| /* |
| * Copyright (c) 2020, 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. |
| */ |
| |
| #ifndef AOM_AV1_ENCODER_MODEL_RD_H_ |
| #define AOM_AV1_ENCODER_MODEL_RD_H_ |
| |
| #include "aom/aom_integer.h" |
| #include "av1/encoder/block.h" |
| #include "av1/encoder/encoder.h" |
| #include "av1/encoder/pustats.h" |
| #include "av1/encoder/rdopt_utils.h" |
| #include "config/aom_dsp_rtcd.h" |
| |
| #ifdef __cplusplus |
| extern "C" { |
| #endif |
| |
| // 0: Legacy model |
| // 1: Curve fit model |
| // 2: Surface fit model |
| // 3: DNN regression model |
| // 4: Full rd model |
| #define MODELRD_TYPE_INTERP_FILTER 1 |
| #define MODELRD_TYPE_TX_SEARCH_PRUNE 1 |
| #define MODELRD_TYPE_MASKED_COMPOUND 1 |
| #define MODELRD_TYPE_INTERINTRA 1 |
| #define MODELRD_TYPE_INTRA 1 |
| #define MODELRD_TYPE_MOTION_MODE_RD 1 |
| |
| typedef void (*model_rd_for_sb_type)(const AV1_COMP *const cpi, |
| BLOCK_SIZE bsize, MACROBLOCK *x, |
| MACROBLOCKD *xd, int plane_from, |
| int plane_to, int *out_rate_sum, |
| int64_t *out_dist_sum, int *skip_txfm_sb, |
| int64_t *skip_sse_sb, int *plane_rate, |
| int64_t *plane_sse, int64_t *plane_dist); |
| typedef void (*model_rd_from_sse_type)(const AV1_COMP *const cpi, |
| const MACROBLOCK *const x, |
| BLOCK_SIZE plane_bsize, int plane, |
| int64_t sse, int num_samples, int *rate, |
| int64_t *dist); |
| |
| static int64_t calculate_sse(MACROBLOCKD *const xd, |
| const struct macroblock_plane *p, |
| struct macroblockd_plane *pd, const int bw, |
| const int bh) { |
| int64_t sse = 0; |
| const int shift = xd->bd - 8; |
| #if CONFIG_AV1_HIGHBITDEPTH |
| if (is_cur_buf_hbd(xd)) { |
| sse = aom_highbd_sse(p->src.buf, p->src.stride, pd->dst.buf, pd->dst.stride, |
| bw, bh); |
| } else { |
| sse = |
| aom_sse(p->src.buf, p->src.stride, pd->dst.buf, pd->dst.stride, bw, bh); |
| } |
| #else |
| sse = aom_sse(p->src.buf, p->src.stride, pd->dst.buf, pd->dst.stride, bw, bh); |
| #endif |
| sse = ROUND_POWER_OF_TWO(sse, shift * 2); |
| return sse; |
| } |
| |
| static AOM_INLINE int64_t compute_sse_plane(MACROBLOCK *x, MACROBLOCKD *xd, |
| int plane, const BLOCK_SIZE bsize) { |
| struct macroblockd_plane *const pd = &xd->plane[plane]; |
| const BLOCK_SIZE plane_bsize = |
| get_plane_block_size(bsize, pd->subsampling_x, pd->subsampling_y); |
| int bw, bh; |
| const struct macroblock_plane *const p = &x->plane[plane]; |
| get_txb_dimensions(xd, plane, plane_bsize, 0, 0, plane_bsize, NULL, NULL, &bw, |
| &bh); |
| |
| int64_t sse = calculate_sse(xd, p, pd, bw, bh); |
| |
| return sse; |
| } |
| |
| static AOM_INLINE void model_rd_from_sse(const AV1_COMP *const cpi, |
| const MACROBLOCK *const x, |
| BLOCK_SIZE plane_bsize, int plane, |
| int64_t sse, int num_samples, |
| int *rate, int64_t *dist) { |
| (void)num_samples; |
| const MACROBLOCKD *const xd = &x->e_mbd; |
| const struct macroblock_plane *const p = &x->plane[plane]; |
| const int dequant_shift = (is_cur_buf_hbd(xd)) ? xd->bd - 5 : 3; |
| |
| // Fast approximate the modelling function. |
| if (cpi->sf.rd_sf.simple_model_rd_from_var) { |
| const int64_t square_error = sse; |
| int quantizer = p->dequant_QTX[1] >> dequant_shift; |
| if (quantizer < 120) |
| *rate = (int)AOMMIN( |
| (square_error * (280 - quantizer)) >> (16 - AV1_PROB_COST_SHIFT), |
| INT_MAX); |
| else |
| *rate = 0; |
| assert(*rate >= 0); |
| *dist = (square_error * quantizer) >> 8; |
| } else { |
| av1_model_rd_from_var_lapndz(sse, num_pels_log2_lookup[plane_bsize], |
| p->dequant_QTX[1] >> dequant_shift, rate, |
| dist); |
| } |
| *dist <<= 4; |
| } |
| |
| // Fits a curve for rate and distortion using as feature: |
| // log2(sse_norm/qstep^2) |
| static AOM_INLINE void model_rd_with_curvfit(const AV1_COMP *const cpi, |
| const MACROBLOCK *const x, |
| BLOCK_SIZE plane_bsize, int plane, |
| int64_t sse, int num_samples, |
| int *rate, int64_t *dist) { |
| (void)cpi; |
| (void)plane_bsize; |
| const MACROBLOCKD *const xd = &x->e_mbd; |
| const struct macroblock_plane *const p = &x->plane[plane]; |
| const int dequant_shift = (is_cur_buf_hbd(xd)) ? xd->bd - 5 : 3; |
| const int qstep = AOMMAX(p->dequant_QTX[1] >> dequant_shift, 1); |
| |
| if (sse == 0) { |
| if (rate) *rate = 0; |
| if (dist) *dist = 0; |
| return; |
| } |
| const double sse_norm = (double)sse / num_samples; |
| const double qstepsqr = (double)qstep * qstep; |
| const double xqr = log2(sse_norm / qstepsqr); |
| double rate_f, dist_by_sse_norm_f; |
| av1_model_rd_curvfit(plane_bsize, sse_norm, xqr, &rate_f, |
| &dist_by_sse_norm_f); |
| |
| const double dist_f = dist_by_sse_norm_f * sse_norm; |
| int rate_i = (int)(AOMMAX(0.0, rate_f * num_samples) + 0.5); |
| int64_t dist_i = (int64_t)(AOMMAX(0.0, dist_f * num_samples) + 0.5); |
| |
| // Check if skip is better |
| if (rate_i == 0) { |
| dist_i = sse << 4; |
| } else if (RDCOST(x->rdmult, rate_i, dist_i) >= |
| RDCOST(x->rdmult, 0, sse << 4)) { |
| rate_i = 0; |
| dist_i = sse << 4; |
| } |
| |
| if (rate) *rate = rate_i; |
| if (dist) *dist = dist_i; |
| } |
| |
| static AOM_INLINE void model_rd_for_sb( |
| const AV1_COMP *const cpi, BLOCK_SIZE bsize, MACROBLOCK *x, MACROBLOCKD *xd, |
| int plane_from, int plane_to, int *out_rate_sum, int64_t *out_dist_sum, |
| int *skip_txfm_sb, int64_t *skip_sse_sb, int *plane_rate, |
| int64_t *plane_sse, int64_t *plane_dist) { |
| // Note our transform coeffs are 8 times an orthogonal transform. |
| // Hence quantizer step is also 8 times. To get effective quantizer |
| // we need to divide by 8 before sending to modeling function. |
| int plane; |
| const int ref = xd->mi[0]->ref_frame[0]; |
| |
| int64_t rate_sum = 0; |
| int64_t dist_sum = 0; |
| int64_t total_sse = 0; |
| |
| assert(bsize < BLOCK_SIZES_ALL); |
| |
| for (plane = plane_from; plane <= plane_to; ++plane) { |
| if (plane && !xd->is_chroma_ref) break; |
| struct macroblock_plane *const p = &x->plane[plane]; |
| struct macroblockd_plane *const pd = &xd->plane[plane]; |
| const BLOCK_SIZE plane_bsize = |
| get_plane_block_size(bsize, pd->subsampling_x, pd->subsampling_y); |
| assert(plane_bsize < BLOCK_SIZES_ALL); |
| const int bw = block_size_wide[plane_bsize]; |
| const int bh = block_size_high[plane_bsize]; |
| int64_t sse; |
| int rate; |
| int64_t dist; |
| |
| sse = calculate_sse(xd, p, pd, bw, bh); |
| |
| model_rd_from_sse(cpi, x, plane_bsize, plane, sse, bw * bh, &rate, &dist); |
| |
| if (plane == 0) x->pred_sse[ref] = (unsigned int)AOMMIN(sse, UINT_MAX); |
| |
| total_sse += sse; |
| rate_sum += rate; |
| dist_sum += dist; |
| if (plane_rate) plane_rate[plane] = rate; |
| if (plane_sse) plane_sse[plane] = sse; |
| if (plane_dist) plane_dist[plane] = dist; |
| assert(rate_sum >= 0); |
| } |
| |
| if (skip_txfm_sb) *skip_txfm_sb = total_sse == 0; |
| if (skip_sse_sb) *skip_sse_sb = total_sse << 4; |
| rate_sum = AOMMIN(rate_sum, INT_MAX); |
| *out_rate_sum = (int)rate_sum; |
| *out_dist_sum = dist_sum; |
| } |
| |
| static AOM_INLINE void model_rd_for_sb_with_curvfit( |
| const AV1_COMP *const cpi, BLOCK_SIZE bsize, MACROBLOCK *x, MACROBLOCKD *xd, |
| int plane_from, int plane_to, int *out_rate_sum, int64_t *out_dist_sum, |
| int *skip_txfm_sb, int64_t *skip_sse_sb, int *plane_rate, |
| int64_t *plane_sse, int64_t *plane_dist) { |
| // Note our transform coeffs are 8 times an orthogonal transform. |
| // Hence quantizer step is also 8 times. To get effective quantizer |
| // we need to divide by 8 before sending to modeling function. |
| const int ref = xd->mi[0]->ref_frame[0]; |
| |
| int64_t rate_sum = 0; |
| int64_t dist_sum = 0; |
| int64_t total_sse = 0; |
| |
| for (int plane = plane_from; plane <= plane_to; ++plane) { |
| if (plane && !xd->is_chroma_ref) break; |
| struct macroblockd_plane *const pd = &xd->plane[plane]; |
| const BLOCK_SIZE plane_bsize = |
| get_plane_block_size(bsize, pd->subsampling_x, pd->subsampling_y); |
| int64_t dist, sse; |
| int rate; |
| int bw, bh; |
| const struct macroblock_plane *const p = &x->plane[plane]; |
| get_txb_dimensions(xd, plane, plane_bsize, 0, 0, plane_bsize, NULL, NULL, |
| &bw, &bh); |
| |
| sse = calculate_sse(xd, p, pd, bw, bh); |
| model_rd_with_curvfit(cpi, x, plane_bsize, plane, sse, bw * bh, &rate, |
| &dist); |
| |
| if (plane == 0) x->pred_sse[ref] = (unsigned int)AOMMIN(sse, UINT_MAX); |
| |
| total_sse += sse; |
| rate_sum += rate; |
| dist_sum += dist; |
| |
| if (plane_rate) plane_rate[plane] = rate; |
| if (plane_sse) plane_sse[plane] = sse; |
| if (plane_dist) plane_dist[plane] = dist; |
| } |
| |
| if (skip_txfm_sb) *skip_txfm_sb = rate_sum == 0; |
| if (skip_sse_sb) *skip_sse_sb = total_sse << 4; |
| *out_rate_sum = (int)rate_sum; |
| *out_dist_sum = dist_sum; |
| } |
| |
| enum { MODELRD_LEGACY, MODELRD_CURVFIT, MODELRD_TYPES } UENUM1BYTE(ModelRdType); |
| |
| static const model_rd_for_sb_type model_rd_sb_fn[MODELRD_TYPES] = { |
| model_rd_for_sb, model_rd_for_sb_with_curvfit |
| }; |
| |
| static const model_rd_from_sse_type model_rd_sse_fn[MODELRD_TYPES] = { |
| model_rd_from_sse, model_rd_with_curvfit |
| }; |
| |
| #ifdef __cplusplus |
| } // extern "C" |
| #endif |
| #endif // AOM_AV1_ENCODER_MODEL_RD_H_ |