|  | /* | 
|  | * 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); | 
|  | } | 
|  | } |