act is in bru unit size | 
 |   // unit_w , unit_h are subsampled | 
 |   const uint8_t *act = active_map; | 
 |   int64_t total_err = 0; | 
 |   for (int r = 0; r < unit_rows; r++) { | 
 |     for (int c = 0; c < unit_cols; c++) { | 
 |       // need to check both active and support | 
 |       if (act[c]) { | 
 |         const int h_start = c * unit_w; | 
 |         const int v_start = r * unit_h; | 
 |         const int width = AOMMIN( | 
 |             unit_w, (plane > 0 ? a->uv_crop_width : a->y_crop_width) - h_start); | 
 |         const int height = | 
 |             AOMMIN(unit_h, (plane > 0 ? a->uv_crop_height : a->y_crop_height) - | 
 |                                v_start); | 
 |         switch (plane) { | 
 |           case 0: | 
 |             total_err += aom_highbd_get_y_sse_part(a, b, h_start, width, | 
 |                                                    v_start, height); | 
 |             break; | 
 |           case 1: | 
 |             total_err += aom_highbd_get_u_sse_part(a, b, h_start, width, | 
 |                                                    v_start, height); | 
 |             break; | 
 |           case 2: | 
 |             total_err += aom_highbd_get_v_sse_part(a, b, h_start, width, | 
 |                                                    v_start, height); | 
 |             break; | 
 |           default: assert(plane >= 0 && plane <= 2); break; | 
 |         } | 
 |       } | 
 |     } | 
 |     act += active_map_stride; | 
 |   } | 
 |   return total_err; | 
 | } | 
 | #endif  // CONFIG_BRU | 
 | 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, | 
 |                           bool lossless) { | 
 |   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_AV2CTC_PSNR_PEAK | 
 |   double peak = (double)(255 << (in_bit_depth - 8)); | 
 | #else | 
 |   double peak = (double)((1 << in_bit_depth) - 1); | 
 | #endif  // CONFIG_AV2CTC_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 (input_shift) { | 
 |       sse = highbd_get_sse_shift(a->buffers[i], a_strides[i], b->buffers[i], | 
 |                                  b_strides[i], w, h, input_shift, in_bit_depth); | 
 |     } else { | 
 |       sse = highbd_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; | 
 |   } | 
 |  | 
 |   if (in_bit_depth >= bit_depth) { | 
 |     if (lossless && total_sse) { | 
 |       fprintf(stderr, "Non-zero SSE observed in lossless frame!\n"); | 
 |       assert(0); | 
 |     } | 
 |   } | 
 |  | 
 |   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 (in_bit_depth < bit_depth) { | 
 | #if CONFIG_AV2CTC_PSNR_PEAK | 
 |     peak = (double)(255 << (bit_depth - 8)); | 
 | #else | 
 |     peak = (double)((1 << bit_depth) - 1); | 
 | #endif  // CONFIG_AV2CTC_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; | 
 |     } | 
 |  | 
 |     if (lossless && total_sse) { | 
 |       fprintf(stderr, "Non-zero SSE observed in lossless frame!\n"); | 
 |       assert(0); | 
 |     } | 
 |  | 
 |     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); | 
 |   } | 
 | } |