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Update doc & readme (#122)
* update poulpy_arch.svg * update main readme * update lib_diagram.png & main readme * update poulpy-core readme * update backend readmes * update poulpy-hal readme * update poulpy-schemes readme * update CHANGELOG.md
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# 🐙 Poulpy-Backend
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# 🐙 Poulpy-CPU-AVX
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**Poulpy-Backend** is a Rust crate that provides concrete implementations of **`poulpy-hal`**. This crate is used to instantiate projects implemented with **`poulpy-hal`**, **`poulpy-core`** and/or **`poulpy-schemes`**.
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**Poulpy-Backend-CPU-AVX** is a Rust crate that provides the reference CPU implementation of **`poulpy-hal`**. This crate is used to instantiate projects implemented with **`poulpy-hal`**, **`poulpy-core`** and/or **`poulpy-schemes`**.
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## Backends
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### cpu-spqlios
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This module provides a CPU AVX2 accelerated backend through C bindings over [**spqlios-arithmetic**](https://github.com/tfhe/spqlios-arithmetic).
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- Currently supported: `FFT64` backend
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- Planned: `NTT120` backend
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### Build Notes
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This backend is built and compiled automatically and has been tested on wsl/ubuntu.
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- `cmake` is invoked automatically by the build script (`build.rs`) when compiling the crate.
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- No manual setup is required beyond having a standard Rust toolchain.
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- Build options can be changed in `/build/cpu_spqlios.rs`
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- Automatic build of cpu-spqlios/spqlios-arithmetic can be disabled in `build.rs`.
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Spqlios-arithmetic is windows/mac compatible but building for those platforms is slightly different (see [spqlios-arithmetic/wiki/build](https://github.com/tfhe/spqlios-arithmetic/wiki/build)) and has not been tested in Poulpy.
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### Example
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## Example
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```rust
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use poulpy_backend::cpu_spqlios::FFT64;
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use poulpy_backend_cpu_ref::FFT64Ref;
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use poulpy_hal::{api::ModuleNew, layouts::Module};
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let log_n: usize = 10;
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let module = Module<FFT64> = Module<FFT64>::new(1<<log_n);
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let module = Module<FFT64Ref> = Module<FFT64Ref>::new(1<<log_n);
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```
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## Contributors
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To add a backend, implement the open extension traits from **`poulpy-hal/oep`** for a struct that implements the `Backend` trait.
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To add your own backend, implement the open extension traits from **`poulpy-hal/oep`** for a struct that implements the `Backend` trait.
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This will automatically make your backend compatible with the API of **`poulpy-hal`**, **`poulpy-core`** and **`poulpy-schemes`**.
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