Fabio
c36510c21e
Some checks failed
Linux Build / Linux cpu (push) Has been cancelled
Linux Build / Linux cpu-clang (push) Has been cancelled
Linux Build / Linux vulkan (push) Has been cancelled
mac-build / macOS CPU (push) Has been cancelled
Nix Build / Nix (cpu) (push) Has been cancelled
Nix Build / Nix (vulkan) (push) Has been cancelled
windows-build / Windows CPU (push) Has been cancelled
75 lines
2.4 KiB
C++
75 lines
2.4 KiB
C++
#pragma once
|
|
|
|
#include "engine/framework/assets/tensor_source.h"
|
|
#include "engine/framework/core/backend.h"
|
|
#include "engine/framework/core/module.h"
|
|
#include "engine/framework/modules/linear_module.h"
|
|
#include "engine/framework/modules/text_encoders/t5_base_encoder.h"
|
|
#include "engine/models/stable_audio/assets.h"
|
|
#include "engine/models/stable_audio/conditioner.h"
|
|
#include "engine/models/stable_audio/conditioner_runtime.h"
|
|
|
|
#include <ggml-backend.h>
|
|
|
|
#include <cstddef>
|
|
#include <memory>
|
|
#include <vector>
|
|
|
|
namespace engine::core {
|
|
class BackendWeightStore;
|
|
class ExecutionContext;
|
|
}
|
|
|
|
namespace engine::models::stable_audio::foundation {
|
|
|
|
struct T5BaseRuntimeWeights {
|
|
std::shared_ptr<core::BackendWeightStore> store;
|
|
modules::T5BaseEncoderWeights encoder;
|
|
};
|
|
|
|
struct FoundationNumberConditionerWeights {
|
|
std::vector<float> frequencies;
|
|
std::vector<float> projection_weight;
|
|
std::vector<float> projection_bias;
|
|
};
|
|
|
|
T5BaseRuntimeWeights load_t5_base_runtime_weights(
|
|
const StableAudioAssets & assets,
|
|
ggml_backend_t backend,
|
|
core::BackendType backend_type,
|
|
size_t weight_context_bytes,
|
|
assets::TensorStorageType weight_storage_type);
|
|
|
|
class FoundationConditionerRuntime {
|
|
public:
|
|
FoundationConditionerRuntime(
|
|
core::ExecutionContext & execution,
|
|
std::shared_ptr<const StableAudioAssets> assets,
|
|
assets::TensorStorageType weight_storage_type,
|
|
int64_t max_batch);
|
|
~FoundationConditionerRuntime();
|
|
|
|
FoundationConditionerRuntime(const FoundationConditionerRuntime &) = delete;
|
|
FoundationConditionerRuntime & operator=(const FoundationConditionerRuntime &) = delete;
|
|
|
|
void prepare() const;
|
|
StableAudioConditioningInputs encode(const StableAudioConditioningBatch & inputs) const;
|
|
|
|
private:
|
|
class T5Graph;
|
|
|
|
StableAudioConditionedInput encode_one(
|
|
const StableAudioTokenBatch & tokens,
|
|
const std::vector<float> & normalized_start_seconds,
|
|
const std::vector<float> & normalized_total_seconds) const;
|
|
|
|
std::shared_ptr<const StableAudioAssets> assets_;
|
|
core::ExecutionContext * execution_ = nullptr;
|
|
assets::TensorStorageType weight_storage_type_ = assets::TensorStorageType::Native;
|
|
int64_t max_batch_ = 1;
|
|
mutable std::unique_ptr<T5Graph> t5_graph_;
|
|
FoundationNumberConditionerWeights seconds_start_;
|
|
FoundationNumberConditionerWeights seconds_total_;
|
|
};
|
|
|
|
} // namespace engine::models::stable_audio::foundation
|