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https://api.github.com/repos/usnistgov/frvt/issues/28 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/28/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/28/comments | https://api.github.com/repos/usnistgov/frvt/issues/28/events | https://github.com/usnistgov/frvt/issues/28 | 586,192,939 | MDU6SXNzdWU1ODYxOTI5Mzk= | 28 | validation script doesn't link dependency libraries | {
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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... | 2020-03-23T13:03:55 | 2022-10-28T18:33:12 | 2020-03-23T17:02:11 | NONE | null | null | null | Even if I place my 3rd party dependencies (*.so) under ./lib, the compile_and_link.sh script (invoked while running run_validate_11.sh) only takes the implementation library and I get a lot of undefined references. Am I missing something? Please help. | {
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https://api.github.com/repos/usnistgov/frvt/issues/27 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/27/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/27/comments | https://api.github.com/repos/usnistgov/frvt/issues/27/events | https://github.com/usnistgov/frvt/issues/27 | 586,090,219 | MDU6SXNzdWU1ODYwOTAyMTk= | 27 | All faces need to be detected before submission? | {
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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 inf... | 2020-03-23T10:14:34 | 2021-05-26T23:35:16 | 2020-03-23T12:17:39 | NONE | null | null | null | hi @mlngan sorry for interrupt you again.
When I run the run_validate_11.sh, it seems that all the faces need to be detected before generate the submission package, the problem is: some of the face images are actually white/black blank or too small for detection or 90 angles which is also difficult for detection, I return the "FacedetectionError" but it seems unless we detect all the face images otherwise will not generate the submission package, please correct me if I am wrong. thank you | {
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https://api.github.com/repos/usnistgov/frvt/issues/26 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/26/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/26/comments | https://api.github.com/repos/usnistgov/frvt/issues/26/events | https://github.com/usnistgov/frvt/issues/26 | 582,140,373 | MDU6SXNzdWU1ODIxNDAzNzM= | 26 | What does std::vector<float> fv mean? | {
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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 vector... | 2020-03-16T09:35:50 | 2021-06-01T12:26:08 | 2020-03-16T12:08:54 | NONE | null | null | null | In your example code in nullImplFRVT11::createTemplate:
std::vector<float> fv = {1.0, 2.0, 8.88, 765.88989};
const uint8_t* bytes = reinterpret_cast<const uint8_t*>(fv.data());
int dataSize = sizeof(float) * fv.size();
templ.resize(dataSize);
memcpy(templ.data(), bytes, dataSize);
It seems that fv represent the face feature array right? however there are multi faces(const Multiface &faces), I just wonder why only one feature array here, however for the eye coordinates, it does:
for (unsigned int i=0; i<faces.size(); i++) {
eyeCoordinates.push_back(EyePair(true, true, i, i, i+1, i+1));
}
from the parameter, it seems multi-face with only single feature array(std::vector<uint8_t> &templ), which I am really confusing, could you kindly help me? thank you
| {
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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 | NONE | null | null | null | There is no support on GPU now, does it mean that you only accept the algorithms in CPU?
by the way, what is the CPU model, especially, does it support AVX2? thank you. @mlngan | {
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https://api.github.com/repos/usnistgov/frvt/issues/24 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/24/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/24/comments | https://api.github.com/repos/usnistgov/frvt/issues/24/events | https://github.com/usnistgov/frvt/issues/24 | 572,093,998 | MDU6SXNzdWU1NzIwOTM5OTg= | 24 | library path | {
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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 ... | 2020-02-27T13:43:45 | 2021-02-01T22:24:45 | 2020-03-04T20:03:36 | NONE | null | null | null | Please explicitly set LD_LIBRARY_PATH in run_testdriver.sh so that it can be used with 3rd libraries without modification or question.
Or is it safe to use -rpath=$ORIGIN ? | {
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https://api.github.com/repos/usnistgov/frvt/issues/23 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/23/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/23/comments | https://api.github.com/repos/usnistgov/frvt/issues/23/events | https://github.com/usnistgov/frvt/issues/23 | 566,811,603 | MDU6SXNzdWU1NjY4MTE2MDM= | 23 | Example file version.txt in folder doc | {
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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... | 2020-02-18T10:57:03 | 2020-03-25T11:21:45 | 2020-02-18T15:36:49 | NONE | null | null | null | Is there an example of filling in a version.txt file in the doc folder ? | {
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https://api.github.com/repos/usnistgov/frvt/issues/22 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/22/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/22/comments | https://api.github.com/repos/usnistgov/frvt/issues/22/events | https://github.com/usnistgov/frvt/issues/22 | 566,810,021 | MDU6SXNzdWU1NjY4MTAwMjE= | 22 | A limitation of the library on a thread of execution | {
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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 | NONE | null | null | null | We use mxnet to implement machine learning.
We have made sure that mxnet does not generate a large number of threads for calculations.
However, we are showing a warning from the verification script :
```bash
[WARNING] We've detected that your software may be threading or using other multiprocessing techniques during template creation. The number of threads detected was 3 and it should be 2. Per the API document, implementations must run single-threaded. In the test environment, there is no advantage to threading, because NIST will distribute workload across multiple blades and multiple processes. We highly recommend that you fix this issue prior to submission.
```
How critical is this warning ?
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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 gc... | 2020-02-10T18:35:31 | 2020-02-18T15:48:17 | 2020-02-18T15:31:47 | NONE | null | null | null | Can I update the compiler version to gcc 5 ?
can I switch validate11 builds to C++ 14 ? | {
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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 | NONE | null | null | null | We are going to participate in FRVT. Application form says that developers are eligible to participate. Should we somehow prove that we are developers and algorithm is ours?
Thank you. | {
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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/Ce... | 2019-12-05T14:42:55 | 2019-12-05T20:48:21 | 2019-12-05T20:48:20 | NONE | null | null | null | Hello,
Could you please update the Centos' iso link please? The current one is not working.
Cheers,
ML | {
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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 | NONE | null | null | null | Can I use g++ version greater than 4.8.5? Some libraries do not work with this version of compiler. libtorch works well with g++ 4.9.2 from devtoolset-3-gcc-c++ but breaks when using 4.8.5. https://github.com/pytorch/pytorch/issues/14981 | {
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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 ter... | 2019-07-01T09:00:52 | 2023-12-12T04:42:53 | 2019-07-02T11:59:03 | NONE | null | null | null | Is it possible to have a brief description about the procedure used to assess the time required to create a template?
More specifically, I'm interested in understanding the batch size (namely, how many images are tested before calling `initialize` function again).
Thank you. | {
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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 | NONE | null | null | null | The link in the README.txt seems dead.
(http://nigos.nist.gov:8080/evaluations/CentOS-7-x86_64-Everything-1810.iso) | {
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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 pa... | 2019-06-13T08:41:52 | 2022-10-03T12:53:46 | 2019-06-13T12:54:12 | CONTRIBUTOR | null | null | null | Is it enough to sign [this document](https://www.nist.gov/sites/default/files/documents/2019/04/22/frvt_1n_participation_agreement.pdf) for participation in 1v1 and 1vN or is it needed to sign [this](https://www.nist.gov/sites/default/files/documents/2016/12/15/frvt_participation_agreement.pdf) document too? | {
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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 <\[email protected]> 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 w... | 2019-06-12T08:31:07 | 2023-11-04T09:02:05 | 2019-06-12T13:34:27 | NONE | null | null | null | ```
[WARNING] We've detected that your software may be threading or using other multiprocessing
techniques during template creation. The number of threads detected was ... and it should be 2.
Per the API document, implementations must run single-threaded. In the test environment, there
is no advantage to threading, because NIST will distribute workload across multiple blades and
multiple processes. We highly recommend that you fix this issue prior to submission.
```
I currently get this warning because my application seems to spawn extra threads. If I use `ps aux | grep validate11` instead of `top -H -b -n1 | grep validate11`, I get only 2 active processes.
From the documentation it is not completely clear if this is an actual problem and must be fixed before submitting or it simply states that it won't give me any advantage during the real test procedure (therefore it's not mandatory to get fixed).
Any extra clarification would be very appreciated. | {
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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,$ORIG... | 2019-06-10T09:20:49 | 2020-08-04T15:48:28 | 2019-06-10T15:07:30 | NONE | null | null | null | Is it possible to install dependent packages for runtime and list these packages in ./config directory?
For example, I am implementing with OpenCV and OpenCV requires these packages installed for runtime:
- libjpeg-turbo-devel
- libtiff-devel
- libdc1394-devel
- eigen3-devel
and etc. | {
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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 | CONTRIBUTOR | null | null | null | Hello. I want to participate in FRVT(1v1 and 1vN). My SDK uses Python interpreter and has Python code. In order to use Python my SDK must have runtime access to Python dependencies: a lot of *.py, *.so and other files. And before using Python it is needed to initialize PYTHONPATH and other paths.
My question: is it allowed to place several *.py and *.so files into config directory? | {
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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."... | 2019-04-24T06:17:25 | 2019-05-02T15:09:11 | 2019-04-24T13:27:40 | NONE | null | null | null | Hi,
I try to build source at frvt/11"
mkdir build
cd build
cmake ..
make
This is error:
Scanning dependencies of target validate11
[ 33%] Building CXX object src/testdriver/CMakeFiles/validate11.dir/home/Code/NIST/frvt/common/src/util/util.cpp.o
[ 66%] Building CXX object src/testdriver/CMakeFiles/validate11.dir/validate11.cpp.o
[100%] Linking CXX executable ../../../bin/validate11
CMakeFiles/validate11.dir/validate11.cpp.o: In function `main':
validate11.cpp:(.text.startup+0x14): undefined reference to `FRVT::FRVT_STRUCTS_MAJOR_VERSION'
validate11.cpp:(.text.startup+0x38): undefined reference to `FRVT::FRVT_STRUCTS_MINOR_VERSION'
validate11.cpp:(.text.startup+0x46): undefined reference to `FRVT_11::API_MAJOR_VERSION'
validate11.cpp:(.text.startup+0x57): undefined reference to `FRVT_11::API_MINOR_VERSION'
validate11.cpp:(.text.startup+0x2bb): undefined reference to `FRVT::FRVT_STRUCTS_MINOR_VERSION'
validate11.cpp:(.text.startup+0x393): undefined reference to `FRVT_11::API_MINOR_VERSION'
validate11.cpp:(.text.startup+0x512): undefined reference to `FRVT_11::Interface::getImplementation()'
collect2: error: ld returned 1 exit status
src/testdriver/CMakeFiles/validate11.dir/build.make:120: recipe for target '../bin/validate11' failed
make[2]: *** [../bin/validate11] Error 1
CMakeFiles/Makefile2:85: recipe for target 'src/testdriver/CMakeFiles/validate11.dir/all' failed
make[1]: *** [src/testdriver/CMakeFiles/validate11.dir/all] Error 2
Makefile:83: recipe for target 'all' failed
make: *** [all] Error 2
Please help me
Thanks | {
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https://api.github.com/repos/usnistgov/frvt/issues/6 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/6/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/6/comments | https://api.github.com/repos/usnistgov/frvt/issues/6/events | https://github.com/usnistgov/frvt/issues/6 | 402,636,936 | MDU6SXNzdWU0MDI2MzY5MzY= | 6 | Fork return fail | {
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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 any... | 2019-01-24T10:22:17 | 2020-07-23T04:50:42 | 2020-03-16T12:26:50 | NONE | null | null | null | Hi,
For some reason our current compilers fail to join at forked processes at validate11.cpp with return statement. It appears that using exit instead works. Any idea if this is an indication of some problem on our side or can this change be done safely?
Ie:
```
switch(fork()) {
case 0: /* Child */
if (action == Action::CreateTemplate)
return createTemplate(
implPtr,
inputFile,
outputDir + "/" + outputFileStem + ".log." + to_string(i),
templatesDir,
role);
else if (action == Action::Match)
return match(
implPtr,
inputFile,
templatesDir,
outputDir + "/" + outputFileStem + ".log." + to_string(i));
```
to
```
switch(fork()) {
case 0: /* Child */
if (action == Action::CreateTemplate)
exit( createTemplate(
implPtr,
inputFile,
outputDir + "/" + outputFileStem + ".log." + to_string(i),
templatesDir,
role));
else if (action == Action::Match)
exit( match(
implPtr,
inputFile,
templatesDir,
outputDir + "/" + outputFileStem + ".log." + to_string(i)));
``` | {
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https://api.github.com/repos/usnistgov/frvt/issues/5 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/5/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/5/comments | https://api.github.com/repos/usnistgov/frvt/issues/5/events | https://github.com/usnistgov/frvt/issues/5 | 388,234,886 | MDU6SXNzdWUzODgyMzQ4ODY= | 5 | Unable to download Centos image | {
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} | [] | closed | false | null | [] | null | [] | 2018-12-06T14:21:25 | 2018-12-07T23:33:01 | 2018-12-07T23:33:01 | NONE | null | null | null | Hi,
I was unable to download the Centos image through the provided link in the README file: http://nigos.nist.gov:8080/evaluations/CentOS-7-x86_64-Everything-1511.iso
Best reagrds,
Vitor Pedro | {
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https://api.github.com/repos/usnistgov/frvt/issues/4 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/4/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/4/comments | https://api.github.com/repos/usnistgov/frvt/issues/4/events | https://github.com/usnistgov/frvt/issues/4 | 366,230,731 | MDU6SXNzdWUzNjYyMzA3MzE= | 4 | Pb with quality when no face is detected | {
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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 | NONE | null | null | null | The code below write template stats to log
```
/* Write template stats to log */
logStream << id << " "
<< imagePath << " "
<< templ.size() << " "
<< static_cast<std::underlying_type<ReturnCode>::type>(ret.code) << " "
<< (eyes.size() > 0 ? eyes[0].isLeftAssigned : false) << " "
<< (eyes.size() > 0 ? eyes[0].isRightAssigned : false) << " "
<< (eyes.size() > 0 ? eyes[0].xleft : 0) << " "
<< (eyes.size() > 0 ? eyes[0].yleft : 0) << " "
<< (eyes.size() > 0 ? eyes[0].xright : 0) << " "
<< (eyes.size() > 0 ? eyes[0].yright : 0) << " "
<< quality[0]
<< endl;
```
But when no face is detected, size of vector of quality is 0, so quality[0] will crash | {
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https://api.github.com/repos/usnistgov/frvt/issues/3 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/3/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/3/comments | https://api.github.com/repos/usnistgov/frvt/issues/3/events | https://github.com/usnistgov/frvt/issues/3 | 357,997,406 | MDU6SXNzdWUzNTc5OTc0MDY= | 3 | 1:n validation package not completely updated | {
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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 | NONE | null | null | null | The frvt1N.h has been updated for the function finalizeEnrollment, but validation(/validation/src/testdriver/validate1N.cpp) wasn't updated, could you help to check and update the validation for 1:n phase3? Thanks. | {
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https://api.github.com/repos/usnistgov/frvt/issues/1 | https://api.github.com/repos/usnistgov/frvt | https://api.github.com/repos/usnistgov/frvt/issues/1/labels{/name} | https://api.github.com/repos/usnistgov/frvt/issues/1/comments | https://api.github.com/repos/usnistgov/frvt/issues/1/events | https://github.com/usnistgov/frvt/issues/1 | 202,624,546 | MDU6SXNzdWUyMDI2MjQ1NDY= | 1 | compilation warning | {
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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 | NONE | null | null | null | In frvt11.h, the lack of a default label in the method
`inline std::ostream& operator<<(std::ostream &s, const ReturnCode &rc)`
causes a compiler warning when it is called:
`c++ -std=c++11 -mavx -Wall -O2 -c trivial.cc -o libtrivial.so`
`c++ -std=c++11 -mavx -Wall -O2 client.cc -L. -ltrivial -o client`
`In file included from client.cc:2:0:`
`frvt11.h: In function ‘std::ostream& FRVT::operator<<(std::ostream&, const FRVT::ReturnCode&)’:`
`frvt11.h:163:1: warning: control reaches end of non-void function [-Wreturn-type]`
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