7f59912916
The model code was spread across eight crates that had grown into each other:
ggml and cuda and mlx each owned part of a tensor runtime, llama and tts and
voice2 each owned part of a model, and libs/diffusion owned everything else.
They are now one tree with an explicit shape:
libs/ai/cuda — kernels and launch surface
libs/ai/metal — Metal shaders and the shim
libs/ai/llm — the language-model runtime (sessions, lanes, contexts,
the CUDA and Metal executors, the compiled Metal path)
libs/ai/models/ — common, flux, h3, music, paint, speech, stems, vision
libs/diffusion is not deleted but demoted: what remains is the VALIDATOR
crate — several dozen `*_validate.rs` oracles that check a native
implementation against a reference, which is where they belong now that the
implementations live next door.
The functional work inside the move is mostly in the LLM runtime: N lanes that
draft while one verify batch serves all of them, per-slot prefill over a shared
folded attention arena, speculation that survives batching, and a scheduler
that reports rather than publishes. And in the CUDA build: a machine without
usable CUDA must still LINK (and say so), the default kernel arch is the
building machine's GPU, `NO_CUDA` forces the stub even where the toolkit
exists, and kernels compile in parallel with progress.
libs/video_flow is new here: classical optical flow estimation and the `mkfl`
motion-field payload — a flow field measured from a clip without a model,
which is what drives free-rate bounce-looping playback and the uprez/tween
enhance pipe.
27 lines
668 B
Rust
27 lines
668 B
Rust
#[derive(Clone, Copy, Debug, Eq, PartialEq, Hash)]
|
|
pub enum BackendKind {
|
|
Metal,
|
|
Vulkan,
|
|
Cuda,
|
|
}
|
|
|
|
#[derive(Clone, Debug, Default, Eq, PartialEq)]
|
|
pub struct BackendCapabilities {
|
|
pub bf16: bool,
|
|
pub tensor_cores: bool,
|
|
pub max_buffer_size: Option<usize>,
|
|
pub max_threadgroup_memory: Option<usize>,
|
|
pub subgroup_width: Option<usize>,
|
|
pub asynchronous: bool,
|
|
pub host_buffer: bool,
|
|
pub buffer_from_host_ptr: bool,
|
|
pub events: bool,
|
|
}
|
|
|
|
#[derive(Clone, Debug, Eq, PartialEq)]
|
|
pub struct BackendInfo {
|
|
pub kind: BackendKind,
|
|
pub name: String,
|
|
pub description: String,
|
|
pub capabilities: BackendCapabilities,
|
|
}
|