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22 changes: 16 additions & 6 deletions examples/cli/main.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -766,8 +766,12 @@ int main(int argc, const char* argv[]) {
if (cli_params.mode == IMG_GEN) {
sd_img_gen_params_t img_gen_params = gen_params.to_sd_img_gen_params_t();

num_results = gen_params.batch_count;
results.adopt(generate_image(sd_ctx.get(), &img_gen_params), num_results);
sd_image_t* generated_images = nullptr;
if (!generate_image(sd_ctx.get(), &img_gen_params, &generated_images, &num_results)) {
generated_images = nullptr;
num_results = 0;
}
results.adopt(generated_images, num_results);
} else if (cli_params.mode == VID_GEN) {
sd_vid_gen_params_t vid_gen_params = gen_params.to_sd_vid_gen_params_t();
sd_image_t* generated_video = nullptr;
Expand Down Expand Up @@ -802,15 +806,21 @@ int main(int argc, const char* argv[]) {
SDImageOwner current_image(results[i]);
results[i] = {0, 0, 0, nullptr};
for (int u = 0; u < gen_params.upscale_repeats; ++u) {
sd_image_t* upscaled_images = upscale(upscaler_ctx.get(), current_image.get(), upscale_factor);
if (upscaled_images == nullptr || upscaled_images[0].data == nullptr) {
free_sd_images(upscaled_images, 1);
sd_image_t* upscaled_images = nullptr;
int upscaled_count = 0;
bool upscale_ok = upscale(upscaler_ctx.get(),
current_image.get(),
upscale_factor,
&upscaled_images,
&upscaled_count);
if (!upscale_ok || upscaled_count <= 0 || upscaled_images[0].data == nullptr) {
free_sd_images(upscaled_images, upscaled_count);
LOG_ERROR("upscale failed");
break;
}
sd_image_t upscaled_image = upscaled_images[0];
upscaled_images[0] = {0, 0, 0, nullptr};
free_sd_images(upscaled_images, 1);
free_sd_images(upscaled_images, upscaled_count);
current_image.reset(upscaled_image);
}
results[i] = current_image.release(); // Set the final upscaled image as the result
Expand Down
9 changes: 7 additions & 2 deletions examples/server/async_jobs.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -173,8 +173,13 @@ bool execute_img_gen_job(ServerRuntime& runtime,

{
std::lock_guard<std::mutex> lock(*runtime.sd_ctx_mutex);
sd_image_t* raw_results = generate_image(runtime.sd_ctx, &params);
results.adopt(raw_results, params.batch_count);
sd_image_t* raw_results = nullptr;
int num_results = 0;
if (!generate_image(runtime.sd_ctx, &params, &raw_results, &num_results)) {
raw_results = nullptr;
num_results = 0;
}
results.adopt(raw_results, num_results);
}

const int num_results = results.count();
Expand Down
7 changes: 5 additions & 2 deletions examples/server/routes_openai.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -229,8 +229,11 @@ static bool execute_sync_img_gen_request(ServerRuntime& runtime,

{
std::lock_guard<std::mutex> lock(*runtime.sd_ctx_mutex);
sd_image_t* raw_results = generate_image(runtime.sd_ctx, &img_gen_params);
num_results = request.gen_params.batch_count;
sd_image_t* raw_results = nullptr;
if (!generate_image(runtime.sd_ctx, &img_gen_params, &raw_results, &num_results)) {
raw_results = nullptr;
num_results = 0;
}
results.adopt(raw_results, num_results);
}

Expand Down
7 changes: 5 additions & 2 deletions examples/server/routes_sdapi.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -292,8 +292,11 @@ void register_sdapi_endpoints(httplib::Server& svr, ServerRuntime& rt) {

{
std::lock_guard<std::mutex> lock(*runtime->sd_ctx_mutex);
sd_image_t* raw_results = generate_image(runtime->sd_ctx, &img_gen_params);
num_results = request.gen_params.batch_count;
sd_image_t* raw_results = nullptr;
if (!generate_image(runtime->sd_ctx, &img_gen_params, &raw_results, &num_results)) {
raw_results = nullptr;
num_results = 0;
}
results.adopt(raw_results, num_results);
}

Expand Down
13 changes: 9 additions & 4 deletions include/stable-diffusion.h
Original file line number Diff line number Diff line change
Expand Up @@ -454,7 +454,10 @@ SD_API enum scheduler_t sd_get_default_scheduler(const sd_ctx_t* sd_ctx, enum sa

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);
SD_API bool generate_image(sd_ctx_t* sd_ctx,
const sd_img_gen_params_t* sd_img_gen_params,
sd_image_t** images_out,
int* num_images_out);

enum sd_cancel_mode_t {
// Stop the current generation as soon as possible.
Expand Down Expand Up @@ -484,9 +487,11 @@ SD_API upscaler_ctx_t* new_upscaler_ctx(const char* esrgan_path,
const char* params_backend);
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 upscale(upscaler_ctx_t* upscaler_ctx,
sd_image_t input_image,
uint32_t upscale_factor,
sd_image_t** images_out,
int* num_images_out);

SD_API int get_upscale_factor(upscaler_ctx_t* upscaler_ctx);

Expand Down
60 changes: 41 additions & 19 deletions src/stable-diffusion.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -4278,7 +4278,8 @@ static std::optional<ImageGenerationEmbeds> prepare_image_generation_embeds(sd_c

static sd_image_t* decode_image_outputs(sd_ctx_t* sd_ctx,
const GenerationRequest& request,
const std::vector<sd::Tensor<float>>& final_latents) {
const std::vector<sd::Tensor<float>>& final_latents,
int* num_images_out) {
if (final_latents.empty()) {
LOG_ERROR("no latent images to decode");
return nullptr;
Expand Down Expand Up @@ -4320,11 +4321,14 @@ static sd_image_t* decode_image_outputs(sd_ctx_t* sd_ctx,
return nullptr;
}

sd_image_t* result_images = (sd_image_t*)calloc(request.batch_count, sizeof(sd_image_t));
int image_count = static_cast<int>(decoded_images.size());
sd_image_t* result_images = (sd_image_t*)calloc(image_count, sizeof(sd_image_t));
if (result_images == nullptr) {
return nullptr;
}
memset(result_images, 0, request.batch_count * sizeof(sd_image_t));
if (num_images_out != nullptr) {
*num_images_out = image_count;
}

for (size_t i = 0; i < decoded_images.size(); i++) {
result_images[i] = tensor_to_sd_image(decoded_images[i]);
Expand Down Expand Up @@ -4517,9 +4521,18 @@ static std::vector<float> make_hires_sigma_schedule(sd_ctx_t* sd_ctx,
sigmas.end());
}

SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* sd_img_gen_params) {
SD_API bool generate_image(sd_ctx_t* sd_ctx,
const sd_img_gen_params_t* sd_img_gen_params,
sd_image_t** images_out,
int* num_images_out) {
if (images_out != nullptr) {
*images_out = nullptr;
}
if (num_images_out != nullptr) {
*num_images_out = 0;
}
if (sd_ctx == nullptr || sd_img_gen_params == nullptr) {
return nullptr;
return false;
}

sd_ctx->sd->reset_cancel_flag();
Expand All @@ -4542,7 +4555,7 @@ SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* s
&request,
&plan);
if (!latents_opt.has_value()) {
return nullptr;
return false;
}
ImageGenerationLatents latents = std::move(*latents_opt);

Expand All @@ -4552,7 +4565,7 @@ SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* s
&plan,
&latents);
if (!embeds_opt.has_value()) {
return nullptr;
return false;
}
ImageGenerationEmbeds embeds = std::move(*embeds_opt);

Expand All @@ -4562,7 +4575,7 @@ SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* s
sd_cancel_mode_t cancel = sd_ctx->sd->get_cancel_flag();
if (cancel == SD_CANCEL_ALL) {
LOG_ERROR("cancelling generation");
return nullptr;
return false;
}
if (cancel == SD_CANCEL_NEW_LATENTS) {
LOG_INFO("cancelling new latent generation, returning %zu/%d completed latents",
Expand Down Expand Up @@ -4614,29 +4627,29 @@ SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* s
b + 1,
request.batch_count,
(sampling_end - sampling_start) * 1.0f / 1000);
return nullptr;
return false;
}
int64_t denoise_end = ggml_time_ms();
LOG_INFO("generating %zu latent images completed, taking %.2fs",
final_latents.size(),
(denoise_end - denoise_start) * 1.0f / 1000);
if (final_latents.empty()) {
LOG_ERROR("no latent images generated");
return nullptr;
return false;
}

if (request.hires.enabled && request.hires.target_width > 0) {
if (sd_ctx->sd->get_cancel_flag() == SD_CANCEL_ALL) {
LOG_ERROR("cancelling generation before hires fix");
return nullptr;
return false;
}
LOG_INFO("hires fix: upscaling to %dx%d", request.hires.target_width, request.hires.target_height);

std::unique_ptr<UpscalerGGML> hires_upscaler;
if (request.hires.upscaler == SD_HIRES_UPSCALER_MODEL) {
if (sd_ctx->sd->get_cancel_flag() == SD_CANCEL_ALL) {
LOG_ERROR("cancelling generation before hires model load");
return nullptr;
return false;
}
LOG_INFO("hires fix: loading model upscaler from '%s'", request.hires.model_path);
hires_upscaler = std::make_unique<UpscalerGGML>(sd_ctx->sd->n_threads,
Expand All @@ -4649,7 +4662,7 @@ SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* s
if (!hires_upscaler->load_from_file(request.hires.model_path,
sd_ctx->sd->n_threads)) {
LOG_ERROR("load hires model upscaler failed");
return nullptr;
return false;
}
}

Expand All @@ -4673,7 +4686,7 @@ SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* s
for (int b = 0; b < (int)final_latents.size(); b++) {
if (sd_ctx->sd->get_cancel_flag() == SD_CANCEL_ALL) {
LOG_ERROR("cancelling generation during hires fix");
return nullptr;
return false;
}
int64_t cur_seed = request.seed + b;
sd_ctx->sd->rng->manual_seed(cur_seed);
Expand All @@ -4684,7 +4697,7 @@ SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* s
request,
hires_upscaler.get());
if (upscaled.empty()) {
return nullptr;
return false;
}

sd::Tensor<float> noise = sd::randn_like<float>(upscaled, sd_ctx->sd->rng);
Expand Down Expand Up @@ -4738,24 +4751,33 @@ SD_API sd_image_t* generate_image(sd_ctx_t* sd_ctx, const sd_img_gen_params_t* s
b + 1,
(int)final_latents.size(),
(hires_sample_end - hires_sample_start) * 1.0f / 1000);
return nullptr;
return false;
}
int64_t hires_denoise_end = ggml_time_ms();
LOG_INFO("hires fix completed, taking %.2fs", (hires_denoise_end - hires_denoise_start) * 1.0f / 1000);

final_latents = std::move(hires_final_latents);
}

auto result = decode_image_outputs(sd_ctx, request, final_latents);
int num_images = 0;
auto result = decode_image_outputs(sd_ctx, request, final_latents, &num_images);
if (result == nullptr) {
return nullptr;
return false;
}

sd_ctx->sd->lora_stat();

int64_t t1 = ggml_time_ms();
LOG_INFO("generate_image completed in %.2fs", (t1 - t0) * 1.0f / 1000);
return result;
if (num_images_out != nullptr) {
*num_images_out = num_images;
}
if (images_out != nullptr) {
*images_out = result;
} else {
free_sd_images(result, num_images);
}
return true;
}

static std::optional<ImageGenerationLatents> prepare_video_generation_latents(sd_ctx_t* sd_ctx,
Expand Down
28 changes: 23 additions & 5 deletions src/upscaler.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -199,23 +199,41 @@ upscaler_ctx_t* new_upscaler_ctx(const char* esrgan_path_c_str,
return upscaler_ctx;
}

sd_image_t* upscale(upscaler_ctx_t* upscaler_ctx, sd_image_t input_image, uint32_t upscale_factor) {
bool upscale(upscaler_ctx_t* upscaler_ctx,
sd_image_t input_image,
uint32_t upscale_factor,
sd_image_t** images_out,
int* num_images_out) {
if (images_out != nullptr) {
*images_out = nullptr;
}
if (num_images_out != nullptr) {
*num_images_out = 0;
}
if (upscaler_ctx == nullptr || upscaler_ctx->upscaler == nullptr) {
return nullptr;
return false;
}

sd_image_t* result_images = (sd_image_t*)calloc(1, sizeof(sd_image_t));
if (result_images == nullptr) {
return nullptr;
return false;
}

result_images[0] = upscaler_ctx->upscaler->upscale(input_image, upscale_factor);
if (result_images[0].data == nullptr) {
free(result_images);
return nullptr;
return false;
}

return result_images;
if (num_images_out != nullptr) {
*num_images_out = 1;
}
if (images_out != nullptr) {
*images_out = result_images;
} else {
free_sd_images(result_images, 1);
}
return true;
}

int get_upscale_factor(upscaler_ctx_t* upscaler_ctx) {
Expand Down
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