refactor: reorganize code and use c api (#133)

This commit is contained in:
leejet
2024-01-01 16:22:18 +08:00
committed by GitHub
parent b139434b57
commit 2e79a82f85
22 changed files with 530311 additions and 49428 deletions

View File

@@ -1,19 +1,39 @@
#ifndef __STABLE_DIFFUSION_H__
#define __STABLE_DIFFUSION_H__
#include <memory>
#include <string>
#include <vector>
#include "ggml/ggml.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
#include "ggml/ggml.h"
#ifdef __cplusplus
extern "C" {
#endif
enum RNGType {
#include <stdbool.h>
#include <stddef.h>
#include <stdint.h>
#include <string.h>
enum rng_type_t {
STD_DEFAULT_RNG,
CUDA_RNG
};
enum SampleMethod {
enum sample_method_t {
EULER_A,
EULER,
HEUN,
@@ -25,59 +45,113 @@ enum SampleMethod {
N_SAMPLE_METHODS
};
enum Schedule {
enum schedule_t {
DEFAULT,
DISCRETE,
KARRAS,
N_SCHEDULES
};
class StableDiffusionGGML;
class StableDiffusion {
private:
std::shared_ptr<StableDiffusionGGML> sd;
public:
StableDiffusion(int n_threads = -1,
bool vae_decode_only = false,
std::string taesd_path = "",
std::string esrgan_path = "",
bool free_params_immediately = false,
bool vae_tiling = false,
std::string lora_model_dir = "",
RNGType rng_type = STD_DEFAULT_RNG);
bool load_from_file(const std::string& model_path,
const std::string& vae_path,
ggml_type wtype,
Schedule d = DEFAULT,
int clip_skip = -1);
std::vector<uint8_t*> txt2img(
std::string prompt,
std::string negative_prompt,
float cfg_scale,
int width,
int height,
SampleMethod sample_method,
int sample_steps,
int64_t seed,
int batch_count);
std::vector<uint8_t*> img2img(
const uint8_t* init_img_data,
std::string prompt,
std::string negative_prompt,
float cfg_scale,
int width,
int height,
SampleMethod sample_method,
int sample_steps,
float strength,
int64_t seed);
// 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,
// k-quantizations
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_I8,
SD_TYPE_I16,
SD_TYPE_I32,
SD_TYPE_COUNT,
};
std::string sd_get_system_info();
SD_API const char* sd_type_name(enum sd_type_t type);
enum sd_log_level_t {
SD_LOG_DEBUG,
SD_LOG_INFO,
SD_LOG_WARN,
SD_LOG_ERROR
};
typedef void (*sd_log_cb_t)(enum sd_log_level_t level, const char* text, void* data);
SD_API void sd_set_log_callback(sd_log_cb_t sd_log_cb, void* data);
SD_API int32_t get_num_physical_cores();
SD_API const char* sd_get_system_info();
typedef struct {
uint32_t width;
uint32_t height;
uint32_t channel;
uint8_t* data;
} sd_image_t;
typedef struct sd_ctx_t sd_ctx_t;
SD_API sd_ctx_t* new_sd_ctx(const char* model_path,
const char* vae_path,
const char* taesd_path,
const char* lora_model_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 s);
SD_API void free_sd_ctx(sd_ctx_t* sd_ctx);
SD_API sd_image_t* txt2img(sd_ctx_t* sd_ctx,
const char* prompt,
const char* negative_prompt,
int clip_skip,
float cfg_scale,
int width,
int height,
enum sample_method_t sample_method,
int sample_steps,
int64_t seed,
int batch_count);
SD_API sd_image_t* img2img(sd_ctx_t* sd_ctx,
sd_image_t init_image,
const char* prompt,
const char* negative_prompt,
int clip_skip,
float cfg_scale,
int width,
int height,
enum sample_method_t sample_method,
int sample_steps,
float strength,
int64_t seed,
int batch_count);
typedef struct upscaler_ctx_t upscaler_ctx_t;
SD_API upscaler_ctx_t* new_upscaler_ctx(const char* esrgan_path,
int n_threads,
enum sd_type_t wtype);
SD_API void free_upscaler_ctx(upscaler_ctx_t* upscaler_ctx);
SD_API sd_image_t upscale(upscaler_ctx_t*, sd_image_t input_image, uint32_t upscale_factor);
#ifdef __cplusplus
}
#endif
#endif // __STABLE_DIFFUSION_H__