koboldcpp/otherarch/sdcpp/stable-diffusion.h

#ifndef __STABLE_DIFFUSION_H__
#define __STABLE_DIFFUSION_H__

#if defined(_WIN32) || defined(__CYGWIN__)
#ifndef SD_BUILD_SHARED_LIB
#define SD_API
#else
#ifdef SD_BUILD_DLL
#define SD_API __declspec(dllexport)
#else
#define SD_API __declspec(dllimport)
#endif
#endif
#else
#if __GNUC__ >= 4
#define SD_API __attribute__((visibility("default")))
#else
#define SD_API
#endif
#endif

#ifdef __cplusplus
extern "C" {
#endif

#include <stdbool.h>
#include <stddef.h>
#include <stdint.h>
#include <string.h>

enum rng_type_t {
    STD_DEFAULT_RNG,
    CUDA_RNG,
    RNG_TYPE_COUNT
};

enum sample_method_t {
    EULER_A,
    EULER,
    HEUN,
    DPM2,
    DPMPP2S_A,
    DPMPP2M,
    DPMPP2Mv2,
    IPNDM,
    IPNDM_V,
    LCM,
    DDIM_TRAILING,
    TCD,
    SAMPLE_METHOD_COUNT
};

enum schedule_t {
    DEFAULT,
    DISCRETE,
    KARRAS,
    EXPONENTIAL,
    AYS,
    GITS,
    SCHEDULE_COUNT
};

// same as enum ggml_type
enum sd_type_t {
    SD_TYPE_F32  = 0,
    SD_TYPE_F16  = 1,
    SD_TYPE_Q4_0 = 2,
    SD_TYPE_Q4_1 = 3,
    // SD_TYPE_Q4_2 = 4, support has been removed
    // SD_TYPE_Q4_3 = 5, support has been removed
    SD_TYPE_Q5_0    = 6,
    SD_TYPE_Q5_1    = 7,
    SD_TYPE_Q8_0    = 8,
    SD_TYPE_Q8_1    = 9,
    SD_TYPE_Q2_K    = 10,
    SD_TYPE_Q3_K    = 11,
    SD_TYPE_Q4_K    = 12,
    SD_TYPE_Q5_K    = 13,
    SD_TYPE_Q6_K    = 14,
    SD_TYPE_Q8_K    = 15,
    SD_TYPE_IQ2_XXS = 16,
    SD_TYPE_IQ2_XS  = 17,
    SD_TYPE_IQ3_XXS = 18,
    SD_TYPE_IQ1_S   = 19,
    SD_TYPE_IQ4_NL  = 20,
    SD_TYPE_IQ3_S   = 21,
    SD_TYPE_IQ2_S   = 22,
    SD_TYPE_IQ4_XS  = 23,
    SD_TYPE_I8      = 24,
    SD_TYPE_I16     = 25,
    SD_TYPE_I32     = 26,
    SD_TYPE_I64     = 27,
    SD_TYPE_F64     = 28,
    SD_TYPE_IQ1_M   = 29,
    SD_TYPE_BF16    = 30,
    // SD_TYPE_Q4_0_4_4 = 31, support has been removed from gguf files
    // SD_TYPE_Q4_0_4_8 = 32,
    // SD_TYPE_Q4_0_8_8 = 33,
    SD_TYPE_TQ1_0 = 34,
    SD_TYPE_TQ2_0 = 35,
    // SD_TYPE_IQ4_NL_4_4 = 36,
    // SD_TYPE_IQ4_NL_4_8 = 37,
    // SD_TYPE_IQ4_NL_8_8 = 38,
    SD_TYPE_COUNT   = 40,
};

enum sd_log_level_t {
    SD_LOG_DEBUG,
    SD_LOG_INFO,
    SD_LOG_WARN,
    SD_LOG_ERROR
};

typedef struct {
    const char* model_path;
    const char* clip_l_path;
    const char* clip_g_path;
    const char* t5xxl_path;
    const char* diffusion_model_path;
    const char* vae_path;
    const char* taesd_path;
    const char* control_net_path;
    const char* lora_model_dir;
    const char* embedding_dir;
    const char* stacked_id_embed_dir;
    bool vae_decode_only;
    bool vae_tiling;
    bool free_params_immediately;
    int n_threads;
    enum sd_type_t wtype;
    enum rng_type_t rng_type;
    enum schedule_t schedule;
    bool keep_clip_on_cpu;
    bool keep_control_net_on_cpu;
    bool keep_vae_on_cpu;
    bool diffusion_flash_attn;
    bool diffusion_conv_direct;
    bool vae_conv_direct;
    bool chroma_use_dit_mask;
    bool chroma_use_t5_mask;
    int chroma_t5_mask_pad;
} sd_ctx_params_t;

typedef struct {
    uint32_t width;
    uint32_t height;
    uint32_t channel;
    uint8_t* data;
} sd_image_t;

typedef struct {
    int* layers;
    size_t layer_count;
    float layer_start;
    float layer_end;
    float scale;
} sd_slg_params_t;

typedef struct {
    float txt_cfg;
    float img_cfg;
    float min_cfg;
    float distilled_guidance;
    sd_slg_params_t slg;
} sd_guidance_params_t;

typedef struct {
    const char* prompt;
    const char* negative_prompt;
    int clip_skip;
    sd_guidance_params_t guidance;
    sd_image_t init_image;
    sd_image_t* ref_images;
    int ref_images_count;
    sd_image_t mask_image;
    int width;
    int height;
    enum sample_method_t sample_method;
    int sample_steps;
    float eta;
    float strength;
    int64_t seed;
    int batch_count;
    const sd_image_t* control_cond;
    float control_strength;
    float style_strength;
    bool normalize_input;
    const char* input_id_images_path;
} sd_img_gen_params_t;

typedef struct {
    sd_image_t* photomaker_references;
    int photomaker_reference_count;
} kcpp_img_gen_params_t;

typedef struct {
    sd_image_t init_image;
    int width;
    int height;
    sd_guidance_params_t guidance;
    enum sample_method_t sample_method;
    int sample_steps;
    float strength;
    int64_t seed;
    int video_frames;
    int motion_bucket_id;
    int fps;
    float augmentation_level;
} sd_vid_gen_params_t;

typedef struct sd_ctx_t sd_ctx_t;

typedef void (*sd_log_cb_t)(enum sd_log_level_t level, const char* text, void* data);
typedef void (*sd_progress_cb_t)(int step, int steps, float time, void* data);

SD_API void sd_set_log_callback(sd_log_cb_t sd_log_cb, void* data);
SD_API void sd_set_progress_callback(sd_progress_cb_t cb, void* data);
SD_API int32_t sd_get_num_physical_cores();
SD_API const char* sd_get_system_info();

SD_API const char* sd_type_name(enum sd_type_t type);
SD_API enum sd_type_t str_to_sd_type(const char* str);
SD_API const char* sd_rng_type_name(enum rng_type_t rng_type);
SD_API enum rng_type_t str_to_rng_type(const char* str);
SD_API const char* sd_sample_method_name(enum sample_method_t sample_method);
SD_API enum sample_method_t str_to_sample_method(const char* str);
SD_API const char* sd_schedule_name(enum schedule_t schedule);
SD_API enum schedule_t str_to_schedule(const char* str);

SD_API void sd_ctx_params_init(sd_ctx_params_t* sd_ctx_params);
SD_API char* sd_ctx_params_to_str(const sd_ctx_params_t* sd_ctx_params);

SD_API sd_ctx_t* new_sd_ctx(const sd_ctx_params_t* sd_ctx_params);
SD_API void free_sd_ctx(sd_ctx_t* sd_ctx);

SD_API void sd_img_gen_params_init(sd_img_gen_params_t* sd_img_gen_params);
SD_API char* sd_img_gen_params_to_str(const sd_img_gen_params_t* sd_img_gen_params);
SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* sd_img_gen_params, const kcpp_img_gen_params_t* kcpp_img_gen_params);

SD_API void sd_vid_gen_params_init(sd_vid_gen_params_t* sd_vid_gen_params);
SD_API sd_image_t* generate_video(sd_ctx_t* sd_ctx, const sd_vid_gen_params_t* sd_vid_gen_params);  // broken

typedef struct upscaler_ctx_t upscaler_ctx_t;

SD_API upscaler_ctx_t* new_upscaler_ctx(const char* esrgan_path,
                                        int n_threads,
                                        bool direct);
SD_API void free_upscaler_ctx(upscaler_ctx_t* upscaler_ctx);

SD_API sd_image_t upscale(upscaler_ctx_t* upscaler_ctx, sd_image_t input_image, uint32_t upscale_factor);

SD_API bool convert(const char* input_path,
                    const char* vae_path,
                    const char* output_path,
                    enum sd_type_t output_type,
                    const char* tensor_type_rules);

SD_API uint8_t* preprocess_canny(uint8_t* img,
                                 int width,
                                 int height,
                                 float high_threshold,
                                 float low_threshold,
                                 float weak,
                                 float strong,
                                 bool inverse);

#ifdef __cplusplus
}
#endif

#endif  // __STABLE_DIFFUSION_H__