poulpy/math/tests/rescaling_rns.rs
math/tests/rescaling_rns.rsRaw
1use math::poly::PolyRNS;
2use math::ring::RingRNS;
3use num_bigint::BigInt;
4use num_bigint::Sign;
5use sampling::source::Source;
6
7#[test]
8fn rescaling_rns_u64() {
9 let n = 1 << 10;
10 let moduli: Vec<u64> = vec![0x1fffffffffc80001u64, 0x1fffffffffe00001u64, 0x1fffffffffb40001, 0x1fffffffff500001];
11 let ring_rns: RingRNS<u64> = RingRNS::new(n, moduli);
12
13 test_div_floor_by_last_modulus::<false>(&ring_rns);
14 test_div_floor_by_last_modulus::<true>(&ring_rns);
15 test_div_floor_by_last_modulus_inplace::<false>(&ring_rns);
16 test_div_floor_by_last_modulus_inplace::<true>(&ring_rns);
17 test_div_floor_by_last_moduli::<false>(&ring_rns);
18 test_div_floor_by_last_moduli::<true>(&ring_rns);
19 test_div_floor_by_last_moduli_inplace::<false>(&ring_rns);
20 test_div_floor_by_last_moduli_inplace::<true>(&ring_rns);
21}
22
23fn test_div_floor_by_last_modulus<const NTT: bool>(ring_rns: &RingRNS<u64>) {
24 let seed: [u8; 32] = [0; 32];
25 let mut source: Source = Source::new(seed);
26
27 let mut a: PolyRNS<u64> = ring_rns.new_polyrns();
28 let mut b: PolyRNS<u64> = ring_rns.new_polyrns();
29 let mut c: PolyRNS<u64> = ring_rns.at_level(ring_rns.level() - 1).new_polyrns();
30
31 // Allocates a random PolyRNS
32 ring_rns.fill_uniform(&mut source, &mut a);
33
34 // Maps PolyRNS to [BigInt]
35 let mut coeffs_a: Vec<BigInt> = (0..a.n()).map(|i| BigInt::from(i)).collect();
36 ring_rns
37 .at_level(a.level())
38 .to_bigint_inplace(&a, 1, &mut coeffs_a);
39
40 // Performs c = intt(ntt(a) / q_level)
41 if NTT {
42 ring_rns.ntt_inplace::<false>(&mut a);
43 }
44
45 ring_rns.div_floor_by_last_modulus::<NTT>(&a, &mut b, &mut c);
46
47 if NTT {
48 ring_rns.at_level(c.level()).intt_inplace::<false>(&mut c);
49 }
50
51 // Exports c to coeffs_c
52 let mut coeffs_c = vec![BigInt::from(0); c.n()];
53 ring_rns
54 .at_level(c.level())
55 .to_bigint_inplace(&c, 1, &mut coeffs_c);
56
57 // Performs floor division on a
58 let scalar_big = BigInt::from(ring_rns.0[ring_rns.level()].modulus.q);
59 coeffs_a.iter_mut().for_each(|a| {
60 // Emulates floor division in [0, q-1] and maps to [-(q-1)/2, (q-1)/2-1]
61 *a /= &scalar_big;
62 if a.sign() == Sign::Minus {
63 *a -= 1;
64 }
65 });
66
67 assert!(coeffs_a == coeffs_c, "test_div_floor_by_last_modulus");
68}
69
70fn test_div_floor_by_last_modulus_inplace<const NTT: bool>(ring_rns: &RingRNS<u64>) {
71 let seed: [u8; 32] = [0; 32];
72 let mut source: Source = Source::new(seed);
73
74 let mut a: PolyRNS<u64> = ring_rns.new_polyrns();
75 let mut b: PolyRNS<u64> = ring_rns.new_polyrns();
76
77 // Allocates a random PolyRNS
78 ring_rns.fill_uniform(&mut source, &mut a);
79
80 // Maps PolyRNS to [BigInt]
81 let mut coeffs_a: Vec<BigInt> = (0..a.n()).map(|i| BigInt::from(i)).collect();
82 ring_rns
83 .at_level(a.level())
84 .to_bigint_inplace(&a, 1, &mut coeffs_a);
85
86 // Performs c = intt(ntt(a) / q_level)
87 if NTT {
88 ring_rns.ntt_inplace::<false>(&mut a);
89 }
90
91 ring_rns.div_floor_by_last_modulus_inplace::<NTT>(&mut b, &mut a);
92
93 if NTT {
94 ring_rns.at_level(a.level()-1).intt_inplace::<false>(&mut a);
95 }
96
97 // Exports c to coeffs_c
98 let mut coeffs_c = vec![BigInt::from(0); a.n()];
99 ring_rns
100 .at_level(a.level()-1)
101 .to_bigint_inplace(&a, 1, &mut coeffs_c);
102
103 // Performs floor division on a
104 let scalar_big = BigInt::from(ring_rns.0[ring_rns.level()].modulus.q);
105 coeffs_a.iter_mut().for_each(|a| {
106 // Emulates floor division in [0, q-1] and maps to [-(q-1)/2, (q-1)/2-1]
107 *a /= &scalar_big;
108 if a.sign() == Sign::Minus {
109 *a -= 1;
110 }
111 });
112
113 assert!(coeffs_a == coeffs_c, "test_div_floor_by_last_modulus_inplace");
114}
115
116fn test_div_floor_by_last_moduli<const NTT: bool>(ring_rns: &RingRNS<u64>) {
117 let seed: [u8; 32] = [0; 32];
118 let mut source: Source = Source::new(seed);
119
120 let nb_moduli: usize = ring_rns.level();
121
122 let mut a: PolyRNS<u64> = ring_rns.new_polyrns();
123 let mut b: PolyRNS<u64> = ring_rns.new_polyrns();
124 let mut c: PolyRNS<u64> = ring_rns.at_level(ring_rns.level() - nb_moduli).new_polyrns();
125
126 // Allocates a random PolyRNS
127 ring_rns.fill_uniform(&mut source, &mut a);
128
129 // Maps PolyRNS to [BigInt]
130 let mut coeffs_a: Vec<BigInt> = (0..a.n()).map(|i| BigInt::from(i)).collect();
131 ring_rns
132 .at_level(a.level())
133 .to_bigint_inplace(&a, 1, &mut coeffs_a);
134
135 // Performs c = intt(ntt(a) / q_level)
136 if NTT {
137 ring_rns.ntt_inplace::<false>(&mut a);
138 }
139
140 ring_rns.div_floor_by_last_moduli::<NTT>(nb_moduli, &a, &mut b, &mut c);
141
142 if NTT {
143 ring_rns.at_level(c.level()).intt_inplace::<false>(&mut c);
144 }
145
146 // Exports c to coeffs_c
147 let mut coeffs_c = vec![BigInt::from(0); c.n()];
148 ring_rns
149 .at_level(c.level())
150 .to_bigint_inplace(&c, 1, &mut coeffs_c);
151
152 // Performs floor division on a
153 let mut scalar_big = BigInt::from(1);
154 (0..nb_moduli).for_each(|i|{scalar_big *= BigInt::from(ring_rns.0[ring_rns.level()-i].modulus.q)});
155
156 coeffs_a.iter_mut().for_each(|a| {
157 // Emulates floor division in [0, q-1] and maps to [-(q-1)/2, (q-1)/2-1]
158 *a /= &scalar_big;
159 if a.sign() == Sign::Minus {
160 *a -= 1;
161 }
162 });
163
164 assert!(coeffs_a == coeffs_c, "test_div_floor_by_last_moduli");
165}
166
167fn test_div_floor_by_last_moduli_inplace<const NTT: bool>(ring_rns: &RingRNS<u64>) {
168 let seed: [u8; 32] = [0; 32];
169 let mut source: Source = Source::new(seed);
170
171 let nb_moduli: usize = ring_rns.level();
172
173 let mut a: PolyRNS<u64> = ring_rns.new_polyrns();
174 let mut b: PolyRNS<u64> = ring_rns.new_polyrns();
175
176 // Allocates a random PolyRNS
177 ring_rns.fill_uniform(&mut source, &mut a);
178
179 // Maps PolyRNS to [BigInt]
180 let mut coeffs_a: Vec<BigInt> = (0..a.n()).map(|i| BigInt::from(i)).collect();
181 ring_rns
182 .at_level(a.level())
183 .to_bigint_inplace(&a, 1, &mut coeffs_a);
184
185 // Performs c = intt(ntt(a) / q_level)
186 if NTT {
187 ring_rns.ntt_inplace::<false>(&mut a);
188 }
189
190 ring_rns.div_floor_by_last_moduli_inplace::<NTT>(nb_moduli, &mut b, &mut a);
191
192 if NTT {
193 ring_rns.at_level(a.level()-nb_moduli).intt_inplace::<false>(&mut a);
194 }
195
196 // Exports c to coeffs_c
197 let mut coeffs_c = vec![BigInt::from(0); a.n()];
198 ring_rns
199 .at_level(a.level()-nb_moduli)
200 .to_bigint_inplace(&a, 1, &mut coeffs_c);
201
202 // Performs floor division on a
203 let mut scalar_big = BigInt::from(1);
204 (0..nb_moduli).for_each(|i|{scalar_big *= BigInt::from(ring_rns.0[ring_rns.level()-i].modulus.q)});
205 coeffs_a.iter_mut().for_each(|a| {
206 // Emulates floor division in [0, q-1] and maps to [-(q-1)/2, (q-1)/2-1]
207 *a /= &scalar_big;
208 if a.sign() == Sign::Minus {
209 *a -= 1;
210 }
211 });
212
213 assert!(coeffs_a == coeffs_c, "test_div_floor_by_last_moduli_inplace");
214}