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 println!("{:?}", &coeffs_a[..8]);
87
88 // Performs c = intt(ntt(a) / q_level)
89 if NTT {
90 ring_rns.ntt_inplace::<false>(&mut a);
91 }
92
93 ring_rns.div_floor_by_last_modulus_inplace::<NTT>(&mut b, &mut a);
94
95 if NTT {
96 ring_rns.at_level(a.level()-1).intt_inplace::<false>(&mut a);
97 }
98
99 // Exports c to coeffs_c
100 let mut coeffs_c = vec![BigInt::from(0); a.n()];
101 ring_rns
102 .at_level(a.level()-1)
103 .to_bigint_inplace(&a, 1, &mut coeffs_c);
104
105 // Performs floor division on a
106 let scalar_big = BigInt::from(ring_rns.0[ring_rns.level()].modulus.q);
107 coeffs_a.iter_mut().for_each(|a| {
108 // Emulates floor division in [0, q-1] and maps to [-(q-1)/2, (q-1)/2-1]
109 *a /= &scalar_big;
110 if a.sign() == Sign::Minus {
111 *a -= 1;
112 }
113 });
114
115 println!("{:?}", &coeffs_a[..8]);
116 println!("{:?}", &coeffs_c[..8]);
117
118 assert!(coeffs_a == coeffs_c, "test_div_floor_by_last_modulus_inplace");
119}
120
121fn test_div_floor_by_last_moduli<const NTT: bool>(ring_rns: &RingRNS<u64>) {
122 let seed: [u8; 32] = [0; 32];
123 let mut source: Source = Source::new(seed);
124
125 let nb_moduli: usize = ring_rns.level()-1;
126
127 let mut a: PolyRNS<u64> = ring_rns.new_polyrns();
128 let mut b: PolyRNS<u64> = ring_rns.new_polyrns();
129 let mut c: PolyRNS<u64> = ring_rns.at_level(ring_rns.level() - 1).new_polyrns();
130
131 // Allocates a random PolyRNS
132 ring_rns.fill_uniform(&mut source, &mut a);
133
134 // Maps PolyRNS to [BigInt]
135 let mut coeffs_a: Vec<BigInt> = (0..a.n()).map(|i| BigInt::from(i)).collect();
136 ring_rns
137 .at_level(a.level())
138 .to_bigint_inplace(&a, 1, &mut coeffs_a);
139
140 // Performs c = intt(ntt(a) / q_level)
141 if NTT {
142 ring_rns.ntt_inplace::<false>(&mut a);
143 }
144
145 ring_rns.div_floor_by_last_moduli::<NTT>(nb_moduli, &a, &mut b, &mut c);
146
147 if NTT {
148 ring_rns.at_level(c.level()).intt_inplace::<false>(&mut c);
149 }
150
151 // Exports c to coeffs_c
152 let mut coeffs_c = vec![BigInt::from(0); c.n()];
153 ring_rns
154 .at_level(c.level())
155 .to_bigint_inplace(&c, 1, &mut coeffs_c);
156
157 // Performs floor division on a
158 let mut scalar_big = BigInt::from(1);
159 (0..nb_moduli).for_each(|i|{scalar_big *= BigInt::from(ring_rns.0[ring_rns.level()].modulus.q)});
160 coeffs_a.iter_mut().for_each(|a| {
161 // Emulates floor division in [0, q-1] and maps to [-(q-1)/2, (q-1)/2-1]
162 *a /= &scalar_big;
163 if a.sign() == Sign::Minus {
164 *a -= 1;
165 }
166 });
167
168 assert!(coeffs_a == coeffs_c, "test_div_floor_by_last_moduli");
169}
170
171fn test_div_floor_by_last_moduli_inplace<const NTT: bool>(ring_rns: &RingRNS<u64>) {
172 let seed: [u8; 32] = [0; 32];
173 let mut source: Source = Source::new(seed);
174
175 let nb_moduli: usize = ring_rns.level()-1;
176
177 let mut a: PolyRNS<u64> = ring_rns.new_polyrns();
178 let mut b: PolyRNS<u64> = ring_rns.new_polyrns();
179
180 // Allocates a random PolyRNS
181 ring_rns.fill_uniform(&mut source, &mut a);
182
183 // Maps PolyRNS to [BigInt]
184 let mut coeffs_a: Vec<BigInt> = (0..a.n()).map(|i| BigInt::from(i)).collect();
185 ring_rns
186 .at_level(a.level())
187 .to_bigint_inplace(&a, 1, &mut coeffs_a);
188
189 // Performs c = intt(ntt(a) / q_level)
190 if NTT {
191 ring_rns.ntt_inplace::<false>(&mut a);
192 }
193
194 ring_rns.div_floor_by_last_moduli_inplace::<NTT>(nb_moduli, &mut b, &mut a);
195
196 if NTT {
197 ring_rns.at_level(a.level()-nb_moduli).intt_inplace::<false>(&mut a);
198 }
199
200 // Exports c to coeffs_c
201 let mut coeffs_c = vec![BigInt::from(0); a.n()];
202 ring_rns
203 .at_level(a.level()-nb_moduli)
204 .to_bigint_inplace(&a, 1, &mut coeffs_c);
205
206 // Performs floor division on a
207 let mut scalar_big = BigInt::from(1);
208 (0..nb_moduli).for_each(|i|{scalar_big *= BigInt::from(ring_rns.0[ring_rns.level()].modulus.q)});
209 coeffs_a.iter_mut().for_each(|a| {
210 // Emulates floor division in [0, q-1] and maps to [-(q-1)/2, (q-1)/2-1]
211 *a /= &scalar_big;
212 if a.sign() == Sign::Minus {
213 *a -= 1;
214 }
215 });
216
217 assert!(coeffs_a == coeffs_c, "test_div_floor_by_last_moduli_inplace");
218}