sangge
ef4f0021cf
- Add rayon dependency for parallel processing - Implement rayon::broadcast for proper TFHE server key distribution across threads - Fix bitonic sort to handle non-power-of-2 input sizes by padding to nearest 2^k - Add parallel execution for recursive calls and comparison operations - Update API to accept encrypted max values for safe padding - Add Send/Sync traits for EncryptedNeighbor to enable thread safety - Modify perform_knn_selection to support bitonic sort requirements - Bump version to 0.2.0 This resolves the bitonic sort correctness issue where non-power-of-2 array sizes caused incorrect results. The algorithm now properly pads from 100 to 128 elements and should produce deterministic, correct results.
18 lines
383 B
TOML
18 lines
383 B
TOML
[package]
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name = "hfe_knn"
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version = "0.2.0"
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edition = "2024"
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[dependencies]
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tfhe = { version = "1", features = ["integer"] }
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serde = { version = "1", features = ["derive"] }
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anyhow = "1"
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rand = "0.9"
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clap = { version = "4.5", features = ["derive"] }
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serde_json = "1"
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chrono = { version = "0.4", features = ["serde"] }
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bincode = "2.0"
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log = "0.4"
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env_logger = "0.11"
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rayon = "1.10"
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