GLWE

poulpy_core::layouts

Struct GLWE 

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pub struct GLWE<D: Data> { /* private fields */ }

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impl GLWE<Vec<u8>>

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pub fn automorphism_tmp_bytes<M, R, A, K, BE: Backend>( module: &M, res_infos: &R, a_infos: &A, key_infos: &K, ) -> usize
where R: GLWEInfos, A: GLWEInfos, K: GGLWEInfos, M: GLWEAutomorphism<BE>,

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impl<DataSelf: DataMut> GLWE<DataSelf>

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pub fn automorphism<M, A, K, BE: Backend>( &mut self, module: &M, a: &A, key: &K, scratch: &mut Scratch<BE>, )
where M: GLWEAutomorphism<BE>, A: GLWEToRef + GLWEInfos, K: GetGaloisElement + GGLWEPreparedToRef<BE> + GGLWEInfos, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn automorphism_add<M, A, K, BE: Backend>( &mut self, module: &M, a: &A, key: &K, scratch: &mut Scratch<BE>, )
where M: GLWEAutomorphism<BE>, A: GLWEToRef + GLWEInfos, K: GetGaloisElement + GGLWEPreparedToRef<BE> + GGLWEInfos, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn automorphism_sub<M, A, K, BE: Backend>( &mut self, module: &M, a: &A, key: &K, scratch: &mut Scratch<BE>, )
where M: GLWEAutomorphism<BE>, A: GLWEToRef + GLWEInfos, K: GetGaloisElement + GGLWEPreparedToRef<BE> + GGLWEInfos, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn automorphism_sub_negate<M, A, K, BE: Backend>( &mut self, module: &M, a: &A, key: &K, scratch: &mut Scratch<BE>, )
where M: GLWEAutomorphism<BE>, A: GLWEToRef + GLWEInfos, K: GetGaloisElement + GGLWEPreparedToRef<BE> + GGLWEInfos, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn automorphism_inplace<M, K, BE: Backend>( &mut self, module: &M, key: &K, scratch: &mut Scratch<BE>, )
where M: GLWEAutomorphism<BE>, K: GetGaloisElement + GGLWEPreparedToRef<BE> + GGLWEInfos, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn automorphism_add_inplace<M, K, BE: Backend>( &mut self, module: &M, key: &K, scratch: &mut Scratch<BE>, )
where M: GLWEAutomorphism<BE>, K: GetGaloisElement + GGLWEPreparedToRef<BE> + GGLWEInfos, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn automorphism_sub_inplace<M, K, BE: Backend>( &mut self, module: &M, key: &K, scratch: &mut Scratch<BE>, )
where M: GLWEAutomorphism<BE>, K: GetGaloisElement + GGLWEPreparedToRef<BE> + GGLWEInfos, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn automorphism_sub_negate_inplace<M, K, BE: Backend>( &mut self, module: &M, key: &K, scratch: &mut Scratch<BE>, )
where M: GLWEAutomorphism<BE>, K: GetGaloisElement + GGLWEPreparedToRef<BE> + GGLWEInfos, Scratch<BE>: ScratchTakeCore<BE>,

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impl GLWE<Vec<u8>>

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pub fn from_lwe_tmp_bytes<R, A, K, M, BE: Backend>( module: &M, glwe_infos: &R, lwe_infos: &A, key_infos: &K, ) -> usize
where R: GLWEInfos, A: LWEInfos, K: GGLWEInfos, M: GLWEFromLWE<BE>,

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impl<D: DataMut> GLWE<D>

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pub fn from_lwe<A, K, M, BE: Backend>( &mut self, module: &M, lwe: &A, ksk: &K, scratch: &mut Scratch<BE>, )
where M: GLWEFromLWE<BE>, A: LWEToRef, K: GGLWEPreparedToRef<BE> + GGLWEInfos, Scratch<BE>: ScratchTakeCore<BE>,

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impl GLWE<Vec<u8>>

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pub fn decrypt_tmp_bytes<A, M, BE: Backend>(module: &M, a_infos: &A) -> usize
where A: GLWEInfos, M: GLWEDecrypt<BE>,

Examples found in repository?
examples/encryption.rs (line 63)
21fn main() {
22    // Ring degree
23    let log_n: usize = 10;
24
25    let n: Degree = Degree(1 << log_n);
26
27    // Base-2-k (implicit digit decomposition)
28    let base2k: Base2K = Base2K(14);
29
30    // Ciphertext Torus precision (equivalent to ciphertext modulus)
31    let k_ct: TorusPrecision = TorusPrecision(27);
32
33    // Plaintext Torus precision (equivament to plaintext modulus)
34    let k_pt: TorusPrecision = TorusPrecision(base2k.into());
35
36    // GLWE rank
37    let rank: Rank = Rank(1);
38
39    // Instantiate Module (DFT Tables)
40    let module: Module<BackendImpl> = Module::<BackendImpl>::new(n.0 as u64);
41
42    let glwe_ct_infos: GLWELayout = GLWELayout {
43        n,
44        base2k,
45        k: k_ct,
46        rank,
47    };
48
49    let glwe_pt_infos: GLWEPlaintextLayout = GLWEPlaintextLayout { n, base2k, k: k_pt };
50
51    // Allocates ciphertext & plaintexts
52    let mut ct: GLWE<Vec<u8>> = GLWE::alloc_from_infos(&glwe_ct_infos);
53    let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
54    let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
55
56    // CPRNG
57    let mut source_xs: Source = Source::new([0u8; 32]);
58    let mut source_xe: Source = Source::new([1u8; 32]);
59    let mut source_xa: Source = Source::new([2u8; 32]);
60
61    // Scratch space
62    let mut scratch: ScratchOwned<BackendImpl> = ScratchOwned::alloc(
63        GLWE::encrypt_sk_tmp_bytes(&module, &glwe_ct_infos) | GLWE::decrypt_tmp_bytes(&module, &glwe_ct_infos),
64    );
65
66    // Generate secret-key
67    let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc_from_infos(&glwe_ct_infos);
68    sk.fill_ternary_prob(0.5, &mut source_xs);
69
70    // Backend-prepared secret
71    let mut sk_prepared: GLWESecretPrepared<Vec<u8>, BackendImpl> = GLWESecretPrepared::alloc(&module, rank);
72    sk_prepared.prepare(&module, &sk);
73
74    // Uniform plaintext
75    module.vec_znx_fill_uniform(base2k.into(), &mut pt_want.data, 0, &mut source_xa);
76
77    // Encryption
78    ct.encrypt_sk(
79        &module,
80        &pt_want,
81        &sk_prepared,
82        &mut source_xa,
83        &mut source_xe,
84        scratch.borrow(),
85    );
86
87    // Decryption
88    ct.decrypt(&module, &mut pt_have, &sk_prepared, scratch.borrow());
89
90    // Diff between pt - Dec(Enc(pt))
91    module.glwe_sub_inplace(&mut pt_want, &pt_have);
92
93    // Ideal vs. actual noise
94    let noise_have: f64 = pt_want.data.stats(base2k.into(), 0).std() * (ct.k().as_u32() as f64).exp2();
95    let noise_want: f64 = SIGMA;
96
97    // Check
98    assert!(noise_have <= noise_want + 0.2);
99}
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impl<DataSelf: DataRef> GLWE<DataSelf>

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pub fn decrypt<P, S, M, BE: Backend>( &self, module: &M, pt: &mut P, sk: &S, scratch: &mut Scratch<BE>, )
where P: GLWEPlaintextToMut, S: GLWESecretPreparedToRef<BE>, M: GLWEDecrypt<BE>, Scratch<BE>: ScratchTakeBasic,

Examples found in repository?
examples/encryption.rs (line 88)
21fn main() {
22    // Ring degree
23    let log_n: usize = 10;
24
25    let n: Degree = Degree(1 << log_n);
26
27    // Base-2-k (implicit digit decomposition)
28    let base2k: Base2K = Base2K(14);
29
30    // Ciphertext Torus precision (equivalent to ciphertext modulus)
31    let k_ct: TorusPrecision = TorusPrecision(27);
32
33    // Plaintext Torus precision (equivament to plaintext modulus)
34    let k_pt: TorusPrecision = TorusPrecision(base2k.into());
35
36    // GLWE rank
37    let rank: Rank = Rank(1);
38
39    // Instantiate Module (DFT Tables)
40    let module: Module<BackendImpl> = Module::<BackendImpl>::new(n.0 as u64);
41
42    let glwe_ct_infos: GLWELayout = GLWELayout {
43        n,
44        base2k,
45        k: k_ct,
46        rank,
47    };
48
49    let glwe_pt_infos: GLWEPlaintextLayout = GLWEPlaintextLayout { n, base2k, k: k_pt };
50
51    // Allocates ciphertext & plaintexts
52    let mut ct: GLWE<Vec<u8>> = GLWE::alloc_from_infos(&glwe_ct_infos);
53    let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
54    let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
55
56    // CPRNG
57    let mut source_xs: Source = Source::new([0u8; 32]);
58    let mut source_xe: Source = Source::new([1u8; 32]);
59    let mut source_xa: Source = Source::new([2u8; 32]);
60
61    // Scratch space
62    let mut scratch: ScratchOwned<BackendImpl> = ScratchOwned::alloc(
63        GLWE::encrypt_sk_tmp_bytes(&module, &glwe_ct_infos) | GLWE::decrypt_tmp_bytes(&module, &glwe_ct_infos),
64    );
65
66    // Generate secret-key
67    let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc_from_infos(&glwe_ct_infos);
68    sk.fill_ternary_prob(0.5, &mut source_xs);
69
70    // Backend-prepared secret
71    let mut sk_prepared: GLWESecretPrepared<Vec<u8>, BackendImpl> = GLWESecretPrepared::alloc(&module, rank);
72    sk_prepared.prepare(&module, &sk);
73
74    // Uniform plaintext
75    module.vec_znx_fill_uniform(base2k.into(), &mut pt_want.data, 0, &mut source_xa);
76
77    // Encryption
78    ct.encrypt_sk(
79        &module,
80        &pt_want,
81        &sk_prepared,
82        &mut source_xa,
83        &mut source_xe,
84        scratch.borrow(),
85    );
86
87    // Decryption
88    ct.decrypt(&module, &mut pt_have, &sk_prepared, scratch.borrow());
89
90    // Diff between pt - Dec(Enc(pt))
91    module.glwe_sub_inplace(&mut pt_want, &pt_have);
92
93    // Ideal vs. actual noise
94    let noise_have: f64 = pt_want.data.stats(base2k.into(), 0).std() * (ct.k().as_u32() as f64).exp2();
95    let noise_want: f64 = SIGMA;
96
97    // Check
98    assert!(noise_have <= noise_want + 0.2);
99}
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impl GLWE<Vec<u8>>

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pub fn encrypt_sk_tmp_bytes<M, A, BE: Backend>(module: &M, infos: &A) -> usize
where A: GLWEInfos, M: GLWEEncryptSk<BE>,

Examples found in repository?
examples/encryption.rs (line 63)
21fn main() {
22    // Ring degree
23    let log_n: usize = 10;
24
25    let n: Degree = Degree(1 << log_n);
26
27    // Base-2-k (implicit digit decomposition)
28    let base2k: Base2K = Base2K(14);
29
30    // Ciphertext Torus precision (equivalent to ciphertext modulus)
31    let k_ct: TorusPrecision = TorusPrecision(27);
32
33    // Plaintext Torus precision (equivament to plaintext modulus)
34    let k_pt: TorusPrecision = TorusPrecision(base2k.into());
35
36    // GLWE rank
37    let rank: Rank = Rank(1);
38
39    // Instantiate Module (DFT Tables)
40    let module: Module<BackendImpl> = Module::<BackendImpl>::new(n.0 as u64);
41
42    let glwe_ct_infos: GLWELayout = GLWELayout {
43        n,
44        base2k,
45        k: k_ct,
46        rank,
47    };
48
49    let glwe_pt_infos: GLWEPlaintextLayout = GLWEPlaintextLayout { n, base2k, k: k_pt };
50
51    // Allocates ciphertext & plaintexts
52    let mut ct: GLWE<Vec<u8>> = GLWE::alloc_from_infos(&glwe_ct_infos);
53    let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
54    let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
55
56    // CPRNG
57    let mut source_xs: Source = Source::new([0u8; 32]);
58    let mut source_xe: Source = Source::new([1u8; 32]);
59    let mut source_xa: Source = Source::new([2u8; 32]);
60
61    // Scratch space
62    let mut scratch: ScratchOwned<BackendImpl> = ScratchOwned::alloc(
63        GLWE::encrypt_sk_tmp_bytes(&module, &glwe_ct_infos) | GLWE::decrypt_tmp_bytes(&module, &glwe_ct_infos),
64    );
65
66    // Generate secret-key
67    let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc_from_infos(&glwe_ct_infos);
68    sk.fill_ternary_prob(0.5, &mut source_xs);
69
70    // Backend-prepared secret
71    let mut sk_prepared: GLWESecretPrepared<Vec<u8>, BackendImpl> = GLWESecretPrepared::alloc(&module, rank);
72    sk_prepared.prepare(&module, &sk);
73
74    // Uniform plaintext
75    module.vec_znx_fill_uniform(base2k.into(), &mut pt_want.data, 0, &mut source_xa);
76
77    // Encryption
78    ct.encrypt_sk(
79        &module,
80        &pt_want,
81        &sk_prepared,
82        &mut source_xa,
83        &mut source_xe,
84        scratch.borrow(),
85    );
86
87    // Decryption
88    ct.decrypt(&module, &mut pt_have, &sk_prepared, scratch.borrow());
89
90    // Diff between pt - Dec(Enc(pt))
91    module.glwe_sub_inplace(&mut pt_want, &pt_have);
92
93    // Ideal vs. actual noise
94    let noise_have: f64 = pt_want.data.stats(base2k.into(), 0).std() * (ct.k().as_u32() as f64).exp2();
95    let noise_want: f64 = SIGMA;
96
97    // Check
98    assert!(noise_have <= noise_want + 0.2);
99}
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pub fn encrypt_pk_tmp_bytes<M, A, BE: Backend>(module: &M, infos: &A) -> usize
where A: GLWEInfos, M: GLWEEncryptPk<BE>,

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impl<D: DataMut> GLWE<D>

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pub fn encrypt_sk<P, S, M, BE: Backend>( &mut self, module: &M, pt: &P, sk: &S, source_xa: &mut Source, source_xe: &mut Source, scratch: &mut Scratch<BE>, )
where P: GLWEPlaintextToRef, S: GLWESecretPreparedToRef<BE>, M: GLWEEncryptSk<BE>, Scratch<BE>: ScratchTakeCore<BE>,

Examples found in repository?
examples/encryption.rs (lines 78-85)
21fn main() {
22    // Ring degree
23    let log_n: usize = 10;
24
25    let n: Degree = Degree(1 << log_n);
26
27    // Base-2-k (implicit digit decomposition)
28    let base2k: Base2K = Base2K(14);
29
30    // Ciphertext Torus precision (equivalent to ciphertext modulus)
31    let k_ct: TorusPrecision = TorusPrecision(27);
32
33    // Plaintext Torus precision (equivament to plaintext modulus)
34    let k_pt: TorusPrecision = TorusPrecision(base2k.into());
35
36    // GLWE rank
37    let rank: Rank = Rank(1);
38
39    // Instantiate Module (DFT Tables)
40    let module: Module<BackendImpl> = Module::<BackendImpl>::new(n.0 as u64);
41
42    let glwe_ct_infos: GLWELayout = GLWELayout {
43        n,
44        base2k,
45        k: k_ct,
46        rank,
47    };
48
49    let glwe_pt_infos: GLWEPlaintextLayout = GLWEPlaintextLayout { n, base2k, k: k_pt };
50
51    // Allocates ciphertext & plaintexts
52    let mut ct: GLWE<Vec<u8>> = GLWE::alloc_from_infos(&glwe_ct_infos);
53    let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
54    let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
55
56    // CPRNG
57    let mut source_xs: Source = Source::new([0u8; 32]);
58    let mut source_xe: Source = Source::new([1u8; 32]);
59    let mut source_xa: Source = Source::new([2u8; 32]);
60
61    // Scratch space
62    let mut scratch: ScratchOwned<BackendImpl> = ScratchOwned::alloc(
63        GLWE::encrypt_sk_tmp_bytes(&module, &glwe_ct_infos) | GLWE::decrypt_tmp_bytes(&module, &glwe_ct_infos),
64    );
65
66    // Generate secret-key
67    let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc_from_infos(&glwe_ct_infos);
68    sk.fill_ternary_prob(0.5, &mut source_xs);
69
70    // Backend-prepared secret
71    let mut sk_prepared: GLWESecretPrepared<Vec<u8>, BackendImpl> = GLWESecretPrepared::alloc(&module, rank);
72    sk_prepared.prepare(&module, &sk);
73
74    // Uniform plaintext
75    module.vec_znx_fill_uniform(base2k.into(), &mut pt_want.data, 0, &mut source_xa);
76
77    // Encryption
78    ct.encrypt_sk(
79        &module,
80        &pt_want,
81        &sk_prepared,
82        &mut source_xa,
83        &mut source_xe,
84        scratch.borrow(),
85    );
86
87    // Decryption
88    ct.decrypt(&module, &mut pt_have, &sk_prepared, scratch.borrow());
89
90    // Diff between pt - Dec(Enc(pt))
91    module.glwe_sub_inplace(&mut pt_want, &pt_have);
92
93    // Ideal vs. actual noise
94    let noise_have: f64 = pt_want.data.stats(base2k.into(), 0).std() * (ct.k().as_u32() as f64).exp2();
95    let noise_want: f64 = SIGMA;
96
97    // Check
98    assert!(noise_have <= noise_want + 0.2);
99}
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pub fn encrypt_zero_sk<S, M, BE: Backend>( &mut self, module: &M, sk: &S, source_xa: &mut Source, source_xe: &mut Source, scratch: &mut Scratch<BE>, )
where S: GLWESecretPreparedToRef<BE>, M: GLWEEncryptSk<BE>, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn encrypt_pk<P, K, M, BE: Backend>( &mut self, module: &M, pt: &P, pk: &K, source_xu: &mut Source, source_xe: &mut Source, scratch: &mut Scratch<BE>, )
where P: GLWEPlaintextToRef + GLWEInfos, K: GLWEPreparedToRef<BE> + GetDistribution + GLWEInfos, M: GLWEEncryptPk<BE>,

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pub fn encrypt_zero_pk<K, M, BE: Backend>( &mut self, module: &M, pk: &K, source_xu: &mut Source, source_xe: &mut Source, scratch: &mut Scratch<BE>, )
where K: GLWEPreparedToRef<BE> + GetDistribution + GLWEInfos, M: GLWEEncryptPk<BE>,

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impl GLWE<Vec<u8>>

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pub fn external_product_tmp_bytes<R, A, B, M, BE: Backend>( module: &M, res_infos: &R, a_infos: &A, b_infos: &B, ) -> usize
where R: GLWEInfos, A: GLWEInfos, B: GGSWInfos, M: GLWEExternalProduct<BE>,

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impl<DataSelf: DataMut> GLWE<DataSelf>

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pub fn external_product<A, B, M, BE: Backend>( &mut self, module: &M, a: &A, b: &B, scratch: &mut Scratch<BE>, )
where A: GLWEToRef + GLWEInfos, B: GGSWPreparedToRef<BE> + GGSWInfos, M: GLWEExternalProduct<BE>, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn external_product_inplace<A, M, BE: Backend>( &mut self, module: &M, a: &A, scratch: &mut Scratch<BE>, )
where A: GGSWPreparedToRef<BE> + GGSWInfos, M: GLWEExternalProduct<BE>, Scratch<BE>: ScratchTakeCore<BE>,

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impl GLWE<Vec<u8>>

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pub fn trace_galois_elements<M, BE: Backend>(module: &M) -> Vec<i64>
where M: GLWETrace<BE>,

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pub fn trace_tmp_bytes<R, A, K, M, BE: Backend>( module: &M, res_infos: &R, a_infos: &A, key_infos: &K, ) -> usize
where R: GLWEInfos, A: GLWEInfos, K: GGLWEInfos, M: GLWETrace<BE>,

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impl<D: DataMut> GLWE<D>

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pub fn trace<A, H, K, M, BE: Backend>( &mut self, module: &M, skip: usize, a: &A, keys: &H, scratch: &mut Scratch<BE>, )
where A: GLWEToRef + GLWEInfos, K: GGLWEPreparedToRef<BE> + GetGaloisElement + GGLWEInfos, H: GLWEAutomorphismKeyHelper<K, BE>, Scratch<BE>: ScratchTakeCore<BE>, M: GLWETrace<BE>,

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pub fn trace_inplace<H, K, M, BE: Backend>( &mut self, module: &M, skip: usize, keys: &H, scratch: &mut Scratch<BE>, )
where K: GGLWEPreparedToRef<BE> + GetGaloisElement + GGLWEInfos, H: GLWEAutomorphismKeyHelper<K, BE>, Scratch<BE>: ScratchTakeCore<BE>, M: GLWETrace<BE>,

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impl GLWE<Vec<u8>>

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pub fn keyswitch_tmp_bytes<M, R, A, B, BE: Backend>( module: &M, res_infos: &R, a_infos: &A, key_infos: &B, ) -> usize
where R: GLWEInfos, A: GLWEInfos, B: GGLWEInfos, M: GLWEKeyswitch<BE>,

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impl<D: DataMut> GLWE<D>

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pub fn keyswitch<A, B, M, BE: Backend>( &mut self, module: &M, a: &A, b: &B, scratch: &mut Scratch<BE>, )
where A: GLWEToRef + GLWEInfos, B: GGLWEPreparedToRef<BE> + GGLWEInfos, M: GLWEKeyswitch<BE>, Scratch<BE>: ScratchTakeCore<BE>,

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pub fn keyswitch_inplace<A, M, BE: Backend>( &mut self, module: &M, a: &A, scratch: &mut Scratch<BE>, )
where A: GGLWEPreparedToRef<BE> + GGLWEInfos, M: GLWEKeyswitch<BE>, Scratch<BE>: ScratchTakeCore<BE>,

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impl<D: DataRef> GLWE<D>

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pub fn noise<M, P, S, BE: Backend>( &self, module: &M, pt_want: &P, sk_prepared: &S, scratch: &mut Scratch<BE>, ) -> Stats
where M: GLWENoise<BE>, P: GLWEToRef, S: GLWESecretPreparedToRef<BE>,

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impl GLWE<Vec<u8>>

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pub fn rsh_tmp_bytes<M, BE: Backend>(module: &M) -> usize
where M: GLWEShift<BE>,

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impl<D: DataRef> GLWE<D>

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pub fn data(&self) -> &VecZnx<D>

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impl<D: DataMut> GLWE<D>

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pub fn data_mut(&mut self) -> &mut VecZnx<D>

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impl GLWE<Vec<u8>>

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pub fn alloc_from_infos<A>(infos: &A) -> Self
where A: GLWEInfos,

Examples found in repository?
examples/encryption.rs (line 52)
21fn main() {
22    // Ring degree
23    let log_n: usize = 10;
24
25    let n: Degree = Degree(1 << log_n);
26
27    // Base-2-k (implicit digit decomposition)
28    let base2k: Base2K = Base2K(14);
29
30    // Ciphertext Torus precision (equivalent to ciphertext modulus)
31    let k_ct: TorusPrecision = TorusPrecision(27);
32
33    // Plaintext Torus precision (equivament to plaintext modulus)
34    let k_pt: TorusPrecision = TorusPrecision(base2k.into());
35
36    // GLWE rank
37    let rank: Rank = Rank(1);
38
39    // Instantiate Module (DFT Tables)
40    let module: Module<BackendImpl> = Module::<BackendImpl>::new(n.0 as u64);
41
42    let glwe_ct_infos: GLWELayout = GLWELayout {
43        n,
44        base2k,
45        k: k_ct,
46        rank,
47    };
48
49    let glwe_pt_infos: GLWEPlaintextLayout = GLWEPlaintextLayout { n, base2k, k: k_pt };
50
51    // Allocates ciphertext & plaintexts
52    let mut ct: GLWE<Vec<u8>> = GLWE::alloc_from_infos(&glwe_ct_infos);
53    let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
54    let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(&glwe_pt_infos);
55
56    // CPRNG
57    let mut source_xs: Source = Source::new([0u8; 32]);
58    let mut source_xe: Source = Source::new([1u8; 32]);
59    let mut source_xa: Source = Source::new([2u8; 32]);
60
61    // Scratch space
62    let mut scratch: ScratchOwned<BackendImpl> = ScratchOwned::alloc(
63        GLWE::encrypt_sk_tmp_bytes(&module, &glwe_ct_infos) | GLWE::decrypt_tmp_bytes(&module, &glwe_ct_infos),
64    );
65
66    // Generate secret-key
67    let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc_from_infos(&glwe_ct_infos);
68    sk.fill_ternary_prob(0.5, &mut source_xs);
69
70    // Backend-prepared secret
71    let mut sk_prepared: GLWESecretPrepared<Vec<u8>, BackendImpl> = GLWESecretPrepared::alloc(&module, rank);
72    sk_prepared.prepare(&module, &sk);
73
74    // Uniform plaintext
75    module.vec_znx_fill_uniform(base2k.into(), &mut pt_want.data, 0, &mut source_xa);
76
77    // Encryption
78    ct.encrypt_sk(
79        &module,
80        &pt_want,
81        &sk_prepared,
82        &mut source_xa,
83        &mut source_xe,
84        scratch.borrow(),
85    );
86
87    // Decryption
88    ct.decrypt(&module, &mut pt_have, &sk_prepared, scratch.borrow());
89
90    // Diff between pt - Dec(Enc(pt))
91    module.glwe_sub_inplace(&mut pt_want, &pt_have);
92
93    // Ideal vs. actual noise
94    let noise_have: f64 = pt_want.data.stats(base2k.into(), 0).std() * (ct.k().as_u32() as f64).exp2();
95    let noise_want: f64 = SIGMA;
96
97    // Check
98    assert!(noise_have <= noise_want + 0.2);
99}
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pub fn alloc(n: Degree, base2k: Base2K, k: TorusPrecision, rank: Rank) -> Self

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pub fn bytes_of_from_infos<A>(infos: &A) -> usize
where A: GLWEInfos,

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pub fn bytes_of( n: Degree, base2k: Base2K, k: TorusPrecision, rank: Rank, ) -> usize

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impl<D: DataMut> GLWE<D>

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pub fn decompress<O, M>(&mut self, module: &M, other: &O)
where O: GLWECompressedToRef + GLWEInfos, M: GLWEDecompress,

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impl<D: Clone + Data> Clone for GLWE<D>

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fn clone(&self) -> GLWE<D>

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl<D: DataRef> Debug for GLWE<D>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl<D: DataRef> Display for GLWE<D>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl<D: DataMut> FillUniform for GLWE<D>

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fn fill_uniform(&mut self, log_bound: usize, source: &mut Source)

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impl<D: Data> GLWEInfos for GLWE<D>

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fn rank(&self) -> Rank

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fn glwe_layout(&self) -> GLWELayout

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impl<D: DataMut> GLWEToMut for GLWE<D>

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fn to_mut(&mut self) -> GLWE<&mut [u8]>

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impl<D: DataRef> GLWEToRef for GLWE<D>

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fn to_ref(&self) -> GLWE<&[u8]>

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impl<D: Data> LWEInfos for GLWE<D>

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fn base2k(&self) -> Base2K

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fn k(&self) -> TorusPrecision

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fn n(&self) -> Degree

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fn size(&self) -> usize

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fn log_n(&self) -> usize

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fn max_k(&self) -> TorusPrecision

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fn lwe_layout(&self) -> LWELayout

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impl<D: PartialEq + Data> PartialEq for GLWE<D>

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fn eq(&self, other: &GLWE<D>) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl<D: DataMut> ReaderFrom for GLWE<D>

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fn read_from<R: Read>(&mut self, reader: &mut R) -> Result<()>

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impl<D: DataMut> SetGLWEInfos for GLWE<D>

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fn set_base2k(&mut self, base2k: Base2K)

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fn set_k(&mut self, k: TorusPrecision)

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impl<D: DataRef> ToOwnedDeep for GLWE<D>

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type Owned = GLWE<Vec<u8>>

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fn to_owned_deep(&self) -> Self::Owned

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impl<D: DataRef> WriterTo for GLWE<D>

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fn write_to<W: Write>(&self, writer: &mut W) -> Result<()>

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impl<D: Eq + Data> Eq for GLWE<D>

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impl<D: Data> StructuralPartialEq for GLWE<D>

Auto Trait Implementations§

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impl<D> Freeze for GLWE<D>
where D: Freeze,

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impl<D> RefUnwindSafe for GLWE<D>
where D: RefUnwindSafe,

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impl<D> Send for GLWE<D>
where D: Send,

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impl<D> Sync for GLWE<D>
where D: Sync,

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impl<D> Unpin for GLWE<D>
where D: Unpin,

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impl<D> UnwindSafe for GLWE<D>
where D: UnwindSafe,

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Az for T

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fn az<Dst>(self) -> Dst
where T: Cast<Dst>,

Casts the value.
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<Src, Dst> CastFrom<Src> for Dst
where Src: Cast<Dst>,

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fn cast_from(src: Src) -> Dst

Casts the value.
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impl<T> CheckedAs for T

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fn checked_as<Dst>(self) -> Option<Dst>
where T: CheckedCast<Dst>,

Casts the value.
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impl<Src, Dst> CheckedCastFrom<Src> for Dst
where Src: CheckedCast<Dst>,

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fn checked_cast_from(src: Src) -> Option<Dst>

Casts the value.
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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> OverflowingAs for T

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fn overflowing_as<Dst>(self) -> (Dst, bool)
where T: OverflowingCast<Dst>,

Casts the value.
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impl<Src, Dst> OverflowingCastFrom<Src> for Dst
where Src: OverflowingCast<Dst>,

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fn overflowing_cast_from(src: Src) -> (Dst, bool)

Casts the value.
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impl<T> Pointable for T

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const ALIGN: usize

The alignment of pointer.
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type Init = T

The type for initializers.
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unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more
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unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more
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unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more
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unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more
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impl<T> SaturatingAs for T

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fn saturating_as<Dst>(self) -> Dst
where T: SaturatingCast<Dst>,

Casts the value.
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impl<Src, Dst> SaturatingCastFrom<Src> for Dst
where Src: SaturatingCast<Dst>,

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fn saturating_cast_from(src: Src) -> Dst

Casts the value.
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T> ToString for T
where T: Display + ?Sized,

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fn to_string(&self) -> String

Converts the given value to a String. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> UnwrappedAs for T

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fn unwrapped_as<Dst>(self) -> Dst
where T: UnwrappedCast<Dst>,

Casts the value.
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impl<Src, Dst> UnwrappedCastFrom<Src> for Dst
where Src: UnwrappedCast<Dst>,

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fn unwrapped_cast_from(src: Src) -> Dst

Casts the value.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V

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impl<T> WrappingAs for T

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fn wrapping_as<Dst>(self) -> Dst
where T: WrappingCast<Dst>,

Casts the value.
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impl<Src, Dst> WrappingCastFrom<Src> for Dst
where Src: WrappingCast<Dst>,

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fn wrapping_cast_from(src: Src) -> Dst

Casts the value.