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    AES-NI performance

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    • E
      Engineer
      last edited by

      SuperMicro with Intel N3700.  Not bad for a 6W CPU (System pulls 11 Watts from the wall).

      $ openssl speed -evp aes-256-cbc
      Doing aes-256-cbc for 3s on 16 size blocks: 991459 aes-256-cbc's in 0.25s
      Doing aes-256-cbc for 3s on 64 size blocks: 971848 aes-256-cbc's in 0.26s
      Doing aes-256-cbc for 3s on 256 size blocks: 785303 aes-256-cbc's in 0.28s
      Doing aes-256-cbc for 3s on 1024 size blocks: 393543 aes-256-cbc's in 0.16s
      Doing aes-256-cbc for 3s on 8192 size blocks: 92318 aes-256-cbc's in 0.02s
      OpenSSL 1.0.1l-freebsd 15 Jan 2015
      built on: date not available
      options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
      compiler: clang
      The 'numbers' are in 1000s of bytes per second processed.
      type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
      aes-256-cbc      63453.38k  241253.90k  714800.24k  2579123.40k 32267479.72k

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      • A
        aesguy
        last edited by

        @Koenig: thanks, I've labelled it as Unknown(China)

        @Derelict: I'm taking an indiscriminate method and keeping all data points provided.  It might be due to the OS version, random timing, etc.

        @bytesizedalex: thanks and added to the list

        @AR15USR: as I suspected - OpenSSL -evp determines itself whether AES-NI is present and uses it - doesn't matter what you set in pfsense.

        @NEK4TE: can you provide what your box & CPU are?

        @Engineer: which Supermicro box is it?

        1 Reply Last reply Reply Quote 0
        • A
          aesguy
          last edited by

          Updated results list:

          170926276.61k	unknown (China)	gen 5 i5	
          91090845.70k	Zotac ZBOX ID92	Core i5 4570T	
          42008576.00k	Gigabyte GA-N3150N-D3V board	Celeron N3150 with AES-NI	https://forum.pfsense.org/index.php?topic=108119.0
          32321306.62k	SuperMicro 2758		
          32267479.72k	Supermicro	Intel N3700	
          29080158.21k	hp microserver gen 8	Xeon 1265Lv2	
          27986842.97k	Gigabyte GA-N3150N-D3V	Celeron N3150 with AES-NI	https://forum.pfsense.org/index.php?topic=105114.msg601520#msg601520
          24435715.51k	unknown (China)	gen 5 i5	
          24345837.57k	Lanner FW-7525D	Quad-core Atom C2558 @ 2.40GHz	
          24332468.22k	Netgate SG-4860  	Intel(R) Atom(TM) CPU C2558 @ 2.40GHz 4 CPUs	
          19462619.14k	SuperMicro 2758		
          18390712.32k	AM1	Athlon 5370	
          14241549.52k	pfSense SG-2440	Dual-core Atom C2358 @ 1.74GHz	
          7123763.20k	Raspberry Pi 3	ARMv7l	
          405686.95k	Intel i7-4510U + 2x Intel 82574 + 2x Intel i350 Mini-ITX Build		https://forum.pfsense.org/index.php?topic=115627.msg646395#msg646395
          230708.57k	ci323 nano u	Celeron N3150 with AES-NI w/ -engine cryptodev	https://forum.pfsense.org/index.php?topic=115673.msg656602#msg656602
          217617.75k	RCC-VE 2440	Intel Atom C2358	https://forum.pfsense.org/index.php?topic=91974.0
          124788.74k	ALIX.APU2B4/APU2C4	1 GHz Quad Core AMD GX-412TC	http://wiki.ipfire.org/en/hardware/pcengines/apu2b4
          34204.33k	ALIX.APU1C/APU1D	1 GHz Dual Core AMD G-T40E	http://wiki.ipfire.org/en/hardware/pcengines/apu1c
          
          1 Reply Last reply Reply Quote 0
          • B
            biggsy
            last edited by

            iorx,

            Interested to see you're running the same processor in a Microserver Gen 8 as I do.

            Mine is running ESXi 6.0 though and produces slightly different numbers:

            [2.3.2-RELEASE] /root: openssl speed -evp aes-256-cbc
            Doing aes-256-cbc for 3s on 16 size blocks: 1767436 aes-256-cbc's in 0.38s
            Doing aes-256-cbc for 3s on 64 size blocks: 1616969 aes-256-cbc's in 0.35s
            Doing aes-256-cbc for 3s on 256 size blocks: 1308617 aes-256-cbc's in 0.27s
            Doing aes-256-cbc for 3s on 1024 size blocks: 723750 aes-256-cbc's in 0.13s
            Doing aes-256-cbc for 3s on 8192 size blocks: 143766 aes-256-cbc's in 0.01s
            OpenSSL 1.0.1s-freebsd  1 Mar 2016
            built on: date not available
            options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
            compiler: clang
            The 'numbers' are in 1000s of bytes per second processed.
            type             16 bytes     64 bytes    256 bytes   1024 bytes   8192 bytes
            aes-256-cbc      75410.60k   294360.22k  1225164.62k  5580197.65k 150749577.22k
            
            

            @iorx:

            Hi!

            For fun or reference :). A Hyper-v hosted pfsense on a hp microserver gen 8 with a Xeon 1265Lv2.

            
            [2.3.2-RELEASE][n23]/root: openssl speed -evp aes-256-cbc
            Doing aes-256-cbc for 3s on 16 size blocks: 1084848 aes-256-cbc's in 0.45s
            Doing aes-256-cbc for 3s on 64 size blocks: 1345250 aes-256-cbc's in 0.24s
            Doing aes-256-cbc for 3s on 256 size blocks: 709374 aes-256-cbc's in 0.23s
            Doing aes-256-cbc for 3s on 1024 size blocks: 472042 aes-256-cbc's in 0.19s
            Doing aes-256-cbc for 3s on 8192 size blocks: 110932 aes-256-cbc's in 0.03s
            OpenSSL 1.0.1s-freebsd  1 Mar 2016
            built on: date not available
            options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
            compiler: clang
            The 'numbers' are in 1000s of bytes per second processed.
            type             16 bytes     64 bytes    256 bytes   1024 bytes   8192 bytes
            aes-256-cbc      38978.40k   355493.16k   774825.57k  2577978.71k 29080158.21k
            
            
            1 Reply Last reply Reply Quote 0
            • E
              Engineer
              last edited by

              @aesguy:

              @Engineer: which Supermicro box is it?

              SuperMicro Board: X11SBA-LN4F with Intel N3700.

              Running 2.2.5 and whatever FreeBSD version comes with it but not sure if there have been improvements in the newer versions or not.

              Just re-ran the test with nobody using the Internet (wife and two kids on Facebook, snapchat, youtube, etc. really change the results) and got this….

              $ openssl speed -evp aes-256-cbc
              Doing aes-256-cbc for 3s on 16 size blocks: 951002 aes-256-cbc's in 0.28s
              Doing aes-256-cbc for 3s on 64 size blocks: 961593 aes-256-cbc's in 0.26s
              Doing aes-256-cbc for 3s on 256 size blocks: 770095 aes-256-cbc's in 0.23s
              Doing aes-256-cbc for 3s on 1024 size blocks: 454015 aes-256-cbc's in 0.14s
              Doing aes-256-cbc for 3s on 8192 size blocks: 92419 aes-256-cbc's in 0.02s
              OpenSSL 1.0.1l-freebsd 15 Jan 2015
              built on: date not available
              options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
              compiler: clang
              The 'numbers' are in 1000s of bytes per second processed.
              type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
              aes-256-cbc      54101.45k  238708.18k  870154.24k  3306036.34k 48454172.67k

              Makes more sense compared to the N3150 in the chart now.

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              • A
                AR15USR
                last edited by

                @aesguy, here's the stats on my board if you want them:
                Intel(R) Atom(TM) CPU C2758 @ 2.40GHz 8 CPUs

                /root: openssl speed -evp aes-256-cbc
                Doing aes-256-cbc for 3s on 16 size blocks: 944591 aes-256-cbc's in 0.33s
                Doing aes-256-cbc for 3s on 64 size blocks: 888807 aes-256-cbc's in 0.26s
                Doing aes-256-cbc for 3s on 256 size blocks: 743989 aes-256-cbc's in 0.23s
                Doing aes-256-cbc for 3s on 1024 size blocks: 445355 aes-256-cbc's in 0.11s
                Doing aes-256-cbc for 3s on 8192 size blocks: 92224 aes-256-cbc's in 0.02s
                OpenSSL 1.0.1s-freebsd  1 Mar 2016
                built on: date not available
                options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx) 
                compiler: clang
                The 'numbers' are in 1000s of bytes per second processed.
                type             16 bytes     64 bytes    256 bytes   1024 bytes   8192 bytes
                aes-256-cbc      46060.06k   220639.60k   840656.26k  4169540.75k 48351936.51k
                

                2.6.0-RELEASE

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                • V
                  VAMike
                  last edited by

                  I'm amazed that nobody has pointed out yet that most of these results are COMPLETELY BOGUS. If you have an openssl speed test result based on a time of less than 3 seconds, your result is invalid. What's happening is that openssl by default bases its time on the cpu time registered to the ssl process rather than the elapsed time, because when using software encryption on a loaded system you may not get 100% of the cpu and using the cpu time figure gives a better accounting of the work actually done. But when using the freebsd crypto device most of the work is done in kernel space rather than user space, so the cpu time measurement consists entirely of the time spent making system calls. BUT YOU DID NOT ACTUALLY GET THREE SECONDS OF COMPUTATION DONE IN .01 SECONDS!!!! If using the freebsd crypto device you MUST add -elapsed to the command line to get a better idea of the real performance. If you do not, you are basing your conclusions on a meaningless number.

                  A simple sanity check will conclude that many (most?) of the results listed here suggest that the machines are performing crypto at a rate greater than their theoretical peak performance (based on the number of operations performed * clock rate of the machine). Any result that shows 170GB/s of work performed by a commodity PC is OBVIOUSLY INCORRECT. A report of 48GByte/s on an atom with a 25GB/s memory implementation is OBVIOUSLY INCORRECT.

                  It's been hard to get people to stop using the freebsd crypto interface because they really, really want these numbers to be true. But if you compare openssl performance with and without cryptodev on an AES-NI system USING THE REAL NUMBERS you'll find that cryptodev is slower than openssl's native AES-NI (it basically has to be, because they're doing the same crypto operations, but the kernel module has a penalty for going into an out of kernel space).

                  The real fastest implementation of AES-NI that I'm aware of is with AES GCM on the skylake core, where you should see somewhere in the neighborhood of 6GByte/s/core depending on the clock speed. (Yes, a commodity skylake desktop will completely stomp a broadwell xeon; can't wait to see the skylake xeons.) The GCM implementation on the later intel cores is significantly faster than CBC at larger block sizes when PCLMULQDQ is available.

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                  • A
                    aesguy
                    last edited by

                    VAMike said:

                    "But when using the freebsd crypto device most of the work is done in kernel space rather than user space, so the cpu time measurement consists entirely of the time spent making system calls."

                    It does not appear that the crypto device is being used - OpenSSL invokes the appropriate CPU instructions directly.  For example, on ARMv8, the AESE instruction is invoked directly: https://github.com/openssl/openssl/blob/master/crypto/aes/asm/aesv8-armx.pl

                    Secondly, we see evidence to support this - it matters not whether you set AES-NI in pfsense but rather does matter whether you invoke openssl with "-evp" or not.

                    I am not convinced that your assumption about kernel vs userland is valid.  And therefore that these numbers are not as meaningless as you think.

                    1 Reply Last reply Reply Quote 0
                    • E
                      Engineer
                      last edited by

                      Out of curiosity, I added the -elapsed option to the original speed test and the results fell dramatically.  I have never looked at or tried to understand the results, I was simply running the test and passing the supplied results on.

                      $ openssl speed -evp aes-256-cbc -elapsed
                      You have chosen to measure elapsed time instead of user CPU time.
                      Doing aes-256-cbc for 3s on 16 size blocks: 1006598 aes-256-cbc's in 3.02s
                      Doing aes-256-cbc for 3s on 64 size blocks: 965281 aes-256-cbc's in 3.00s
                      Doing aes-256-cbc for 3s on 256 size blocks: 779226 aes-256-cbc's in 3.02s
                      Doing aes-256-cbc for 3s on 1024 size blocks: 458171 aes-256-cbc's in 3.00s
                      Doing aes-256-cbc for 3s on 8192 size blocks: 92570 aes-256-cbc's in 3.01s
                      OpenSSL 1.0.1l-freebsd 15 Jan 2015
                      built on: date not available
                      options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                      compiler: clang
                      The 'numbers' are in 1000s of bytes per second processed.
                      type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                      aes-256-cbc      5326.91k    20592.66k    65978.50k  156389.03k  252121.25k

                      I have run the test multiple times now and the results are very repeatable.  Without the -elapsed option, the numbers are all over the place but MUCH higher.  I'm not going to argue whether the other results are real or not as I don't know enough one way or the other.  Just passing on the results with and without the -elapsed command line option for others to evaluate.

                      1 Reply Last reply Reply Quote 0
                      • V
                        VAMike
                        last edited by

                        @aesguy:

                        It does not appear that the crypto device is being used - OpenSSL invokes the appropriate CPU instructions directly.  For example, on ARMv8, the AESE instruction is invoked directly: https://github.com/openssl/openssl/blob/master/crypto/aes/asm/aesv8-armx.pl

                        Secondly, we see evidence to support this - it matters not whether you set AES-NI in pfsense but rather does matter whether you invoke openssl with "-evp" or not.

                        [2.3.2-RELEASE][admin@pfSense.localdomain]/root: openssl speed -evp aes-128-cbc
                        Doing aes-128-cbc for 3s on 16 size blocks: 1439217 aes-128-cbc's in 0.37s
                        Doing aes-128-cbc for 3s on 64 size blocks: 1282244 aes-128-cbc's in 0.30s
                        Doing aes-128-cbc for 3s on 256 size blocks: 1185939 aes-128-cbc's in 0.26s
                        Doing aes-128-cbc for 3s on 1024 size blocks: 773748 aes-128-cbc's in 0.20s
                        Doing aes-128-cbc for 3s on 8192 size blocks: 272141 aes-128-cbc's in 0.11s
                        OpenSSL 1.0.1s-freebsd  1 Mar 2016
                        built on: date not available
                        options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                        compiler: clang
                        The 'numbers' are in 1000s of bytes per second processed.
                        type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                        aes-128-cbc      62713.12k  276424.81k  1177601.49k  3900642.23k 20382894.37k

                        so there are the bogus numbers; there's no way this hardware is doing 20GByte/s of crypto. Let's see what happens with -elapsed:

                        [2.3.2-RELEASE][admin@pfSense.localdomain]/root:  openssl speed -elapsed -evp aes-128-cbc
                        You have chosen to measure elapsed time instead of user CPU time.
                        Doing aes-128-cbc for 3s on 16 size blocks: 1392190 aes-128-cbc's in 3.03s
                        Doing aes-128-cbc for 3s on 64 size blocks: 1415484 aes-128-cbc's in 3.01s
                        Doing aes-128-cbc for 3s on 256 size blocks: 1560350 aes-128-cbc's in 3.02s
                        Doing aes-128-cbc for 3s on 1024 size blocks: 1176285 aes-128-cbc's in 3.01s
                        Doing aes-128-cbc for 3s on 8192 size blocks: 314815 aes-128-cbc's in 3.00s
                        OpenSSL 1.0.1s-freebsd  1 Mar 2016
                        built on: date not available
                        options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                        compiler: clang
                        The 'numbers' are in 1000s of bytes per second processed.
                        type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                        aes-128-cbc      7348.47k    30118.56k  132117.70k  400462.41k  859654.83k

                        Now those are believable numbers. A bit low, but this is in a VM. Also note just how tremendously bad the performance is with small block sizes–that's the overhead of the context switches. If your theory is that cryptodev isn't relevant, let's just unload it:

                        [2.3.2-RELEASE][admin@pfSense.localdomain]/root: kldunload aesni
                        [2.3.2-RELEASE][admin@pfSense.localdomain]/root: openssl speed -evp aes-128-cbc
                        Doing aes-128-cbc for 3s on 16 size blocks: 197582147 aes-128-cbc's in 2.82s
                        Doing aes-128-cbc for 3s on 64 size blocks: 49253757 aes-128-cbc's in 2.72s
                        Doing aes-128-cbc for 3s on 256 size blocks: 12996564 aes-128-cbc's in 2.82s
                        Doing aes-128-cbc for 3s on 1024 size blocks: 3230639 aes-128-cbc's in 2.77s
                        Doing aes-128-cbc for 3s on 8192 size blocks: 399946 aes-128-cbc's in 2.72s
                        OpenSSL 1.0.1s-freebsd  1 Mar 2016
                        built on: date not available
                        options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                        compiler: clang
                        The 'numbers' are in 1000s of bytes per second processed.
                        type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                        aes-128-cbc    1120909.24k  1159444.76k  1179699.19k  1192806.52k  1205097.06k
                        [2.3.2-RELEASE][admin@pfSense.localdomain]/root: openssl speed -elapsed -evp aes-128-cbc
                        You have chosen to measure elapsed time instead of user CPU time.
                        Doing aes-128-cbc for 3s on 16 size blocks: 172665690 aes-128-cbc's in 3.00s
                        Doing aes-128-cbc for 3s on 64 size blocks: 49500772 aes-128-cbc's in 3.00s
                        Doing aes-128-cbc for 3s on 256 size blocks: 9678881 aes-128-cbc's in 3.00s
                        Doing aes-128-cbc for 3s on 1024 size blocks: 2480302 aes-128-cbc's in 3.01s
                        Doing aes-128-cbc for 3s on 8192 size blocks: 344003 aes-128-cbc's in 3.06s
                        OpenSSL 1.0.1s-freebsd  1 Mar 2016
                        built on: date not available
                        options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                        compiler: clang
                        The 'numbers' are in 1000s of bytes per second processed.
                        type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                        aes-128-cbc    920883.68k  1056016.47k  825931.18k  844410.76k  920186.96k

                        Note that the wall clock and cpu clock results are much closer, and the numbers are actually plausible. The overhead of the context switches went away, and the performance is much, much better for small block sizes. You can also sanity check by ignoring the bandwidth summary and looking at the initial status output: with cryptodev it did about 1.4M small block operations in 3 seconds, and without cryptodev it did close to 200M small block operations in 3 seconds. There is no way in reality that 1.4M operations in 3s is better than 200M operations in 3s, unless you're measuring something wrong.

                        Another test–AES GCM isn't implemented in cryptodev so let's put the module back and see what happens:

                        [2.3.2-RELEASE][admin@pfSense.localdomain]/root: kldload aesni
                        [2.3.2-RELEASE][admin@pfSense.localdomain]/root: openssl speed -evp aes-128-gcm
                        Doing aes-128-gcm for 3s on 16 size blocks: 96121725 aes-128-gcm's in 2.76s
                        Doing aes-128-gcm for 3s on 64 size blocks: 39512692 aes-128-gcm's in 2.84s
                        Doing aes-128-gcm for 3s on 256 size blocks: 14260288 aes-128-gcm's in 2.95s
                        Doing aes-128-gcm for 3s on 1024 size blocks: 3360255 aes-128-gcm's in 2.74s
                        Doing aes-128-gcm for 3s on 8192 size blocks: 485825 aes-128-gcm's in 2.49s
                        OpenSSL 1.0.1s-freebsd  1 Mar 2016
                        built on: date not available
                        options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                        compiler: clang
                        The 'numbers' are in 1000s of bytes per second processed.
                        type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                        aes-128-gcm    557669.38k  891702.40k  1239472.46k  1254801.55k  1596941.80k

                        Plausible results again, with the proper relationship between the non-cryptodev CBC and the GCM results. (Though much slower than it should be on this hardware. I don't know if that's an artifact of the VM or the fact that pfsense has an older version of openssl.) Something newer on the bare hardware:

                        openssl speed -evp aes-128-gcm

                        Doing aes-128-gcm for 3s on 16 size blocks: 116930558 aes-128-gcm's in 3.00s
                        Doing aes-128-gcm for 3s on 64 size blocks: 66316891 aes-128-gcm's in 3.00s
                        Doing aes-128-gcm for 3s on 256 size blocks: 32782942 aes-128-gcm's in 2.99s
                        Doing aes-128-gcm for 3s on 1024 size blocks: 12712095 aes-128-gcm's in 3.00s
                        Doing aes-128-gcm for 3s on 8192 size blocks: 2004498 aes-128-gcm's in 3.00s
                        Doing aes-128-gcm for 3s on 16384 size blocks: 875464 aes-128-gcm's in 3.00s
                        OpenSSL 1.1.0c  10 Nov 2016
                        built on: reproducible build, date unspecified
                        options:bn(64,64) rc4(16x,int) des(int) aes(partial) blowfish(ptr)
                        compiler: gcc -DDSO_DLFCN -DHAVE_DLFCN_H -DNDEBUG -DOPENSSL_THREADS -DOPENSSL_NO_STATIC_ENGINE -DOPENSSL_PIC -DOPENSSL_IA32_SSE2 -DOPENSSL_BN_ASM_MONT -DOPENSSL_BN_ASM_MONT5 -DOPENSSL_BN_ASM_GF2m -DSHA1_ASM -DSHA256_ASM -DSHA512_ASM -DRC4_ASM -DMD5_ASM -DAES_ASM -DVPAES_ASM -DBSAES_ASM -DGHASH_ASM -DECP_NISTZ256_ASM -DPOLY1305_ASM -DOPENSSLDIR=""/usr/lib/ssl"" -DENGINESDIR=""/usr/lib/x86_64-linux-gnu/engines-1.1""
                        The 'numbers' are in 1000s of bytes per second processed.
                        type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes  16384 bytes
                        aes-128-gcm    623629.64k  1414760.34k  2806833.83k  4339061.76k  5473615.87k  4781200.73k

                        and the CBC output on bare hardware with openssl 1.1:

                        openssl speed -evp aes-128-cbc

                        Doing aes-128-cbc for 3s on 16 size blocks: 170365448 aes-128-cbc's in 3.00s
                        Doing aes-128-cbc for 3s on 64 size blocks: 61436331 aes-128-cbc's in 2.99s
                        Doing aes-128-cbc for 3s on 256 size blocks: 15619487 aes-128-cbc's in 3.00s
                        Doing aes-128-cbc for 3s on 1024 size blocks: 4102787 aes-128-cbc's in 3.00s
                        Doing aes-128-cbc for 3s on 8192 size blocks: 511408 aes-128-cbc's in 3.00s
                        Doing aes-128-cbc for 3s on 16384 size blocks: 254687 aes-128-cbc's in 2.99s
                        OpenSSL 1.1.0c  10 Nov 2016
                        built on: reproducible build, date unspecified
                        options:bn(64,64) rc4(16x,int) des(int) aes(partial) blowfish(ptr)
                        compiler: gcc -DDSO_DLFCN -DHAVE_DLFCN_H -DNDEBUG -DOPENSSL_THREADS -DOPENSSL_NO_STATIC_ENGINE -DOPENSSL_PIC -DOPENSSL_IA32_SSE2 -DOPENSSL_BN_ASM_MONT -DOPENSSL_BN_ASM_MONT5 -DOPENSSL_BN_ASM_GF2m -DSHA1_ASM -DSHA256_ASM -DSHA512_ASM -DRC4_ASM -DMD5_ASM -DAES_ASM -DVPAES_ASM -DBSAES_ASM -DGHASH_ASM -DECP_NISTZ256_ASM -DPOLY1305_ASM -DOPENSSLDIR=""/usr/lib/ssl"" -DENGINESDIR=""/usr/lib/x86_64-linux-gnu/engines-1.1""
                        The 'numbers' are in 1000s of bytes per second processed.
                        type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes  16384 bytes
                        aes-128-cbc    908615.72k  1315025.15k  1332862.89k  1400417.96k  1396484.78k  1395582.54k

                        This isn't a matter of opinion, it's a simple mistake that's been getting propagated for some time, leading to some wildly inaccurate claims about crypto performance. If you ask the guys writing the openssl code whether you can get 20GByte/s from a single core on a commodity intel chip you'll get a very clear "no". (And intel wouldn't be trying to sell very expensive quick assist hardware if it had lower performance than a cheap desktop: http://www.intel.com/content/www/us/en/ethernet-products/gigabit-server-adapters/quickassist-adapter-for-servers.html)

                        1 Reply Last reply Reply Quote 0
                        • B
                          biggsy
                          last edited by

                          Running the original test (without -elapsed) a few times gave a very wide range of results.

                          Microserver Gen 8 with E3-1265L V2 @ 2.50GHz:

                          [2.3.2-RELEASE][root@philter]/root: openssl speed -evp aes-256-cbc -elapsed
                          You have chosen to measure elapsed time instead of user CPU time.
                          Doing aes-256-cbc for 3s on 16 size blocks: 1751663 aes-256-cbc's in 3.01s
                          Doing aes-256-cbc for 3s on 64 size blocks: 1609691 aes-256-cbc's in 3.00s
                          Doing aes-256-cbc for 3s on 256 size blocks: 1285984 aes-256-cbc's in 3.01s
                          Doing aes-256-cbc for 3s on 1024 size blocks: 722643 aes-256-cbc's in 3.00s
                          Doing aes-256-cbc for 3s on 8192 size blocks: 143875 aes-256-cbc's in 3.01s
                          OpenSSL 1.0.1s-freebsd  1 Mar 2016
                          built on: date not available
                          options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                          compiler: clang
                          The 'numbers' are in 1000s of bytes per second processed.
                          type             16 bytes     64 bytes    256 bytes   1024 bytes   8192 bytes
                          aes-256-cbc       9317.94k    34340.07k   109452.27k   246662.14k   391854.21k
                          
                          ``` 
                          
                          Edit after reading more carefully:
                          
                          

                          [2.3.2-RELEASE][root@philter]/root: kldunload aesni
                          [2.3.2-RELEASE][root@philter]/root: openssl speed -evp aes-256-cbc -elapsed
                          You have chosen to measure elapsed time instead of user CPU time.
                          Doing aes-256-cbc for 3s on 16 size blocks: 76690389 aes-256-cbc's in 3.00s
                          Doing aes-256-cbc for 3s on 64 size blocks: 20091193 aes-256-cbc's in 3.01s
                          Doing aes-256-cbc for 3s on 256 size blocks: 5107757 aes-256-cbc's in 3.00s
                          Doing aes-256-cbc for 3s on 1024 size blocks: 1285013 aes-256-cbc's in 3.01s
                          Doing aes-256-cbc for 3s on 8192 size blocks: 160927 aes-256-cbc's in 3.00s
                          OpenSSL 1.0.1s-freebsd  1 Mar 2016
                          built on: date not available
                          options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                          compiler: clang
                          The 'numbers' are in 1000s of bytes per second processed.
                          type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                          aes-256-cbc    409015.41k  427498.84k  435861.93k  437478.50k  439437.99k

                          1 Reply Last reply Reply Quote 0
                          • RMBR
                            RMB
                            last edited by

                            Lanner FW-7525D (Quad-core Atom C2558 @ 2.40GHz)
                            Shell Output - openssl speed -evp aes-256-cbc -elapsed
                            You have chosen to measure elapsed time instead of user CPU time.
                            Doing aes-256-cbc for 3s on 16 size blocks: 988744 aes-256-cbc's in 3.00s
                            Doing aes-256-cbc for 3s on 64 size blocks: 926802 aes-256-cbc's in 3.00s
                            Doing aes-256-cbc for 3s on 256 size blocks: 762164 aes-256-cbc's in 3.00s
                            Doing aes-256-cbc for 3s on 1024 size blocks: 455059 aes-256-cbc's in 3.00s
                            Doing aes-256-cbc for 3s on 8192 size blocks: 93341 aes-256-cbc's in 3.00s
                            OpenSSL 1.0.1s-freebsd  1 Mar 2016
                            built on: date not available
                            options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                            compiler: clang
                            The 'numbers' are in 1000s of bytes per second processed.
                            type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                            aes-256-cbc      5273.30k    19771.78k    65037.99k  155326.81k  254883.16k

                            Shell Output - openssl speed -evp aes-256-gcm -elapsed
                            You have chosen to measure elapsed time instead of user CPU time.
                            Doing aes-256-gcm for 3s on 16 size blocks: 20826334 aes-256-gcm's in 3.00s
                            Doing aes-256-gcm for 3s on 64 size blocks: 8843173 aes-256-gcm's in 3.00s
                            Doing aes-256-gcm for 3s on 256 size blocks: 2794049 aes-256-gcm's in 3.00s
                            Doing aes-256-gcm for 3s on 1024 size blocks: 754329 aes-256-gcm's in 3.00s
                            Doing aes-256-gcm for 3s on 8192 size blocks: 96056 aes-256-gcm's in 3.00s
                            OpenSSL 1.0.1s-freebsd  1 Mar 2016
                            built on: date not available
                            options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                            compiler: clang
                            The 'numbers' are in 1000s of bytes per second processed.
                            type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                            aes-256-gcm    111073.78k  188654.36k  238425.51k  257477.63k  262296.92k

                            PfSense SG-2440 (Dual-core Atom C2358 @ 1.74GHz)
                            Shell Output - openssl speed -evp aes-256-cbc -elapsed
                            You have chosen to measure elapsed time instead of user CPU time.
                            Doing aes-256-cbc for 3s on 16 size blocks: 727986 aes-256-cbc's in 3.00s
                            Doing aes-256-cbc for 3s on 64 size blocks: 680875 aes-256-cbc's in 3.00s
                            Doing aes-256-cbc for 3s on 256 size blocks: 557737 aes-256-cbc's in 3.00s
                            Doing aes-256-cbc for 3s on 1024 size blocks: 327133 aes-256-cbc's in 3.00s
                            Doing aes-256-cbc for 3s on 8192 size blocks: 67983 aes-256-cbc's in 3.01s
                            OpenSSL 1.0.1s-freebsd  1 Mar 2016
                            built on: date not available
                            options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                            compiler: clang
                            The 'numbers' are in 1000s of bytes per second processed.
                            type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                            aes-256-cbc      3882.59k    14525.33k    47593.56k  111661.40k  185156.73k

                            Shell Output - openssl speed -evp aes-256-gcm -elapsed
                            You have chosen to measure elapsed time instead of user CPU time.
                            Doing aes-256-gcm for 3s on 16 size blocks: 14925214 aes-256-gcm's in 3.00s
                            Doing aes-256-gcm for 3s on 64 size blocks: 6436982 aes-256-gcm's in 3.00s
                            Doing aes-256-gcm for 3s on 256 size blocks: 2026331 aes-256-gcm's in 3.00s
                            Doing aes-256-gcm for 3s on 1024 size blocks: 549702 aes-256-gcm's in 3.00s
                            Doing aes-256-gcm for 3s on 8192 size blocks: 70004 aes-256-gcm's in 3.00s
                            OpenSSL 1.0.1s-freebsd  1 Mar 2016
                            built on: date not available
                            options:bn(64,64) rc4(16x,int) des(idx,cisc,16,int) aes(partial) idea(int) blowfish(idx)
                            compiler: clang
                            The 'numbers' are in 1000s of bytes per second processed.
                            type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                            aes-256-gcm      79601.14k  137322.28k  172913.58k  187631.62k  191157.59k

                            1 Reply Last reply Reply Quote 0
                            • A
                              aesguy
                              last edited by

                              VAMike,

                              1. I am interested in top performance possible for given hardware.  "-elapsed" is not useful in that regarding because it measures the typical performance on that box given everything in place.  In your case, not only are your tests including things like other applications and processes running (and the swapping in and out of all those processes millions of times per second) but additionally you are running in a VM where typically the operating system itself is given limited access to the underlying hardware resources!  Of course your elapsed time ("-elapsed") is going to show drastically slower speeds - because the overhead of the operating system swapping and context switching all those applications and processes AND other operating system instances are all coming into play!!  You are not only swapping out all the processes millions of times per second, but in your case, your operating system running in a VM itself is causing overhead!  Naturally if your system running other applications AND operating systems then your "-elapsed" is going to show radically different results.

                              So we're talking apples to oranges.  I am interested in the BEST performance that a hardware CAN achieve - not the performance of a particular box as configured and loaded with all sorts of junk - and openssl without "-elapsed" displays that better than with "-elapsed".  If you care about maximizing AES performance, then dump all the process and applications running in the background, tune the OS (such as for example highly minimize context switching), build the application for the hardware - and now we're getting closer to achieving maximum performance possible - and this is what openssl without "-elapsed" can give us an idea of today before engaging in investing in a hardware platform.  Heck, if one wanted to, you could go further and dump the OS altogether and write an application that boots and runs natively on the hardware itself but in many cases that would be non-trivial costs for that last mile of performance - but it's doable.

                              You seem to be more interested in performance of A GIVEN SYSTEM built for general purpose - which by the way is perfectly valid and what most pfsense users are after, but it's just not what I'm after in trying to get a good idea of the top performing hardware.  Indeed, as you suggest by your tests you are seeing a difference of ~20fold - a big difference and hence why AES-NI offers a big gain in performance - if you can harness it properly.

                              1. regarding unloading aesni, try instead invoking openssl with and without "-evp".  Like I showed you, the actual OpenSSL source (when invoked using -evp) invokes the actual AES-NI CPU instructions.  Then consult the version of openssl you are using and your hardware platform against the source code to see whether the AES-NI instructions are being invoked directly.  Here is a link: https://github.com/openssl/openssl/blob/master/crypto/aes/asm/
                              1 Reply Last reply Reply Quote 0
                              • V
                                VAMike
                                last edited by

                                @aesguy:

                                1. I am interested in top performance possible for given hardware.  "-elapsed" is not useful in that regarding because it measures the typical performance on that box given everything in place.

                                Well, that's not what you're measuring in your results. You're measuring the time the application spends talking to the kernel to ask for encryption services, and not counting at all the time spent doing encryption. If that's really what you want that's great, but it's a number with no utility whatsoever.

                                In your case, not only are your tests including things like other applications and processes running (and the swapping in and out of all those processes millions of times per second) but additionally you are running in a VM where typically the operating system itself is given limited access to the underlying hardware resources!  Of course your elapsed time ("-elapsed") is going to show drastically slower speeds - because the overhead of the operating system swapping and context switching all those applications and processes AND other operating system instances are all coming into play!!  You are not only swapping out all the processes millions of times per second, but in your case, your operating system running in a VM itself is causing overhead!  Naturally if your system running other applications AND operating systems then your "-elapsed" is going to show radically different results.

                                You're simply confused here. The difference isn't system load, it's whether you're actually measuring the time spent doing crypto or not. If you were not using cryptodev then elapsed would be telling you what you think it is–as it is in the cases I showed where the aesni module is unloaded or in the GCM case. Those are valid uses of the defaults, and do show actual cpu time and are worth considering. To put this a different way, -elapsed is usually a less accurate measure, but in the cryptodev case it's the only way to get a measurement that's anywhere close to reality. Unloading the cryptodev aesni module and dropping -elapsed is a better solution (unless you're specifically trying to measure the performance with the aesni module.) Again, if you look at the diagnostic output and see something like "in 0.x seconds", that's bogus because it's not even close to the time spent. (And if you see that output you pretty much know it's a system with cryptodev loaded, it doesn't happen otherwise.) If you see something like "in 2.83s" then you're seeing the benefit of basing the calculation on cpu time, because that's an indication that openssl didn't get a full 3 seconds of cpu time and it's more accurate to base the bandwidth number on the amount of time it actually got. But that cpu time is going to be something pretty close to 3 seconds in any case where basing the calculation on cpu time is remotely valid.

                                You seem to be more interested in performance of A GIVEN SYSTEM built for general purpose

                                No, I'm interested in reality. The cryptodev numbers do not reflect reality. Again, look at the number of computations actually being performed, and try to understand what that means. You are looking at bogus numbers because the time used in the calculation simply does not reflect the time the cpu spends doing crypto (because it's being done in kernel space rather than user space). By ignoring the time the CPU spends doing the crypto you aren't getting a better understanding of the performance characteristics of the hardware, you're simply making an incorrect calculation.

                                • which by the way is perfectly valid and what most pfsense users are after, but it's just not what I'm after in trying to get a good idea of the top performing hardware.  Indeed, as you suggest by your tests you are seeing a difference of ~20fold - a big difference and hence why AES-NI offers a big gain in performance - if you can harness it properly.

                                The other thing you seem to not understand is that openssl uses the AES-NI instructions without using cryptodev. If you unload the aesni module on your hardware and run with and without -evp you'll see a significant difference, one that's real rather than one that's an interpretation error, and that difference is the use of the AES-NI instructions. Or focus entirely on the GCM results, which don't get screwed up by cryptodev.

                                1 Reply Last reply Reply Quote 0
                                • A
                                  aesguy
                                  last edited by

                                  You're measuring the time the application spends talking to the kernel to ask for encryption services

                                  OpenSSL isn't "talking to the kernel" per se - but rather the kernel gives the process running openssl small slices of time with the CPU and memory etc and feeds them openssl's instructions.  And more importantly, openssl -evp on many architectures supports the native instructions for the specific architecture in use.  On those supported architectures, it is NOT "asking for encryption services" - it knows the low-level CPU AES-NI instructions appropriate for that CPU and calls those.  This is the 3rd time I'll provide the link to the source code, these are the ARMv8 assembly instructions: https://github.com/openssl/openssl/blob/master/crypto/aes/asm/aesv8-armx.pl

                                  Out of that, you'll see for example the AES CBC encrypt instructions:

                                  $code.=<<___;
                                  	subs	$len,$len,#16
                                  	mov	$step,#16
                                  	b.lo	.Lcbc_abort
                                  	cclr	$step,eq
                                  	cmp	$enc,#0			// en- or decrypting?
                                  	ldr	$rounds,[$key,#240]
                                  	and	$len,$len,#-16
                                  	vld1.8	{$ivec},[$ivp]
                                  	vld1.8	{$dat},[$inp],$step
                                  	vld1.32	{q8-q9},[$key]		// load key schedule...
                                  	sub	$rounds,$rounds,#6
                                  	add	$key_,$key,x5,lsl#4	// pointer to last 7 round keys
                                  	sub	$rounds,$rounds,#2
                                  	vld1.32	{q10-q11},[$key_],#32
                                  	vld1.32	{q12-q13},[$key_],#32
                                  	vld1.32	{q14-q15},[$key_],#32
                                  	vld1.32	{$rndlast},[$key_]
                                  	add	$key_,$key,#32
                                  	mov	$cnt,$rounds
                                  	b.eq	.Lcbc_dec
                                  	cmp	$rounds,#2
                                  	veor	$dat,$dat,$ivec
                                  	veor	$rndzero_n_last,q8,$rndlast
                                  	b.eq	.Lcbc_enc128
                                  	vld1.32	{$in0-$in1},[$key_]
                                  	add	$key_,$key,#16
                                  	add	$key4,$key,#16*4
                                  	add	$key5,$key,#16*5
                                  	aese	$dat,q8
                                  	aesmc	$dat,$dat
                                  	add	$key6,$key,#16*6
                                  	add	$key7,$key,#16*7
                                  	b	.Lenter_cbc_enc
                                  

                                  As you can see, these call the ARM AES-NI instruction set (including AESE).  There is no "talking to the kernel" other than the kernel swaps the process in and out.  Perhaps you are familiar with cryptodev and so believe everything needs to go through that - but it doesn't, look at openssl itself and when -evp is used.  The above instructions are where openssl ends up when it detects ARMv8 architecture and then calls ARM CPU instructions directly.

                                  The difference isn't system load, it's whether you're actually measuring the time spent doing crypto or not.

                                  I'm not talking about system load - I'm talking about the necessary overhead that the OS has to do to handle multiple processes from running multiple applications.  You don't seem to understand that there is overhead - not only are you measuring with other things running but your tests were also performed on a VM.  Hardware resources are fixed and things like VM's are really just software implementations to mimic being able to handle multiple images - but you can't multiply the CPU, the bus, the network, the RAM, etc…  Like it or not, but your measurements are being affected by other things running on your system.

                                  If you were not using cryptodev then elapsed would be telling you what you think it is-

                                  Again, on architectures that openssl supports the native AES-NI instructions, -evp does not involve cryptodev.  You can dig up what happens on your architecture: https://github.com/openssl/openssl/tree/master/crypto/aes/asm

                                  Perhaps what is confusing you in all this is that there is the cryptodev and the openssl implementations.  They are both different, and likely do not support the same architectures.

                                  To put this a different way, -elapsed is usually a less accurate measure, but in the cryptodev case it's the only way to get a measurement that's anywhere close to reality.

                                  In your case, "reality" is the specific system as configured that is being measured.  That's what I said last time - but that's different from the maximum top performance which is what I'm trying to gauge.

                                  Unloading the cryptodev aesni module and dropping -elapsed is a better solution (unless you're specifically trying to measure the performance with the aesni module.)

                                  Yes getting closer!  That's what we're trying to measure - the top performance possible for a specific hardware.  Even if that's not going to happen because say other applications need to run (as is the case in many deployed pfsense installations that run multiple functions).

                                  You are looking at bogus numbers because the time used in the calculation simply does not reflect the time the cpu spends doing crypto (because it's being done in kernel space rather than user space).

                                  Again, I believe you believe cryptodev is involved.  And on certain architectures, openssl implements the native AES-NI instruction set.  On Intel, those are AESENC, AESENCLAST, etc… - there's 7 of them, but on ARM they're AESE, etc...  Completely different CPU's, completely different instruction sets.  Really nothing to do with kernel - the kernel is there to provide operating system functionality, but in supported CPUs there's no "encryption services".

                                  The other thing you seem to not understand is that openssl uses the AES-NI instructions without using cryptodev.

                                  Wrong.  Look at the openssl source code.  On supported architectures, the AES-NI instructions are invoked directly.

                                  1 Reply Last reply Reply Quote 0
                                  • V
                                    VAMike
                                    last edited by

                                    @aesguy:

                                    You're measuring the time the application spends talking to the kernel to ask for encryption services

                                    OpenSSL isn't "talking to the kernel" per se - but rather the kernel gives the process running openssl small slices of time with the CPU and memory etc and feeds them openssl's instructions.

                                    No, you're quite simply wrong. openssl on pfsense opens /dev/crypto and offloads the AES CBC routines if a kernel module supporting AES CBC is loaded. That's why the performance changes so dramatically when you load and unload that module. That's why the performance is so bad on small blocks, it has to send each block up through the kernel and back. I even walked through step by step how to demonstrate that.

                                    And more importantly, openssl -evp on many architectures supports the native instructions for the specific architecture in use.

                                    Yes, except that the implementation on pfsense will ignore the built-in routines in the presence of a /dev/crypto that reports AES capability. "openssl engine -t -c" will show whether openssl has detected such.

                                    If you were not using cryptodev then elapsed would be telling you what you think it is-

                                    Again, on architectures that openssl supports the native AES-NI instructions, -evp does not involve cryptodev.

                                    If that were true, then unloading the module would have no effect, right? But it does. "truss openssl speed -evp aes-128-cbc |& grep /dev/crypto". You can also take a look at the number of ioctls with and without the cryptodev stuff to see openssl passing the blocks off to the kernel one by one. (grep ioctl instead of grep /dev/crypto and be prepared for a lot of output) https://github.com/pfsense/FreeBSD-src/blob/devel/crypto/openssl/crypto/engine/eng_cryptodev.c is the code implementing cryptodev support, including support for evp mode (look for the "EVP" functions).

                                    1 Reply Last reply Reply Quote 0
                                    • A
                                      aesguy
                                      last edited by

                                      Unfortunately we've strayed far from the overall goal - to roughly measure top performance possible of various AES-NI implementations.  You are missing the point that I want to roughly measure this.  I don't care about -elapsed simply because it adds in various other factors which distorts or does not give good idea of the maximum performance possible.  For example:

                                      openssl on pfsense opens /dev/crypto and offloads the AES CBC routines if a kernel module supporting AES CBC is loaded. That's why the performance changes so dramatically when you load and unload that module. That's why the performance is so bad on small blocks, it has to send each block up through the kernel and back.

                                      I'm not interested in various factors due to a kernel implementation or design of cryptodev.  The fact that data is being copied back and forth from userspace to kernel affects performance in non-trivial amounts.  Who says everything has to be the cryptodev-way?  And in that respect, openssl without "-elapsed" offers a much better indication of maximum possible performance for a particular piece of hardware.

                                      1 Reply Last reply Reply Quote 0
                                      • A
                                        aesguy
                                        last edited by

                                        VAMike,

                                        You've provided several AES-128-CBC results but any chance you can provide the results for AES-256-CBC (along with box info)?

                                        openssl speed -evp aes-256-cbc
                                        
                                        1 Reply Last reply Reply Quote 0
                                        • A
                                          aesguy
                                          last edited by

                                          RMB,  thanks for the info but unfortunately run with "-elapsed", can you rerun without "-elapsed"?

                                          openssl speed -evp aes-256-cbc
                                          
                                          1 Reply Last reply Reply Quote 0
                                          • A
                                            aesguy
                                            last edited by

                                            Updated table for "openssl speed -evp aes-256-cbc":

                                            8192BYTES	BOX	CPU	USERNAME	LINK
                                            170926276.61k	unknown (China)	gen 5 i5	Koenig	
                                            150749577.22k	Microserver Gen 8	ESXi 6.0	biggsy	
                                            91090845.70k	Zotac ZBOX ID92	Core i5 4570T	highwire	
                                            48454172.67k	SuperMicro Board: X11SBA-LN4F	Intel N3700	Engineer	
                                            48351936.51k	SuperMicro 2758	Intel(R) Atom(TM) CPU C2758 @ 2.40GHz 8 CPUs	AR15USR	
                                            42008576.00k	Gigabyte GA-N3150N-D3V board	Celeron N3150 with AES-NI		https://forum.pfsense.org/index.php?topic=108119.0
                                            32321306.62k	SuperMicro 2758	Intel(R) Atom(TM) CPU C2758 @ 2.40GHz 8 CPUs	AR15USR	
                                            32267479.72k	Supermicro	Intel N3700	Engineer	
                                            29080158.21k	hp microserver gen 8	Xeon 1265Lv2	iorx	
                                            27986842.97k	Gigabyte GA-N3150N-D3V	Celeron N3150 with AES-NI		https://forum.pfsense.org/index.php?topic=105114.msg601520#msg601520
                                            24435715.51k	unknown (China)	gen 5 i5	Koenig	
                                            24345837.57k	Lanner FW-7525D	Quad-core Atom C2558 @ 2.40GHz	RMB	
                                            24332468.22k	Netgate SG-4860  	Intel(R) Atom(TM) CPU C2558 @ 2.40GHz 4 CPUs	bytesizedalex	
                                            19462619.14k	SuperMicro 2758	Intel(R) Atom(TM) CPU C2758 @ 2.40GHz 8 CPUs	AR15USR	
                                            18390712.32k	AM1	Athlon 5370	W4RH34D	
                                            14241549.52k	pfSense SG-2440	Dual-core Atom C2358 @ 1.74GHz	RMB	
                                            7123763.20k	Raspberry Pi 3	ARMv7l		
                                            405686.95k	Intel i7-4510U + 2x Intel 82574 + 2x Intel i350 Mini-ITX Build			https://forum.pfsense.org/index.php?topic=115627.msg646395#msg646395
                                            230708.57k	ci323 nano u	Celeron N3150 with AES-NI w/ -engine cryptodev		https://forum.pfsense.org/index.php?topic=115673.msg656602#msg656602
                                            217617.75k	RCC-VE 2440	Intel Atom C2358		https://forum.pfsense.org/index.php?topic=91974.0
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