| /* | 
 |  * 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 "config/aom_config.h" | 
 |  | 
 | #include "aom_ports/system_state.h" | 
 |  | 
 | #include "av1/encoder/encodemv.h" | 
 | #include "av1/encoder/misc_model_weights.h" | 
 | #include "av1/encoder/mv_prec.h" | 
 | #include "av1/common/reconinter.h" | 
 |  | 
 | #include "av1/common/reconinter.h" | 
 |  | 
 | 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) { | 
 | #if CONFIG_SEP_COMP_DRL | 
 |   const int ref_mv_idx = get_ref_mv_idx(mbmi, ref_idx); | 
 | #else | 
 |   const int ref_mv_idx = mbmi->ref_mv_idx; | 
 | #endif  // CONFIG_SEP_COMP_DRL | 
 |   assert(IMPLIES(have_nearmv_newmv_in_inter_mode(mbmi->mode), | 
 |                  has_second_ref(mbmi))); | 
 |  | 
 |   const MV_REFERENCE_FRAME *ref_frames = mbmi->ref_frame; | 
 |   const int8_t ref_frame_type = av1_ref_frame_type(ref_frames); | 
 | #if CONFIG_SEP_COMP_DRL | 
 |   const CANDIDATE_MV *curr_ref_mv_stack = | 
 |       has_second_drl(mbmi) ? mbmi_ext_frame->ref_mv_stack[ref_idx] | 
 |                            : mbmi_ext_frame->ref_mv_stack[0]; | 
 | #else | 
 |   const CANDIDATE_MV *curr_ref_mv_stack = mbmi_ext_frame->ref_mv_stack; | 
 | #endif  // CONFIG_SEP_COMP_DRL | 
 |  | 
 |   if (is_inter_ref_frame(ref_frames[1])) { | 
 |     assert(ref_idx == 0 || ref_idx == 1); | 
 | #if CONFIG_SEP_COMP_DRL | 
 |     return ref_idx && !has_second_drl(mbmi) | 
 |                ? curr_ref_mv_stack[ref_mv_idx].comp_mv | 
 | #else | 
 |     return ref_idx ? curr_ref_mv_stack[ref_mv_idx].comp_mv | 
 | #endif  // CONFIG_SEP_COMP_DRL | 
 |                : curr_ref_mv_stack[ref_mv_idx].this_mv; | 
 |   } | 
 |  | 
 |   assert(ref_idx == 0); | 
 | #if CONFIG_SEP_COMP_DRL | 
 |   if (ref_mv_idx < mbmi_ext_frame->ref_mv_count[0]) { | 
 | #else | 
 |   if (ref_mv_idx < mbmi_ext_frame->ref_mv_count) { | 
 | #endif  // CONFIG_SEP_COMP_DRL | 
 |     return curr_ref_mv_stack[ref_mv_idx].this_mv; | 
 |   } else if (is_tip_ref_frame(ref_frame_type)) { | 
 |     int_mv zero_mv; | 
 |     zero_mv.as_int = 0; | 
 |     return zero_mv; | 
 |   } else { | 
 |     return 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_low_precision( | 
 |     MV_STATS *mv_stats, int comp, int comp_idx, const AV1_COMP *cpi, int *rates, | 
 |     const MvSubpelPrecision pb_mv_precision) { | 
 |   assert(comp != 0 && "mv component should not have zero value!"); | 
 |   assert(pb_mv_precision < MV_PRECISION_ONE_PEL); | 
 |  | 
 |   int offset; | 
 |   const int nonZero_offset = (1 << (MV_PRECISION_ONE_PEL - pb_mv_precision)); | 
 |   const int sign = comp < 0; | 
 |   const int mag_int_mv = (abs(comp) >> 3) - nonZero_offset; | 
 |   assert(mag_int_mv >= 0); | 
 |   const int mv_class = av1_get_mv_class_low_precision(mag_int_mv, &offset); | 
 |   const int has_offset = (mv_class >= min_class_with_offset[pb_mv_precision]); | 
 |   const int start_lsb = MV_PRECISION_ONE_PEL - pb_mv_precision; | 
 |  | 
 |   int mv_class_coded_value = mv_class; | 
 |   // There is no valid value of MV_CLASS_1 for MV_PRECISION_FOUR_PEL. So | 
 |   // shifting the mv_class value before coding | 
 |   // There is no valid value of MV_CLASS_1 and MV_CLASS_2 for | 
 |   // MV_PRECISION_8_PEL. So shifting the mv_class value before coding | 
 |   if (pb_mv_precision == MV_PRECISION_FOUR_PEL && mv_class > MV_CLASS_1) | 
 |     mv_class_coded_value -= 1; | 
 |   else if (pb_mv_precision == MV_PRECISION_8_PEL && mv_class > MV_CLASS_2) | 
 |     mv_class_coded_value -= 2; | 
 |  | 
 |   const int num_mv_classes = MV_CLASSES - | 
 |                              (pb_mv_precision <= MV_PRECISION_FOUR_PEL) - | 
 |                              (pb_mv_precision <= MV_PRECISION_8_PEL); | 
 |  | 
 |   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; | 
 | #if CONFIG_ENTROPY_PARA | 
 |   aom_cdf_prob(*bits_cdf)[CDF_SIZE(2)] = cur_mvcomp_ctx->bits_cdf; | 
 | #else | 
 |   aom_cdf_prob(*bits_cdf)[3] = cur_mvcomp_ctx->bits_cdf; | 
 | #endif  // CONFIG_ENTROPY_PARA | 
 |  | 
 |   const int sign_rate = get_symbol_cost(sign_cdf, sign); | 
 |   rates[r_idx++] = sign_rate; | 
 |   update_cdf(sign_cdf, sign, 2); | 
 |  | 
 |   // Class | 
 |   const int class_rate = get_symbol_cost( | 
 |       cur_mvcomp_ctx->classes_cdf[av1_get_mv_class_context(pb_mv_precision)], | 
 |       mv_class_coded_value); | 
 |   rates[r_idx++] = class_rate; | 
 |   update_cdf( | 
 |       cur_mvcomp_ctx->classes_cdf[av1_get_mv_class_context(pb_mv_precision)], | 
 |       mv_class_coded_value, num_mv_classes); | 
 |  | 
 |   int int_bit_rate = 0; | 
 |   // Integer bits | 
 |   if (has_offset) { | 
 |     int i; | 
 |     const int n = (mv_class == MV_CLASS_0) ? 1 : mv_class; | 
 |     for (i = start_lsb; i < n; ++i) { | 
 |       int_bit_rate += get_symbol_cost(bits_cdf[i], (offset >> i) & 1); | 
 |       update_cdf(bits_cdf[i], (offset >> i) & 1, 2); | 
 |     } | 
 |   } | 
 |  | 
 |   rates[r_idx++] = int_bit_rate; | 
 |  | 
 |   mv_stats->last_bit_zero++;  // LSB of MV is always 0; | 
 |   mv_stats->last_bit_nonzero += 0; | 
 |   const int total_rate = (sign_rate + class_rate + int_bit_rate); | 
 |   return total_rate; | 
 | } | 
 |  | 
 | static AOM_INLINE int keep_one_comp_stat(MV_STATS *mv_stats, int comp_val, | 
 |                                          int comp_idx, const AV1_COMP *cpi, | 
 |                                          int is_adaptive_mvd, int *rates | 
 |  | 
 |                                          , | 
 |                                          const MvSubpelPrecision pb_mv_precision | 
 |  | 
 | ) { | 
 |   assert(comp_val != 0 && "mv component should not have zero value!"); | 
 |  | 
 |   if (pb_mv_precision < MV_PRECISION_ONE_PEL) { | 
 |     assert(!is_adaptive_mvd); | 
 |     return keep_one_comp_stat_low_precision(mv_stats, comp_val, comp_idx, cpi, | 
 |                                             rates, pb_mv_precision); | 
 |   } | 
 |  | 
 |   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 = pb_mv_precision > MV_PRECISION_QTR_PEL; | 
 |  | 
 |   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 *class0_cdf = cur_mvcomp_ctx->class0_cdf; | 
 | #if CONFIG_ENTROPY_PARA | 
 |   aom_cdf_prob(*bits_cdf)[CDF_SIZE(2)] = cur_mvcomp_ctx->bits_cdf; | 
 | #else | 
 |   aom_cdf_prob(*bits_cdf)[3] = cur_mvcomp_ctx->bits_cdf; | 
 | #endif  // CONFIG_ENTROPY_PARA | 
 |  | 
 |   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;  // 0 | 
 |   update_cdf(sign_cdf, sign, 2); | 
 |  | 
 |   const int class_rate = | 
 |       is_adaptive_mvd | 
 |           ? get_symbol_cost(cur_mvcomp_ctx->amvd_classes_cdf, mv_class) | 
 |           : get_symbol_cost( | 
 |                 cur_mvcomp_ctx | 
 |                     ->classes_cdf[av1_get_mv_class_context(pb_mv_precision)], | 
 |                 mv_class); | 
 |  | 
 |   rates[r_idx++] = class_rate;  // 1 | 
 |   if (is_adaptive_mvd) | 
 |     update_cdf(cur_mvcomp_ctx->amvd_classes_cdf, mv_class, MV_CLASSES); | 
 |   else | 
 |     update_cdf( | 
 |         cur_mvcomp_ctx->classes_cdf[av1_get_mv_class_context(pb_mv_precision)], | 
 |         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 { | 
 |     if (!is_adaptive_mvd) { | 
 |       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; | 
 |   int use_fractional_mv = !cpi->common.features.cur_frame_force_integer_mv; | 
 |  | 
 |   if (is_adaptive_mvd && (mv_class != MV_CLASS_0 || int_part > 0)) | 
 |     use_fractional_mv = 0; | 
 |   int frac_part_rate = 0, frac_part_rate_qpel = 0; | 
 |   aom_cdf_prob *frac_part_cdf = | 
 |       mv_class ? (cur_mvcomp_ctx->fp_cdf[0]) | 
 |                : (cur_mvcomp_ctx->class0_fp_cdf[int_part][0]); | 
 |   if (use_fractional_mv) { | 
 |     if (pb_mv_precision > MV_PRECISION_ONE_PEL) { | 
 |       frac_part_rate = get_symbol_cost(frac_part_cdf, frac_part >> 1); | 
 |       update_cdf(frac_part_cdf, frac_part >> 1, 2); | 
 |     } | 
 |  | 
 |     if (pb_mv_precision > MV_PRECISION_HALF_PEL) { | 
 |       frac_part_cdf = | 
 |           mv_class | 
 |               ? (cur_mvcomp_ctx->fp_cdf[1 + (frac_part >> 1)]) | 
 |               : (cur_mvcomp_ctx->class0_fp_cdf[int_part][1 + (frac_part >> 1)]); | 
 |       frac_part_rate_qpel = get_symbol_cost(frac_part_cdf, frac_part & 1); | 
 |       frac_part_rate += frac_part_rate_qpel; | 
 |       update_cdf(frac_part_cdf, frac_part & 1, 2); | 
 |     } | 
 |   } | 
 |  | 
 |   rates[r_idx++] = frac_part_rate; | 
 |   const int high_part_rate = (use_hp && use_fractional_mv) | 
 |                                  ? get_symbol_cost(high_part_cdf, high_part) | 
 |                                  : 0; | 
 |  | 
 |   if (use_hp && use_fractional_mv) { | 
 |     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 MvSubpelPrecision max_mv_precision, const int allow_pb_mv_precision, | 
 |     const MvSubpelPrecision pb_mv_precision, | 
 |     const int most_probable_pb_mv_precision, const MB_MODE_INFO *mbmi) { | 
 |   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; | 
 |   const AV1_COMMON *cm = &cpi->common; | 
 |   const int is_adaptive_mvd = enable_adaptive_mvd_resolution(cm, mbmi); | 
 |   aom_cdf_prob *joint_cdf = | 
 |       is_adaptive_mvd ? nmvc->amvd_joints_cdf : nmvc->joints_cdf; | 
 |  | 
 |   const int use_hp = pb_mv_precision > MV_PRECISION_QTR_PEL; | 
 |  | 
 |   const int pb_mv_precision_ctx = | 
 |       av1_get_pb_mv_precision_down_context(&cpi->common, xd); | 
 |  | 
 |   aom_cdf_prob *pb_mv_precision_cdf = | 
 |       xd->tile_ctx | 
 |           ->pb_mv_precision_cdf[pb_mv_precision_ctx] | 
 |                                [max_mv_precision - MV_PRECISION_HALF_PEL]; | 
 |  | 
 |   MV low_prec_ref_mv = *ref_mv; | 
 | #if BUGFIX_AMVD_AMVR | 
 |   if (!is_adaptive_mvd) | 
 | #endif | 
 | #if CONFIG_C071_SUBBLK_WARPMV | 
 |     if (pb_mv_precision < MV_PRECISION_HALF_PEL) | 
 | #endif  // CONFIG_C071_SUBBLK_WARPMV | 
 |       lower_mv_precision(&low_prec_ref_mv, pb_mv_precision); | 
 |   const MV diff = { cur_mv->row - low_prec_ref_mv.row, | 
 |                     cur_mv->col - low_prec_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); | 
 |   if (is_adaptive_mvd) | 
 |     update_cdf(joint_cdf, mv_joint, MV_JOINTS); | 
 |   else | 
 |     update_cdf(joint_cdf, mv_joint, MV_JOINTS); | 
 |  | 
 |   int flex_mv_rate = 0; | 
 |   if (allow_pb_mv_precision) { | 
 |     const int mpp_flag = (pb_mv_precision == most_probable_pb_mv_precision); | 
 |     const int mpp_flag_context = av1_get_mpp_flag_context(&cpi->common, xd); | 
 |     aom_cdf_prob *pb_mv_mpp_flag_cdf = | 
 |         xd->tile_ctx->pb_mv_mpp_flag_cdf[mpp_flag_context]; | 
 |     flex_mv_rate += get_symbol_cost(pb_mv_mpp_flag_cdf, mpp_flag); | 
 |     update_cdf(pb_mv_mpp_flag_cdf, mpp_flag, 2); | 
 |     if (!mpp_flag) { | 
 |       const PRECISION_SET *precision_def = | 
 |           &av1_mv_precision_sets[mbmi->mb_precision_set]; | 
 |       int down = av1_get_pb_mv_precision_index(mbmi); | 
 |       int nsymbs = precision_def->num_precisions - 1; | 
 |       flex_mv_rate += get_symbol_cost(pb_mv_precision_cdf, down); | 
 |       update_cdf(pb_mv_precision_cdf, down, nsymbs); | 
 |     } | 
 |  | 
 |     mv_stats->precision_count[pb_mv_precision]++; | 
 |   } | 
 |  | 
 |   mv_stats->total_mv_rate += flex_mv_rate; | 
 |   mv_stats->hp_total_mv_rate += flex_mv_rate; | 
 |   mv_stats->lp_total_mv_rate += flex_mv_rate; | 
 |   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, is_adaptive_mvd, rates | 
 |  | 
 |                                                    , | 
 |                                                    pb_mv_precision | 
 |  | 
 |                                                    ) | 
 |                               : 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; | 
 |   } | 
 |  | 
 |   // While collecting the mv stats after encoding a frame, mbmi should be | 
 |   // derived from mi_grid_base instead of using xd->mi[0]. | 
 |   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, SHARED_PART)) { | 
 |     mv_stats->intra_count++; | 
 |     return; | 
 |   } | 
 |   mv_stats->inter_count++; | 
 |  | 
 |   const PREDICTION_MODE mode = mbmi->mode; | 
 |   const int is_compound = has_second_ref(mbmi); | 
 |  | 
 |   const MvSubpelPrecision max_mv_precision = mbmi->max_mv_precision; | 
 |   const int allow_pb_mv_precision = | 
 |       is_pb_mv_precision_active(cm, mbmi, mbmi->sb_type[PLANE_TYPE_Y]); | 
 |   MvSubpelPrecision pb_mv_precision = mbmi->pb_mv_precision; | 
 |   const int most_probable_pb_mv_precision = mbmi->most_probable_pb_mv_precision; | 
 |  | 
 |   if (mode == NEWMV || mode == AMVDNEWMV || | 
 | #if CONFIG_OPTFLOW_REFINEMENT | 
 |       mode == NEW_NEWMV_OPTFLOW || | 
 | #endif  // CONFIG_OPTFLOW_REFINEMENT | 
 |       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, max_mv_precision, | 
 |                        allow_pb_mv_precision, pb_mv_precision, | 
 |                        most_probable_pb_mv_precision | 
 |  | 
 |                        , | 
 |                        mbmi); | 
 |     } | 
 |   } else if (have_nearmv_newmv_in_inter_mode(mode)) { | 
 |     // has exactly one new_mv | 
 |     mv_stats->default_mvs += 1; | 
 | #if CONFIG_OPTFLOW_REFINEMENT | 
 |     int ref_idx = is_joint_mvd_coding_mode(mbmi->mode) | 
 |                       ? get_joint_mvd_base_ref_list(cm, mbmi) | 
 |                       : (mode == NEAR_NEWMV || mode == NEAR_NEWMV_OPTFLOW); | 
 | #else | 
 |     int ref_idx = is_joint_mvd_coding_mode(mbmi->mode) | 
 |                       ? get_joint_mvd_base_ref_list(cm, mbmi) | 
 |                       : (mode == NEAR_NEWMV); | 
 | #endif  // CONFIG_OPTFLOW_REFINEMENT | 
 |  | 
 |     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 | 
 |  | 
 |                      , | 
 |                      max_mv_precision, allow_pb_mv_precision, pb_mv_precision, | 
 |                      most_probable_pb_mv_precision | 
 |  | 
 |                      , | 
 |                      mbmi); | 
 |   } else { | 
 |     // No new_mv | 
 |     mv_stats->default_mvs += 1 + is_compound; | 
 |   } | 
 |  | 
 |   // Add texture information | 
 |   const BLOCK_SIZE bsize = mbmi->sb_type[PLANE_TYPE_Y]; | 
 |   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 bd = cm->seq_params.bit_depth; | 
 |   uint16_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]) >> (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; | 
 |     } | 
 |   } | 
 | } | 
 |  | 
 | // Split block | 
 | #if CONFIG_EXT_RECUR_PARTITIONS | 
 | 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, | 
 |                                            PARTITION_TREE *ptree) { | 
 | #else | 
 | 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) { | 
 | #endif  // EXT_RECUR_PARTITIONS | 
 |   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; | 
 | #if CONFIG_EXT_RECUR_PARTITIONS | 
 |   const PARTITION_TYPE partition = ptree->partition; | 
 | #else | 
 |   const PARTITION_TYPE partition = | 
 |       get_partition(cm, SHARED_PART, mi_row, mi_col, bsize); | 
 | #endif  // CONFIG_EXT_RECUR_PARTITIONS | 
 |  | 
 |   const BLOCK_SIZE subsize = get_partition_subsize(bsize, partition); | 
 |  | 
 |   const int hbs_w = mi_size_wide[bsize] / 2; | 
 |   const int hbs_h = mi_size_high[bsize] / 2; | 
 | #if CONFIG_EXT_RECUR_PARTITIONS | 
 |   const int ebs_w = mi_size_wide[bsize] / 8; | 
 |   const int ebs_h = mi_size_high[bsize] / 8; | 
 | #else | 
 |   const int qbs_w = mi_size_wide[bsize] / 4; | 
 |   const int qbs_h = mi_size_high[bsize] / 4; | 
 | #endif  // CONFIG_EXT_RECUR_PARTITIONS | 
 |   switch (partition) { | 
 |     case PARTITION_NONE: | 
 |       collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col); | 
 |       break; | 
 |     case PARTITION_HORZ: | 
 | #if CONFIG_EXT_RECUR_PARTITIONS | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, subsize, | 
 |                           ptree->sub_tree[0]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row + hbs_h, mi_col, subsize, | 
 |                           ptree->sub_tree[1]); | 
 | #else | 
 |       collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col); | 
 |       collect_mv_stats_b(mv_stats, cpi, mi_row + hbs_h, mi_col); | 
 | #endif  // CONFIG_EXT_RECUR_PARTITIONS | 
 |       break; | 
 |     case PARTITION_VERT: | 
 | #if CONFIG_EXT_RECUR_PARTITIONS | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, subsize, | 
 |                           ptree->sub_tree[0]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col + hbs_w, subsize, | 
 |                           ptree->sub_tree[1]); | 
 | #else | 
 |       collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col); | 
 |       collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col + hbs_w); | 
 | #endif  // CONFIG_EXT_RECUR_PARTITIONS | 
 |       break; | 
 |     case PARTITION_SPLIT: | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, subsize, | 
 |                           ptree->sub_tree[0]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col + hbs_w, subsize, | 
 |                           ptree->sub_tree[1]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row + hbs_h, mi_col, subsize, | 
 |                           ptree->sub_tree[2]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row + hbs_h, mi_col + hbs_w, | 
 |                           subsize, ptree->sub_tree[3]); | 
 |       break; | 
 | #if CONFIG_EXT_RECUR_PARTITIONS | 
 |     case PARTITION_HORZ_4A: { | 
 |       const BLOCK_SIZE bsize_big = get_partition_subsize(bsize, PARTITION_HORZ); | 
 |       assert(bsize_big < BLOCK_SIZES_ALL); | 
 |       const BLOCK_SIZE bsize_med = subsize_lookup[PARTITION_HORZ][bsize_big]; | 
 |       assert(subsize == subsize_lookup[PARTITION_HORZ][bsize_med]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, subsize, | 
 |                           ptree->sub_tree[0]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row + ebs_h, mi_col, bsize_med, | 
 |                           ptree->sub_tree[1]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row + 3 * ebs_h, mi_col, bsize_big, | 
 |                           ptree->sub_tree[2]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row + 7 * ebs_h, mi_col, subsize, | 
 |                           ptree->sub_tree[3]); | 
 |       break; | 
 |     } | 
 |     case PARTITION_HORZ_4B: { | 
 |       const BLOCK_SIZE bsize_big = get_partition_subsize(bsize, PARTITION_HORZ); | 
 |       assert(bsize_big < BLOCK_SIZES_ALL); | 
 |       const BLOCK_SIZE bsize_med = subsize_lookup[PARTITION_HORZ][bsize_big]; | 
 |       assert(subsize == subsize_lookup[PARTITION_HORZ][bsize_med]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, subsize, | 
 |                           ptree->sub_tree[0]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row + ebs_h, mi_col, bsize_big, | 
 |                           ptree->sub_tree[1]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row + 5 * ebs_h, mi_col, bsize_med, | 
 |                           ptree->sub_tree[2]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row + 7 * ebs_h, mi_col, subsize, | 
 |                           ptree->sub_tree[3]); | 
 |       break; | 
 |     } | 
 |     case PARTITION_VERT_4A: { | 
 |       const BLOCK_SIZE bsize_big = get_partition_subsize(bsize, PARTITION_VERT); | 
 |       assert(bsize_big < BLOCK_SIZES_ALL); | 
 |       const BLOCK_SIZE bsize_med = subsize_lookup[PARTITION_VERT][bsize_big]; | 
 |       assert(subsize == subsize_lookup[PARTITION_VERT][bsize_med]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, subsize, | 
 |                           ptree->sub_tree[0]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col + ebs_w, bsize_med, | 
 |                           ptree->sub_tree[1]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col + 3 * ebs_w, bsize_big, | 
 |                           ptree->sub_tree[2]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col + 7 * ebs_w, subsize, | 
 |                           ptree->sub_tree[3]); | 
 |       break; | 
 |     } | 
 |     case PARTITION_VERT_4B: { | 
 |       const BLOCK_SIZE bsize_big = get_partition_subsize(bsize, PARTITION_VERT); | 
 |       assert(bsize_big < BLOCK_SIZES_ALL); | 
 |       const BLOCK_SIZE bsize_med = subsize_lookup[PARTITION_VERT][bsize_big]; | 
 |       assert(subsize == subsize_lookup[PARTITION_VERT][bsize_med]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, subsize, | 
 |                           ptree->sub_tree[0]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col + ebs_w, bsize_big, | 
 |                           ptree->sub_tree[1]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col + 5 * ebs_w, bsize_med, | 
 |                           ptree->sub_tree[2]); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col + 7 * ebs_w, subsize, | 
 |                           ptree->sub_tree[3]); | 
 |       break; | 
 |     } | 
 |     case PARTITION_HORZ_3: | 
 |     case PARTITION_VERT_3: { | 
 |       for (int i = 0; i < 4; ++i) { | 
 |         const BLOCK_SIZE this_bsize = | 
 |             get_h_partition_subsize(bsize, i, partition); | 
 |         const int offset_mr = | 
 |             get_h_partition_offset_mi_row(bsize, i, partition); | 
 |         const int offset_mc = | 
 |             get_h_partition_offset_mi_col(bsize, i, partition); | 
 |  | 
 |         collect_mv_stats_sb(mv_stats, cpi, mi_row + offset_mr, | 
 |                             mi_col + offset_mc, this_bsize, ptree->sub_tree[i]); | 
 |       } | 
 |       break; | 
 |     } | 
 | #else   // CONFIG_EXT_RECUR_PARTITIONS | 
 |     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_w); | 
 |       collect_mv_stats_b(mv_stats, cpi, mi_row + hbs_h, 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_h, mi_col); | 
 |       collect_mv_stats_b(mv_stats, cpi, mi_row + hbs_h, mi_col + hbs_w); | 
 |       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_h, mi_col); | 
 |       collect_mv_stats_b(mv_stats, cpi, mi_row, mi_col + hbs_w); | 
 |       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_w); | 
 |       collect_mv_stats_b(mv_stats, cpi, mi_row + hbs_h, mi_col + hbs_w); | 
 |       break; | 
 |     case PARTITION_HORZ_4: | 
 |       for (int i = 0; i < 4; ++i) { | 
 |         const int this_mi_row = mi_row + i * qbs_h; | 
 |         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_w; | 
 |         collect_mv_stats_b(mv_stats, cpi, mi_row, this_mi_col); | 
 |       } | 
 |       break; | 
 | #endif  // CONFIG_EXT_RECUR_PARTITIONS | 
 |     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->mib_size; | 
 |   BLOCK_SIZE sb_size = cm->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) { | 
 | #if CONFIG_EXT_RECUR_PARTITIONS | 
 |       const SB_INFO *sb_info = av1_get_sb_info(cm, mi_row, mi_col); | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, sb_size, | 
 |                           sb_info->ptree_root[0]); | 
 | #else | 
 |       collect_mv_stats_sb(mv_stats, cpi, mi_row, mi_col, sb_size); | 
 | #endif  // EXT_RECUR_PARTITIONS | 
 |     } | 
 |   } | 
 | } | 
 |  | 
 | 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; | 
 | #if CONFIG_EXPLICIT_TEMPORAL_DIST_CALC | 
 |   mv_stats->order = cpi->common.current_frame.display_order_hint; | 
 | #else | 
 |   mv_stats->order = cpi->common.current_frame.order_hint; | 
 | #endif  // CONFIG_EXPLICIT_TEMPORAL_DIST_CALC | 
 |   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; | 
 | #if CONFIG_EXPLICIT_TEMPORAL_DIST_CALC | 
 |   const int order_hint = cpi->common.current_frame.display_order_hint; | 
 | #else | 
 |   const int order_hint = cpi->common.current_frame.order_hint; | 
 | #endif  // CONFIG_EXPLICIT_TEMPORAL_DIST_CALC | 
 |   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; | 
 | } | 
 |  | 
 | 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; | 
 |   } 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); | 
 |   } | 
 |  | 
 |   MvSubpelPrecision prec = MV_PRECISION_QTR_PEL + use_hp; | 
 |   if (cpi->common.features.cur_frame_force_integer_mv) { | 
 |     prec = MV_PRECISION_ONE_PEL; | 
 |   } | 
 |   av1_set_high_precision_mv(cpi, prec); | 
 |   cpi->common.features.use_pb_mv_precision = | 
 |       cpi->common.seq_params.enable_flex_mvres; | 
 |   cpi->common.features.most_probable_fr_mv_precision = | 
 |       cpi->common.features.fr_mv_precision; | 
 | } |