Add second additional work for Parallel Programming class
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# Parallel Programming
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/target
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# This file is automatically @generated by Cargo.
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# It is not intended for manual editing.
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version = 4
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[[package]]
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name = "cfg-if"
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version = "1.0.4"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "9330f8b2ff13f34540b44e946ef35111825727b38d33286ef986142615121801"
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[[package]]
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name = "crossbeam-deque"
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version = "0.8.6"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "9dd111b7b7f7d55b72c0a6ae361660ee5853c9af73f70c3c2ef6858b950e2e51"
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dependencies = [
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"crossbeam-epoch",
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"crossbeam-utils",
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]
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[[package]]
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name = "crossbeam-epoch"
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version = "0.9.18"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "5b82ac4a3c2ca9c3460964f020e1402edd5753411d7737aa39c3714ad1b5420e"
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dependencies = [
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"crossbeam-utils",
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]
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[[package]]
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name = "crossbeam-utils"
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version = "0.8.21"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
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[[package]]
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name = "either"
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version = "1.15.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "48c757948c5ede0e46177b7add2e67155f70e33c07fea8284df6576da70b3719"
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[[package]]
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name = "getrandom"
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version = "0.3.4"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "899def5c37c4fd7b2664648c28120ecec138e4d395b459e5ca34f9cce2dd77fd"
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dependencies = [
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"cfg-if",
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"libc",
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"r-efi",
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"wasip2",
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]
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[[package]]
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name = "libc"
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version = "0.2.177"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "2874a2af47a2325c2001a6e6fad9b16a53b802102b528163885171cf92b15976"
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[[package]]
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name = "ppv-lite86"
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version = "0.2.21"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "85eae3c4ed2f50dcfe72643da4befc30deadb458a9b590d720cde2f2b1e97da9"
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dependencies = [
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"zerocopy",
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]
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[[package]]
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name = "proc-macro2"
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version = "1.0.103"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "5ee95bc4ef87b8d5ba32e8b7714ccc834865276eab0aed5c9958d00ec45f49e8"
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dependencies = [
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"unicode-ident",
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]
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[[package]]
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name = "quote"
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version = "1.0.42"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "a338cc41d27e6cc6dce6cefc13a0729dfbb81c262b1f519331575dd80ef3067f"
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dependencies = [
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"proc-macro2",
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]
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[[package]]
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name = "r-efi"
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version = "5.3.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
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[[package]]
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name = "rand"
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version = "0.9.2"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "6db2770f06117d490610c7488547d543617b21bfa07796d7a12f6f1bd53850d1"
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dependencies = [
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"rand_chacha",
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"rand_core",
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]
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[[package]]
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name = "rand_chacha"
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version = "0.9.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "d3022b5f1df60f26e1ffddd6c66e8aa15de382ae63b3a0c1bfc0e4d3e3f325cb"
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dependencies = [
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"ppv-lite86",
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"rand_core",
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]
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[[package]]
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name = "rand_core"
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version = "0.9.3"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "99d9a13982dcf210057a8a78572b2217b667c3beacbf3a0d8b454f6f82837d38"
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dependencies = [
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"getrandom",
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]
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[[package]]
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name = "rayon"
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version = "1.11.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "368f01d005bf8fd9b1206fb6fa653e6c4a81ceb1466406b81792d87c5677a58f"
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dependencies = [
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"either",
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"rayon-core",
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]
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[[package]]
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name = "rayon-core"
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version = "1.13.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "22e18b0f0062d30d4230b2e85ff77fdfe4326feb054b9783a3460d8435c8ab91"
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dependencies = [
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"crossbeam-deque",
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"crossbeam-utils",
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]
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[[package]]
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name = "rayon_demo"
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version = "0.1.0"
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dependencies = [
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"rand",
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"rayon",
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]
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[[package]]
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name = "syn"
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version = "2.0.111"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "390cc9a294ab71bdb1aa2e99d13be9c753cd2d7bd6560c77118597410c4d2e87"
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dependencies = [
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"proc-macro2",
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"quote",
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"unicode-ident",
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]
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[[package]]
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name = "unicode-ident"
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version = "1.0.22"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "9312f7c4f6ff9069b165498234ce8be658059c6728633667c526e27dc2cf1df5"
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[[package]]
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name = "wasip2"
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version = "1.0.1+wasi-0.2.4"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "0562428422c63773dad2c345a1882263bbf4d65cf3f42e90921f787ef5ad58e7"
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dependencies = [
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"wit-bindgen",
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]
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[[package]]
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name = "wit-bindgen"
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version = "0.46.0"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "f17a85883d4e6d00e8a97c586de764dabcc06133f7f1d55dce5cdc070ad7fe59"
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[[package]]
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name = "zerocopy"
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version = "0.8.28"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "43fa6694ed34d6e57407afbccdeecfa268c470a7d2a5b0cf49ce9fcc345afb90"
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dependencies = [
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"zerocopy-derive",
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]
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[[package]]
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name = "zerocopy-derive"
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version = "0.8.28"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "c640b22cd9817fae95be82f0d2f90b11f7605f6c319d16705c459b27ac2cbc26"
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dependencies = [
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"proc-macro2",
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"quote",
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"syn",
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]
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[package]
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name = "rayon_demo"
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version = "0.1.0"
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edition = "2024"
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[dependencies]
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rand = "0.9.2"
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rayon = "1.11.0"
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# Rayon Demo
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Second additional task for the Parallel Programming class. Shows how effortlessly [rayon](https://github.com/rayon-rs/rayon) speedups the workloads.
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Launch with:
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```bash
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cargo run --release
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```
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Execution result (CPU with 8 cores):
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```
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Генерування 10000000 випадкових чисел...
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Початок тестування...
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Послідовно: знайдено 472801 простих чисел за 34.234398653s
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Паралельно: знайдено 472801 простих чисел за 4.742153237s
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Прискорення: 7.22x
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```
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use rayon::prelude::*;
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use std::time::Instant;
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// Функція для перевірки числа на простоту (навантаження CPU)
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fn is_prime(n: u32) -> bool {
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if n <= 1 {
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return false;
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}
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for i in 2..=(f64::from(n).sqrt() as u32) {
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if n.is_multiple_of(i) {
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return false;
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}
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}
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true
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}
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fn main() {
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// Підготовка даних
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let data_size = 10_000_000;
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println!("Генерування {data_size} випадкових чисел...");
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// Тут теж використано Rayon для швидкої генерації
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let numbers: Vec<u32> = (0..data_size)
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.into_par_iter()
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.map(|_| rand::random::<u32>())
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.collect();
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println!("Початок тестування...\n");
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// Послідовне виконання
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let start_seq = Instant::now();
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let count_seq = numbers.iter().filter(|&&x| is_prime(x)).count();
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let duration_seq = start_seq.elapsed();
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println!("Послідовно: знайдено {count_seq} простих чисел за {duration_seq:?}");
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// Паралельне виконання з Rayon
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let start_par = Instant::now();
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let count_par = numbers
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.par_iter() // Вся магія тут
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.filter(|&&x| is_prime(x))
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.count();
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let duration_par = start_par.elapsed();
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println!("Паралельно: знайдено {count_par} простих чисел за {duration_par:?}");
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// Висновок
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let speedup = duration_seq.as_secs_f64() / duration_par.as_secs_f64();
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println!("\nПрискорення: {speedup:.2}x");
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}
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