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[ "You can use rpath=$ORIGIN, but you need to link your submission library against any 3rd party libraries that are required. For example:\r\n\r\nset (CMAKE_SHARED_LINKER_FLAGS \"-Wl,-rpath,$ORIGIN\")\r\nadd_library (frvt_11_null_001 SHARED nullimplfrvt11.cpp)\r\ntarget_link_libraries(frvt_11_null_001 thirdpartylib1.so thirdpartylib2.so thirdpartylib3.so)\r\n", "I have a model folder 'my_model' stored in ./lib \r\nBut when I apply the codes above in the CMakeLists.txt in nullImpl folder\r\n\r\nset (CMAKE_SHARED_LINKER_FLAGS \"-Wl,-rpath,$ORIGIN\")\r\nadd_library (frvt_11_null_001 SHARED nullimplfrvt11.cpp)\r\ntarget_link_libraries(frvt_11_null_001 ${OpenCV_LIBS} ${PYTHON_LIBRARIES} my_model)\r\n\r\nIt gives an error while compiling with './scripts/build_null_impl.sh':\r\n/usr/bin/ld: cannot find -lmy_model\r\n\r\nBasically my embedded Python codes are calling the model directory to load into Tensorflow.\r\n", "This GitHub isn't intended for helping you learn Cmake :/\r\nUnless libmy_model.so is a library, you don't need to add it to link libraries." ]

"2020-03-23T13:03:55"

"2022-10-28T18:33:12"

"2020-03-23T17:02:11"

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[ "The validation package contains these edge-case images to make sure your algorithm doesn't crash. The validation script will only output a warning message for the images that didn't not successfully generate a template, but it will proceed to generate a submission package. The warnings outputted are for your information in case you detect unexpected behavior.", "@anguoyang Per the API: [https://pages.nist.gov/frvt/api/FRVT_ongoing_11_api_4.0.pdf], section 4.4.3, even when unable to extract features (and you return a non-successful return code), the output shall be a template that may be passed to the matchTemplates() function without error. That is, this routine must internally encode \"template creation failed\" and the matcher must transparently handle this.", "@mlngan thank you, now it works.\r\nAnother minor question, can we put the .so file into config directory? most .so files are in ./lib , but there is also a .so file loaded with model files during initialization, could we put that .so into config directory? or we MUST put all .so into ./lib? currently we put it into config and run successfully and generated the package", "@anguoyang Your primary libfrvt_11_xxx_xxx.so file needs to go into the ./lib folder. If you have libraries that are needed by your models stored in the ./config folder, those can reside in the ./config folder.", "@mlngan \r\nI have one additional .so file of only 4MB in the lib/ directory in addition to libfrvt_11_xxx_xxx.so. Will that be acceptable as a valid submission? Or is there a hard requirement of only one file in lib directory? ", "You can have an unlimited number of files lib/\n\n\nFrom: sam7177 ***@***.***>\nDate: Wednesday, May 26, 2021 at 19:23\nTo: usnistgov/frvt ***@***.***>\nCc: Subscribed ***@***.***>\nSubject: Re: [usnistgov/frvt] All faces need to be detected before submission? (#27)\n\n@mlngan<https://github.com/mlngan>\nI have one additional .so file of only 4MB in the lib/ directory in addition to libfrvt_11_xxx_xxx.so. Will that be acceptable as a valid submission? Or is there a hard requirement of only one file in lib directory?\n\n—\nYou are receiving this because you are subscribed to this thread.\nReply to this email directly, view it on GitHub<https://github.com/usnistgov/frvt/issues/27#issuecomment-849183804>, or unsubscribe<https://github.com/notifications/unsubscribe-auth/ADVZFNOUNCVTWX3OXW62NQ3TPV7G3ANCNFSM4LRYBO3A>.\n" ]

"2020-03-23T10:14:34"

"2021-05-26T23:35:16"

"2020-03-23T12:17:39"

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[ "The code snippet with the feature vector is just an example showing one way of storing a vector of floats into a vector of uint8_t. Regardless of the number of faces contained within the Multiface (vectors of faces), your algorithm should return a single template. The template could be N number of feature vectors extracted out of N number of face images concatenated together, it could be a fusion of all your feature vectors into a single feature vector, we don't know or care about those details. \r\n\r\nPlease note that for most face images, we expect only a single face to be in the photo. In the rare event that more than one face is detected in an image, features should be extracted from the foreground face, that is, the largest face in the image.", ">> The template could be N number of feature vectors extracted out of N number of face images concatenated together, it could be a fusion of all your feature vectors into a single feature vector, we don't know or care about those details.\r\n\r\nDo faces contained within the Multiface belong to the same person @mlngan?\r\nThis information is very important to be clear because I can fuse all feature vectors into a single feature vector of the same person only.", "Yes, all faces contained within the Multiface will belong to the same person." ]

"2020-03-16T09:35:50"

"2021-06-01T12:26:08"

"2020-03-16T12:08:54"

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[ "Correct, we only accept CPU-based algorithms now. Yes, the processors we use support AVX2." ]

"2020-03-13T09:11:17"

"2020-03-13T12:08:28"

"2020-03-13T12:08:28"

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[ "Hey, I have a similar problem where I'm not able to link against 3rdparty libraries. How did you solve it? Can you help?", "I set environment variable outside like: env LD_LIBRARY_PATH=lib ./scripts/run_testdriver.sh\r\nNot sure how NIST handle this, though.", "What I did to get rid of that problem is to link against 3rdpart libraries statically. " ]

"2020-02-27T13:43:45"

"2021-02-01T22:24:45"

"2020-03-04T20:03:36"

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[ "I don't have an example. Version.txt should contain vendor-specific information on the specific algorithm that is being sent for testing.", "Thanks for the help.", "@kotbegemot have you solved it? it is Okay that just put, for example 1.0.0 in the first line of Version.txt? @mlngan ", "yes - the information is supposed to keep track of the version of your algorithm submitted." ]

"2020-02-18T10:57:03"

"2020-03-25T11:21:45"

"2020-02-18T15:36:49"

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[ "If the additional thread from mxnet isn't doing any work, it should be fine. We will assess the threading situation on a case-by-case basis.", "Thanks for the help." ]

"2020-02-18T10:54:19"

"2020-02-18T15:49:27"

"2020-02-18T15:34:35"

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[ "If you need to build your libraries with gcc 5, have you tried building your libraries using devtoolset and running it on our standard CentOS 7.6 image?", "I checked on CentOS 7 there is DevTools-7. https://www.softwarecollections.org/en/scls/rhscl/devtoolset-7/\r\nI found a workaround we learned how to build gcc 4.9.2 .\r\ncan the project be compiled by gcc 4.9.2 and submitted to the competition ?", "If your submission is built with devtoolset and runs on the CentOS 7.6 image on our validation package, it should be fine.", "Thanks for the help." ]

"2020-02-10T18:35:31"

"2020-02-18T15:48:17"

"2020-02-18T15:31:47"

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[ "@deidonum I have the same question, have you get feedback?", "You need to complete the Application Form and send it to us. Please email us when you do. You can send your algorithm at any time. We will not evaluate it unless we receive the completed Application Form." ]

"2020-01-30T10:39:29"

"2020-03-16T12:26:17"

"2020-03-16T12:26:17"

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[ "Hi ML,\r\n\r\nCan you tell us where is the broken link? If it is in the API document, which API document? or if is in the website, which page were you visited? Thank you.\r\n\r\nNIST", "ML - the ISO link referenced from the validation package README file works for me - http://nigos.nist.gov:8080/evaluations/CentOS-7-x86_64-Everything-1810.iso. Can you please try again.", "The link in the API document works for me too. This Centos ISO is not\ncustomized by NIST, and the exact same version (7.6.1810, x86_64) can be\ndownloaded from the CentOS archives:\nhttp://archive.kernel.org/centos-vault/7.6.1810/isos/x86_64/\n\nOn Thu, Dec 5, 2019 at 2:26 PM mlngan <notifications@github.com> wrote:\n\n> ML - the ISO link referenced from the validation package README file works\n> for me -\n> http://nigos.nist.gov:8080/evaluations/CentOS-7-x86_64-Everything-1810.iso.\n> Can you please try again.\n>\n> —\n> You are receiving this because you are subscribed to this thread.\n> Reply to this email directly, view it on GitHub\n> <https://github.com/usnistgov/frvt/issues/18?email_source=notifications&email_token=AEAG2UJOR436QOOYIWLG443QXE2UDA5CNFSM4JV2UGLKYY3PNVWWK3TUL52HS4DFVREXG43VMVBW63LNMVXHJKTDN5WW2ZLOORPWSZGOEGBPE4A#issuecomment-562229872>,\n> or unsubscribe\n> <https://github.com/notifications/unsubscribe-auth/AEAG2ULWCLZIMUS3OPLRNRDQXE2UDANCNFSM4JV2UGLA>\n> .\n>\n\n\n-- \n\n-- Felipe\n", "The link works for me if I remove port number:\r\nhttp://nigos.nist.gov/evaluations/CentOS-7-x86_64-Everything-1810.iso\r\n\r\nThanks everyone!" ]

"2019-12-05T14:42:55"

"2019-12-05T20:48:21"

"2019-12-05T20:48:20"

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[ "Have you tried building your libraries using devtoolset (gcc 4.9.2), and running it on our standard CentOS 7.6 image (gcc 4.8.5)?", "Thanks for the advice. I was able to successfully build the library on g++ 4.9.2 and use it with g++ 4.8.5. I think the issue can be closed." ]

"2019-08-09T13:44:43"

"2019-08-14T16:19:50"

"2019-08-14T16:19:50"

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[ "For timing, we call 1) initialize() 2) createTemplate() with single image inputs multiple times. Initialize isn't called again after the first call to createTemplate().", "Hi @mlngan \r\n\r\nIf a few of the samples take more than 1500 ms for template creation, would it mean the template computation would be terminated abruptly or does it mean template would be computed but not considered for the scoring?\r\n\r\nConsider if 10 samples are taking 1510 ms for template creation due to some issue, will those 10 samples be considered in scoring process or not?\r\n\r\nThanks,\r\nVinayak", "During our timing test, we look at the median timing value across the total number of template creation invocations. If the median value is more than 1500ms, we will notify you to fix the issue. If it is less than or equal to 1500ms, we will proceed with evaluation.", "Thank you so much! Got it." ]

"2019-07-01T09:00:52"

"2023-12-12T04:42:53"

"2019-07-02T11:59:03"

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[ "I just tried it this morning, and it works. Please try again." ]

"2019-06-19T08:49:06"

"2019-06-19T13:12:33"

"2019-06-19T13:12:33"

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[ "You need to sign separate participation agreements for 1:1 versus 1:N.", "Currently we are going to participate in **1:N** and already signed and sent by post the signed document https://www.nist.gov/sites/default/files/documents/2019/04/22/frvt_1n_participation_agreement.pdf (the one that is mentioned on 1:N page). \r\n\r\nAs we need to pass some 1:1 thresholds, do we need to **additionally** sign and send the document mentioned on **1:1** page (we don't want participate in 1:1, at least for now) https://www.nist.gov/sites/default/files/documents/2016/12/15/frvt_participation_agreement.pdf ?", "As published on our 1:N website:\r\nIn order to participate in FRVT 1:N, participants must submit at least one algorithm to the FRVT 1:1 track, and its accuracy must exceed at least one of the following:\r\n\r\nVisaMC dataset: FNMR of 0.025 or less at FMR=0.0001 OR\r\nMugshot dataset: FNMR of 0.025 or less at FMR=0.00001\r\n\r\nOnce an organization submits a 1:1 algorithm that exceeds the minimum accuracy requirements, that organization may submit algorithms to the 1:N track thereafter.", "hi @mlngan ,\r\nas your mentioned, in order to participate FRVT 1:N, the FRVT 1:1 accuracy must pass some requirements. But I find that NEC performs very well on the FRVT 1:N leaderboard, but they are empty from FRVT 1:1 leaderboard. \r\nHow was it? thank you.", "Hi - we removed the 1:1 submission requirement in order to participate in 1:N some time ago, so developers can submit directly to the 1:N track if they choose." ]

"2019-06-13T08:41:52"

"2022-10-03T12:53:46"

"2019-06-13T12:54:12"

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[ "They are using “soft” words, but you have to fix.\n\nEm qua, 12 de jun de 2019 às 05:31, Riccardo Gallina <\nnotifications@github.com> escreveu:\n\n> [WARNING] We've detected that your software may be threading or using other multiprocessing\n> techniques during template creation. The number of threads detected was ... and it should be 2.\n> Per the API document, implementations must run single-threaded. In the test environment, there\n> is no advantage to threading, because NIST will distribute workload across multiple blades and\n> multiple processes. We highly recommend that you fix this issue prior to submission.\n>\n> I currently get this warning because my application seems to spawn extra\n> threads. If I use ps aux | grep validate11 instead of top -H -b -n1 |\n> grep validate11, I get only 2 active processes.\n>\n> From the documentation it is not completely clear if this is an actual\n> problem and must be fixed before submitting or it simply states that it\n> won't give me any advantage during the real test procedure (therefore it's\n> not mandatory to get fixed).\n>\n> Any extra clarification would be very appreciated.\n>\n> —\n> You are receiving this because you are subscribed to this thread.\n> Reply to this email directly, view it on GitHub\n> <https://github.com/usnistgov/frvt/issues/12?email_source=notifications&email_token=AC4DLD7DD33THK7J4FRRDWDP2CX4ZA5CNFSM4HXGR5GKYY3PNVWWK3TUL52HS4DFUVEXG43VMWVGG33NNVSW45C7NFSM4GY76TUA>,\n> or mute the thread\n> <https://github.com/notifications/unsubscribe-auth/AC4DLD6CAEB5UR6SIGEIIXDP2CX4ZANCNFSM4HXGR5GA>\n> .\n>\n-- \nSent from Gmail Mobile for iPhone\n", "@gasgallo the \"top -H\" command that we're using counts individual threads being used by the program, where as your \"ps\" command is counting processes. \r\n\r\nWe distribute workload across multiple processes (and multiple blades). The intent of not allowing threading is to prevent unnecessary thrashing. More importantly, we measure timing and to accomplish a fair timing benchmark, we don't allow threading with the intent to speed up processing. Please note that during timing, we lock all threads to using a single CPU, so if your submission ends up taking more than 1 second to generate a single template on a single CPU core, your algorithm will not be accepted for testing.\r\n\r\nWith that said, we've encountered instances where developers have used third party libraries (such as Tensorflow) that spawn one or two idle threads that don't actually do anything. We will assess those on a case by case basis, but we highly recommend that you make every effort to not thread in your software.", "Hi, same warning here, \r\nWhen I use `top -H -b -n1 | grep validate11` it shows max upto 6 processes, but only one of them is running at a time, rest are sleeping \r\n\r\nOutput of above command returns (Only one thread is running(R) at a time)\r\n16459 centos 20 0 579936 313696 5972 R 99.9 2.1 7:44.46 validate11\r\n16461 centos 20 0 579936 313696 5972 S 6.7 2.1 2:20.65 validate11\r\n16030 centos 20 0 280684 129720 25536 S 0.0 0.9 0:52.19 validate11\r\n16460 centos 20 0 579936 313696 5972 S 0.0 2.1 0:00.00 validate11\r\n\r\n@mlngan I tried a lot to control threads in tensorflow, but could not get lower than 6 threads, Can it be accepted ?", "We have received submissions that have been able to get the Tensorflow threads down to one or two, so please look again.", "@Nawal-Singh-666 Did you find the solution controlling threads in tensorflow? ", "In TensorFlow, you can restrict the number of threads to 1 by setting the value of num_threads to 1 in the following two functions\r\ntf.config.threading.set_inter_op_parallelism_threads(\r\n num_threads\r\n)\r\ntf.config.threading.set_intra_op_parallelism_threads(\r\n num_threads\r\n)", "inter and intra _op_parallelism_threads set the number of threads to N, where N is the number of cores.", "I also got this warning even though i already set thread count to 1. However, the frameworks (MNN and TVM) i'm using still spawn 12 threads but only 1 is active. In this case, is it ok to submit like this?" ]

"2019-06-12T08:31:07"

"2023-11-04T09:02:05"

"2019-06-12T13:34:27"

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[ "For any software dependencies your algorithm requires, you need to provide them (the libraries themselves) in your submission under the ./lib folder.", "hi @mexeniz, @mlngan \r\nhow did you handle the libraries needed by third-party libraries?\r\nfor example: \r\nset (CMAKE_SHARED_LINKER_FLAGS \"-Wl,-rpath,$ORIGIN\")\r\nadd_library (frvt_11_null_001 SHARED nullimplfrvt11.cpp)\r\ntarget_link_libraries(frvt_11_null_001 libdc1394.so.22 thirdpartylib2.so ...)\r\nWe can submit libdc1394.so.22 in ./lib folder but libdc1394.so.22 also call to some other libs like: libraw1394.so.0.1 ,... .\r\nHow did you handle these cases? Thank you in advance" ]

"2019-06-10T09:20:49"

"2020-08-04T15:48:28"

"2019-06-10T15:07:30"

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[ "You may place those files in ./config or perhaps a better place for them would be ./lib. Please keep in mind ./config will be a READ-ONLY directory." ]

"2019-05-29T11:01:57"

"2020-04-29T18:36:56"

"2019-05-29T18:15:36"

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[ "Please follow the instructions documented in the README.txt file. You should run ./run_validate_11.sh, and that will link your library against the validation test driver. Please also ensure you clone the entire master frvt repo, because all validation packages will have dependencies on the global common folder.", "@mlngan thanks for your help\r\n\r\nIn document: config/ -contains all configuration and developer-defined data, e.g., trained models\r\nI follow readme and get this error when I run ./run_validate_11.sh:\r\nDetection of hard-coded config directory in your software. Please fix!\r\n\r\nWhat is config ?\r\n\r\nThanks", "The config directory is a folder that should contain any data you need to initialize your algorithm with during a call to initialize(). Our test driver will make a call to initialize() prior to any calls to createTemplate() or match(). The actual path of the config directory is passed to you as an input parameter to initialize(). The error you're encountering means you potentially have \"./config\" hard-coded somewhere in your software. Instead, you should be reading your configuration data from the path that's passed into initialize().", "@mlngan thank for your answer\r\nI do not hard-coded config in source code, I create config folder then run ./run_validate_11.sh and get error:\r\nChecking for hard-coded config directory scripts/run_testdriver.sh: line 70: 14217 Segmentation fault (core dumped) bin/validate11 createTemplate -x enroll -c $tempConfigDir -o $outputDir -h $outputStem -i $inputFile -t $numForks -j $templatesDir\r\n[ERROR] Detection of hard-coded config directory in your software. Please fix!\r\n\r\nThanks", "@kimchicanh - in 11/scripts/run_testdriver.sh, please comment out lines 62, 65-81 and re-run ./run_validate_11.sh and see if you still get the seg fault." ]

"2019-04-24T06:17:25"

"2019-05-02T15:09:11"

"2019-04-24T13:27:40"

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[ "I can confirm no such issue here.\r\n\r\nMy guess is that exit is avoiding the issue of running some destructors or killing some threads, which would be handled (and possibly fail) with the return method.", "@svarjo how did you solve this problem? I got into the same as you are. child process does not return anything ( no bug) and that is why the whole process is suspended.", "@quocnhat - If I recall right it was some release bug on our side of code. Maybe it is a good idea to verify memory usage with some tool such as AddressSanitizer or Valgrind." ]

"2019-01-24T10:22:17"

"2020-07-23T04:50:42"

"2020-03-16T12:26:50"

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"2018-12-06T14:21:25"

"2018-12-07T23:33:01"

"2018-12-07T23:33:01"

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[ "A check has been added for the size of the quality vector. " ]

"2018-10-03T08:39:32"

"2018-10-03T13:48:03"

"2018-10-03T13:48:02"

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[ "Validation package has been updated to reflect changes to finalizeEnrollment() for phase 3." ]

"2018-09-07T09:48:01"

"2018-09-07T17:05:33"

"2018-09-07T17:05:33"

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[ "Added default statement to ReturnCode output stream operator." ]

"2017-01-23T19:16:23"

"2017-01-23T19:39:42"

"2017-01-23T19:39:42"

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