mirror of
https://github.com/storytold/effectcraft.git
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Kristian MyramandClaude Sonnet 5.5
8a6ad6f5e9
A click on the synthetic image: mask logits within 1.1e-4 (range 11.6), IoU head 1e-6, object score 2e-5, prompt embeddings 1e-7. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
96 lines
2.9 KiB
Rust
96 lines
2.9 KiB
Rust
//! SAM 2.1 video object tracker (Hiera backbone) for the Roto Brush.
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//!
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//! A Rust port of the Hugging Face `transformers` SAM 2 implementation (Apache-2.0; see
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//! `NOTICE`). Native only: the crate is empty on wasm32 so L0–L4 still build for the web.
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//! Nothing here loads weights unless asked to; weights are never bundled.
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//!
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//! Modules are added stage by stage, each checked against reference tensors produced by
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//! `tools/sam2_reference.py`.
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#![cfg(not(target_arch = "wasm32"))]
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#![deny(clippy::unwrap_used, clippy::expect_used, clippy::panic, clippy::unimplemented, clippy::todo, clippy::unreachable)]
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use std::fmt;
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pub mod decoder;
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pub mod hiera;
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pub mod model;
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pub mod neck;
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pub mod nn;
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pub mod prompt;
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pub mod weights;
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/// Everything that can go wrong in this crate. Never a panic.
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#[derive(Debug, Clone, PartialEq)]
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pub enum Error {
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/// The weights file is missing a tensor, has the wrong shape, or contains non-finite values.
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Weights(String),
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/// The input (frame size, prompt, frame index) is unusable.
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Input(String),
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/// The work was cancelled by the caller.
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Cancelled,
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/// A time or memory budget was exceeded.
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Budget(String),
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/// A tensor operation failed (shape mismatch, out of memory, device error).
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Compute(String),
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}
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impl fmt::Display for Error {
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fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
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match self {
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Error::Weights(m) => write!(f, "SAM 2 weights: {m}"),
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Error::Input(m) => write!(f, "SAM 2 input: {m}"),
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Error::Cancelled => write!(f, "SAM 2: cancelled"),
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Error::Budget(m) => write!(f, "SAM 2 budget: {m}"),
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Error::Compute(m) => write!(f, "SAM 2 compute: {m}"),
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}
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}
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}
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impl std::error::Error for Error {}
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impl From<candle_core::Error> for Error {
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fn from(e: candle_core::Error) -> Error {
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Error::Compute(e.to_string())
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}
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}
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pub type Result<T> = std::result::Result<T, Error>;
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/// The released SAM 2.1 sizes. Only Tiny is wired up first; the others are configuration.
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#[derive(Clone, Copy, Debug, PartialEq, Eq)]
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pub enum Size {
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Tiny,
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Small,
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BasePlus,
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Large,
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}
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impl Size {
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/// The Hugging Face repository the official weights come from.
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pub fn repo(self) -> &'static str {
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match self {
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Size::Tiny => "facebook/sam2.1-hiera-tiny",
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Size::Small => "facebook/sam2.1-hiera-small",
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Size::BasePlus => "facebook/sam2.1-hiera-base-plus",
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Size::Large => "facebook/sam2.1-hiera-large",
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}
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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#[test]
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fn sizes_name_their_official_repositories() {
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assert_eq!(Size::Tiny.repo(), "facebook/sam2.1-hiera-tiny");
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assert!(Size::Large.repo().ends_with("large"));
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}
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#[test]
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fn errors_say_what_failed() {
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assert!(Error::Input("empty frame".into()).to_string().contains("empty frame"));
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assert_eq!(Error::Cancelled.to_string(), "SAM 2: cancelled");
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}
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}
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