ruda-optim 0.21.39

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[package]
edition = "2024"
name = "ruda-optim"
version = "0.21.39"
authors = ["nathanielsimard <nathaniel.simard.42@gmail.com>"]
build = false
autolib = false
autobins = false
autoexamples = false
autotests = false
autobenches = false
description = "Ruda optimizer updates, gradient state, clipping and learning-rate schedules."
documentation = "https://github.com/shuqi2077/RUDA/blob/main/docs/en/README.md"
readme = "README.md"
keywords = [
    "deep-learning",
    "machine-learning",
    "tensor",
    "pytorch",
    "ndarray",
]
categories = [
    "science",
    "no-std",
    "embedded",
    "wasm",
]
license = "MIT OR Apache-2.0"
repository = "https://github.com/shuqi2077/RUDA/tree/main/ruda-optim"

[package.metadata.docs.rs]
features = ["doc"]
rustdoc-args = [
    "--cfg",
    "docsrs",
]

[features]
collective = [
    "std",
    "ruccl",
    "dep:serde_json",
]
cuda = [
    "dep:ruda-tensor-device",
    "serde/default",
    "serde_json/default",
]
default = [
    "std",
    "ruda-model/default",
]
distributed = [
    "std",
    "ruda-model/distributed",
]
doc = [
    "std",
    "ruda-model/doc",
]
fused-adamw = ["std"]
fused-adamw-cuda = [
    "fused-adamw-device",
    "dep:serde_json",
    "dep:ruda-driver-cuda",
    "ruda-driver-cuda/direct-ptx",
]
fused-adamw-device = [
    "fused-adamw",
    "dep:ruda-core",
    "dep:ruda-kernel",
    "ruda-kernel/frontend-std",
    "ruda-kernel/device-tensor",
]
fusion = [
    "dep:ruda-fusion",
    "ruda-kernel/frontend-std",
    "ruda-kernel/frontend-tracing",
    "ruda-core/id-tests-std",
]
gradient-guard = ["fused-adamw"]
gradient-guard-cuda = [
    "gradient-guard-device",
    "fused-adamw-cuda",
]
gradient-guard-device = [
    "gradient-guard",
    "fused-adamw-device",
]
std = [
    "ruda-model/std",
    "num-traits/std",
    "serde/std",
    "log",
]
test-cuda = [
    "cuda",
    "ruda-tensor-device/cuda-default",
    "ruda-core/id-tests-std",
]
test-memory-checks = [
    "fusion",
    "ruda-fusion/memory-checks",
]
test-metal = [
    "test-wgpu",
    "ruda-tensor-wgpu/metal",
]
test-rocm = ["ruda-tensor-rocm/default"]
test-tch = ["ruda-tensor-tch/default"]
test-vulkan = [
    "test-wgpu",
    "ruda-tensor-wgpu/vulkan",
]
test-wgpu = ["ruda-tensor-wgpu/default"]
tracing = [
    "ruccl?/tracing",
    "ruda-model/tracing",
    "ruda-tensor-device?/tracing",
    "ruda-fusion?/tracing",
    "ruda-tensor-remote?/tracing",
    "ruda-tensor-rocm?/tracing",
    "ruda-tensor-router?/tracing",
    "ruda-tensor-tch?/tracing",
    "ruda-tensor-wgpu?/tracing",
]

[lib]
name = "ruda_optim"
path = "src/lib.rs"

[[example]]
name = "collective_training"
path = "examples/collective_training.rs"
required-features = [
    "std",
    "collective",
]

[[example]]
name = "fused-adamw-bench"
path = "examples/fused_adamw_bench.rs"
required-features = ["fused-adamw-cuda"]

[[example]]
name = "gradient-guard-bench"
path = "examples/gradient_guard_bench.rs"
required-features = ["gradient-guard-cuda"]

[[example]]
name = "muon-training"
path = "examples/muon_training.rs"
required-features = ["std"]

[[test]]
name = "fused-adamw-cuda"
path = "tests/fused_adamw_cuda.rs"
required-features = ["fused-adamw-cuda"]

[[test]]
name = "gradient-guard-cuda"
path = "tests/gradient_guard_cuda.rs"
required-features = ["gradient-guard-cuda"]

[dependencies.derive-new]
version = "0.7.0"
default-features = false

[dependencies.hashbrown]
version = "0.16"
features = ["serde"]

[dependencies.log]
version = "0.4.29"
optional = true
default-features = false

[dependencies.num-traits]
version = "0.2.19"
features = ["libm"]
default-features = false

[dependencies.ruccl]
version = "0.21.32"
optional = true
default-features = false
package = "ruCCL"

[dependencies.ruda-core]
version = "0.1.5"
optional = true
default-features = false

[dependencies.ruda-driver-cuda]
version = "0.1.35"
optional = true

[dependencies.ruda-fusion]
version = "0.21.28"
features = [
    "std",
    "tracing",
]
optional = true
default-features = false

[dependencies.ruda-kernel]
version = "0.1.12"
features = ["frontend"]
optional = true
default-features = false

[dependencies.ruda-model]
version = "0.21.35"
default-features = false

[dependencies.ruda-tensor-device]
version = "0.21.29"
features = ["cuda"]
optional = true
default-features = false

[dependencies.ruda-tensor-remote]
version = "0.21.28"
optional = true
default-features = false

[dependencies.ruda-tensor-rocm]
version = "0.21.28"
optional = true
default-features = false

[dependencies.ruda-tensor-router]
version = "0.21.29"
optional = true
default-features = false

[dependencies.ruda-tensor-tch]
version = "0.21.40"
features = ["default"]
optional = true
default-features = false

[dependencies.ruda-tensor-wgpu]
version = "0.21.28"
optional = true
default-features = false

[dependencies.serde]
version = "1.0.228"
features = [
    "derive",
    "alloc",
    "derive",
]
default-features = false

[dependencies.serde_json]
version = "1.0.148"
optional = true
default-features = false

[dev-dependencies.rstest]
version = "0.26.1"

[lints.clippy]

[lints.rustdoc]
broken_intra_doc_links = "deny"
invalid_html_tags = "deny"