/*
 * Copyright (c) 2016, 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 <limits.h>

#include "av1/common/reconintra.h"

#include "av1/encoder/encoder.h"
#include "av1/encoder/speed_features.h"
#include "av1/encoder/rdopt.h"

#include "aom_dsp/aom_dsp_common.h"

#define MAX_MESH_SPEED 5  // Max speed setting for mesh motion method
// Max speed setting for tx domain evaluation
#define MAX_TX_DOMAIN_EVAL_SPEED 5
static MESH_PATTERN
    good_quality_mesh_patterns[MAX_MESH_SPEED + 1][MAX_MESH_STEP] = {
      { { 64, 8 }, { 28, 4 }, { 15, 1 }, { 7, 1 } },
      { { 64, 8 }, { 28, 4 }, { 15, 1 }, { 7, 1 } },
      { { 64, 8 }, { 14, 2 }, { 7, 1 }, { 7, 1 } },
      { { 64, 16 }, { 24, 8 }, { 12, 4 }, { 7, 1 } },
      { { 64, 16 }, { 24, 8 }, { 12, 4 }, { 7, 1 } },
      { { 64, 16 }, { 24, 8 }, { 12, 4 }, { 7, 1 } },
    };
static unsigned char good_quality_max_mesh_pct[MAX_MESH_SPEED + 1] = { 50, 50,
                                                                       25, 15,
                                                                       5,  1 };

// TODO(huisu@google.com): These settings are pretty relaxed, tune them for
// each speed setting
static MESH_PATTERN intrabc_mesh_patterns[MAX_MESH_SPEED + 1][MAX_MESH_STEP] = {
  { { 256, 1 }, { 256, 1 }, { 0, 0 }, { 0, 0 } },
  { { 256, 1 }, { 256, 1 }, { 0, 0 }, { 0, 0 } },
  { { 64, 1 }, { 64, 1 }, { 0, 0 }, { 0, 0 } },
  { { 64, 1 }, { 64, 1 }, { 0, 0 }, { 0, 0 } },
  { { 64, 4 }, { 16, 1 }, { 0, 0 }, { 0, 0 } },
  { { 64, 4 }, { 16, 1 }, { 0, 0 }, { 0, 0 } },
};
static uint8_t intrabc_max_mesh_pct[MAX_MESH_SPEED + 1] = { 100, 100, 100,
                                                            25,  25,  10 };

// Threshold values to be used for pruning the txfm_domain_distortion
// based on block MSE
// Index 0: Default mode evaluation, Winner mode processing is not
// applicable (Eg : IntraBc). Index 1: Mode evaluation.
// Index 2: Winner mode evaluation. Index 1 and 2 are applicable when
// enable_winner_mode_for_use_tx_domain_dist speed feature is ON
// TODO(any): Experiment the threshold logic based on variance metric
static unsigned int tx_domain_dist_thresholds[3][MODE_EVAL_TYPES] = {
  { UINT_MAX, UINT_MAX, UINT_MAX }, { 22026, 22026, 22026 }, { 0, 0, 0 }
};

// Transform domain distortion type to be used for default, mode and winner mode
// evaluation Index 0: Default mode evaluation, Winner mode processing is not
// applicable (Eg : IntraBc). Index 1: Mode evaluation. Index 2: Winner mode
// evaluation. Index 1 and 2 are applicable when
// enable_winner_mode_for_use_tx_domain_dist speed feature is ON
static unsigned int tx_domain_dist_types[3][MODE_EVAL_TYPES] = { { 0, 2, 0 },
                                                                 { 1, 2, 0 },
                                                                 { 2, 2, 0 } };

// Indicates number of winner simple translation modes to be used
static unsigned int num_winner_motion_modes[3] = { 0, 10, 3 };

// Threshold values to be used for disabling coeff RD-optimization
// based on block MSE
// TODO(any): Experiment the threshold logic based on variance metric
// Index 0: Default mode evaluation, Winner mode processing is not applicable
// (Eg : IntraBc) Index 1: Mode evaluation. Index 2: Winner mode evaluation.
// Index 1 and 2 are applicable when enable_winner_mode_for_coeff_opt speed
// feature is ON
static unsigned int coeff_opt_dist_thresholds[5][MODE_EVAL_TYPES] = {
  { UINT_MAX, UINT_MAX, UINT_MAX },
  { 442413, 36314, UINT_MAX },
  { 162754, 36314, UINT_MAX },
  { 22026, 22026, UINT_MAX },
  { 22026, 22026, UINT_MAX }
};

// Transform size to be used for default, mode and winner mode evaluation
// Index 0: Default mode evaluation, Winner mode processing is not applicable
// (Eg : IntraBc) Index 1: Mode evaluation. Index 2: Winner mode evaluation.
// Index 1 and 2 are applicable when enable_winner_mode_for_tx_size_srch speed
// feature is ON
static TX_SIZE_SEARCH_METHOD tx_size_search_methods[3][MODE_EVAL_TYPES] = {
  { USE_FULL_RD, USE_LARGESTALL, USE_FULL_RD },
  { USE_FAST_RD, USE_LARGESTALL, USE_FULL_RD },
  { USE_LARGESTALL, USE_LARGESTALL, USE_FULL_RD }
};

// Predict transform skip levels to be used for default, mode and winner mode
// evaluation. Index 0: Default mode evaluation, Winner mode processing is not
// applicable. Index 1: Mode evaluation, Index 2: Winner mode evaluation
// Values indicate the aggressiveness of skip flag prediction.
// 0 : no early skip prediction
// 1 : conservative early skip prediction using DCT_DCT
// 2 : early skip prediction based on SSE
static unsigned int predict_skip_levels[3][MODE_EVAL_TYPES] = { { 0, 0, 0 },
                                                                { 1, 1, 1 },
                                                                { 1, 2, 1 } };

// scaling values to be used for gating wedge/compound segment based on best
// approximate rd
static int comp_type_rd_threshold_mul[3] = { 1, 11, 12 };
static int comp_type_rd_threshold_div[3] = { 3, 16, 16 };

// Intra only frames, golden frames (except alt ref overlays) and
// alt ref frames tend to be coded at a higher than ambient quality
static int frame_is_boosted(const AV1_COMP *cpi) {
  return frame_is_kf_gf_arf(cpi);
}

static BLOCK_SIZE dim_to_size(int dim) {
  switch (dim) {
    case 4: return BLOCK_4X4;
    case 8: return BLOCK_8X8;
    case 16: return BLOCK_16X16;
    case 32: return BLOCK_32X32;
    case 64: return BLOCK_64X64;
    case 128: return BLOCK_128X128;
    default: assert(0); return 0;
  }
}

static void set_good_speed_feature_framesize_dependent(
    const AV1_COMP *const cpi, SPEED_FEATURES *const sf, int speed) {
  const AV1_COMMON *const cm = &cpi->common;
  const int is_720p_or_larger = AOMMIN(cm->width, cm->height) >= 720;
  const int is_480p_or_larger = AOMMIN(cm->width, cm->height) >= 480;
  const int is_4k_or_larger = AOMMIN(cm->width, cm->height) >= 2160;

  if (is_480p_or_larger) {
    sf->part_sf.use_square_partition_only_threshold = BLOCK_128X128;
    if (is_720p_or_larger)
      sf->part_sf.auto_max_partition_based_on_simple_motion = ADAPT_PRED;
    else
      sf->part_sf.auto_max_partition_based_on_simple_motion = RELAXED_PRED;
  } else {
    sf->part_sf.use_square_partition_only_threshold = BLOCK_64X64;
    sf->part_sf.auto_max_partition_based_on_simple_motion = DIRECT_PRED;
  }

  if (is_4k_or_larger) {
    sf->part_sf.default_min_partition_size = BLOCK_8X8;
  }

  // TODO(huisu@google.com): train models for 720P and above.
  if (!is_720p_or_larger) {
    sf->part_sf.ml_partition_search_breakout_thresh[0] = 200;  // BLOCK_8X8
    sf->part_sf.ml_partition_search_breakout_thresh[1] = 250;  // BLOCK_16X16
    sf->part_sf.ml_partition_search_breakout_thresh[2] = 300;  // BLOCK_32X32
    sf->part_sf.ml_partition_search_breakout_thresh[3] = 500;  // BLOCK_64X64
    sf->part_sf.ml_partition_search_breakout_thresh[4] = -1;   // BLOCK_128X128
    sf->part_sf.ml_early_term_after_part_split_level = 1;
  }

  if (speed >= 1) {
    if (is_720p_or_larger) {
      sf->part_sf.use_square_partition_only_threshold = BLOCK_128X128;
    } else if (is_480p_or_larger) {
      sf->part_sf.use_square_partition_only_threshold = BLOCK_64X64;
    } else {
      sf->part_sf.use_square_partition_only_threshold = BLOCK_32X32;
    }

    if (!is_720p_or_larger) {
      sf->part_sf.ml_partition_search_breakout_thresh[0] = 200;  // BLOCK_8X8
      sf->part_sf.ml_partition_search_breakout_thresh[1] = 250;  // BLOCK_16X16
      sf->part_sf.ml_partition_search_breakout_thresh[2] = 300;  // BLOCK_32X32
      sf->part_sf.ml_partition_search_breakout_thresh[3] = 300;  // BLOCK_64X64
      sf->part_sf.ml_partition_search_breakout_thresh[4] = -1;  // BLOCK_128X128
    }
    sf->part_sf.ml_early_term_after_part_split_level = 2;
  }

  if (speed >= 2) {
    if (is_720p_or_larger) {
      sf->part_sf.use_square_partition_only_threshold = BLOCK_64X64;
    } else if (is_480p_or_larger) {
      sf->part_sf.use_square_partition_only_threshold = BLOCK_32X32;
    } else {
      sf->part_sf.use_square_partition_only_threshold = BLOCK_32X32;
    }

    if (is_720p_or_larger) {
      sf->part_sf.partition_search_breakout_dist_thr = (1 << 24);
      sf->part_sf.partition_search_breakout_rate_thr = 120;
    } else {
      sf->part_sf.partition_search_breakout_dist_thr = (1 << 22);
      sf->part_sf.partition_search_breakout_rate_thr = 100;
    }

    if (is_480p_or_larger)
      sf->tx_sf.tx_type_search.prune_tx_type_using_stats = 1;

    if (is_720p_or_larger)
      sf->inter_sf.prune_obmc_prob_thresh = 16;
    else
      sf->inter_sf.prune_obmc_prob_thresh = 8;
  }

  if (speed >= 3) {
    sf->part_sf.ml_early_term_after_part_split_level = 0;
    if (is_720p_or_larger) {
      sf->part_sf.partition_search_breakout_dist_thr = (1 << 25);
      sf->part_sf.partition_search_breakout_rate_thr = 200;
    } else {
      sf->part_sf.max_intra_bsize = BLOCK_32X32;
      sf->part_sf.partition_search_breakout_dist_thr = (1 << 23);
      sf->part_sf.partition_search_breakout_rate_thr = 120;
    }
  }

  if (speed >= 4) {
    if (is_720p_or_larger) {
      sf->part_sf.partition_search_breakout_dist_thr = (1 << 26);
    } else {
      sf->part_sf.partition_search_breakout_dist_thr = (1 << 24);
    }

    if (is_480p_or_larger)
      sf->tx_sf.tx_type_search.prune_tx_type_using_stats = 2;

    sf->inter_sf.prune_obmc_prob_thresh = 16;
  }

  if (speed >= 5) {
    if (is_720p_or_larger) {
      sf->inter_sf.prune_warped_prob_thresh = 16;
    } else if (is_480p_or_larger) {
      sf->inter_sf.prune_warped_prob_thresh = 8;
    }
  }
}

static void set_rt_speed_feature_framesize_dependent(const AV1_COMP *const cpi,
                                                     SPEED_FEATURES *const sf,
                                                     int speed) {
  const AV1_COMMON *const cm = &cpi->common;
  const int is_720p_or_larger = AOMMIN(cm->width, cm->height) >= 720;
  const int is_480p_or_larger = AOMMIN(cm->width, cm->height) >= 480;

  (void)is_720p_or_larger;  // Not used so far

  if (!is_480p_or_larger) {
    if (speed >= 8) {
      sf->mv_sf.subpel_search_method = SUBPEL_TREE;
      sf->rt_sf.estimate_motion_for_var_based_partition = 1;
    }
  }
}

static void set_good_speed_features_framesize_independent(
    const AV1_COMP *const cpi, SPEED_FEATURES *const sf, int speed) {
  const AV1_COMMON *const cm = &cpi->common;
  const GF_GROUP *const gf_group = &cpi->gf_group;
  const int boosted = frame_is_boosted(cpi);
  const int is_boosted_arf2_bwd_type =
      boosted || gf_group->update_type[gf_group->index] == INTNL_ARF_UPDATE;

  // Speed 0 for all speed features that give neutral coding performance change.
  sf->inter_sf.reduce_inter_modes = 1;
  sf->part_sf.prune_ext_partition_types_search_level = 1;
  sf->part_sf.ml_prune_rect_partition = 1;
  sf->part_sf.ml_prune_ab_partition = 1;
  sf->part_sf.ml_prune_4_partition = 1;
  sf->part_sf.simple_motion_search_prune_rect = 1;
  sf->tx_sf.adaptive_txb_search_level = 1;
  sf->inter_sf.use_dist_wtd_comp_flag = DIST_WTD_COMP_SKIP_MV_SEARCH;
  sf->tx_sf.model_based_prune_tx_search_level = 1;
  sf->inter_sf.model_based_post_interp_filter_breakout = 1;
  // TODO(any): Clean-up code related to hash_me in inter frames
  sf->mv_sf.disable_hash_me = frame_is_intra_only(cm) ? 0 : 1;

  // TODO(debargha): Test, tweak and turn on either 1 or 2
  sf->inter_sf.inter_mode_rd_model_estimation = 1;
  sf->inter_sf.prune_compound_using_single_ref = 1;

  sf->inter_sf.prune_mode_search_simple_translation = 1;
  sf->inter_sf.prune_ref_frame_for_rect_partitions =
      (boosted || (cm->allow_screen_content_tools))
          ? 0
          : (is_boosted_arf2_bwd_type ? 1 : 2);
  sf->part_sf.less_rectangular_check_level = 1;
  sf->gm_sf.gm_search_type = GM_REDUCED_REF_SEARCH_SKIP_L2_L3;
  sf->gm_sf.gm_disable_recode = 1;
  sf->interp_sf.use_fast_interpolation_filter_search = 1;
  sf->tx_sf.intra_tx_size_search_init_depth_sqr = 1;
  sf->intra_sf.intra_pruning_with_hog = 1;
  sf->intra_sf.intra_pruning_with_hog_thresh = -1.2f;
  sf->tx_sf.tx_type_search.use_reduced_intra_txset = 1;
  sf->inter_sf.selective_ref_frame = 1;
  sf->inter_sf.prune_wedge_pred_diff_based = 1;
  sf->inter_sf.disable_wedge_search_var_thresh = 0;
  sf->inter_sf.disable_wedge_search_edge_thresh = 0;
  sf->inter_sf.prune_motion_mode_level = 1;
  sf->interp_sf.cb_pred_filter_search = 0;
  sf->rt_sf.use_nonrd_pick_mode = 0;
  sf->rt_sf.use_real_time_ref_set = 0;

  if (speed >= 1) {
    sf->inter_sf.selective_ref_frame = 2;

    sf->gm_sf.prune_ref_frame_for_gm_search = boosted ? 0 : 1;
    sf->tx_sf.intra_tx_size_search_init_depth_rect = 1;

    sf->interp_sf.use_interp_filter = 1;
    sf->tx_sf.tx_type_search.skip_tx_search = 1;
    sf->tx_sf.tx_type_search.ml_tx_split_thresh = 4000;
    sf->tx_sf.adaptive_txb_search_level = 2;
    sf->tx_sf.use_intra_txb_hash = 1;
    sf->lpf_sf.dual_sgr_penalty_level = 1;
    sf->mv_sf.use_accurate_subpel_search = USE_4_TAPS;
    sf->inter_sf.reuse_inter_intra_mode = 1;
    sf->inter_sf.prune_comp_search_by_single_result = boosted ? 2 : 1;
    sf->inter_sf.skip_repeated_newmv = 1;
    sf->inter_sf.obmc_full_pixel_search_level = 1;
    // TODO(Venkat): Clean-up frame type dependency for
    // simple_motion_search_split in partition search function and set the
    // speed feature accordingly
    sf->part_sf.simple_motion_search_split =
        cm->allow_screen_content_tools ? 1 : 2;
    sf->part_sf.simple_motion_search_early_term_none = 1;

    sf->inter_sf.disable_interinter_wedge_newmv_search = boosted ? 0 : 1;
    sf->inter_sf.prune_comp_type_by_comp_avg = 1;
    sf->inter_sf.prune_motion_mode_level = 2;
    sf->gm_sf.gm_search_type = GM_REDUCED_REF_SEARCH_SKIP_L2_L3_ARF2;
    sf->gm_sf.disable_adaptive_warp_error_thresh = 0;
    sf->rd_sf.tx_domain_dist_level = boosted ? 1 : 2;
    sf->rd_sf.tx_domain_dist_thres_level = 1;
    sf->rd_sf.perform_coeff_opt = boosted ? 1 : 2;
    sf->inter_sf.prune_ref_frame_for_rect_partitions =
        (frame_is_intra_only(&cpi->common) || (cm->allow_screen_content_tools))
            ? 0
            : (boosted ? 1 : 2);
    sf->part_sf.intra_cnn_split = 1;

    sf->lpf_sf.enable_sgr_ep_pruning = 1;
    sf->tx_sf.inter_tx_size_search_init_depth_rect = 1;
    sf->tx_sf.inter_tx_size_search_init_depth_sqr = 1;
    sf->lpf_sf.cdef_pick_method = CDEF_FAST_SEARCH;
    sf->interp_sf.cb_pred_filter_search = 0;
    sf->tx_sf.model_based_prune_tx_search_level = 0;
    sf->inter_sf.reduce_inter_modes = boosted ? 1 : 2;
    sf->tx_sf.tx_type_search.prune_mode = PRUNE_2D_FAST;
    sf->inter_sf.prune_comp_type_by_model_rd = boosted ? 0 : 1;
    sf->intra_sf.prune_palette_search_level = 1;
  }

  if (speed >= 2) {
    sf->gm_sf.gm_erroradv_type = GM_ERRORADV_TR_2;

    sf->inter_sf.selective_ref_frame = 3;
    sf->lpf_sf.prune_sgr_based_on_wiener =
        cm->allow_screen_content_tools ? 0 : 1;

    // TODO(chiyotsai@google.com): We can get 10% speed up if we move
    // adaptive_rd_thresh to speed 1. But currently it performs poorly on some
    // clips (e.g. 5% loss on dinner_1080p). We need to examine the sequence a
    // bit more closely to figure out why.
    sf->inter_sf.adaptive_rd_thresh = 1;
    sf->mv_sf.auto_mv_step_size = 1;
    sf->mv_sf.subpel_iters_per_step = 1;
    sf->interp_sf.disable_filter_search_var_thresh = 100;
    sf->inter_sf.comp_inter_joint_search_thresh = BLOCK_SIZES_ALL;

    sf->part_sf.allow_partition_search_skip = 1;
    sf->inter_sf.disable_wedge_search_var_thresh = 100;
    sf->inter_sf.disable_wedge_search_edge_thresh = 0;
    sf->inter_sf.disable_interinter_wedge_newmv_search = 1;
    sf->inter_sf.fast_wedge_sign_estimate = 1;
    sf->interp_sf.disable_dual_filter = 1;
    sf->inter_sf.use_dist_wtd_comp_flag = DIST_WTD_COMP_DISABLED;
    sf->inter_sf.prune_comp_type_by_comp_avg = 2;
    sf->inter_sf.prune_comp_search_by_single_result = boosted ? 4 : 1;

    // TODO(Sachin): Enable/Enhance this speed feature for speed 2 & 3
    sf->interp_sf.adaptive_interp_filter_search = 1;
    sf->rd_sf.perform_coeff_opt = is_boosted_arf2_bwd_type ? 2 : 3;

    sf->inter_sf.prune_warp_using_wmtype = 1;
    sf->intra_sf.disable_smooth_intra =
        !frame_is_intra_only(&cpi->common) || (cpi->rc.frames_to_key != 1);
  }

  if (speed >= 3) {
    sf->part_sf.less_rectangular_check_level = 2;
    // adaptive_motion_search breaks encoder multi-thread tests.
    // The values in x->pred_mv[] differ for single and multi-thread cases.
    // See aomedia:1778.
    // sf->adaptive_motion_search = 1;
    sf->hl_sf.recode_loop = ALLOW_RECODE_KFARFGF;
    sf->mv_sf.use_accurate_subpel_search = USE_2_TAPS;
    if (cpi->oxcf.enable_smooth_interintra)
      sf->inter_sf.disable_smooth_interintra = boosted ? 0 : 1;
    sf->gm_sf.gm_search_type = GM_DISABLE_SEARCH;
    sf->inter_sf.prune_comp_search_by_single_result = boosted ? 4 : 2;
    sf->inter_sf.prune_motion_mode_level = boosted ? 2 : 3;
    // TODO(yunqing): evaluate this speed feature for speed 1 & 2, and combine
    // it with cpi->sf.disable_wedge_search_var_thresh.
    sf->inter_sf.disable_wedge_interintra_search = 1;
    // TODO(any): Experiment with the early exit mechanism for speeds 0, 1 and 2
    // and clean-up the speed feature
    sf->inter_sf.perform_best_rd_based_gating_for_chroma = 1;
    // TODO(any): Refactor the code related to following winner mode speed
    // features
    sf->winner_mode_sf.enable_winner_mode_for_coeff_opt = 1;
    // TODO(any): Experiment with this speed feature by enabling for key frames
    sf->winner_mode_sf.enable_winner_mode_for_tx_size_srch =
        frame_is_intra_only(&cpi->common) ? 0 : 1;
    sf->winner_mode_sf.enable_winner_mode_for_use_tx_domain_dist =
        cm->allow_screen_content_tools ? 0 : 1;
    sf->lpf_sf.reduce_wiener_window_size = is_boosted_arf2_bwd_type ? 0 : 1;
    sf->lpf_sf.prune_sgr_based_on_wiener =
        cm->allow_screen_content_tools ? 0 : 2;
    sf->mv_sf.subpel_search_method = SUBPEL_TREE_PRUNED;
    sf->part_sf.simple_motion_search_prune_agg = 1;
    sf->inter_sf.disable_sb_level_mv_cost_upd = 1;
    sf->winner_mode_sf.motion_mode_for_winner_cand =
        boosted
            ? 0
            : gf_group->update_type[gf_group->index] == INTNL_ARF_UPDATE ? 1
                                                                         : 2;
    sf->tx_sf.tx_type_search.use_skip_flag_prediction =
        cm->allow_screen_content_tools ? 1 : 2;
    sf->intra_sf.prune_palette_search_level = 2;
  }

  if (speed >= 4) {
    sf->inter_sf.selective_ref_frame = 4;
    // TODO(any): Experiment with enabling of this speed feature as hash state
    // is reset during winner mode processing
    sf->tx_sf.use_intra_txb_hash = 0;
    sf->tx_sf.tx_type_search.fast_intra_tx_type_search = 1;
    sf->lpf_sf.disable_loop_restoration_chroma =
        (boosted || cm->allow_screen_content_tools) ? 0 : 1;
    sf->lpf_sf.reduce_wiener_window_size = !boosted;
    sf->interp_sf.cb_pred_filter_search = 1;
    sf->inter_sf.adaptive_mode_search = 1;
    sf->inter_sf.alt_ref_search_fp = 1;
    sf->interp_sf.skip_sharp_interp_filter_search = 1;
    sf->rd_sf.perform_coeff_opt = is_boosted_arf2_bwd_type ? 2 : 4;
    sf->tx_sf.adaptive_txb_search_level = boosted ? 2 : 3;
    sf->mv_sf.subpel_search_method = SUBPEL_TREE_PRUNED_MORE;
    sf->winner_mode_sf.enable_winner_mode_for_tx_size_srch = 1;
    // TODO(any): Extend multi-winner mode processing support for inter frames
    sf->winner_mode_sf.enable_multiwinner_mode_process =
        frame_is_intra_only(&cpi->common) ? 1 : 0;
    sf->tx_sf.tx_type_search.enable_winner_mode_tx_type_pruning = 1;
    // TODO(any): Experiment with this speed feature set to 2 for higher quality
    // presets as well
    sf->intra_sf.skip_intra_in_interframe = 2;

    sf->intra_sf.intra_y_mode_mask[TX_64X64] = INTRA_DC_H_V;
    sf->intra_sf.intra_uv_mode_mask[TX_64X64] = UV_INTRA_DC_H_V_CFL;
    sf->intra_sf.intra_y_mode_mask[TX_32X32] = INTRA_DC_H_V;
    sf->intra_sf.intra_uv_mode_mask[TX_32X32] = UV_INTRA_DC_H_V_CFL;
    sf->intra_sf.intra_y_mode_mask[TX_16X16] = INTRA_DC_H_V;
    sf->intra_sf.intra_uv_mode_mask[TX_16X16] = UV_INTRA_DC_H_V_CFL;

    sf->tx_sf.tx_type_search.prune_mode = PRUNE_2D_MORE;

    // TODO(any): The following features have no impact on quality and speed,
    // and are disabled.
    // sf->disable_filter_search_var_thresh = 200;
    // sf->use_fast_coef_costing = 1;
    // sf->partition_search_breakout_rate_thr = 300;

    // TODO(any): The following features give really bad quality/speed trade
    // off. Needs to be re-worked.
    // sf->tx_size_search_method = USE_LARGESTALL;
    // sf->mv.search_method = BIGDIA;
    // sf->adaptive_rd_thresh = 4;
    // sf->mode_search_skip_flags =
    //     (cm->current_frame.frame_type == KEY_FRAME)
    //     ? 0
    //     : FLAG_SKIP_INTRA_DIRMISMATCH | FLAG_SKIP_INTRA_BESTINTER |
    //     FLAG_SKIP_COMP_BESTINTRA | FLAG_SKIP_INTRA_LOWVAR |
    //     FLAG_EARLY_TERMINATE;
    // sf->tx_domain_dist_level = 2;
    sf->rd_sf.tx_domain_dist_thres_level = 2;
    sf->part_sf.simple_motion_search_prune_agg = 2;
    sf->interp_sf.use_interp_filter = 2;
    sf->inter_sf.prune_ref_mv_idx_search = 1;
  }

  if (speed >= 5) {
    sf->lpf_sf.disable_lr_filter = 1;
    sf->inter_sf.disable_obmc = 1;
    sf->inter_sf.disable_interinter_wedge = 1;
    sf->inter_sf.disable_smooth_interintra = 1;
    sf->inter_sf.disable_onesided_comp = 1;
    sf->tpl_sf.prune_intra_modes = 1;
    sf->tpl_sf.reduce_first_step_size = 6;
  }
}

// TODO(kyslov): now this is very similar to
// set_good_speed_features_framesize_independent
//               except it sets non-rd flag on speed8. This function will likely
//               be modified in the future with RT-specific speed features
static void set_rt_speed_features_framesize_independent(AV1_COMP *cpi,
                                                        SPEED_FEATURES *sf,
                                                        int speed) {
  AV1_COMMON *const cm = &cpi->common;
  const int boosted = frame_is_boosted(cpi);

  // Speed 0 for all speed features that give neutral coding performance change.
  sf->inter_sf.reduce_inter_modes = 1;
  sf->part_sf.prune_ext_partition_types_search_level = 1;
  sf->part_sf.ml_prune_rect_partition = 1;
  sf->part_sf.ml_prune_ab_partition = 1;
  sf->part_sf.ml_prune_4_partition = 1;
  sf->tx_sf.adaptive_txb_search_level = 1;
  sf->inter_sf.use_dist_wtd_comp_flag = DIST_WTD_COMP_SKIP_MV_SEARCH;
  sf->tx_sf.model_based_prune_tx_search_level = 1;
  sf->inter_sf.model_based_post_interp_filter_breakout = 1;

  // TODO(debargha): Test, tweak and turn on either 1 or 2
  sf->inter_sf.inter_mode_rd_model_estimation = 0;
  sf->inter_sf.prune_compound_using_single_ref = 0;
  sf->inter_sf.prune_mode_search_simple_translation = 1;

  sf->inter_sf.prune_ref_frame_for_rect_partitions = !boosted;
  sf->part_sf.less_rectangular_check_level = 1;
  sf->gm_sf.gm_search_type = GM_REDUCED_REF_SEARCH_SKIP_L2_L3;
  sf->gm_sf.gm_disable_recode = 1;
  sf->interp_sf.use_fast_interpolation_filter_search = 1;
  sf->tx_sf.intra_tx_size_search_init_depth_sqr = 1;
  sf->intra_sf.intra_pruning_with_hog = 1;
  sf->intra_sf.intra_pruning_with_hog_thresh = -1.2f;
  sf->tx_sf.tx_type_search.use_reduced_intra_txset = 1;
  sf->inter_sf.selective_ref_frame = 1;
  sf->inter_sf.prune_wedge_pred_diff_based = 1;
  sf->inter_sf.disable_wedge_search_var_thresh = 0;
  sf->inter_sf.disable_wedge_search_edge_thresh = 0;
  sf->inter_sf.prune_motion_mode_level = 1;
  sf->interp_sf.cb_pred_filter_search = 0;
  sf->rt_sf.use_nonrd_pick_mode = 0;
  sf->rt_sf.use_real_time_ref_set = 0;
  sf->rt_sf.reuse_inter_pred_nonrd = 0;
  sf->rt_sf.estimate_motion_for_var_based_partition = 1;
  sf->rt_sf.use_comp_ref_nonrd = 1;
  sf->rt_sf.check_intra_pred_nonrd = 1;
  sf->rt_sf.use_nonrd_filter_search = 1;
  sf->rt_sf.nonrd_use_blockyrd_interp_filter = 0;
  sf->rt_sf.nonrd_reduce_golden_mode_search = 0;
  sf->rt_sf.hybrid_intra_pickmode = 0;

  if (speed >= 1) {
    sf->gm_sf.gm_erroradv_type = GM_ERRORADV_TR_1;
    sf->inter_sf.selective_ref_frame = 2;

    sf->tx_sf.intra_tx_size_search_init_depth_rect = 1;
    sf->tx_sf.tx_size_search_lgr_block = 1;
    sf->part_sf.prune_ext_partition_types_search_level = 2;
    sf->interp_sf.use_interp_filter = 1;
    sf->tx_sf.tx_type_search.skip_tx_search = 1;
    sf->tx_sf.tx_type_search.ml_tx_split_thresh = 4000;
    sf->tx_sf.adaptive_txb_search_level = 2;
    sf->tx_sf.use_intra_txb_hash = 1;
    sf->rd_sf.optimize_b_precheck = 1;
    sf->lpf_sf.dual_sgr_penalty_level = 1;
    sf->mv_sf.use_accurate_subpel_search = USE_4_TAPS;
    sf->inter_sf.reuse_inter_intra_mode = 1;
    sf->inter_sf.prune_comp_search_by_single_result = 1;
    sf->inter_sf.skip_repeated_newmv = 1;
    sf->inter_sf.obmc_full_pixel_search_level = 1;
    // TODO(jianj): Following speed feature will be further explored to
    // identify the appropriate tradeoff between encoder performance and its
    // speed.
    sf->inter_sf.prune_single_motion_modes_by_simple_trans = 1;

    sf->part_sf.simple_motion_search_prune_rect = 1;

    sf->inter_sf.disable_wedge_search_var_thresh = 0;
    sf->inter_sf.disable_wedge_search_edge_thresh = 0;
    sf->inter_sf.prune_comp_type_by_comp_avg = 1;
    sf->inter_sf.prune_motion_mode_level = 2;
    sf->gm_sf.gm_search_type = GM_REDUCED_REF_SEARCH_SKIP_L2_L3_ARF2;
    sf->interp_sf.cb_pred_filter_search = 1;
    sf->rd_sf.tx_domain_dist_level = boosted ? 0 : 1;
    sf->rd_sf.tx_domain_dist_thres_level = 1;
  }

  if (speed >= 2) {
    sf->gm_sf.gm_erroradv_type = GM_ERRORADV_TR_2;

    sf->inter_sf.selective_ref_frame = 3;
    sf->tx_sf.inter_tx_size_search_init_depth_rect = 1;
    sf->tx_sf.inter_tx_size_search_init_depth_sqr = 1;
    sf->lpf_sf.cdef_pick_method = CDEF_FAST_SEARCH;

    sf->inter_sf.adaptive_rd_thresh = 1;
    sf->mv_sf.auto_mv_step_size = 1;
    sf->mv_sf.subpel_iters_per_step = 1;
    sf->interp_sf.disable_filter_search_var_thresh = 100;
    sf->inter_sf.comp_inter_joint_search_thresh = BLOCK_SIZES_ALL;

    sf->part_sf.partition_search_breakout_rate_thr = 80;
    sf->part_sf.allow_partition_search_skip = 1;
    sf->inter_sf.disable_wedge_search_var_thresh = 100;
    sf->inter_sf.disable_wedge_search_edge_thresh = 0;
    sf->inter_sf.fast_wedge_sign_estimate = 1;
    sf->interp_sf.disable_dual_filter = 1;
    sf->inter_sf.use_dist_wtd_comp_flag = DIST_WTD_COMP_DISABLED;
    sf->inter_sf.prune_comp_type_by_comp_avg = 2;
    sf->interp_sf.cb_pred_filter_search = 0;
    sf->interp_sf.adaptive_interp_filter_search = 1;
    sf->tx_sf.model_based_prune_tx_search_level = 0;
  }

  if (speed >= 3) {
    sf->inter_sf.selective_ref_frame = 4;
    sf->winner_mode_sf.tx_size_search_level = boosted ? 0 : 2;
    sf->part_sf.less_rectangular_check_level = 2;
    // adaptive_motion_search breaks encoder multi-thread tests.
    // The values in x->pred_mv[] differ for single and multi-thread cases.
    // See aomedia:1778.
    // sf->adaptive_motion_search = 1;
    sf->hl_sf.recode_loop = ALLOW_RECODE_KFARFGF;
    sf->rd_sf.tx_domain_dist_level = 1;
    sf->mv_sf.use_accurate_subpel_search = USE_2_TAPS;
    sf->inter_sf.adaptive_rd_thresh = 2;
    sf->tx_sf.tx_type_search.prune_mode = PRUNE_2D_FAST;
    sf->gm_sf.gm_search_type = GM_DISABLE_SEARCH;
    sf->inter_sf.prune_comp_search_by_single_result = 2;
    sf->inter_sf.prune_motion_mode_level = boosted ? 2 : 3;
    sf->inter_sf.prune_warp_using_wmtype = 1;
    // TODO(yunqing): evaluate this speed feature for speed 1 & 2, and combine
    // it with cpi->sf.disable_wedge_search_var_thresh.
    sf->inter_sf.disable_wedge_interintra_search = 1;
    sf->inter_sf.disable_sb_level_mv_cost_upd = 1;
  }

  if (speed >= 4) {
    sf->tx_sf.use_intra_txb_hash = 0;
    sf->rd_sf.use_mb_rd_hash = 0;
    sf->tx_sf.tx_type_search.fast_intra_tx_type_search = 1;
    sf->tx_sf.tx_type_search.fast_inter_tx_type_search = 1;
    sf->winner_mode_sf.tx_size_search_level = frame_is_intra_only(cm) ? 0 : 2;
    sf->mv_sf.subpel_search_method = SUBPEL_TREE_PRUNED;
    sf->inter_sf.adaptive_mode_search = 1;
    sf->inter_sf.alt_ref_search_fp = 1;
    sf->interp_sf.skip_sharp_interp_filter_search = 1;
  }

  if (speed >= 5) {
    sf->hl_sf.recode_loop = ALLOW_RECODE_KFMAXBW;
    sf->intra_sf.intra_y_mode_mask[TX_64X64] = INTRA_DC_H_V;
    sf->intra_sf.intra_uv_mode_mask[TX_64X64] = UV_INTRA_DC_H_V_CFL;
    sf->intra_sf.intra_y_mode_mask[TX_32X32] = INTRA_DC_H_V;
    sf->intra_sf.intra_uv_mode_mask[TX_32X32] = UV_INTRA_DC_H_V_CFL;
    sf->intra_sf.intra_y_mode_mask[TX_16X16] = INTRA_DC_H_V;
    sf->intra_sf.intra_uv_mode_mask[TX_16X16] = UV_INTRA_DC_H_V_CFL;
    sf->winner_mode_sf.tx_size_search_level = 2;
    sf->mv_sf.search_method = BIGDIA;
    sf->mv_sf.subpel_search_method = SUBPEL_TREE_PRUNED_MORE;
    sf->inter_sf.adaptive_rd_thresh = 4;
    sf->rt_sf.mode_search_skip_flags =
        (cm->current_frame.frame_type == KEY_FRAME)
            ? 0
            : FLAG_SKIP_INTRA_DIRMISMATCH | FLAG_SKIP_INTRA_BESTINTER |
                  FLAG_SKIP_COMP_BESTINTRA | FLAG_SKIP_INTRA_LOWVAR |
                  FLAG_EARLY_TERMINATE;
    sf->interp_sf.disable_filter_search_var_thresh = 200;
    sf->rd_sf.use_fast_coef_costing = 1;
    sf->part_sf.partition_search_breakout_rate_thr = 300;
    sf->rd_sf.tx_domain_dist_level = 2;
    sf->rd_sf.tx_domain_dist_thres_level = 2;
  }

  if (speed >= 6) {
    sf->rd_sf.optimize_coefficients = NO_TRELLIS_OPT;
    for (int i = 0; i < TX_SIZES; ++i) {
      sf->intra_sf.intra_y_mode_mask[i] = INTRA_DC;
      sf->intra_sf.intra_uv_mode_mask[i] = UV_INTRA_DC_CFL;
    }
    sf->part_sf.partition_search_breakout_rate_thr = 500;
    sf->rd_sf.simple_model_rd_from_var = 1;
    sf->lpf_sf.lpf_pick = LPF_PICK_FROM_Q;
    sf->mv_sf.subpel_force_stop = QUARTER_PEL;
    sf->part_sf.default_max_partition_size = BLOCK_128X128;
    sf->part_sf.default_min_partition_size = BLOCK_8X8;
    sf->hl_sf.frame_parameter_update = 0;
    sf->mv_sf.search_method = FAST_DIAMOND;
    sf->part_sf.partition_search_type = VAR_BASED_PARTITION;
    sf->rt_sf.mode_search_skip_flags |= FLAG_SKIP_INTRA_DIRMISMATCH;
    sf->rt_sf.use_real_time_ref_set = 1;
    sf->tx_sf.tx_type_search.prune_mode = PRUNE_2D_MORE;
    sf->winner_mode_sf.tx_size_search_level = 1;
    sf->rt_sf.use_comp_ref_nonrd = 0;
    sf->inter_sf.inter_mode_rd_model_estimation = 2;
    sf->lpf_sf.cdef_pick_method = CDEF_PICK_FROM_Q;
    sf->part_sf.max_intra_bsize = BLOCK_32X32;
    sf->tx_sf.use_inter_txb_hash = 0;
    sf->rt_sf.skip_interp_filter_search = 1;
    sf->inter_sf.adaptive_mode_search = 2;
    sf->rt_sf.force_tx_search_off = 1;
    sf->rt_sf.num_inter_modes_for_tx_search = 5;
    sf->rt_sf.use_simple_rd_model = 1;
  }
  if (speed >= 7) {
    sf->lpf_sf.lpf_pick = LPF_PICK_FROM_Q;
    sf->mv_sf.subpel_force_stop = QUARTER_PEL;
    sf->part_sf.default_max_partition_size = BLOCK_128X128;
    sf->part_sf.default_min_partition_size = BLOCK_8X8;
    sf->hl_sf.frame_parameter_update = 0;
    sf->mv_sf.search_method = FAST_DIAMOND;
    sf->part_sf.partition_search_type = VAR_BASED_PARTITION;
    sf->rt_sf.mode_search_skip_flags |= FLAG_SKIP_INTRA_DIRMISMATCH;
    sf->rt_sf.use_nonrd_pick_mode = 1;
    sf->rt_sf.use_comp_ref_nonrd = 0;
    sf->inter_sf.inter_mode_rd_model_estimation = 2;
    sf->lpf_sf.cdef_pick_method = CDEF_PICK_FROM_Q;
    sf->rt_sf.skip_interp_filter_search = 0;
    sf->rt_sf.short_circuit_low_temp_var = 0;
    sf->rt_sf.reuse_inter_pred_nonrd = 0;
    sf->rt_sf.nonrd_reduce_golden_mode_search = 0;
    sf->rt_sf.nonrd_use_blockyrd_interp_filter = 1;
    sf->rt_sf.nonrd_merge_partition = 1;
    sf->rt_sf.use_nonrd_altref_frame = 1;
    sf->mv_sf.subpel_search_method = SUBPEL_TREE;
  }
  if (speed >= 8) {
    sf->rt_sf.nonrd_merge_partition = 0;
    sf->rt_sf.estimate_motion_for_var_based_partition = 0;
    sf->rt_sf.short_circuit_low_temp_var = 1;
    sf->rt_sf.reuse_inter_pred_nonrd = 1;
    sf->rt_sf.nonrd_use_blockyrd_interp_filter = 0;
    sf->rt_sf.use_nonrd_altref_frame = 0;
    sf->rt_sf.nonrd_reduce_golden_mode_search = 1;
    sf->rt_sf.hybrid_intra_pickmode = 1;
// TODO(kyslov) Enable when better model is available
// It gives +5% speedup and 11% overall BDRate degradation
// So, can not enable now until better CurvFit is there
#if 0
    sf->use_modeled_non_rd_cost = 1;
#endif
  }
}

static AOM_INLINE void init_hl_sf(HIGH_LEVEL_SPEED_FEATURES *hl_sf) {
  // best quality defaults
  hl_sf->frame_parameter_update = 1;
  hl_sf->recode_loop = ALLOW_RECODE;
  hl_sf->reduce_high_precision_mv_usage = 0;
  hl_sf->disable_overlay_frames = 0;
  // TODO(yunqing): turn it on for speed 0 if there is gain.
  hl_sf->adaptive_overlay_encoding = 1;
  // Recode loop tolerance %.
  hl_sf->recode_tolerance = 25;
}

static AOM_INLINE void init_gm_sf(GLOBAL_MOTION_SPEED_FEATURES *gm_sf) {
  gm_sf->gm_erroradv_type = GM_ERRORADV_TR_0;
  gm_sf->disable_adaptive_warp_error_thresh = 1;
  gm_sf->selective_ref_gm = 1;
  gm_sf->gm_search_type = GM_FULL_SEARCH;
  gm_sf->gm_disable_recode = 0;
  gm_sf->prune_ref_frame_for_gm_search = 0;
}

static AOM_INLINE void init_part_sf(PARTITION_SPEED_FEATURES *part_sf) {
  part_sf->partition_search_type = SEARCH_PARTITION;
  part_sf->less_rectangular_check_level = 0;
  part_sf->use_square_partition_only_threshold = BLOCK_128X128;
  part_sf->auto_max_partition_based_on_simple_motion = NOT_IN_USE;
  part_sf->auto_min_partition_based_on_simple_motion = 0;
  part_sf->default_max_partition_size = BLOCK_LARGEST;
  part_sf->default_min_partition_size = BLOCK_4X4;
  part_sf->adjust_partitioning_from_last_frame = 0;
  part_sf->allow_partition_search_skip = 0;
  part_sf->max_intra_bsize = BLOCK_LARGEST;
  // This setting only takes effect when partition_search_type is set
  // to FIXED_PARTITION.
  part_sf->always_this_block_size = BLOCK_16X16;
  // Recode loop tolerance %.
  part_sf->partition_search_breakout_dist_thr = 0;
  part_sf->partition_search_breakout_rate_thr = 0;
  part_sf->prune_ext_partition_types_search_level = 0;
  part_sf->ml_prune_rect_partition = 0;
  part_sf->ml_prune_ab_partition = 0;
  part_sf->ml_prune_4_partition = 0;
  part_sf->ml_early_term_after_part_split_level = 0;
  for (int i = 0; i < PARTITION_BLOCK_SIZES; ++i) {
    part_sf->ml_partition_search_breakout_thresh[i] =
        -1;  // -1 means not enabled.
  }
  part_sf->simple_motion_search_prune_agg = 0;
  part_sf->simple_motion_search_split = 0;
  part_sf->simple_motion_search_prune_rect = 0;
  part_sf->simple_motion_search_early_term_none = 0;
  part_sf->intra_cnn_split = 0;
}

static AOM_INLINE void init_mv_sf(MV_SPEED_FEATURES *mv_sf) {
  mv_sf->search_method = NSTEP;
  mv_sf->subpel_search_method = SUBPEL_TREE;
  mv_sf->subpel_iters_per_step = 2;
  mv_sf->subpel_force_stop = EIGHTH_PEL;
  mv_sf->auto_mv_step_size = 0;
  mv_sf->adaptive_motion_search = 0;
  mv_sf->use_accurate_subpel_search = USE_8_TAPS;
  mv_sf->disable_hash_me = 0;
}

static AOM_INLINE void init_inter_sf(INTER_MODE_SPEED_FEATURES *inter_sf) {
  inter_sf->comp_inter_joint_search_thresh = BLOCK_4X4;
  inter_sf->adaptive_rd_thresh = 0;
  inter_sf->model_based_post_interp_filter_breakout = 0;
  inter_sf->reduce_inter_modes = 0;
  inter_sf->adaptive_mode_search = 0;
  inter_sf->alt_ref_search_fp = 0;
  inter_sf->selective_ref_frame = 0;
  inter_sf->prune_ref_frame_for_rect_partitions = 0;
  inter_sf->disable_wedge_search_edge_thresh = 0;
  inter_sf->disable_wedge_search_var_thresh = 0;
  inter_sf->fast_wedge_sign_estimate = 0;
  inter_sf->prune_wedge_pred_diff_based = 0;
  inter_sf->use_dist_wtd_comp_flag = DIST_WTD_COMP_ENABLED;
  inter_sf->reuse_inter_intra_mode = 0;
  inter_sf->disable_sb_level_coeff_cost_upd = 0;
  inter_sf->disable_sb_level_mv_cost_upd = 0;
  inter_sf->prune_comp_search_by_single_result = 0;
  inter_sf->skip_repeated_newmv = 0;
  // TODO(any) Cleanup this speed feature
  inter_sf->prune_single_motion_modes_by_simple_trans = 0;
  inter_sf->inter_mode_rd_model_estimation = 0;
  inter_sf->prune_compound_using_single_ref = 0;
  inter_sf->disable_onesided_comp = 0;
  inter_sf->prune_mode_search_simple_translation = 0;
  inter_sf->obmc_full_pixel_search_level = 0;
  inter_sf->prune_comp_type_by_comp_avg = 0;
  inter_sf->disable_interinter_wedge_newmv_search = 0;
  inter_sf->enable_interinter_diffwtd_newmv_search = 0;
  inter_sf->disable_smooth_interintra = 0;
  inter_sf->prune_motion_mode_level = 0;
  inter_sf->prune_warp_using_wmtype = 0;
  inter_sf->disable_wedge_interintra_search = 0;
  inter_sf->prune_comp_type_by_model_rd = 0;
  inter_sf->perform_best_rd_based_gating_for_chroma = 0;
  inter_sf->prune_obmc_prob_thresh = 0;
  inter_sf->disable_obmc = 0;
  inter_sf->disable_interinter_wedge = 0;
  inter_sf->prune_ref_mv_idx_search = 0;
  inter_sf->prune_warped_prob_thresh = 0;
}

static AOM_INLINE void init_interp_sf(INTERP_FILTER_SPEED_FEATURES *interp_sf) {
  interp_sf->disable_filter_search_var_thresh = 0;
  interp_sf->adaptive_interp_filter_search = 0;
  interp_sf->use_fast_interpolation_filter_search = 0;
  interp_sf->disable_dual_filter = 0;
  interp_sf->use_interp_filter = 0;
  interp_sf->skip_sharp_interp_filter_search = 0;
}

static AOM_INLINE void init_intra_sf(INTRA_MODE_SPEED_FEATURES *intra_sf) {
  intra_sf->skip_intra_in_interframe = 1;
  intra_sf->intra_pruning_with_hog = 0;
  intra_sf->src_var_thresh_intra_skip = 1;
  intra_sf->prune_palette_search_level = 0;

  for (int i = 0; i < TX_SIZES; i++) {
    intra_sf->intra_y_mode_mask[i] = INTRA_ALL;
    intra_sf->intra_uv_mode_mask[i] = UV_INTRA_ALL;
  }
  intra_sf->disable_smooth_intra = 0;
}

static AOM_INLINE void init_tx_sf(TX_SPEED_FEATURES *tx_sf) {
  tx_sf->inter_tx_size_search_init_depth_sqr = 0;
  tx_sf->inter_tx_size_search_init_depth_rect = 0;
  tx_sf->intra_tx_size_search_init_depth_rect = 0;
  tx_sf->intra_tx_size_search_init_depth_sqr = 0;
  tx_sf->tx_size_search_lgr_block = 0;
  tx_sf->model_based_prune_tx_search_level = 0;
  tx_sf->tx_type_search.prune_mode = PRUNE_2D_ACCURATE;
  tx_sf->tx_type_search.ml_tx_split_thresh = 8500;
  tx_sf->tx_type_search.use_skip_flag_prediction = 1;
  tx_sf->tx_type_search.use_reduced_intra_txset = 0;
  tx_sf->tx_type_search.fast_intra_tx_type_search = 0;
  tx_sf->tx_type_search.fast_inter_tx_type_search = 0;
  tx_sf->tx_type_search.skip_tx_search = 0;
  tx_sf->tx_type_search.prune_tx_type_using_stats = 0;
  tx_sf->tx_type_search.enable_winner_mode_tx_type_pruning = 0;
  tx_sf->txb_split_cap = 1;
  tx_sf->adaptive_txb_search_level = 0;
  tx_sf->use_intra_txb_hash = 0;
  tx_sf->use_inter_txb_hash = 1;
}

static AOM_INLINE void init_rd_sf(RD_CALC_SPEED_FEATURES *rd_sf,
                                  const AV1_COMP *cpi) {
  if (cpi->oxcf.disable_trellis_quant == 3) {
    rd_sf->optimize_coefficients = !is_lossless_requested(&cpi->oxcf)
                                       ? NO_ESTIMATE_YRD_TRELLIS_OPT
                                       : NO_TRELLIS_OPT;
  } else if (cpi->oxcf.disable_trellis_quant == 2) {
    rd_sf->optimize_coefficients = !is_lossless_requested(&cpi->oxcf)
                                       ? FINAL_PASS_TRELLIS_OPT
                                       : NO_TRELLIS_OPT;
  } else if (cpi->oxcf.disable_trellis_quant == 0) {
    if (is_lossless_requested(&cpi->oxcf)) {
      rd_sf->optimize_coefficients = NO_TRELLIS_OPT;
    } else {
      rd_sf->optimize_coefficients = FULL_TRELLIS_OPT;
    }
  } else if (cpi->oxcf.disable_trellis_quant == 1) {
    rd_sf->optimize_coefficients = NO_TRELLIS_OPT;
  } else {
    assert(0 && "Invalid disable_trellis_quant value");
  }
  // TODO(sarahparker) Pair this with a speed setting once experiments are done
  rd_sf->trellis_eob_fast = 0;
  rd_sf->use_mb_rd_hash = 1;
  rd_sf->optimize_b_precheck = 0;
  rd_sf->use_fast_coef_costing = 0;
  rd_sf->simple_model_rd_from_var = 0;
  rd_sf->tx_domain_dist_level = 0;
  rd_sf->tx_domain_dist_thres_level = 0;
  rd_sf->use_hash_based_trellis = 0;
  rd_sf->perform_coeff_opt = 0;
}

static AOM_INLINE void init_winner_mode_sf(
    WINNER_MODE_SPEED_FEATURES *winner_mode_sf) {
  winner_mode_sf->motion_mode_for_winner_cand = 0;
  // Set this at the appropriate speed levels
  winner_mode_sf->tx_size_search_level = USE_FULL_RD;
  winner_mode_sf->enable_winner_mode_for_coeff_opt = 0;
  winner_mode_sf->enable_winner_mode_for_tx_size_srch = 0;
  winner_mode_sf->enable_winner_mode_for_use_tx_domain_dist = 0;
  winner_mode_sf->enable_multiwinner_mode_process = 0;
}

static AOM_INLINE void init_lpf_sf(LOOP_FILTER_SPEED_FEATURES *lpf_sf) {
  lpf_sf->disable_loop_restoration_chroma = 0;
  lpf_sf->prune_sgr_based_on_wiener = 0;
  lpf_sf->enable_sgr_ep_pruning = 0;
  lpf_sf->reduce_wiener_window_size = 0;
  lpf_sf->lpf_pick = LPF_PICK_FROM_FULL_IMAGE;
  lpf_sf->cdef_pick_method = CDEF_FULL_SEARCH;
  // Set decoder side speed feature to use less dual sgr modes
  lpf_sf->dual_sgr_penalty_level = 0;
  lpf_sf->disable_lr_filter = 0;
}

static AOM_INLINE void init_rt_sf(REAL_TIME_SPEED_FEATURES *rt_sf) {
  rt_sf->mode_search_skip_flags = 0;
  rt_sf->skip_interp_filter_search = 0;
  rt_sf->force_tx_search_off = 0;
  rt_sf->num_inter_modes_for_tx_search = INT_MAX;
  rt_sf->use_simple_rd_model = 0;
  rt_sf->nonrd_merge_partition = 0;
}

void av1_set_speed_features_framesize_dependent(AV1_COMP *cpi, int speed) {
  SPEED_FEATURES *const sf = &cpi->sf;
  const AV1EncoderConfig *const oxcf = &cpi->oxcf;

  if (oxcf->mode == GOOD) {
    set_good_speed_feature_framesize_dependent(cpi, sf, speed);
  } else if (oxcf->mode == REALTIME) {
    set_rt_speed_feature_framesize_dependent(cpi, sf, speed);
  }

  // This is only used in motion vector unit test.
  if (cpi->oxcf.motion_vector_unit_test == 1)
    cpi->find_fractional_mv_step = av1_return_max_sub_pixel_mv;
  else if (cpi->oxcf.motion_vector_unit_test == 2)
    cpi->find_fractional_mv_step = av1_return_min_sub_pixel_mv;

  MACROBLOCK *const x = &cpi->td.mb;
  AV1_COMMON *const cm = &cpi->common;
  x->min_partition_size = AOMMAX(sf->part_sf.default_min_partition_size,
                                 dim_to_size(cpi->oxcf.min_partition_size));
  x->max_partition_size = AOMMIN(sf->part_sf.default_max_partition_size,
                                 dim_to_size(cpi->oxcf.max_partition_size));
  x->min_partition_size = AOMMIN(x->min_partition_size, cm->seq_params.sb_size);
  x->max_partition_size = AOMMIN(x->max_partition_size, cm->seq_params.sb_size);
}

void av1_set_speed_features_framesize_independent(AV1_COMP *cpi, int speed) {
  AV1_COMMON *const cm = &cpi->common;
  SPEED_FEATURES *const sf = &cpi->sf;
  MACROBLOCK *const x = &cpi->td.mb;
  const AV1EncoderConfig *const oxcf = &cpi->oxcf;
  int i;

  sf->tpl_sf.prune_intra_modes = 0;
  sf->tpl_sf.reduce_first_step_size = 0;

  init_hl_sf(&sf->hl_sf);
  init_gm_sf(&sf->gm_sf);
  init_part_sf(&sf->part_sf);
  init_mv_sf(&sf->mv_sf);
  init_inter_sf(&sf->inter_sf);
  init_interp_sf(&sf->interp_sf);
  init_intra_sf(&sf->intra_sf);
  init_tx_sf(&sf->tx_sf);
  init_rd_sf(&sf->rd_sf, cpi);
  init_winner_mode_sf(&sf->winner_mode_sf);
  init_lpf_sf(&sf->lpf_sf);
  init_rt_sf(&sf->rt_sf);

  if (oxcf->mode == GOOD)
    set_good_speed_features_framesize_independent(cpi, sf, speed);
  else if (oxcf->mode == REALTIME)
    set_rt_speed_features_framesize_independent(cpi, sf, speed);

  if (!cpi->seq_params_locked) {
    cpi->common.seq_params.enable_dual_filter &=
        !sf->interp_sf.disable_dual_filter;
    cpi->common.seq_params.enable_restoration &= !sf->lpf_sf.disable_lr_filter;
  }

  // sf->part_sf.partition_search_breakout_dist_thr is set assuming max 64x64
  // blocks. Normalise this if the blocks are bigger.
  if (MAX_SB_SIZE_LOG2 > 6) {
    sf->part_sf.partition_search_breakout_dist_thr <<=
        2 * (MAX_SB_SIZE_LOG2 - 6);
  }

  sf->mv_sf.allow_exhaustive_searches = 1;

  const int mesh_speed = AOMMIN(speed, MAX_MESH_SPEED);
  if (cpi->twopass.fr_content_type == FC_GRAPHICS_ANIMATION)
    sf->mv_sf.exhaustive_searches_thresh = (1 << 24);
  else
    sf->mv_sf.exhaustive_searches_thresh = (1 << 25);
  sf->mv_sf.max_exhaustive_pct = good_quality_max_mesh_pct[mesh_speed];
  if (mesh_speed > 0)
    sf->mv_sf.exhaustive_searches_thresh = sf->mv_sf.exhaustive_searches_thresh
                                           << 1;

  for (i = 0; i < MAX_MESH_STEP; ++i) {
    sf->mv_sf.mesh_patterns[i].range =
        good_quality_mesh_patterns[mesh_speed][i].range;
    sf->mv_sf.mesh_patterns[i].interval =
        good_quality_mesh_patterns[mesh_speed][i].interval;
  }

  // Update the mesh pattern of exhaustive motion search for intraBC
  // Though intraBC mesh pattern is populated for all frame types, it is used
  // only for intra frames of screen contents
  for (i = 0; i < MAX_MESH_STEP; ++i) {
    sf->mv_sf.intrabc_mesh_patterns[i].range =
        intrabc_mesh_patterns[mesh_speed][i].range;
    sf->mv_sf.intrabc_mesh_patterns[i].interval =
        intrabc_mesh_patterns[mesh_speed][i].interval;
  }
  sf->mv_sf.intrabc_max_exhaustive_pct = intrabc_max_mesh_pct[mesh_speed];

  // Slow quant, dct and trellis not worthwhile for first pass
  // so make sure they are always turned off.
  if (is_stat_generation_stage(cpi))
    sf->rd_sf.optimize_coefficients = NO_TRELLIS_OPT;

  // No recode or trellis for 1 pass.
  if (oxcf->pass == 0) sf->hl_sf.recode_loop = DISALLOW_RECODE;

  if (sf->mv_sf.subpel_search_method == SUBPEL_TREE) {
    cpi->find_fractional_mv_step = av1_find_best_sub_pixel_tree;
  } else if (sf->mv_sf.subpel_search_method == SUBPEL_TREE_PRUNED) {
    cpi->find_fractional_mv_step = av1_find_best_sub_pixel_tree_pruned;
  } else if (sf->mv_sf.subpel_search_method == SUBPEL_TREE_PRUNED_MORE) {
    cpi->find_fractional_mv_step = av1_find_best_sub_pixel_tree_pruned_more;
  } else if (sf->mv_sf.subpel_search_method == SUBPEL_TREE_PRUNED_EVENMORE) {
    cpi->find_fractional_mv_step = av1_find_best_sub_pixel_tree_pruned_evenmore;
  }

  x->min_partition_size = AOMMAX(sf->part_sf.default_min_partition_size,
                                 dim_to_size(cpi->oxcf.min_partition_size));
  x->max_partition_size = AOMMIN(sf->part_sf.default_max_partition_size,
                                 dim_to_size(cpi->oxcf.max_partition_size));
  x->min_partition_size = AOMMIN(x->min_partition_size, cm->seq_params.sb_size);
  x->max_partition_size = AOMMIN(x->max_partition_size, cm->seq_params.sb_size);

  // This is only used in motion vector unit test.
  if (cpi->oxcf.motion_vector_unit_test == 1)
    cpi->find_fractional_mv_step = av1_return_max_sub_pixel_mv;
  else if (cpi->oxcf.motion_vector_unit_test == 2)
    cpi->find_fractional_mv_step = av1_return_min_sub_pixel_mv;
  cpi->max_comp_type_rd_threshold_mul =
      comp_type_rd_threshold_mul[sf->inter_sf.prune_comp_type_by_comp_avg];
  cpi->max_comp_type_rd_threshold_div =
      comp_type_rd_threshold_div[sf->inter_sf.prune_comp_type_by_comp_avg];

  // assert ensures that tx_domain_dist_level is accessed correctly
  assert(cpi->sf.rd_sf.tx_domain_dist_thres_level >= 0 &&
         cpi->sf.rd_sf.tx_domain_dist_thres_level < 3);
  memcpy(cpi->tx_domain_dist_threshold,
         tx_domain_dist_thresholds[cpi->sf.rd_sf.tx_domain_dist_thres_level],
         sizeof(cpi->tx_domain_dist_threshold));

  assert(cpi->sf.rd_sf.tx_domain_dist_level >= 0 &&
         cpi->sf.rd_sf.tx_domain_dist_level < 3);
  memcpy(cpi->use_transform_domain_distortion,
         tx_domain_dist_types[cpi->sf.rd_sf.tx_domain_dist_level],
         sizeof(cpi->use_transform_domain_distortion));

  // Update the number of winner motion modes to be used appropriately
  cpi->num_winner_motion_modes =
      num_winner_motion_modes[cpi->sf.winner_mode_sf
                                  .motion_mode_for_winner_cand];
  assert(cpi->num_winner_motion_modes <= MAX_WINNER_MOTION_MODES);

  // assert ensures that coeff_opt_dist_thresholds is accessed correctly
  assert(cpi->sf.rd_sf.perform_coeff_opt >= 0 &&
         cpi->sf.rd_sf.perform_coeff_opt < 5);
  memcpy(cpi->coeff_opt_dist_threshold,
         coeff_opt_dist_thresholds[cpi->sf.rd_sf.perform_coeff_opt],
         sizeof(cpi->coeff_opt_dist_threshold));

  // assert ensures that predict_skip_levels is accessed correctly
  assert(cpi->sf.tx_sf.tx_type_search.use_skip_flag_prediction >= 0 &&
         cpi->sf.tx_sf.tx_type_search.use_skip_flag_prediction < 3);
  memcpy(cpi->predict_skip_level,
         predict_skip_levels[cpi->sf.tx_sf.tx_type_search
                                 .use_skip_flag_prediction],
         sizeof(cpi->predict_skip_level));

  // assert ensures that tx_size_search_level is accessed correctly
  assert(cpi->sf.winner_mode_sf.tx_size_search_level >= 0 &&
         cpi->sf.winner_mode_sf.tx_size_search_level < 3);
  memcpy(cpi->tx_size_search_methods,
         tx_size_search_methods[cpi->sf.winner_mode_sf.tx_size_search_level],
         sizeof(cpi->tx_size_search_methods));

#if CONFIG_DIST_8X8
  if (sf->tx_domain_dist_level > 0) cpi->oxcf.using_dist_8x8 = 0;

  if (cpi->oxcf.using_dist_8x8) x->min_partition_size = BLOCK_8X8;
#endif  // CONFIG_DIST_8X8
  if (cpi->oxcf.row_mt == 1 && (cpi->oxcf.max_threads > 1)) {
    if (sf->inter_sf.inter_mode_rd_model_estimation == 1) {
      // Revert to type 2
      sf->inter_sf.inter_mode_rd_model_estimation = 2;
    }
  }
}