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    Pfsense hardware for home

    Scheduled Pinned Locked Moved Hardware
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    • PippinP
      Pippin
      last edited by

      AES-GCM is where AES-NI really shines, not so much AES-CBC.

      Still, AES-CBC does benefit compared to not using AES-NI, I would say, use it if have it.

      AES-GCM has that all wrapped in so there's no additional processing needed

      Yes, no separate authentication.

      I have AES-NI selected under System > Advanced > Miscellaneous > Cryptographic Hardware

      Since version 1.0+ OpenSSL automatically detects if AES-NI support is available, not any module is needed to activate it.

      When loading the aesni.ko module in WebUI, crypto will take place in kernel, not in hardware.

      When not loading the aesni.ko module in WebUI, crypto takes place on crypto hardware if there is any, not in kernel.

      But AES-GCM is not available as an option in the pfSense OpenVPN settings right now

      OpenVPN will add AES-GCM (AEAD) support in version 2.4 so pfSense has to wait until OpenVPN releases version 2.4.

      I gloomily came to the ironic conclusion that if you take a highly intelligent person and give them the best possible, elite education, then you will most likely wind up with an academic who is completely impervious to reality.
      Halton Arp

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      • G
        garyd9
        last edited by

        @Pippin:

        I have AES-NI selected under System > Advanced > Miscellaneous > Cryptographic Hardware

        …
        When loading the aesni.ko module in WebUI, crypto will take place in kernel, not in hardware.

        When not loading the aesni.ko module in WebUI, crypto takes place on crypto hardware if there is any, not in kernel.

        I'm confused about this.  Are you saying, for openVPN specifically, that turning OFF the "crypto h/w" option in pfsense results in hardware crypto working, but turning ON the h/w option in pfsense results in h/w crypto NOT working?

        Thanks
        Gary

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        • PippinP
          Pippin
          last edited by

          Yes, we talk about OpenVPN (which uses OpenSSL for the crypto part).
          And yes, that`s what I'm saying :)

          Will try to explain my findings:

          System/ Advanced/ Miscellaneous
          Cryptographic Hardware: None
          ^^^
          –- When selecting an option a kernel module gets loaded, but we don`t need
          –- it because OpenSSL will use AES-NI on SOC automatically.

          VPN/ OpenVPN/ Servers--> Edit Server
          Hardware Crypto: No Hardware Crypto Acceleration
          ^^^
          --- When selecting an option then it will set the directive "engine xxxxx" in server config file, but we
          –- dont need it because OpenSSL will use AES-NI on SOC automatically. --- If it should be selectable? Yes I think so because when theres no AES-NI on SOC available, one could
          --- possibly benefit from the kernel module that gets loaded by one of these options.
          --- In that case Cryptographic Hardware needs to be set appropriately.

          Now the test to confirm and for who is interested to compare to mine:
          Make the two settings as written above, selecting None and No Hardware Crypto Acceleration.
          For the first setting above to take immediate effect without a restart, do

          kldunload aesni.ko
          

          in console.
          Close the WebUI as it will influence the test and if can disable installed packages.
          The following however I did with packages running because didn`t feel like disabling them :)

          Then this command will tell OpenSSL to not use AES-NI support on SOC
          1.

          env OPENSSL_ia32cap=0 openssl speed -elapsed -evp aes-256-cbc
          type             16 bytes     64 bytes    256 bytes   1024 bytes   8192 bytes
          aes-256-cbc      23756.57k    28643.61k    29828.52k    75748.35k    76480.51k
          

          And then this command will tell OpenSSL to use AES-NI on SOC
          2.

          openssl speed -elapsed -evp aes-256-cbc
          type             16 bytes     64 bytes    256 bytes   1024 bytes   8192 bytes
          aes-256-cbc     125684.70k   211853.44k   244509.53k   254263.64k   256703.33k
          

          Compare 1 and 2 and see the improvement.

          Now to compare against aesni.ko loaded, do

          kldload aesni.ko
          

          This command will load the AES-NI kernel module, its the same as selecting it in the WebUI, "Cryptographic Hardware: None" but on console its more convenient as one no need to restart pfSense.
          To see if it`s loaded do

          kldstat
          

          To unload it do

          kldunload aesni.ko
          

          Do the same as in 1 and 2
          3.

          env OPENSSL_ia32cap=0 openssl speed -elapsed -evp aes-256-cbc
          type             16 bytes     64 bytes    256 bytes   1024 bytes   8192 bytes
          aes-256-cbc       4026.26k    17522.26k    56889.00k   135259.14k   218065.68k
          
          
          openssl speed -elapsed -evp aes-256-cbc
          type             16 bytes     64 bytes    256 bytes   1024 bytes   8192 bytes
          aes-256-cbc       4689.60k    17543.15k    58354.77k   136928.60k   217352.87k
          
          

          In 3 and 4 we can see that there is no difference because aesni.ko is loaded and therefore AES-NI on SOC is not used.
          We also see that 2, AES-NI on SOC gives best result.

          I gloomily came to the ironic conclusion that if you take a highly intelligent person and give them the best possible, elite education, then you will most likely wind up with an academic who is completely impervious to reality.
          Halton Arp

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          • G
            garyd9
            last edited by

            I hope you understand that I believe you, but I wanted to make sure that I understood you.  Obviously, what you describe sounds like it's working backwards.

            Enable h/w AES support and it's NOT used, but if you disable h/w AES support, then it IS used.  Backwards, right?

            In the linux world, such a kernel module would probably provide canned routines that make use of AES instructions.  Afterall, it wouldn't make much sense to have an entire kernel module just to enable the instructions.  So, the only way I can make sense of your experience is that, perhaps, the openVPN code has more efficient use of the AES instructions when compared to the canned routines in the kernel module (for the usage that openVPN makes of them) (assuming my guess on what the module does is correct.)  Of course, THAT doesn't make sense either, because even poorly written canned routines using AES should perform at a significantly different speed than no use of AES-NI to begin with.

            Is the AES-NI kernel module just an emulator and not really h/w support?

            I wonder if the same backwards behavior occurs with IPSec..  (I haven't configured VPN yet, so haven't had a chance to play with it.)

            Sadly, I'm not familiar with BSD-based kernels whatsoever, so I can't really contribute anything more than startled exclamations and questions based on knowledge of a different platform.

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            • PippinP
              Pippin
              last edited by

              @garyd9:

              I hope you understand that I believe you, but I wanted to make sure that I understood you.  Obviously, what you describe sounds like it's working backwards.
              Enable h/w AES support and it's NOT used, but if you disable h/w AES support, then it IS used.  Backwards, right?

              I think the thing to understand is that there is nothing needed to enable AES-NI support because OpenSSL will detect/support it automatically.
              It`s possible that the built-in code in OpenSSL is doing a better job then the kernel module.
              An answer I got a while back from a OpenVPN dev:
              –Using AES-NI via kernel cryptodev is almost always a bad idea - because
              --it is much slower than just using the same AES-NI instructions in openssl
              --userland ("same CPU opcodes, less jump-to-kernel-and-back").

              --So "just don't do that"..."

              the openVPN code has more efficient use of the AES instructions…........
              .............
              Of course, THAT doesn't make sense either

              It`s actually the OpenSSL code, OpenVPN just makes a call and gets a encrypted/decrypted buffer back.
              But i think it can make sense, see "same CPU opcodes, less jump-to-kernel-and-back"

              Is the AES-NI kernel module just an emulator and not really h/w support?

              About deeper/inner workings my knowledge is limited, only just about seeing the big picture and my results.
              Most of it is from trying out myself and trying to filter correct from incorrect info from reading.

              I wonder if the same backwards behavior occurs with IPSec..

              Never used IPsec, it doesn`t see userland i think? That could possibly mean aesni.ko needs to be loaded?
              If IPsec requires aesni.ko module and one also uses OpenVPN then i can imagine that OpenVPN performance is, to some degree, degraded, crypto-wise.
              I would think so because when aesni.ko is loaded the OpenSSL built-in engine is not used.

              One can repeat the above test and see what works best…

              I gloomily came to the ironic conclusion that if you take a highly intelligent person and give them the best possible, elite education, then you will most likely wind up with an academic who is completely impervious to reality.
              Halton Arp

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              • P
                Paint
                last edited by

                Im sorry Pippin, I know you are trying to help here…. but I want to make sure a future pfSense user is not confused by this thread.

                This is correct as of pfSense 2.3.2:

                • OpenVPN will not show a large benefit from AES-NI until the next version of OpenVPN

                • AES-NI should be enabled via the pfSense GUI so that the kernel module is loaded.

                • IPsec VPNs will show a speed improvement with AES-NI enabled,if your processor supports it.

                • OpenVPN will not be slower if AES-NI is enabled.

                • OpenSSL will still be able to use AES-NI with the kernel modules loaded - its not an either or situation.

                pfSense i5-4590
                940/880 mbit Fiber Internet from FiOS
                BROCADE ICX6450 48Port L3-Managed Switch w/4x 10GB ports
                Netgear R8000 AP (DD-WRT)

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                • G
                  garyd9
                  last edited by

                  @Paint:

                  • OpenVPN will not be slower if AES-NI is enabled.

                  Based on the data above, that's a false statement.  His tests show openVPN performing SLOWER when then AES-NI module is loaded (enabled in pfSense) when compared to it NOT being loaded.

                  @Paint:

                  • IPsec VPNs will show a speed improvement with AES-NI enabled,if your processor supports it.

                  Is it?  Has that statement been verified recently?  Sure, it seems reasonable to assume IPSec would be faster with AES-NI enabled, but it ALSO seems reasonable to assume that enabling AES-NI would help, not hinder, openVPN (which Pippen shows is false.)

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                  • M
                    mauroman33
                    last edited by

                    I did the test suggested by Pippin
                    These are the results:

                    System/ Advanced/ Miscellaneous
                    Cryptographic Hardware: AES-NI CPU-based Acceleration

                    openssl speed -elapsed -evp aes-256-cbc
                    type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                    aes-256-cbc      4872.05k    18312.96k    59575.30k  138123.61k  219373.57k

                    System/ Advanced/ Miscellaneous
                    Cryptographic Hardware: None

                    openssl speed -elapsed -evp aes-256-cbc
                    type            16 bytes    64 bytes    256 bytes  1024 bytes  8192 bytes
                    aes-256-cbc    155467.39k  211837.63k  244339.11k  254131.88k  256329.17k

                    1 Reply Last reply Reply Quote 0
                    • PippinP
                      Pippin
                      last edited by

                      Thanks @mauroman33, that seems to confirm it once more.

                      @Paint:

                      Im sorry Pippin, I know you are trying to help here…. but I want to make sure a future pfSense user is not confused by this thread.

                      Glad to help and Im trying to take away confusion, for myself too, I not understand/know it all ;) If you have data showing otherwise, test method described and better explanations, maybe clear up the mystic. To me its a complex thing to understand, especially having no background (at all) in IT whatsoever.

                      This is correct as of pfSense 2.3.2:

                      • 1. OpenVPN will not show a large benefit from AES-NI until the next version of OpenVPN

                      • 2. AES-NI should be enabled via the pfSense GUI so that the kernel module is loaded.

                      • 3. IPsec VPNs will show a speed improvement with AES-NI enabled,if your processor supports it.

                      • 4. OpenVPN will not be slower if AES-NI is enabled.

                      • 5. OpenSSL will still be able to use AES-NI with the kernel modules loaded - its not an either or situation.

                      First part is not true, see my results.
                      The way i understand it the culprit is hashing not supported on hardware crypto, having bigger impact on performance.
                      Second part yes, it will improve even more when OpenVPN 2.4 is ready due to support for AES-GCM which has the hashing included, so to speak.
                      AES-GCM is not debated here though and would not be correct to compare to AES-CBC for the latter test not includes the hashing.
                      To test including hashing one could do: openssl speed -evp aes-256-cbc-hmac-sha1

                      But just do test 1 and 2 exactly as above, one will see the improvement.

                      Statement in itself is correct to get the aesni.ko module loaded but only for in kernel crypto which is less performing compared to using AES-NI on the SOC.
                      Understand the difference between kernel and userland…..which I don`t fully :)

                      I`ll stay away from IPSec, no experience.

                      I assume you mean when AES-NI module (aesni.ko) is loaded?
                      On a system under load, it`s better to use AES-NI on SOC (hardware acceleration), looks kind of logical to me.
                      Meaning not selecting anything in WebUI.

                      Yes, it will.
                      But the question is: Is crypto performance better using aesni.ko or handled by OpenSSLs built-in code for hardware crypto device support. My results show, better use OpenSSLs built-in code in case AES-NI on SOC is supported.
                      Also think about a system under load using CPU power that cannot be used for crypto, then better use crypto hardware.

                      I gloomily came to the ironic conclusion that if you take a highly intelligent person and give them the best possible, elite education, then you will most likely wind up with an academic who is completely impervious to reality.
                      Halton Arp

                      1 Reply Last reply Reply Quote 0
                      • S
                        Stewart
                        last edited by

                        @Pippin and @mauroman33

                        Have a look at the results I found while testing on an APU1D and an APU2C4, especially the heatmap in the attachment and particularly the APU2C4.
                        https://forum.pfsense.org/index.php?topic=106444.msg646667#msg646667

                        Enabling the aes-ni in the GUI has tremendous impact, usually negatively, on the new unit.  For example:

                        
                        openssl speed -elapsed -evp aes-128-cbc
                        Without aes-ni:   116,857.16 	 167,172.30 	 205,183.44 	 216,286.74 	 219,179.69 
                        With aes-ni:            1,455.86 	     5,778.35 	   21,179.49 	   64,385.85 	 158,815.65 
                        openssl speed -elapsed -evp aes-256-cbc
                        Without aes-ni:   96,810.10 	 129,034.06 	 150,190.10 	 156,638.07 	 158,143.28 
                        With aes-ni:          1,404.00 	 5,528.13 	 19,735.86 	 55,687.85 	 119,758.85 
                        
                        

                        I guess I'm only adding to the confusion.  I would expect the encryption to work better with aes-ni loaded, but it definitely doesn't appear to.

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                        • M
                          mauroman33
                          last edited by

                          Also the following test seems to be affected by that setting.

                          System/ Advanced/ Miscellaneous
                          Cryptographic Hardware: AES-NI CPU-based Acceleration

                          openvpn –genkey --secret /tmp/secret
                          time openvpn --test-crypto --secret /tmp/secret --verb 0 --tun-mtu 20000 --cipher aes-256-cbc
                          3200/27.41=116.74 Mbps OpenVPN performance (estimate)

                          System/ Advanced/ Miscellaneous
                          Cryptographic Hardware: None

                          openvpn –genkey --secret /tmp/secret
                          time openvpn --test-crypto --secret /tmp/secret --verb 0 --tun-mtu 20000 --cipher aes-256-cbc
                          3200/26.94=118.78 Mbps OpenVPN performance (estimate)

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                          • PippinP
                            Pippin
                            last edited by

                            @Stewart

                            I guess I'm only adding to the confusion.  I would expect the encryption to work better with aes-ni loaded, but it definitely doesn't appear to.

                            Yes, maybe add to confusion but you seem to confirm it again.

                            The way I understand it/picture it in my head, your result could be expected.
                            When loading the module which, for what I understand means crypto in kernel, then it boils down to what the CPU is capable of.

                            If you are willing, you could do as described in Reply: #47 and post the four results.

                            I gloomily came to the ironic conclusion that if you take a highly intelligent person and give them the best possible, elite education, then you will most likely wind up with an academic who is completely impervious to reality.
                            Halton Arp

                            1 Reply Last reply Reply Quote 0
                            • G
                              garyd9
                              last edited by

                              I'm really trying to understand what the end result of all this is:  Is AES-NI h/w "broken" in freebsd (and therefore pfsense), or do these results only impact openssl/openVPN?

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                              • MikeV7896M
                                MikeV7896
                                last edited by

                                @garyd9:

                                I'm really trying to understand what the end result of all this is:  Is AES-NI h/w "broken" in freebsd (and therefore pfsense), or do these results only impact openssl/openVPN?

                                I think these results only impact OpenSSL/OpenVPN, since it will automatically detect when AES-NI is available, while other crypto capabilities (IPSEC?) may not do so. So other things may need the kernel module to be loaded for full benefit.

                                The S in IOT stands for Security

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                                • PippinP
                                  Pippin
                                  last edited by

                                  @virgiliomi:

                                  I think these results only impact OpenSSL/OpenVPN, since it will automatically detect when AES-NI is available

                                  Yes, not only think but I'm pretty sure.

                                  while other crypto capabilities (IPSEC?) may not do so. So other things may need the kernel module to be loaded for full benefit.

                                  Yes, indeed it`s probably because IPSec is L2, but there is also a but :) in case one uses IPsec and OpenVPN simultaneously.
                                  As I wrote before, OpenVPN/OpenSSL wil not use hardware crypto device if the module is loaded.
                                  Therefore it will perform less.

                                  Since I not use IPsec, never did, I will stick to my findings and use settings as described.

                                  Edit: Forgot the simultaneous part

                                  I gloomily came to the ironic conclusion that if you take a highly intelligent person and give them the best possible, elite education, then you will most likely wind up with an academic who is completely impervious to reality.
                                  Halton Arp

                                  1 Reply Last reply Reply Quote 0
                                  • S
                                    Stewart
                                    last edited by

                                    @Pippin:

                                    @Stewart

                                    I guess I'm only adding to the confusion.  I would expect the encryption to work better with aes-ni loaded, but it definitely doesn't appear to.

                                    Yes, maybe add to confusion but you seem to confirm it again.

                                    The way I understand it/picture it in my head, your result could be expected.
                                    When loading the module which, for what I understand means crypto in kernel, then it boils down to what the CPU is capable of.

                                    If you are willing, you could do as described in Reply: #47 and post the four results.

                                    @Pippin

                                    I can run those tests on Monday but it's my understanding that setting the aes-ni in the GUI is really just loading/unloading aesni.ko.

                                    1 Reply Last reply Reply Quote 0
                                    • S
                                      switchman
                                      last edited by

                                      Here is the result of my system which does not support aes-ni.

                                      Intel(R) Celeron(R) CPU 1037U @ 1.80GHz
                                      2 CPUs: 1 package(s) x 2 core(s)

                                      env OPENSSL_ia32cap=0 openssl speed -elapsed -evp aes-256-cbc

                                      You have chosen to measure elapsed time instead of user CPU time.
                                      Doing aes-256-cbc for 3s on 16 size blocks: 8821510 aes-256-cbc's in 3.00s
                                      Doing aes-256-cbc for 3s on 64 size blocks: 2379023 aes-256-cbc's in 3.00s
                                      Doing aes-256-cbc for 3s on 256 size blocks: 606261 aes-256-cbc's in 3.00s
                                      Doing aes-256-cbc for 3s on 1024 size blocks: 334626 aes-256-cbc's in 3.00s
                                      Doing aes-256-cbc for 3s on 8192 size blocks: 42234 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(8x,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      47048.05k    50752.49k    51734.27k  114219.01k  115027.43k

                                      openssl speed -elapsed -evp aes-256-cbc

                                      You have chosen to measure elapsed time instead of user CPU time.
                                      Doing aes-256-cbc for 3s on 16 size blocks: 22248563 aes-256-cbc's in 3.01s
                                      Doing aes-256-cbc for 3s on 64 size blocks: 5986655 aes-256-cbc's in 3.00s
                                      Doing aes-256-cbc for 3s on 256 size blocks: 1515738 aes-256-cbc's in 3.00s
                                      Doing aes-256-cbc for 3s on 1024 size blocks: 382211 aes-256-cbc's in 3.00s
                                      Doing aes-256-cbc for 3s on 8192 size blocks: 47915 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    118350.80k  127715.31k  129342.98k  130461.35k  130839.89k

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                                      • PippinP
                                        Pippin
                                        last edited by

                                        Added:
                                        CPU spend on userland
                                        CPU spend on kernel/system
                                        aes-256-cbc-hmac-sha1
                                        8 threads -multi 8

                                        Command for top in second SSH window:

                                        
                                        top -s 1 -aSCHIP
                                        
                                        

                                        No module loaded:
                                        1. Run without hardware crypto support

                                        
                                        env OPENSSL_ia32cap=0 openssl speed -elapsed -evp aes-256-cbc -multi 8
                                        evp              97659.74k   117140.11k   123383.16k   307494.50k   339199.79k
                                        
                                        

                                        CPU user        99-100% on all cores
                                        CPU kernel    0-0,3% on all cores

                                        No module loaded:
                                        2. Run with hardware crypto support

                                        
                                        openssl speed -elapsed -evp aes-256-cbc -multi 8
                                        evp             618920.09k   882027.93k   1003271.00k  1041262.20k  1150214.31k
                                        
                                        

                                        CPU user        98-100% on all cores
                                        CPU kernel    0-0,3% on all cores

                                        ^^^ Compare 1 and 2. Improvement using hardware crypto support

                                        No module loaded:
                                        3. Run with hardware crypto support and hmac-sha1

                                        
                                        openssl speed -elapsed -evp aes-256-cbc-hmac-sha1 -multi 8
                                        evp             214362.25k   408669.56k   440537.10k   468988.33k   505701.81k
                                        
                                        

                                        CPU user        98-100% on all cores
                                        CPU kernel    0-0,3% on all cores

                                        ^^^ Compare 2 and 3. Decrease when including SHA1 HMAC.
                                                Compare 1 and 3. Improvement, that would be more if I could test 1 with
                                                aes-256-cbc-hmac-sha1, but it doesn`t let me.

                                        
                                        kldload aesni.ko
                                        
                                        

                                        Module loaded.
                                        4. Run with module loaded

                                        
                                        openssl speed -elapsed -evp aes-256-cbc -multi 8
                                        evp              15317.98k    62119.05k   211655.98k   516341.52k   917814.69k
                                        
                                        

                                        CPU user        1-10% on all cores
                                        CPU kernel    89-99% on all cores

                                        Module loaded.
                                        5. Run with module loaded and hmac-sha1

                                        
                                        openssl speed -elapsed -evp aes-256-cbc-hmac-sha1 -multi 8
                                        evp             244592.48k   407765.54k   444189.26k   458533.81k   501885.04k
                                        
                                        

                                        CPU user        98-100% on all cores
                                        CPU kernel    0-0,3% on all cores

                                        Compare 2 and 4. Decrease when using module.
                                        Compare 3 and 5. About the same.
                                        Compare 4 and 5. Decrease when including SHA1 HMAC.

                                        See the difference between CPU in 4 and 5.
                                        Why?

                                        I gloomily came to the ironic conclusion that if you take a highly intelligent person and give them the best possible, elite education, then you will most likely wind up with an academic who is completely impervious to reality.
                                        Halton Arp

                                        1 Reply Last reply Reply Quote 0
                                        • S
                                          Stewart
                                          last edited by

                                          @Stewart:

                                          @Pippin:

                                          @Stewart

                                          I guess I'm only adding to the confusion.  I would expect the encryption to work better with aes-ni loaded, but it definitely doesn't appear to.

                                          Yes, maybe add to confusion but you seem to confirm it again.

                                          The way I understand it/picture it in my head, your result could be expected.
                                          When loading the module which, for what I understand means crypto in kernel, then it boils down to what the CPU is capable of.

                                          If you are willing, you could do as described in Reply: #47 and post the four results.

                                          @Pippin

                                          I can run those tests on Monday but it's my understanding that setting the aes-ni in the GUI is really just loading/unloading aesni.ko.

                                          
                                          kldload aesni.ko
                                          openssl speed -elapsed -evp aes-256-cbc -multi 4
                                          evp               5616.59k    21923.05k    78318.57k   221039.27k   460087.30k
                                          
                                          kldunload aesni.ko
                                          openssl speed -elapsed -evp aes-256-cbc -multi 4
                                          evp             383593.98k   500903.62k   577343.57k   599402.27k   597577.82k
                                          
                                          

                                          Those are reproducible.

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                                          • PippinP
                                            Pippin
                                            last edited by

                                            Yeah, reproducible here too.
                                            The difference I pretty noticeable.

                                            But difficult thing to dissect.  :)

                                            I gloomily came to the ironic conclusion that if you take a highly intelligent person and give them the best possible, elite education, then you will most likely wind up with an academic who is completely impervious to reality.
                                            Halton Arp

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