tfhe 1.7.0

TFHE-rs is a fully homomorphic encryption (FHE) library that implements Zama's variant of TFHE.
Documentation 
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use super::super::super::meta::{
    DedicatedCompactPublicKeyParameters, MetaParameters, ReRandomizationConfiguration,
};
use super::super::compact_public_key_only::p_fail_2_minus_128::ks_pbs::*;
use super::super::key_switching::p_fail_2_minus_128::ks_pbs_gpu::*;
use super::super::list_compression::p_fail_2_minus_128::*;
use super::super::multi_bit::gaussian::p_fail_2_minus_128::ks_pbs_gpu::*;
use super::super::multi_bit::tuniform::p_fail_2_minus_128::ks_pbs_gpu::*;
use super::super::noise_squashing::p_fail_2_minus_128::*;

use crate::shortint::parameters::{Backend, MetaNoiseSquashingParameters};
use crate::shortint::{AtomicPatternParameters, PBSParameters};

pub const V1_7_META_PARAM_GPU_1_1_MULTI_BIT_GROUP_2_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_2_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_2_2_MULTI_BIT_GROUP_2_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_2_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_3_3_MULTI_BIT_GROUP_2_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_2_MESSAGE_3_CARRY_3_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_4_4_MULTI_BIT_GROUP_2_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_2_MESSAGE_4_CARRY_4_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_1_1_MULTI_BIT_GROUP_3_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_3_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_2_2_MULTI_BIT_GROUP_3_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_3_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_3_3_MULTI_BIT_GROUP_3_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_3_MESSAGE_3_CARRY_3_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_4_4_MULTI_BIT_GROUP_3_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_3_MESSAGE_4_CARRY_4_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_1_1_MULTI_BIT_GROUP_4_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_1_CARRY_1_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_2_2_MULTI_BIT_GROUP_4_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: Some(
            V1_7_COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_GAUSSIAN_2M128,
        ),
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_3_3_MULTI_BIT_GROUP_4_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_3_CARRY_3_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_4_4_MULTI_BIT_GROUP_4_KS_PBS_GAUSSIAN_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_4_CARRY_4_KS_PBS_GAUSSIAN_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_1_1_MULTI_BIT_GROUP_2_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_2_MESSAGE_1_CARRY_1_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_2_2_MULTI_BIT_GROUP_2_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_2_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_3_3_MULTI_BIT_GROUP_2_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_2_MESSAGE_3_CARRY_3_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_4_4_MULTI_BIT_GROUP_2_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_2_MESSAGE_4_CARRY_4_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_1_1_MULTI_BIT_GROUP_3_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_3_MESSAGE_1_CARRY_1_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_2_2_MULTI_BIT_GROUP_3_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_3_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_3_3_MULTI_BIT_GROUP_3_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_3_MESSAGE_3_CARRY_3_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_4_4_MULTI_BIT_GROUP_3_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_3_MESSAGE_4_CARRY_4_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_1_1_MULTI_BIT_GROUP_4_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_1_CARRY_1_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_2_2_MULTI_BIT_GROUP_4_KS_PBS_PKE_TO_BIG_ZKV2_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128.with_deterministic_execution(),
        )),
        dedicated_compact_public_key_parameters: Some(DedicatedCompactPublicKeyParameters {
            pke_params: V1_7_PARAM_PKE_TO_BIG_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128_ZKV2,
            ksk_params:
                V1_7_PARAM_MULTI_BIT_GROUP_4_KEYSWITCH_PKE_TO_BIG_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
            re_randomization_parameters: None,
        }),
        compression_parameters: Some(
            V1_7_COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
        ),
        noise_squashing_parameters: Some(MetaNoiseSquashingParameters {
            parameters: V1_7_NOISE_SQUASHING_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128.with_deterministic_execution(),
            compression_parameters: Some(
                V1_7_NOISE_SQUASHING_COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
            ),
        }),
        rerand_configuration: Some(
            ReRandomizationConfiguration::DerivedCompactPublicKeyWithoutKeySwitch
        ),
    }.validate();

pub const V1_7_META_PARAM_GPU_2_2_MULTI_BIT_GROUP_4_KS_PBS_PKE_TO_SMALL_ZKV2_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128.with_deterministic_execution(),
        )),
        dedicated_compact_public_key_parameters: Some(DedicatedCompactPublicKeyParameters {
            pke_params: V1_7_PARAM_PKE_TO_SMALL_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128_ZKV2,
            ksk_params:
                V1_7_PARAM_MULTI_BIT_GROUP_4_KEYSWITCH_PKE_TO_SMALL_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
            re_randomization_parameters: None,
        }),
        compression_parameters: Some(
            V1_7_COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
        ),
        noise_squashing_parameters: Some(MetaNoiseSquashingParameters {
            parameters: V1_7_NOISE_SQUASHING_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128.with_deterministic_execution(),
            compression_parameters: Some(
                V1_7_NOISE_SQUASHING_COMP_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_2_CARRY_2_KS_PBS_TUNIFORM_2M128,
            ),
        }),
        rerand_configuration: Some(
            ReRandomizationConfiguration::DerivedCompactPublicKeyWithoutKeySwitch
        ),
    }.validate();

pub const V1_7_META_PARAM_GPU_3_3_MULTI_BIT_GROUP_4_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_3_CARRY_3_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();

pub const V1_7_META_PARAM_GPU_4_4_MULTI_BIT_GROUP_4_KS_PBS_TUNIFORM_2M128: MetaParameters =
    MetaParameters {
        backend: Backend::CudaGpu,
        compute_parameters: AtomicPatternParameters::Standard(PBSParameters::MultiBitPBS(
            V1_7_PARAM_GPU_MULTI_BIT_GROUP_4_MESSAGE_4_CARRY_4_KS_PBS_TUNIFORM_2M128,
        )),
        dedicated_compact_public_key_parameters: None,
        compression_parameters: None,
        noise_squashing_parameters: None,
        rerand_configuration: None,
    }
    .validate();