#pragma once #include "engine/framework/assets/resource_bundle.h" #include "engine/framework/assets/tensor_source.h" #include #include #include #include namespace engine::models::demucs { struct HTDemucsManifest { std::string model_type; std::string name; }; struct HTDemucsConfig { std::string class_name; std::string signature; std::string checkpoint_file; std::vector sources; int audio_channels = 0; int sample_rate = 0; float segment_seconds = 0.0f; int64_t segment_samples = 0; int channels = 0; int growth = 0; int n_fft = 0; int hop_length = 0; int wiener_iters = 0; bool wiener_residual = false; bool cac = true; int depth = 0; bool rewrite = true; int multi_freqs_depth = 0; float freq_emb_scale = 0.0f; float embedding_scale = 1.0f; bool embedding_smooth = false; int kernel_size = 0; int stride = 0; int time_stride = 0; int context = 0; int context_enc = 0; int norm_starts = 0; int norm_groups = 0; int dconv_mode = 0; int dconv_depth = 0; int dconv_comp = 0; float dconv_init = 0.0f; int bottom_channels = 0; bool has_channel_sampler = false; int transformer_layers = 0; float transformer_hidden_scale = 0.0f; int transformer_heads = 0; float transformer_dropout = 0.0f; bool transformer_layer_scale = false; bool transformer_gelu = true; bool transformer_norm_in = true; bool transformer_norm_in_group = false; bool transformer_group_norm = false; bool transformer_norm_first = true; bool transformer_norm_out = true; bool transformer_cross_first = false; float transformer_max_period = 10000.0f; float transformer_weight_pos_embed = 1.0f; int input_freq_channels = 0; int output_freq_channels = 0; int output_time_channels = 0; int stft_freq_bins = 0; int stft_frames = 0; }; struct HTDemucsSubmodelAssets { std::shared_ptr tensor_source; HTDemucsConfig config; }; struct HTDemucsAssets { assets::ResourceBundle resources; HTDemucsManifest manifest; std::vector> submodels; }; void validate_demucs_weight_storage_type(assets::TensorStorageType storage_type); std::shared_ptr load_htdemucs_assets( const std::filesystem::path & model_path, std::string_view family = "htdemucs"); } // namespace engine::models::demucs