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diff --git a/media/libaom/src/av1/encoder/mv_prec.c b/media/libaom/src/av1/encoder/mv_prec.c
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+/*
+ * Copyright (c) 2019, 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 "config/aom_config.h"
+
+#include "aom_ports/system_state.h"
+
+#include "av1/encoder/encodemv.h"
+#if !CONFIG_REALTIME_ONLY
+#include "av1/encoder/misc_model_weights.h"
+#endif // !CONFIG_REALTIME_ONLY
+#include "av1/encoder/mv_prec.h"
+
+#if !CONFIG_REALTIME_ONLY
+static AOM_INLINE int_mv get_ref_mv_for_mv_stats(
+ const MB_MODE_INFO *mbmi, const MB_MODE_INFO_EXT_FRAME *mbmi_ext_frame,
+ int ref_idx) {
+ int ref_mv_idx = mbmi->ref_mv_idx;
+ if (mbmi->mode == NEAR_NEWMV || mbmi->mode == NEW_NEARMV) {
+ assert(has_second_ref(mbmi));
+ ref_mv_idx += 1;
+ }
+
+ const MV_REFERENCE_FRAME *ref_frames = mbmi->ref_frame;
+ const int8_t ref_frame_type = av1_ref_frame_type(ref_frames);
+ const CANDIDATE_MV *curr_ref_mv_stack = mbmi_ext_frame->ref_mv_stack;
+
+ if (ref_frames[1] > INTRA_FRAME) {
+ assert(ref_idx == 0 || ref_idx == 1);
+ return ref_idx ? curr_ref_mv_stack[ref_mv_idx].comp_mv
+ : curr_ref_mv_stack[ref_mv_idx].this_mv;
+ }
+
+ assert(ref_idx == 0);
+ return ref_mv_idx < mbmi_ext_frame->ref_mv_count
+ ? curr_ref_mv_stack[ref_mv_idx].this_mv
+ : mbmi_ext_frame->global_mvs[ref_frame_type];
+}
+
+static AOM_INLINE int get_symbol_cost(const aom_cdf_prob *cdf, int symbol) {
+ const aom_cdf_prob cur_cdf = AOM_ICDF(cdf[symbol]);
+ const aom_cdf_prob prev_cdf = symbol ? AOM_ICDF(cdf[symbol - 1]) : 0;
+ const aom_cdf_prob p15 = AOMMAX(cur_cdf - prev_cdf, EC_MIN_PROB);
+
+ return av1_cost_symbol(p15);
+}
+
+static AOM_INLINE int keep_one_comp_stat(MV_STATS *mv_stats, int comp_val,
+ int comp_idx, const AV1_COMP *cpi,
+ int *rates) {
+ assert(comp_val != 0 && "mv component should not have zero value!");
+ const int sign = comp_val < 0;
+ const int mag = sign ? -comp_val : comp_val;
+ const int mag_minus_1 = mag - 1;
+ int offset;
+ const int mv_class = av1_get_mv_class(mag_minus_1, &offset);
+ const int int_part = offset >> 3; // int mv data
+ const int frac_part = (offset >> 1) & 3; // fractional mv data
+ const int high_part = offset & 1; // high precision mv data
+ const int use_hp = cpi->common.features.allow_high_precision_mv;
+ int r_idx = 0;
+
+ const MACROBLOCK *const x = &cpi->td.mb;
+ const MACROBLOCKD *const xd = &x->e_mbd;
+ FRAME_CONTEXT *ec_ctx = xd->tile_ctx;
+ nmv_context *nmvc = &ec_ctx->nmvc;
+ nmv_component *mvcomp_ctx = nmvc->comps;
+ nmv_component *cur_mvcomp_ctx = &mvcomp_ctx[comp_idx];
+ aom_cdf_prob *sign_cdf = cur_mvcomp_ctx->sign_cdf;
+ aom_cdf_prob *class_cdf = cur_mvcomp_ctx->classes_cdf;
+ aom_cdf_prob *class0_cdf = cur_mvcomp_ctx->class0_cdf;
+ aom_cdf_prob(*bits_cdf)[3] = cur_mvcomp_ctx->bits_cdf;
+ aom_cdf_prob *frac_part_cdf = mv_class
+ ? (cur_mvcomp_ctx->fp_cdf)
+ : (cur_mvcomp_ctx->class0_fp_cdf[int_part]);
+ aom_cdf_prob *high_part_cdf =
+ mv_class ? (cur_mvcomp_ctx->hp_cdf) : (cur_mvcomp_ctx->class0_hp_cdf);
+
+ const int sign_rate = get_symbol_cost(sign_cdf, sign);
+ rates[r_idx++] = sign_rate;
+ update_cdf(sign_cdf, sign, 2);
+
+ const int class_rate = get_symbol_cost(class_cdf, mv_class);
+ rates[r_idx++] = class_rate;
+ update_cdf(class_cdf, mv_class, MV_CLASSES);
+
+ int int_bit_rate = 0;
+ if (mv_class == MV_CLASS_0) {
+ int_bit_rate = get_symbol_cost(class0_cdf, int_part);
+ update_cdf(class0_cdf, int_part, CLASS0_SIZE);
+ } else {
+ const int n = mv_class + CLASS0_BITS - 1; // number of bits
+ for (int i = 0; i < n; ++i) {
+ int_bit_rate += get_symbol_cost(bits_cdf[i], (int_part >> i) & 1);
+ update_cdf(bits_cdf[i], (int_part >> i) & 1, 2);
+ }
+ }
+ rates[r_idx++] = int_bit_rate;
+ const int frac_part_rate = get_symbol_cost(frac_part_cdf, frac_part);
+ rates[r_idx++] = frac_part_rate;
+ update_cdf(frac_part_cdf, frac_part, MV_FP_SIZE);
+ const int high_part_rate =
+ use_hp ? get_symbol_cost(high_part_cdf, high_part) : 0;
+ if (use_hp) {
+ update_cdf(high_part_cdf, high_part, 2);
+ }
+ rates[r_idx++] = high_part_rate;
+
+ mv_stats->last_bit_zero += !high_part;
+ mv_stats->last_bit_nonzero += high_part;
+ const int total_rate =
+ (sign_rate + class_rate + int_bit_rate + frac_part_rate + high_part_rate);
+ return total_rate;
+}
+
+static AOM_INLINE void keep_one_mv_stat(MV_STATS *mv_stats, const MV *ref_mv,
+ const MV *cur_mv, const AV1_COMP *cpi) {
+ const MACROBLOCK *const x = &cpi->td.mb;
+ const MACROBLOCKD *const xd = &x->e_mbd;
+ FRAME_CONTEXT *ec_ctx = xd->tile_ctx;
+ nmv_context *nmvc = &ec_ctx->nmvc;
+ aom_cdf_prob *joint_cdf = nmvc->joints_cdf;
+ const int use_hp = cpi->common.features.allow_high_precision_mv;
+
+ const MV diff = { cur_mv->row - ref_mv->row, cur_mv->col - ref_mv->col };
+ const int mv_joint = av1_get_mv_joint(&diff);
+ // TODO(chiyotsai@google.com): Estimate hp_diff when we are using lp
+ const MV hp_diff = diff;
+ const int hp_mv_joint = av1_get_mv_joint(&hp_diff);
+ const MV truncated_diff = { (diff.row / 2) * 2, (diff.col / 2) * 2 };
+ const MV lp_diff = use_hp ? truncated_diff : diff;
+ const int lp_mv_joint = av1_get_mv_joint(&lp_diff);
+
+ aom_clear_system_state();
+ const int mv_joint_rate = get_symbol_cost(joint_cdf, mv_joint);
+ const int hp_mv_joint_rate = get_symbol_cost(joint_cdf, hp_mv_joint);
+ const int lp_mv_joint_rate = get_symbol_cost(joint_cdf, lp_mv_joint);
+
+ update_cdf(joint_cdf, mv_joint, MV_JOINTS);
+
+ mv_stats->total_mv_rate += mv_joint_rate;
+ mv_stats->hp_total_mv_rate += hp_mv_joint_rate;
+ mv_stats->lp_total_mv_rate += lp_mv_joint_rate;
+ mv_stats->mv_joint_count[mv_joint]++;
+
+ for (int comp_idx = 0; comp_idx < 2; comp_idx++) {
+ const int comp_val = comp_idx ? diff.col : diff.row;
+ const int hp_comp_val = comp_idx ? hp_diff.col : hp_diff.row;
+ const int lp_comp_val = comp_idx ? lp_diff.col : lp_diff.row;
+ int rates[5];
+ av1_zero_array(rates, 5);
+
+ const int comp_rate =
+ comp_val ? keep_one_comp_stat(mv_stats, comp_val, comp_idx, cpi, rates)
+ : 0;
+ // TODO(chiyotsai@google.com): Properly get hp rate when use_hp is false
+ const int hp_rate =
+ hp_comp_val ? rates[0] + rates[1] + rates[2] + rates[3] + rates[4] : 0;
+ const int lp_rate =
+ lp_comp_val ? rates[0] + rates[1] + rates[2] + rates[3] : 0;
+
+ mv_stats->total_mv_rate += comp_rate;
+ mv_stats->hp_total_mv_rate += hp_rate;
+ mv_stats->lp_total_mv_rate += lp_rate;
+ }
+}
+
+static AOM_INLINE void collect_mv_stats_b(MV_STATS *mv_stats,
+ const AV1_COMP *cpi, int mi_row,
+ int mi_col) {
+ const AV1_COMMON *cm = &cpi->common;
+ const CommonModeInfoParams *const mi_params = &cm->mi_params;
+
+ if (mi_row >= mi_params->mi_rows || mi_col >= mi_params->mi_cols) {
+ return;
+ }
+
+ const MB_MODE_INFO *mbmi =
+ mi_params->mi_grid_base[mi_row * mi_params->mi_stride + mi_col];
+ const MB_MODE_INFO_EXT_FRAME *mbmi_ext_frame =
+ cpi->mbmi_ext_info.frame_base +
+ get_mi_ext_idx(mi_row, mi_col, cm->mi_params.mi_alloc_bsize,
+ cpi->mbmi_ext_info.stride);
+
+ if (!is_inter_block(mbmi)) {
+ mv_stats->intra_count++;
+ return;
+ }
+ mv_stats->inter_count++;
+
+ const PREDICTION_MODE mode = mbmi->mode;
+ const int is_compound = has_second_ref(mbmi);
+
+ if (mode == NEWMV || mode == NEW_NEWMV) {
+ // All mvs are new
+ for (int ref_idx = 0; ref_idx < 1 + is_compound; ++ref_idx) {
+ const MV ref_mv =
+ get_ref_mv_for_mv_stats(mbmi, mbmi_ext_frame, ref_idx).as_mv;
+ const MV cur_mv = mbmi->mv[ref_idx].as_mv;
+ keep_one_mv_stat(mv_stats, &ref_mv, &cur_mv, cpi);
+ }
+ } else if (mode == NEAREST_NEWMV || mode == NEAR_NEWMV ||
+ mode == NEW_NEARESTMV || mode == NEW_NEARMV) {
+ // has exactly one new_mv
+ mv_stats->default_mvs += 1;
+
+ const int ref_idx = (mode == NEAREST_NEWMV || mode == NEAR_NEWMV);
+ const MV ref_mv =
+ get_ref_mv_for_mv_stats(mbmi, mbmi_ext_frame, ref_idx).as_mv;
+ const MV cur_mv = mbmi->mv[ref_idx].as_mv;
+
+ keep_one_mv_stat(mv_stats, &ref_mv, &cur_mv, cpi);
+ } else {
+ // No new_mv
+ mv_stats->default_mvs += 1 + is_compound;
+ }
+
+ // Add texture information
+ const BLOCK_SIZE bsize = mbmi->sb_type;
+ const int num_rows = block_size_high[bsize];
+ const int num_cols = block_size_wide[bsize];
+ const int y_stride = cpi->source->y_stride;
+ const int px_row = 4 * mi_row, px_col = 4 * mi_col;
+ const int buf_is_hbd = cpi->source->flags & YV12_FLAG_HIGHBITDEPTH;
+ const int bd = cm->seq_params.bit_depth;
+ if (buf_is_hbd) {
+ uint16_t *source_buf =
+ CONVERT_TO_SHORTPTR(cpi->source->y_buffer) + px_row * y_stride + px_col;
+ for (int row = 0; row < num_rows - 1; row++) {
+ for (int col = 0; col < num_cols - 1; col++) {
+ const int offset = row * y_stride + col;
+ const int horz_diff =
+ abs(source_buf[offset + 1] - source_buf[offset]) >> (bd - 8);
+ const int vert_diff =
+ abs(source_buf[offset + y_stride] - source_buf[offset]) >> (bd - 8);
+ mv_stats->horz_text += horz_diff;
+ mv_stats->vert_text += vert_diff;
+ mv_stats->diag_text += horz_diff * vert_diff;
+ }
+ }
+ } else {
+ uint8_t *source_buf = cpi->source->y_buffer + px_row * y_stride + px_col;
+ for (int row = 0; row < num_rows - 1; row++) {
+ for (int col = 0; col < num_cols - 1; col++) {
+ const int offset = row * y_stride + col;
+ const int horz_diff = abs(source_buf[offset + 1] - source_buf[offset]);
+ const int vert_diff =
+ abs(source_buf[offset + y_stride] - source_buf[offset]);
+ mv_stats->horz_text += horz_diff;
+ mv_stats->vert_text += vert_diff;
+ mv_stats->diag_text += horz_diff * vert_diff;
+ }
+ }
+ }
+}
+
+// Split block
+static AOM_INLINE void collect_mv_stats_sb(MV_STATS *mv_stats,
+ const AV1_COMP *cpi, int mi_row,
+ int mi_col, BLOCK_SIZE bsize) {
+ assert(bsize < BLOCK_SIZES_ALL);
+ const AV1_COMMON *cm = &cpi->common;
+
+ if (mi_row >= cm->mi_params.mi_rows || mi_col >= cm->mi_params.mi_cols)
+ return;
+
+ const PARTITION_TYPE partition = get_partition(cm, mi_row, mi_col, bsize);
+ const BLOCK_SIZE subsize = get_partition_subsize(bsize, partition);
+
+ const int hbs = mi_size_wide[bsize] / 2;
+ const int qbs = mi_size_wide[bsize] / 4;
+ switch (partition) {
+ case PARTITION_NONE:
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col);
+ break;
+ case PARTITION_HORZ:
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col);
+ collect_mv_stats_b(mv_stats, cpi, mi_row + hbs, mi_col);
+ break;
+ case PARTITION_VERT:
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col);
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col + hbs);
+ break;
+ case PARTITION_SPLIT:
+ collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, subsize);
+ collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col + hbs, subsize);
+ collect_mv_stats_sb(mv_stats, cpi, mi_row + hbs, mi_col, subsize);
+ collect_mv_stats_sb(mv_stats, cpi, mi_row + hbs, mi_col + hbs, subsize);
+ break;
+ case PARTITION_HORZ_A:
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col);
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col + hbs);
+ collect_mv_stats_b(mv_stats, cpi, mi_row + hbs, mi_col);
+ break;
+ case PARTITION_HORZ_B:
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col);
+ collect_mv_stats_b(mv_stats, cpi, mi_row + hbs, mi_col);
+ collect_mv_stats_b(mv_stats, cpi, mi_row + hbs, mi_col + hbs);
+ break;
+ case PARTITION_VERT_A:
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col);
+ collect_mv_stats_b(mv_stats, cpi, mi_row + hbs, mi_col);
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col + hbs);
+ break;
+ case PARTITION_VERT_B:
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col);
+ collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col + hbs);
+ collect_mv_stats_b(mv_stats, cpi, mi_row + hbs, mi_col + hbs);
+ break;
+ case PARTITION_HORZ_4:
+ for (int i = 0; i < 4; ++i) {
+ const int this_mi_row = mi_row + i * qbs;
+ collect_mv_stats_b(mv_stats, cpi, this_mi_row, mi_col);
+ }
+ break;
+ case PARTITION_VERT_4:
+ for (int i = 0; i < 4; ++i) {
+ const int this_mi_col = mi_col + i * qbs;
+ collect_mv_stats_b(mv_stats, cpi, mi_row, this_mi_col);
+ }
+ break;
+ default: assert(0);
+ }
+}
+
+static AOM_INLINE void collect_mv_stats_tile(MV_STATS *mv_stats,
+ const AV1_COMP *cpi,
+ const TileInfo *tile_info) {
+ const AV1_COMMON *cm = &cpi->common;
+ const int mi_row_start = tile_info->mi_row_start;
+ const int mi_row_end = tile_info->mi_row_end;
+ const int mi_col_start = tile_info->mi_col_start;
+ const int mi_col_end = tile_info->mi_col_end;
+ const int sb_size_mi = cm->seq_params.mib_size;
+ BLOCK_SIZE sb_size = cm->seq_params.sb_size;
+ for (int mi_row = mi_row_start; mi_row < mi_row_end; mi_row += sb_size_mi) {
+ for (int mi_col = mi_col_start; mi_col < mi_col_end; mi_col += sb_size_mi) {
+ collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, sb_size);
+ }
+ }
+}
+
+void av1_collect_mv_stats(AV1_COMP *cpi, int current_q) {
+ MV_STATS *mv_stats = &cpi->mv_stats;
+ const AV1_COMMON *cm = &cpi->common;
+ const int tile_cols = cm->tiles.cols;
+ const int tile_rows = cm->tiles.rows;
+
+ for (int tile_row = 0; tile_row < tile_rows; tile_row++) {
+ TileInfo tile_info;
+ av1_tile_set_row(&tile_info, cm, tile_row);
+ for (int tile_col = 0; tile_col < tile_cols; tile_col++) {
+ const int tile_idx = tile_row * tile_cols + tile_col;
+ av1_tile_set_col(&tile_info, cm, tile_col);
+ cpi->tile_data[tile_idx].tctx = *cm->fc;
+ cpi->td.mb.e_mbd.tile_ctx = &cpi->tile_data[tile_idx].tctx;
+ collect_mv_stats_tile(mv_stats, cpi, &tile_info);
+ }
+ }
+
+ mv_stats->q = current_q;
+ mv_stats->order = cpi->common.current_frame.order_hint;
+ mv_stats->valid = 1;
+}
+
+static AOM_INLINE int get_smart_mv_prec(AV1_COMP *cpi, const MV_STATS *mv_stats,
+ int current_q) {
+ const AV1_COMMON *cm = &cpi->common;
+ const int order_hint = cpi->common.current_frame.order_hint;
+ const int order_diff = order_hint - mv_stats->order;
+ aom_clear_system_state();
+ const float area = (float)(cm->width * cm->height);
+ float features[MV_PREC_FEATURE_SIZE] = {
+ (float)current_q,
+ (float)mv_stats->q,
+ (float)order_diff,
+ mv_stats->inter_count / area,
+ mv_stats->intra_count / area,
+ mv_stats->default_mvs / area,
+ mv_stats->mv_joint_count[0] / area,
+ mv_stats->mv_joint_count[1] / area,
+ mv_stats->mv_joint_count[2] / area,
+ mv_stats->mv_joint_count[3] / area,
+ mv_stats->last_bit_zero / area,
+ mv_stats->last_bit_nonzero / area,
+ mv_stats->total_mv_rate / area,
+ mv_stats->hp_total_mv_rate / area,
+ mv_stats->lp_total_mv_rate / area,
+ mv_stats->horz_text / area,
+ mv_stats->vert_text / area,
+ mv_stats->diag_text / area,
+ };
+
+ for (int f_idx = 0; f_idx < MV_PREC_FEATURE_SIZE; f_idx++) {
+ features[f_idx] =
+ (features[f_idx] - av1_mv_prec_mean[f_idx]) / av1_mv_prec_std[f_idx];
+ }
+ float score = 0.0f;
+
+ av1_nn_predict(features, &av1_mv_prec_dnn_config, 1, &score);
+
+ const int use_high_hp = score >= 0.0f;
+ return use_high_hp;
+}
+#endif // !CONFIG_REALTIME_ONLY
+
+void av1_pick_and_set_high_precision_mv(AV1_COMP *cpi, int qindex) {
+ int use_hp = qindex < HIGH_PRECISION_MV_QTHRESH;
+
+ if (cpi->sf.hl_sf.high_precision_mv_usage == QTR_ONLY) {
+ use_hp = 0;
+ }
+#if !CONFIG_REALTIME_ONLY
+ else if (cpi->sf.hl_sf.high_precision_mv_usage == LAST_MV_DATA &&
+ av1_frame_allows_smart_mv(cpi) && cpi->mv_stats.valid) {
+ use_hp = get_smart_mv_prec(cpi, &cpi->mv_stats, qindex);
+ }
+#endif // !CONFIG_REALTIME_ONLY
+
+ av1_set_high_precision_mv(cpi, use_hp,
+ cpi->common.features.cur_frame_force_integer_mv);
+}
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