GMUCERG/PQC_NEON

NEON implementation of NIST lattice-based PQC finalists

PQC_NEON

NEON implementation of NIST PQC KEM finalists

Code

The NEON code used in benchmarking is in neon/

Resources

For active benchmarking on Apple M1 in clock cycles and Cortex-A platform, please see active maintaining projects at:

• Kyber: https://github.com/cothan/kyber/
• Saber: https://github.com/cothan/SABER
• NTRU: https://github.com/cothan/ntru
• Keccak: https://github.com/cothan/NEON-SHA3_2x
• Saber-NTT: The improved NTT will be published in ePrint paper.

Benchmarking

Compiler option clang -O3 -mtune=native:

• We enable maximum optimization on both ref and neon implementation. We never enforce -fno-tree-vectorize.
• Cortex-A72 @ 1.5 Ghz, cycles count by LIBPAPI. In papi_hl_output report, we select PAPI_TOT_CYC field.
• Apple M1 @ 3.2 Ghz, cycles count inspired by the work of Dougall Johnson.

Unit is cycles.

Apple M1

Kyber

Kyber M1	ref Level 1	ref Level 3	ref Level 5	neon Level 1	neon Level 3	neon Level 5	ref/neon Level 1	ref/neon Level 3	ref/neon Level 5
ntt	3,171	3,223	3,217	240	240	240	13.2	13.4	13.4
invntt	5,171	5,118	5,148	254	254	254	20.4	20.1	20.3
crypto_kem_keypair	59,622	105,058	163,075	21,693	34,117	52,362	2.7	3.1	3.1
crypto_kem_enc	76,513	120,766	175,568	30,949	46,684	68,193	2.5	2.6	2.6
crypto_kem_dec	90,254	138,813	198,509	27,052	41,574	63,476	3.3	3.3	3.1
VectorVectorMul	17,549	23,401	29,388	1,105	1,512	1,922	15.9	15.5	15.3
MatrixVectorMul	27,134	46,436	70,021	1,673	2,923	4,461	16.2	15.9	15.7

Saber

Note: ref/neon = ref/min(neon, neon-ntt), we select best result from Toom-Cook (neon) and NTT (neon-ntt) implementation.

Saber M1	ref Level 1	ref Level 3	ref Level 5	neon Level 1	neon Level 3	neon Level 5	neon-ntt Level 1	neon-ntt Level 3	neon-ntt Level 5	ref/neon Level 1	ref/neon Level 3	ref/neon Level 5
crypto_kem_keypair	44,058	74,342	119,258	31,277	51,352	77,037	29,977	47,298	71,532	1.5	1.6	1.7
crypto_kem_enc	50,850	90,407	141,025	37,187	59,838	87,899	35,949	55,892	82,776	1.4	1.6	1.7
crypto_kem_dec	54,837	96,190	150,844	35,318	57,955	86,724	34,142	54,117	81,983	1.6	1.8	1.8
InnerProd	8,012	11,825	16,064	3,182	4,344	5,317	3,244	4,452	5,699	2.5	2.7	3.0
MatrixVectorMul	16,003	35,496	64,341	6,641	14,028	21,608	5,341	9,974	16,103	3.0	3.6	4.0

Saber-NTT

Apple M1		NEON Encapsulation			NEON Decapsulation
3.2 Ghz	Toom-Cook	NTT	Toom-Cook/NTT	Toom-Cook	NTT	Toom-Cook/NTT
lightsaber	37,187	35,949	103%	35,318	34,142	103%
saber	59,838	55,892	107%	57,955	54,117	107%
firesaber	87,899	82,776	106%	86,724	81,983	106%

NTRU

NTRU M1	ref HPS509	ref HPS677	ref HRSS701	ref HPS821	neon HPS509	neon HPS677	neon HRSS701	neon HPS821	ref/neon HPS509	ref/neon HPS677	ref/neon HRSS701	ref/neon HPS821
crypto_kem_keypair	3,501,828	6,219,493	6,578,665	9,056,209	2,684,977	4,715,457	5,032,358	6,993,689	1.3	1.3	1.3	1.3
crypto_kem_enc	103,059	182,986	152,390	244,308	39,158	60,198	23,145	75,630	2.6	3.0	6.6	3.2
crypto_kem_dec	231,254	429,798	439,859	583,865	33,024	53,708	60,644	69,213	7.0	8.0	7.3	8.4
poly_Rq_mul	70,576	134,764	133,792	185,126	7,347	11,595	15,689	17,241	9.6	11.6	8.5	10.7
poly_S3_mul	72,711	137,327	136,482	188,243	7,509	11,876	15,660	17,432	9.7	11.6	8.7	10.8

Cortex-A72

Kyber

Kyber A72	ref Level 1	ref Level 3	ref Level 5	neon Level 1	neon Level 3	neon Level 5	ref/neon Level 1	ref/neon Level 3	ref/neon Level 5
neon_ntt	8,496	8,500	8,551	1,162	1,162	1,162	7.3	7.3	7.4
neon_invntt	12,530	12,533	12,409	1,320	1,319	1,320	9.5	9.5	9.4
crypto_kem_keypair	136,934	237,601	371,906	68,919	110,058	177,394	2.0	2.2	2.1
crypto_kem_enc	184,533	298,928	440,645	88,152	140,100	214,150	2.1	2.1	2.1
crypto_kem_dec	223,359	349,122	503,820	85,119	136,232	209,720	2.6	2.6	2.4

Saber

Note: ref/neon = ref/min(neon, neon-ntt), we select best result from Toom-Cook (neon) and NTT (neon-ntt) implementation.

Saber A72	ref Level 1	ref Level 3	ref Level 5	neon Level 1	neon Level 3	neon Level 5	neon-ntt Level 1	neon-ntt Level 3	neon-ntt Level 5	ref/neon Level 1	ref/neon Level 3	ref/neon Level 5
crypto_kem_keypair	134,149	237,166	371,778	117,500	188,545	278,417	105,616	161,717	229,870	1.3	1.5	1.6
crypto_kem_enc	154,498	272,986	425,245	125,561	208,307	309,499	112,871	182,030	261,243	1.4	1.5	1.6
crypto_kem_dec	166,348	294,554	463,078	125,795	211,578	321,087	112,299	185,851	273,122	1.5	1.6	1.7
neonInnerProd	27,643	41,425	55,246	17,542	22,583	28,915	16,736	23,133	29,205	1.7	1.8	1.9
neonMatrixVectorMul	55,991	125,811	223,951	39,804	79,128	132,226	27,920	52,300	83,679	2.0	2.4	2.7

Saber-NTT

NTRU A72		NEON Encapsulation			NEON Decapsulation
lightsaber	125,561	112,871	111.2%	125,795	112,299	112.02%
saber	208,307	182,030	114.4%	211,578	185,851	113.84%
firesaber	309,499	261,243	118.5%	321,087	273,122	117.56%

NTRU

NTRU A72	ref HPS677	ref HRSS701	ref HPS821	neon HPS677	neon HRSS701	neon HPS821	ref/neon HPS677	ref/neon HRSS701	ref/neon HPS821
crypto_kem_keypair	20,925,649	24,206,697	30,372,301	15,898,711	19,609,762	25,549,949	1.3	1.2	1.2
crypto_kem_enc	570,793	458,704	748,098	181,726	93,614	232,571	3.1	4.9	3.2
crypto_kem_dec	1,346,731	1,353,368	1,829,969	205,787	262,897	274,536	6.5	5.1	6.7
poly_Rq_mul	427,673	426,803	583,892	54,971	70,061	83,500	7.8	6.1	7.0
poly_S3_mul	435,218	432,773	588,746	56,094	72,230	83,099	7.8	6.0	7.1

PQC NEON KEM Finalists Ranking

Notes: Saber-NTT is selected for comparison.

Apple M1 ranking

• Unit is in kilocycles (kc).

Level 1

Rank	neon	Encapsulation	Speedup	neon	Decapsulation	Speedup
1	ntru-hrss701	22.8	1.00	Kyber512	27.1	1.00
2	Kyber512	30.9	1.36	lightsaber	34.1	1.26
3	lightsaber	35.9	1.58	ntru-hps677	54.6	2.02
4	ntru-hps677	60.1	2.64	ntru-hrss701	60.8	2.25

Level 3

Rank	neon	Encapsulation	Speedup	neon	Decapsulation	Speedup
1	Kyber768	46.7	1.00	Kyber768	41.6	1.00
2	saber	55.9	1.20	saber	54.1	1.30
3	ntru-hps821	75.7	1.62	ntru-hps821	69.0	1.66

Level 5

Rank	neon	Encapsulation	Speedup	neon	Decapsulation	Speedup
1	Kyber1024	68.2	1.00	Kyber1024	63.5	1.00
2	firesaber	82.8	1.21	firesaber	82.0	1.29

Cortex-A72 ranking

• Unit is in cycles.

Level 1

Rank	neon	Encapsulation	Speedup	neon	Decapsulation	Speedup
1	Kyber512	88,152	1.00	Kyber512	85,119	1.00
2	ntru-hrss701	93,614	1.06	lightsaber	112,299	1.32
3	lightsaber	112,871	1.28	ntru-hps677	205,787	2.42
4	ntru-hps677	181,726	2.06	ntru-hrss701	262,897	3.09

Level 3

Rank	neon	Encapsulation	Speedup	neon	Decapsulation	Speedup
1	Kyber768	140,100	1.00	Kyber768	136,232	1.00
2	saber	182,030	1.30	saber	185,851	1.36
3	ntru-hps821	232,571	1.66	ntru-hps821	274,536	2.02

Level 5

Rank	neon	Encapsulation	Speedup	neon	Decapsulation	Speedup
1	Kyber1024	214,150	1.00	Kyber1024	209,720	1.00
2	firesaber	261,243	1.22	firesaber	273,122	1.30

Citation

The implementation in this repo is belong to the paper "Fast NEON-Based Multiplication for Lattice-Based NIST Post-quantum Cryptography Finalists" by Duc Tri Nguyen and Prof. Kris Gaj @ CERG GMU.

@InProceedings{pqc_neon21,
author="Nguyen, Duc Tri
and Gaj, Kris",
editor="Cheon, Jung Hee
and Tillich, Jean-Pierre",
title="Fast NEON-Based Multiplication for Lattice-Based NIST Post-quantum Cryptography Finalists",
booktitle="Post-Quantum Cryptography",
year="2021",
publisher="Springer International Publishing",
address="Cham",
pages="234--254",
isbn="978-3-030-81293-5"
}

References

Saber-NTT is faster than Toom-Cook Saber by replacing the old modular reduction with shorter modular reduction (just few instructions!), more details can be found here.

@misc{cryptoeprint:2021:986,
    author       = {Hanno Becker and
		    Vincent Hwang and
		    Matthias J. Kannwischer and
		     Bo-Yin Yang and
		    Shang-Yi Yang},
    title        = {Neon NTT: Faster Dilithium, Kyber, and Saber on Cortex-A72 and Apple M1},
    howpublished = {Cryptology ePrint Archive, Report 2021/986},
    year         = {2021},
    note         = {\url{https://ia.cr/2021/986}},
}

License

Apache 2.0

Knowledge from this work is taken from public domain, thus, returned to public domain. Feel free to make a pull request.