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- /*
- * Copyright (c) 2021, Alliance for Open Media. All rights reserved.
- *
- * This source code is subject to the terms of the BSD 2 Clause License and
- * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License
- * was not distributed with this source code in the LICENSE file, you can
- * obtain it at www.aomedia.org/license/software. If the Alliance for Open
- * Media Patent License 1.0 was not distributed with this source code in the
- * PATENTS file, you can obtain it at www.aomedia.org/license/patent.
- */
- #ifndef AOM_AOM_AOM_EXTERNAL_PARTITION_H_
- #define AOM_AOM_AOM_EXTERNAL_PARTITION_H_
- /*!\defgroup aom_encoder AOMedia AOM/AV1 Encoder
- * \ingroup aom
- *
- * @{
- */
- #include <stdint.h>
- /*!\file
- * \brief Provides function pointer definitions for the external partition.
- *
- * \note The external partition API should be considered experimental. Until the
- * external partition API is declared stable, breaking changes may be made to
- * this API in a future libaom release.
- */
- /*!\brief Current ABI version number
- *
- * \internal
- * If this file is altered in any way that changes the ABI, this value
- * must be bumped. Examples include, but are not limited to, changing
- * types, removing or reassigning enums, adding/removing/rearranging
- * fields to structures.
- */
- #define AOM_EXT_PART_ABI_VERSION 8
- #ifdef __cplusplus
- extern "C" {
- #endif
- /*!\brief Abstract external partition model handler
- */
- typedef void *aom_ext_part_model_t;
- /*!\brief Number of features to determine whether to skip partition none and
- * do partition split directly. The same as "FEATURE_SIZE_SMS_SPLIT".
- */
- #define AOM_EXT_PART_SIZE_DIRECT_SPLIT 17
- /*!\brief Number of features to use simple motion search to prune out
- * rectangular partition in some direction. The same as
- * "FEATURE_SIZE_SMS_PRUNE_PART".
- */
- #define AOM_EXT_PART_SIZE_PRUNE_PART 25
- /*!\brief Number of features to prune split and rectangular partition
- * after PARTITION_NONE.
- */
- #define AOM_EXT_PART_SIZE_PRUNE_NONE 4
- /*!\brief Number of features to terminates partition after partition none using
- * simple_motion_search features and the rate, distortion, and rdcost of
- * PARTITION_NONE. The same as "FEATURE_SIZE_SMS_TERM_NONE".
- */
- #define AOM_EXT_PART_SIZE_TERM_NONE 28
- /*!\brief Number of features to terminates partition after partition split.
- */
- #define AOM_EXT_PART_SIZE_TERM_SPLIT 31
- /*!\brief Number of features to prune rectangular partition using stats
- * collected after partition split.
- */
- #define AOM_EXT_PART_SIZE_PRUNE_RECT 9
- /*!\brief Number of features to prune AB partition using stats
- * collected after rectangular partition..
- */
- #define AOM_EXT_PART_SIZE_PRUNE_AB 10
- /*!\brief Number of features to prune 4-way partition using stats
- * collected after AB partition.
- */
- #define AOM_EXT_PART_SIZE_PRUNE_4_WAY 18
- /*!\brief Decision mode of the external partition model.
- * AOM_EXT_PART_WHOLE_TREE: the external partition model should provide the
- * whole partition tree for the superblock.
- *
- * AOM_EXT_PART_RECURSIVE: the external partition model provides the partition
- * decision of the current block only. The decision process starts from
- * the superblock size, down to the smallest block size (4x4) recursively.
- */
- typedef enum aom_ext_part_decision_mode {
- AOM_EXT_PART_WHOLE_TREE = 0,
- AOM_EXT_PART_RECURSIVE = 1,
- } aom_ext_part_decision_mode_t;
- /*!\brief Config information sent to the external partition model.
- *
- * For example, the maximum superblock size determined by the sequence header.
- */
- typedef struct aom_ext_part_config {
- int superblock_size; ///< super block size (either 64x64 or 128x128)
- } aom_ext_part_config_t;
- /*!\brief Features pass to the external model to make partition decisions.
- * Specifically, features collected before NONE partition.
- * Features "f" are used to determine:
- * partition_none_allowed, partition_horz_allowed, partition_vert_allowed,
- * do_rectangular_split, do_square_split
- * Features "f_part2" are used to determine:
- * prune_horz, prune_vert.
- */
- typedef struct aom_partition_features_before_none {
- /*! features to determine whether skip partition none and do split directly */
- float f[AOM_EXT_PART_SIZE_DIRECT_SPLIT];
- /*! features to determine whether to prune rectangular partition */
- float f_part2[AOM_EXT_PART_SIZE_PRUNE_PART];
- } aom_partition_features_before_none_t;
- /*!\brief Features pass to the external model to make partition decisions.
- * Specifically, features collected after NONE partition.
- */
- typedef struct aom_partition_features_none {
- /*! features to prune split and rectangular partition */
- float f[AOM_EXT_PART_SIZE_PRUNE_NONE];
- /*! features to determine termination of partition */
- float f_terminate[AOM_EXT_PART_SIZE_TERM_NONE];
- } aom_partition_features_none_t;
- /*!\brief Features pass to the external model to make partition decisions.
- * Specifically, features collected after SPLIT partition.
- */
- typedef struct aom_partition_features_split {
- /*! features to determine termination of partition */
- float f_terminate[AOM_EXT_PART_SIZE_TERM_SPLIT];
- /*! features to determine pruning rect partition */
- float f_prune_rect[AOM_EXT_PART_SIZE_PRUNE_RECT];
- } aom_partition_features_split_t;
- /*!\brief Features pass to the external model to make partition decisions.
- * Specifically, features collected after RECTANGULAR partition.
- */
- typedef struct aom_partition_features_rect {
- /*! features to determine pruning AB partition */
- float f[AOM_EXT_PART_SIZE_PRUNE_AB];
- } aom_partition_features_rect_t;
- /*!\brief Features pass to the external model to make partition decisions.
- * Specifically, features collected after AB partition: HORZ_A, HORZ_B, VERT_A,
- * VERT_B.
- */
- typedef struct aom_partition_features_ab {
- /*! features to determine pruning 4-way partition */
- float f[AOM_EXT_PART_SIZE_PRUNE_4_WAY];
- } aom_partition_features_ab_t;
- /*!\brief Feature id to tell the external model the current stage in partition
- * pruning and what features to use to make decisions accordingly.
- */
- typedef enum {
- AOM_EXT_PART_FEATURE_BEFORE_NONE,
- AOM_EXT_PART_FEATURE_BEFORE_NONE_PART2,
- AOM_EXT_PART_FEATURE_AFTER_NONE,
- AOM_EXT_PART_FEATURE_AFTER_NONE_PART2,
- AOM_EXT_PART_FEATURE_AFTER_SPLIT,
- AOM_EXT_PART_FEATURE_AFTER_SPLIT_PART2,
- AOM_EXT_PART_FEATURE_AFTER_RECT,
- AOM_EXT_PART_FEATURE_AFTER_AB
- } AOM_EXT_PART_FEATURE_ID;
- /*!\brief Features collected from the tpl process.
- *
- * The tpl process collects information that help measure the inter-frame
- * dependency.
- * The tpl process is computed in the unit of tpl_bsize_1d (16x16).
- * Therefore, the max number of units inside a superblock is
- * 128x128 / (16x16) = 64. Change it if the tpl process changes.
- */
- typedef struct aom_sb_tpl_features {
- int available; ///< If tpl stats are available
- int tpl_unit_length; ///< The block length of tpl process
- int num_units; ///< The number of units inside the current superblock
- int64_t intra_cost[64]; ///< The intra cost of each unit
- int64_t inter_cost[64]; ///< The inter cost of each unit
- int64_t mc_dep_cost[64]; ///< The motion compensated dependency cost
- } aom_sb_tpl_features_t;
- /*!\brief Features collected from the simple motion process.
- *
- * The simple motion process collects information by applying motion compensated
- * prediction on each block.
- * The block size is 16x16, which could be changed. If it is changed, update
- * comments and the array size here.
- */
- typedef struct aom_sb_simple_motion_features {
- int unit_length; ///< The block length of the simple motion process
- int num_units; ///< The number of units inside the current superblock
- int block_sse[64]; ///< Sum of squared error of each unit
- int block_var[64]; ///< Variance of each unit
- } aom_sb_simple_motion_features_t;
- /*!\brief Features of each super block.
- *
- * Features collected for each super block before partition search.
- */
- typedef struct aom_sb_features {
- /*! Features from motion search */
- aom_sb_simple_motion_features_t motion_features;
- /*! Features from tpl process */
- aom_sb_tpl_features_t tpl_features;
- } aom_sb_features_t;
- /*!\brief Features pass to the external model to make partition decisions.
- *
- * The encoder sends these features to the external model through
- * "func()" defined in .....
- *
- * NOTE: new member variables may be added to this structure in the future.
- * Once new features are finalized, bump the major version of libaom.
- */
- typedef struct aom_partition_features {
- // Features for the current supervised multi-stage ML model.
- /*! Feature ID to indicate active features */
- AOM_EXT_PART_FEATURE_ID id;
- /*! Features collected before NONE partition */
- aom_partition_features_before_none_t before_part_none;
- /*! Features collected after NONE partition */
- aom_partition_features_none_t after_part_none;
- /*! Features collected after SPLIT partition */
- aom_partition_features_split_t after_part_split;
- /*! Features collected after RECTANGULAR partition */
- aom_partition_features_rect_t after_part_rect;
- /*! Features collected after AB partition */
- aom_partition_features_ab_t after_part_ab;
- // Features for a new ML model.
- aom_sb_features_t sb_features; ///< Features collected for the super block
- int mi_row; ///< Mi_row position of the block
- int mi_col; ///< Mi_col position of the block
- int frame_width; ///< Frame width
- int frame_height; ///< Frame height
- int block_size; ///< As "BLOCK_SIZE" in av1/common/enums.h
- /*!
- * Valid partition types. A bitmask is used. "1" represents the
- * corresponding type is valid. The bitmask follows the enum order for
- * PARTITION_TYPE in "enums.h" to represent one partition type at a bit.
- * For example, 0x01 stands for only PARTITION_NONE is valid,
- * 0x09 (00...001001) stands for PARTITION_NONE and PARTITION_SPLIT are valid.
- */
- int valid_partition_types;
- int update_type; ///< Frame update type, defined in ratectrl.h
- int qindex; ///< Quantization index, range: [0, 255]
- int rdmult; ///< Rate-distortion multiplier
- int pyramid_level; ///< The level of this frame in the hierarchical structure
- int has_above_block; ///< Has above neighbor block
- int above_block_width; ///< Width of the above block, -1 if not exist
- int above_block_height; ///< Height of the above block, -1 if not exist
- int has_left_block; ///< Has left neighbor block
- int left_block_width; ///< Width of the left block, -1 if not exist
- int left_block_height; ///< Height of the left block, -1 if not exist
- /*!
- * The following parameters are collected from applying simple motion search.
- * Sum of squared error (SSE) and variance of motion compensated residual
- * are good indicators of block partitioning.
- * If a block is a square, we also apply motion search for its 4 sub blocks.
- * If not a square, their values are -1.
- * If a block is able to split horizontally, we apply motion search and get
- * stats for horizontal blocks. If not, their values are -1.
- * If a block is able to split vertically, we apply motion search and get
- * stats for vertical blocks. If not, their values are -1.
- */
- unsigned int block_sse; ///< SSE of motion compensated residual
- unsigned int block_var; ///< Variance of motion compensated residual
- unsigned int sub_block_sse[4]; ///< SSE of sub blocks.
- unsigned int sub_block_var[4]; ///< Variance of sub blocks.
- unsigned int horz_block_sse[2]; ///< SSE of horz sub blocks
- unsigned int horz_block_var[2]; ///< Variance of horz sub blocks
- unsigned int vert_block_sse[2]; ///< SSE of vert sub blocks
- unsigned int vert_block_var[2]; ///< Variance of vert sub blocks
- /*!
- * The following parameters are calculated from tpl model.
- * If tpl model is not available, their values are -1.
- */
- int64_t tpl_intra_cost; ///< Intra cost, ref to "TplDepStats" in tpl_model.h
- int64_t tpl_inter_cost; ///< Inter cost in tpl model
- int64_t tpl_mc_dep_cost; ///< Motion compensated dependency cost in tpl model
- } aom_partition_features_t;
- /*!\brief Partition decisions received from the external model.
- *
- * The encoder receives partition decisions and encodes the superblock
- * with the given partition type.
- * The encoder receives it from "func()" define in ....
- *
- * NOTE: new member variables may be added to this structure in the future.
- * Once new features are finalized, bump the major version of libaom.
- */
- typedef struct aom_partition_decision {
- // Decisions for directly set partition types
- int is_final_decision; ///< The flag whether it's the final decision
- int num_nodes; ///< The number of leaf nodes
- int partition_decision[2048]; ///< Partition decisions
- int current_decision; ///< Partition decision for the current block
- // Decisions for partition type pruning
- int terminate_partition_search; ///< Terminate further partition search
- int partition_none_allowed; ///< Allow partition none type
- int partition_rect_allowed[2]; ///< Allow rectangular partitions
- int do_rectangular_split; ///< Try rectangular split partition
- int do_square_split; ///< Try square split partition
- int prune_rect_part[2]; ///< Prune rectangular partition
- int horza_partition_allowed; ///< Allow HORZ_A partition
- int horzb_partition_allowed; ///< Allow HORZ_B partition
- int verta_partition_allowed; ///< Allow VERT_A partition
- int vertb_partition_allowed; ///< Allow VERT_B partition
- int partition_horz4_allowed; ///< Allow HORZ4 partition
- int partition_vert4_allowed; ///< Allow VERT4 partition
- } aom_partition_decision_t;
- /*!\brief Encoding stats for the given partition decision.
- *
- * The encoding stats collected by encoding the superblock with the
- * given partition types.
- * The encoder sends the stats to the external model for training
- * or inference through "func()" defined in ....
- */
- typedef struct aom_partition_stats {
- int rate; ///< Rate cost of the block
- int64_t dist; ///< Distortion of the block
- int64_t rdcost; ///< Rate-distortion cost of the block
- } aom_partition_stats_t;
- /*!\brief Enum for return status.
- */
- typedef enum aom_ext_part_status {
- AOM_EXT_PART_OK = 0, ///< Status of success
- AOM_EXT_PART_ERROR = 1, ///< Status of failure
- AOM_EXT_PART_TEST = 2, ///< Status used for tests
- } aom_ext_part_status_t;
- /*!\brief Callback of creating an external partition model.
- *
- * The callback is invoked by the encoder to create an external partition
- * model.
- *
- * \param[in] priv Callback's private data
- * \param[in] part_config Config information pointer for model creation
- * \param[out] ext_part_model Pointer to the model
- */
- typedef aom_ext_part_status_t (*aom_ext_part_create_model_fn_t)(
- void *priv, const aom_ext_part_config_t *part_config,
- aom_ext_part_model_t *ext_part_model);
- /*!\brief Callback of sending features to the external partition model.
- *
- * The callback is invoked by the encoder to send features to the external
- * partition model.
- *
- * \param[in] ext_part_model The external model
- * \param[in] part_features Pointer to the features
- */
- typedef aom_ext_part_status_t (*aom_ext_part_send_features_fn_t)(
- aom_ext_part_model_t ext_part_model,
- const aom_partition_features_t *part_features);
- /*!\brief Callback of receiving partition decisions from the external
- * partition model.
- *
- * The callback is invoked by the encoder to receive partition decisions from
- * the external partition model.
- *
- * \param[in] ext_part_model The external model
- * \param[in] ext_part_decision Pointer to the partition decisions
- */
- typedef aom_ext_part_status_t (*aom_ext_part_get_decision_fn_t)(
- aom_ext_part_model_t ext_part_model,
- aom_partition_decision_t *ext_part_decision);
- /*!\brief Callback of sending stats to the external partition model.
- *
- * The callback is invoked by the encoder to send encoding stats to
- * the external partition model.
- *
- * \param[in] ext_part_model The external model
- * \param[in] ext_part_stats Pointer to the encoding stats
- */
- typedef aom_ext_part_status_t (*aom_ext_part_send_partition_stats_fn_t)(
- aom_ext_part_model_t ext_part_model,
- const aom_partition_stats_t *ext_part_stats);
- /*!\brief Callback of deleting the external partition model.
- *
- * The callback is invoked by the encoder to delete the external partition
- * model.
- *
- * \param[in] ext_part_model The external model
- */
- typedef aom_ext_part_status_t (*aom_ext_part_delete_model_fn_t)(
- aom_ext_part_model_t ext_part_model);
- /*!\brief Callback function set for external partition model.
- *
- * Uses can enable external partition model by registering a set of
- * callback functions with the flag: AV1E_SET_EXTERNAL_PARTITION_MODEL
- */
- typedef struct aom_ext_part_funcs {
- /*!
- * Create an external partition model.
- */
- aom_ext_part_create_model_fn_t create_model;
- /*!
- * Send features to the external partition model to make partition decisions.
- */
- aom_ext_part_send_features_fn_t send_features;
- /*!
- * Get partition decisions from the external partition model.
- */
- aom_ext_part_get_decision_fn_t get_partition_decision;
- /*!
- * Send stats of the current partition to the external model.
- */
- aom_ext_part_send_partition_stats_fn_t send_partition_stats;
- /*!
- * Delete the external partition model.
- */
- aom_ext_part_delete_model_fn_t delete_model;
- /*!
- * The decision mode of the model.
- */
- aom_ext_part_decision_mode_t decision_mode;
- /*!
- * Private data for the external partition model.
- */
- void *priv;
- } aom_ext_part_funcs_t;
- /*!@} - end defgroup aom_encoder*/
- #ifdef __cplusplus
- } // extern "C"
- #endif
- #endif // AOM_AOM_AOM_EXTERNAL_PARTITION_H_
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