diffusers 0.3.1

Rust implementation of the Diffusers library using Torch.
Documentation
Build #2058021 2025-04-30 10:17:41
# rustc version
rustc 1.88.0-nightly (74509131e 2025-04-29)# docs.rs version
docsrs 0.6.0 (ee9a3fe6 2025-03-28)# build log
[INFO] running `Command { std: "docker" "create" "-v" "/home/cratesfyi/workspace-builder/builds/diffusers-0.3.1/target:/opt/rustwide/target:rw,Z" "-v" "/home/cratesfyi/workspace-builder/builds/diffusers-0.3.1/source:/opt/rustwide/workdir:ro,Z" "-v" "/home/cratesfyi/workspace-builder/cargo-home:/opt/rustwide/cargo-home:ro,Z" "-v" "/home/cratesfyi/workspace-builder/rustup-home:/opt/rustwide/rustup-home:ro,Z" "-e" "SOURCE_DIR=/opt/rustwide/workdir" "-e" "CARGO_TARGET_DIR=/opt/rustwide/target" "-e" "DOCS_RS=1" "-e" "CARGO_HOME=/opt/rustwide/cargo-home" "-e" "RUSTUP_HOME=/opt/rustwide/rustup-home" "-w" "/opt/rustwide/workdir" "-m" "6442450944" "--cpus" "6" "--user" "1001:1001" "--network" "none" "ghcr.io/rust-lang/crates-build-env/linux@sha256:b0b074c097205a61b89e8ad263052f976b2b332c4dc5f02aef1fe52501660d6e" "/opt/rustwide/cargo-home/bin/cargo" "+nightly" "rustdoc" "--lib" "-Zrustdoc-map" "--features" "doc-only" "--config" "build.rustdocflags=[\"--cfg\", \"docsrs\", \"-Z\", \"unstable-options\", \"--emit=invocation-specific\", \"--resource-suffix\", \"-20250429-1.88.0-nightly-74509131e\", \"--static-root-path\", \"/-/rustdoc.static/\", \"--cap-lints\", \"warn\", \"--extern-html-root-takes-precedence\"]" "--offline" "-Zunstable-options" "--config=doc.extern-map.registries.crates-io=\"https://docs.rs/{pkg_name}/{version}/x86_64-unknown-linux-gnu\"" "-Zrustdoc-scrape-examples" "-j6" "--target" "x86_64-unknown-linux-gnu", kill_on_drop: false }`
[INFO] [stderr] WARNING: Your kernel does not support swap limit capabilities or the cgroup is not mounted. Memory limited without swap.
[INFO] [stdout] 4312dff91be6929878e07d4025e56a2ce3564621d508edac0926ad42307cd52b
[INFO] running `Command { std: "docker" "start" "-a" "4312dff91be6929878e07d4025e56a2ce3564621d508edac0926ad42307cd52b", kill_on_drop: false }`
[INFO] [stderr]     Scraping diffusers v0.3.1 (/opt/rustwide/workdir)
[INFO] [stderr] warning: failed to scan example "controlnet" in package `diffusers` for example code usage
[INFO] [stderr]     Try running with `--verbose` to see the error message.
[INFO] [stderr]     If an example should not be scanned, then consider adding `doc-scrape-examples = false` to its `[[example]]` definition in Cargo.toml
[INFO] [stderr] warning: `diffusers` (example "controlnet") generated 1 warning
[INFO] [stderr] warning: failed to scan example "stable-diffusion-inpaint" in package `diffusers` for example code usage
[INFO] [stderr]     Try running with `--verbose` to see the error message.
[INFO] [stderr]     If an example should not be scanned, then consider adding `doc-scrape-examples = false` to its `[[example]]` definition in Cargo.toml
[INFO] [stderr] warning: failed to scan example "stable-diffusion-img2img" in package `diffusers` for example code usage
[INFO] [stderr]     Try running with `--verbose` to see the error message.
[INFO] [stderr]     If an example should not be scanned, then consider adding `doc-scrape-examples = false` to its `[[example]]` definition in Cargo.toml
[INFO] [stderr] warning: `diffusers` (example "stable-diffusion-img2img") generated 1 warning
[INFO] [stderr] warning: `diffusers` (example "stable-diffusion-inpaint") generated 1 warning
[INFO] [stderr] warning: failed to scan example "stable-diffusion" in package `diffusers` for example code usage
[INFO] [stderr]     Try running with `--verbose` to see the error message.
[INFO] [stderr]     If an example should not be scanned, then consider adding `doc-scrape-examples = false` to its `[[example]]` definition in Cargo.toml
[INFO] [stderr] warning: `diffusers` (example "stable-diffusion") generated 1 warning
[INFO] [stderr]  Documenting diffusers v0.3.1 (/opt/rustwide/workdir)
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]  --> src/models/resnet.rs:6:5
[INFO] [stderr]   |
[INFO] [stderr] 6 | //! https://arxiv.org/abs/1512.03385
[INFO] [stderr]   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]   |
[INFO] [stderr]   = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr]   = note: `#[warn(rustdoc::bare_urls)]` on by default
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]   |
[INFO] [stderr] 6 | //! <https://arxiv.org/abs/1512.03385>
[INFO] [stderr]   |     +                                +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]  --> src/schedulers/ddim.rs:9:5
[INFO] [stderr]   |
[INFO] [stderr] 9 | //! https://arxiv.org/abs/2010.02502
[INFO] [stderr]   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]   |
[INFO] [stderr]   = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]   |
[INFO] [stderr] 9 | //! <https://arxiv.org/abs/2010.02502>
[INFO] [stderr]   |     +                                +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/ddim.rs:28:44
[INFO] [stderr]    |
[INFO] [stderr] 28 |     /// or `v_prediction` (see section 2.4 https://imagen.research.google/video/paper.pdf)
[INFO] [stderr]    |                                            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 28 |     /// or `v_prediction` (see section 2.4 <https://imagen.research.google/video/paper.pdf>)
[INFO] [stderr]    |                                            +                                              +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/dpmsolver_multistep.rs:41:81
[INFO] [stderr]    |
[INFO] [stderr] 41 |     /// whether to use the "dynamic thresholding" method (introduced by Imagen, https://arxiv.org/abs/2205.11487).
[INFO] [stderr]    |                                                                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 41 |     /// whether to use the "dynamic thresholding" method (introduced by Imagen, <https://arxiv.org/abs/2205.11487>).
[INFO] [stderr]    |                                                                                 +                                +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/dpmsolver_multistep.rs:47:10
[INFO] [stderr]    |
[INFO] [stderr] 47 |     /// (https://arxiv.org/abs/2205.11487).
[INFO] [stderr]    |          ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 47 |     /// (<https://arxiv.org/abs/2205.11487>).
[INFO] [stderr]    |          +                                +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/euler_ancestral_discrete.rs:33:5
[INFO] [stderr]    |
[INFO] [stderr] 33 | /// https://github.com/crowsonkb/k-diffusion/blob/481677d114f6ea445aa009cf5bd7a9cdee909e47/k_diffusion/sampling.py#L72
[INFO] [stderr]    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 33 | /// <https://github.com/crowsonkb/k-diffusion/blob/481677d114f6ea445aa009cf5bd7a9cdee909e47/k_diffusion/sampling.py#L72>
[INFO] [stderr]    |     +                                                                                                                  +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/euler_discrete.rs:30:61
[INFO] [stderr]    |
[INFO] [stderr] 30 | /// Euler scheduler (Algorithm 2) from Karras et al. (2022) https://arxiv.org/abs/2206.00364.
[INFO] [stderr]    |                                                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 30 | /// Euler scheduler (Algorithm 2) from Karras et al. (2022) <https://arxiv.org/abs/2206.00364.>
[INFO] [stderr]    |                                                             +                                 +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/euler_discrete.rs:33:5
[INFO] [stderr]    |
[INFO] [stderr] 33 | /// https://github.com/crowsonkb/k-diffusion/blob/481677d114f6ea445aa009cf5bd7a9cdee909e47/k_diffusion/sampling.py#L51
[INFO] [stderr]    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 33 | /// <https://github.com/crowsonkb/k-diffusion/blob/481677d114f6ea445aa009cf5bd7a9cdee909e47/k_diffusion/sampling.py#L51>
[INFO] [stderr]    |     +                                                                                                                  +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]  --> src/schedulers/integrate.rs:7:62
[INFO] [stderr]   |
[INFO] [stderr] 7 | //! This code is mostly copied and adapted from `quadrature` https://github.com/Eh2406/quadrature
[INFO] [stderr]   |                                                              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]   |
[INFO] [stderr]   = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]   |
[INFO] [stderr] 7 | //! This code is mostly copied and adapted from `quadrature` <https://github.com/Eh2406/quadrature>
[INFO] [stderr]   |                                                              +                                    +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/k_dpm_2_ancestral_discrete.rs:31:5
[INFO] [stderr]    |
[INFO] [stderr] 31 | /// https://github.com/crowsonkb/k-diffusion/blob/5b3af030dd83e0297272d861c19477735d0317ec/k_diffusion/sampling.py#L188
[INFO] [stderr]    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 31 | /// <https://github.com/crowsonkb/k-diffusion/blob/5b3af030dd83e0297272d861c19477735d0317ec/k_diffusion/sampling.py#L188>
[INFO] [stderr]    |     +                                                                                                                   +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/k_dpm_2_discrete.rs:31:5
[INFO] [stderr]    |
[INFO] [stderr] 31 | /// https://github.com/crowsonkb/k-diffusion/blob/5b3af030dd83e0297272d861c19477735d0317ec/k_diffusion/sampling.py#L188
[INFO] [stderr]    |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 31 | /// <https://github.com/crowsonkb/k-diffusion/blob/5b3af030dd83e0297272d861c19477735d0317ec/k_diffusion/sampling.py#L188>
[INFO] [stderr]    |     +                                                                                                                   +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/lms_discrete.rs:16:9
[INFO] [stderr]    |
[INFO] [stderr] 16 | ...// https://github.com/huggingface/diffusers/blob/9b37ed33b5fa09e594b38e4e6f7477beff3bd66a/src/diffusers/schedulers/scheduling_lms_discrete.py#L189
[INFO] [stderr]    |       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 16 |     /// <https://github.com/huggingface/diffusers/blob/9b37ed33b5fa09e594b38e4e6f7477beff3bd66a/src/diffusers/schedulers/scheduling_lms_discrete.py#L189>
[INFO] [stderr]    |         +                                                                                                                                               +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]   --> src/schedulers/mod.rs:60:14
[INFO] [stderr]    |
[INFO] [stderr] 60 | /// Based on https://github.com/pytorch/pytorch/issues/50334#issuecomment-1000917964
[INFO] [stderr]    |              ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]    |
[INFO] [stderr]    = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]    |
[INFO] [stderr] 60 | /// Based on <https://github.com/pytorch/pytorch/issues/50334#issuecomment-1000917964>
[INFO] [stderr]    |              +                                                                       +
[INFO] [stderr] 
[INFO] [stderr] warning: this URL is not a hyperlink
[INFO] [stderr]  --> src/transformers/clip.rs:6:5
[INFO] [stderr]   |
[INFO] [stderr] 6 | //! https://github.com/openai/CLIP
[INFO] [stderr]   |     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
[INFO] [stderr]   |
[INFO] [stderr]   = note: bare URLs are not automatically turned into clickable links
[INFO] [stderr] help: use an automatic link instead
[INFO] [stderr]   |
[INFO] [stderr] 6 | //! <https://github.com/openai/CLIP>
[INFO] [stderr]   |     +                              +
[INFO] [stderr] 
[INFO] [stderr] warning: `diffusers` (lib doc) generated 14 warnings (run `cargo fix --lib -p diffusers` to apply 14 suggestions)
[INFO] [stderr]     Finished `dev` profile [unoptimized + debuginfo] target(s) in 1.48s
[INFO] [stderr]    Generated /opt/rustwide/target/x86_64-unknown-linux-gnu/doc/diffusers/index.html
[INFO] running `Command { std: "docker" "inspect" "4312dff91be6929878e07d4025e56a2ce3564621d508edac0926ad42307cd52b", kill_on_drop: false }`
[INFO] running `Command { std: "docker" "rm" "-f" "4312dff91be6929878e07d4025e56a2ce3564621d508edac0926ad42307cd52b", kill_on_drop: false }`
[INFO] [stdout] 4312dff91be6929878e07d4025e56a2ce3564621d508edac0926ad42307cd52b