Regarding my system, I am running Caffe cloned from github on 22nd of December 2015 on Ubuntu 15.10 with Radeon R9 290 (4GB) and i7-4770K CPU @ 3.50GHz, AMDAPPSDK-3.0. Four tests failed.
If anybody knows how to make them pass or what causes the problem it would be great.
/OpenCL-caffe/build$ make runtest
[ 1%] Built target proto
[ 55%] Built target caffe
[ 55%] Built target gtest
[100%] Built target test.testbin
Current device id: 0
Note: Google Test filter = -*GPU*
Note: Randomizing tests' orders with a seed of 3162 .
...................
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00015804916620254517, which exceeds error_margin, where
expected_param evaluates to 0.013755172491073608,
accum_param evaluates to 0.013913221657276154, and
error_margin evaluates to 0.00013755173131357878.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00015809759497642517, which exceeds error_margin, where
expected_param evaluates to 0.00093255564570426941,
accum_param evaluates to 0.0010906532406806946, and
error_margin evaluates to 9.3255566753214225e-06.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00015811249613761902, which exceeds error_margin, where
expected_param evaluates to -0.010214578360319138,
accum_param evaluates to -0.010056465864181519, and
error_margin evaluates to 0.00010056465544039384.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00015810877084732056, which exceeds error_margin, where
expected_param evaluates to -0.0109538733959198,
accum_param evaluates to -0.010795764625072479, and
error_margin evaluates to 0.0001079576468328014.
src/caffe/test/test_gradient_based_solver.cpp:315: Failure
The difference between expected_bias and accum_bias is 0.020383119583129883, which exceeds error_margin, where
expected_bias evaluates to -1.2308368682861328,
accum_bias evaluates to -1.2512199878692627, and
error_margin evaluates to 0.01230836845934391.
[ FAILED ] SGDSolverTest/2.TestLeastSquaresUpdateWithEverythingAccum, where TypeParam = caffe::GPUDevice<float> (72 ms)
.....................
src/caffe/test/test_gradient_based_solver.cpp:315: Failure
The difference between expected_bias and accum_bias is 16.290860759216979, which exceeds error_margin, where
expected_bias evaluates to 30.680854565170151,
accum_bias evaluates to 14.389993805953171, and
error_margin evaluates to 0.14389993805953172.
[ FAILED ] NesterovSolverTest/3.TestLeastSquaresUpdateWithEverythingAccum, where TypeParam = caffe::GPUDevice<double> (12 ms)
.....................
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.0009438430034522105, which exceeds error_margin, where
expected_param evaluates to -0.0075809667410185466,
accum_param evaluates to -0.0085248097444707571, and
error_margin evaluates to 7.5809667410185473e-05.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345218275, which exceeds error_margin, where
expected_param evaluates to 0.073903926620193378,
accum_param evaluates to 0.072960083616741195, and
error_margin evaluates to 0.00072960083616741196.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345218275, which exceeds error_margin, where
expected_param evaluates to 0.057955563277547251,
accum_param evaluates to 0.057011720274095068, and
error_margin evaluates to 0.00057011720274095074.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345218275, which exceeds error_margin, where
expected_param evaluates to -0.040239520053002617,
accum_param evaluates to -0.0411833630564548, and
error_margin evaluates to 0.00040239520053002618.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345230765, which exceeds error_margin, where
expected_param evaluates to -0.054015869066066119,
accum_param evaluates to -0.054959712069518427, and
error_margin evaluates to 0.00054015869066066115.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345244643, which exceeds error_margin, where
expected_param evaluates to -0.035164120485524253,
accum_param evaluates to -0.036107963488976699, and
error_margin evaluates to 0.00035164120485524255.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345243255, which exceeds error_margin, where
expected_param evaluates to 0.023867411055095877,
accum_param evaluates to 0.022923568051643445, and
error_margin evaluates to 0.00022923568051643446.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345229377, which exceeds error_margin, where
expected_param evaluates to -0.023262755953808445,
accum_param evaluates to -0.024206598957260739, and
error_margin evaluates to 0.00023262755953808447.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.0009438430034522105, which exceeds error_margin, where
expected_param evaluates to 0.022473440985742582,
accum_param evaluates to 0.021529597982290372, and
error_margin evaluates to 0.00021529597982290373.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345204397, which exceeds error_margin, where
expected_param evaluates to -0.094111263940639428,
accum_param evaluates to -0.095055106944091472, and
error_margin evaluates to 0.00094111263940639428.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345215499, which exceeds error_margin, where
expected_param evaluates to -0.052540014489286579,
accum_param evaluates to -0.053483857492738734, and
error_margin evaluates to 0.0005254001448928658.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.0009438430034522105, which exceeds error_margin, where
expected_param evaluates to -0.074735299450877965,
accum_param evaluates to -0.075679142454330176, and
error_margin evaluates to 0.00074735299450877965.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.0009438430034522105, which exceeds error_margin, where
expected_param evaluates to -0.032339898640959791,
accum_param evaluates to -0.033283741644412002, and
error_margin evaluates to 0.00032339898640959791.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345218275, which exceeds error_margin, where
expected_param evaluates to 0.089805274972429433,
accum_param evaluates to 0.08886143196897725, and
error_margin evaluates to 0.00088861431968977251.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345243255, which exceeds error_margin, where
expected_param evaluates to 0.079982388023672302,
accum_param evaluates to 0.079038545020219869, and
error_margin evaluates to 0.00079038545020219866.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345229377, which exceeds error_margin, where
expected_param evaluates to -0.046441101129402113,
accum_param evaluates to -0.047384944132854406, and
error_margin evaluates to 0.00046441101129402113.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345215499, which exceeds error_margin, where
expected_param evaluates to 0.073243776031034963,
accum_param evaluates to 0.072299933027582808, and
error_margin evaluates to 0.00072299933027582806.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345218275, which exceeds error_margin, where
expected_param evaluates to 0.036783959999803301,
accum_param evaluates to 0.035840116996351118, and
error_margin evaluates to 0.0003584011699635112.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345218275, which exceeds error_margin, where
expected_param evaluates to 0.074800868345276994,
accum_param evaluates to 0.073857025341824811, and
error_margin evaluates to 0.00073857025341824811.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345229377, which exceeds error_margin, where
expected_param evaluates to -0.087903557731515064,
accum_param evaluates to -0.088847400734967358, and
error_margin evaluates to 0.00087903557731515067.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.0009438430034522105, which exceeds error_margin, where
expected_param evaluates to -0.09313550033631654,
accum_param evaluates to -0.094079343339768751, and
error_margin evaluates to 0.00093135500336316546.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345232153, which exceeds error_margin, where
expected_param evaluates to 0.0023059492350265554,
accum_param evaluates to 0.0013621062315742338, and
error_margin evaluates to 1.3621062315742339e-05.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.0009438430034522105, which exceeds error_margin, where
expected_param evaluates to 0.018183528710792568,
accum_param evaluates to 0.017239685707340358, and
error_margin evaluates to 0.00017239685707340358.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345237704, which exceeds error_margin, where
expected_param evaluates to 0.040265922015119665,
accum_param evaluates to 0.039322079011667288, and
error_margin evaluates to 0.00039322079011667289.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.00094384300345218275, which exceeds error_margin, where
expected_param evaluates to 0.091959157638004163,
accum_param evaluates to 0.09101531463455198, and
error_margin evaluates to 0.00091015314634551982.
src/caffe/test/test_gradient_based_solver.cpp:315: Failure
The difference between expected_bias and accum_bias is 0.11647201251983841, which exceeds error_margin, where
expected_bias evaluates to -1.9010368863451557,
accum_bias evaluates to -1.7845648738253173, and
error_margin evaluates to 0.017845648738253173.
[ FAILED ] SGDSolverTest/3.TestLeastSquaresUpdateWithEverythingAccum, where TypeParam = caffe::GPUDevice<double> (16 ms)
.....................
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.057497024536132812, which exceeds error_margin, where
expected_param evaluates to -5.7565555572509766,
accum_param evaluates to -5.6990585327148438, and
error_margin evaluates to 0.056990586221218109.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.057497501373291016, which exceeds error_margin, where
expected_param evaluates to -5.6071248054504395,
accum_param evaluates to -5.5496273040771484, and
error_margin evaluates to 0.055496271699666977.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.057498931884765625, which exceeds error_margin, where
expected_param evaluates to -5.7071495056152344,
accum_param evaluates to -5.6496505737304688, and
error_margin evaluates to 0.056496504694223404.
src/caffe/test/test_gradient_based_solver.cpp:308: Failure
The difference between expected_param and accum_param is 0.057498931884765625, which exceeds error_margin, where
expected_param evaluates to -5.3606395721435547,
accum_param evaluates to -5.3031406402587891, and
error_margin evaluates to 0.053031407296657562.
src/caffe/test/test_gradient_based_solver.cpp:315: Failure
The difference between expected_bias and accum_bias is 4.0414938926696777, which exceeds error_margin, where
expected_bias evaluates to -9.2879724502563477,
accum_bias evaluates to -5.2464785575866699, and
error_margin evaluates to 0.052464786916971207.
[ FAILED ] NesterovSolverTest/2.TestLeastSquaresUpdateWithEverythingAccum, where TypeParam = caffe::GPUDevice<float> (19 ms)
....................
[ FAILED ] 4 tests, listed below:
[ FAILED ] SGDSolverTest/2.TestLeastSquaresUpdateWithEverythingAccum, where TypeParam = caffe::GPUDevice<float>
[ FAILED ] SGDSolverTest/3.TestLeastSquaresUpdateWithEverythingAccum, where TypeParam = caffe::GPUDevice<double>
[ FAILED ] NesterovSolverTest/2.TestLeastSquaresUpdateWithEverythingAccum, where TypeParam = caffe::GPUDevice<float>
[ FAILED ] NesterovSolverTest/3.TestLeastSquaresUpdateWithEverythingAccum, where TypeParam = caffe::GPUDevice<double>
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