nnl 0.1.4

A high-performance neural network library for Rust with CPU and GPU support
Documentation 
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[dependencies.anyhow]
version = "1.0"

[dependencies.bincode]
version = "1.3"

[dependencies.bytemuck]
features = ["derive"]
version = "1.14"

[dependencies.chrono]
features = ["serde"]
version = "0.4"

[dependencies.env_logger]
version = "0.10"

[dependencies.half]
features = ["serde"]
version = "2.3"

[dependencies.intel-mkl-src]
features = ["mkl-static-lp64-iomp"]
optional = true
version = "0.8"

[dependencies.log]
version = "0.4"

[dependencies.nalgebra]
features = ["serde-serialize"]
version = "0.32"

[dependencies.ndarray]
features = ["serde", "blas"]
version = "0.15"

[dependencies.num-traits]
version = "0.2"

[dependencies.num_cpus]
version = "1.16"

[dependencies.openblas-src]
features = ["cblas", "system"]
optional = true
version = "0.10"

[dependencies.rand]
features = ["std"]
version = "0.8"

[dependencies.rand_distr]
version = "0.4"

[dependencies.rayon]
version = "1.7"

[dependencies.rmp-serde]
version = "1.1"

[dependencies.serde]
features = ["derive"]
version = "1.0"

[dependencies.serde_json]
version = "1.0"

[dependencies.thiserror]
version = "1.0"

[dependencies.vulkano]
features = ["serde"]
version = "0.34"

[dependencies.vulkano-shaders]
version = "0.34"

[dependencies.vulkano-util]
version = "0.34"

[dev-dependencies.approx]
version = "0.5"

[dev-dependencies.criterion]
features = ["html_reports"]
version = "0.5"

[dev-dependencies.tempfile]
version = "3.8"

[features]
cpu-optimized = ["openblas-src"]
default = ["cpu-optimized"]
intel-mkl = ["intel-mkl-src"]

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

[package]
authors = ["Giona Berti <hotplugin.dev@gmail.com>"]
autobenches = false
autobins = false
autoexamples = false
autolib = false
autotests = false
build = false
categories = ["science", "algorithms"]
description = "A high-performance neural network library for Rust with CPU and GPU support"
edition = "2024"
exclude = ["/.gitignore", "/target/*", "*.mp4", "*.png", "*.jpg", "*.zip", "/data/*", "/notebooks/*", "/examples/large_file.rs", "examples/*", "img/*.png"]
keywords = ["neural-network", "machine-learning", "deep-learning", "gpu", "cpu"]
license = "MIT"
name = "nnl"
readme = "README.md"
repository = "https://github.com/hotplugindev/nnl"
version = "0.1.4"

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

[profile.cpu-optimized]
codegen-units = 1
inherits = "release"
lto = "fat"
opt-level = 3
panic = "abort"

[profile.release]
codegen-units = 1
lto = true
opt-level = 3
panic = "abort"

[profile.release.package."*"]
opt-level = 3