PoolingLayerTest/0.TestForwardMaxTopMask failed when i run test_caffe_main in unit_tests

[jeremycheong]

I am working on firefly3399(RK3399), I refer to the User Quick Guide and everything is OK, but when I am doing the unit test which is the last step. something is wrong and i checked the source code, try to fix it. But nothing can be changed.

[==========] Running 29 tests from 6 test cases.
[----------] Global test environment set-up.
setting up testbed resource
[----------] 8 tests from PoolingLayerTest/0, where TypeParam = caffe::CPUDevice<float>
[ RUN      ] PoolingLayerTest/0.TestSetup
[       OK ] PoolingLayerTest/0.TestSetup (6 ms)
[ RUN      ] PoolingLayerTest/0.TestSetupPadded
[       OK ] PoolingLayerTest/0.TestSetupPadded (0 ms)
[ RUN      ] PoolingLayerTest/0.TestSetupGlobalPooling
[       OK ] PoolingLayerTest/0.TestSetupGlobalPooling (0 ms)
[ RUN      ] PoolingLayerTest/0.TestForwardMax
[       OK ] PoolingLayerTest/0.TestForwardMax (11 ms)
[ RUN      ] PoolingLayerTest/0.TestForwardMaxTopMask
test_pooling_layer.cpp:124: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 0]
    Which is: 0
  5
test_pooling_layer.cpp:125: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 1]
    Which is: 0
  2
test_pooling_layer.cpp:126: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 2]
    Which is: 0
  2
test_pooling_layer.cpp:127: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 3]
    Which is: 0
  9
test_pooling_layer.cpp:128: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 4]
    Which is: 0
  5
test_pooling_layer.cpp:129: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 5]
    Which is: 0
  12
test_pooling_layer.cpp:130: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 6]
    Which is: 0
  12
test_pooling_layer.cpp:131: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 7]
    Which is: 0
  9
test_pooling_layer.cpp:124: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 0]
    Which is: 0
  5
test_pooling_layer.cpp:125: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 1]
    Which is: 0
  2
test_pooling_layer.cpp:126: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 2]
    Which is: 0
  2
test_pooling_layer.cpp:127: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 3]
    Which is: 0
  9
test_pooling_layer.cpp:128: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 4]
    Which is: 0
  5
test_pooling_layer.cpp:129: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 5]
    Which is: 0
  12
test_pooling_layer.cpp:130: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 6]
    Which is: 0
  12
test_pooling_layer.cpp:131: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 7]
    Which is: 0
  9
test_pooling_layer.cpp:124: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 0]
    Which is: 0
  5
test_pooling_layer.cpp:125: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 1]
    Which is: 0
  2
test_pooling_layer.cpp:126: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 2]
    Which is: 0
  2
test_pooling_layer.cpp:127: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 3]
    Which is: 0
  9
test_pooling_layer.cpp:128: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 4]
    Which is: 0
  5
test_pooling_layer.cpp:129: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 5]
    Which is: 0
  12
test_pooling_layer.cpp:130: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 6]
    Which is: 0
  12
test_pooling_layer.cpp:131: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 7]
    Which is: 0
  9
test_pooling_layer.cpp:124: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 0]
    Which is: 0
  5
test_pooling_layer.cpp:125: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 1]
    Which is: 0
  2
test_pooling_layer.cpp:126: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 2]
    Which is: 0
  2
test_pooling_layer.cpp:127: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 3]
    Which is: 0
  9
test_pooling_layer.cpp:128: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 4]
    Which is: 0
  5
test_pooling_layer.cpp:129: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 5]
    Which is: 0
  12
test_pooling_layer.cpp:130: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 6]
    Which is: 0
  12
test_pooling_layer.cpp:131: Failure
Expected equality of these values:
  blob_top_mask_->cpu_data()[i + 7]
    Which is: 0
  9
[  FAILED  ] PoolingLayerTest/0.TestForwardMaxTopMask, where TypeParam = caffe::CPUDevice<float> (10 ms)
[ RUN      ] PoolingLayerTest/0.TestForwardMaxPadded
[       OK ] PoolingLayerTest/0.TestForwardMaxPadded (0 ms)
[ RUN      ] PoolingLayerTest/0.TestMax
[       OK ] PoolingLayerTest/0.TestMax (1095 ms)
[ RUN      ] PoolingLayerTest/0.TestForwardAve
[       OK ] PoolingLayerTest/0.TestForwardAve (1 ms)
[----------] 8 tests from PoolingLayerTest/0 (1123 ms total)

[----------] 1 test from SoftmaxLayerTest/0, where TypeParam = caffe::CPUDevice<float>
[ RUN      ] SoftmaxLayerTest/0.TestForward
[       OK ] SoftmaxLayerTest/0.TestForward (0 ms)
[----------] 1 test from SoftmaxLayerTest/0 (0 ms total)

[----------] 6 tests from InnerProductLayerTest/0, where TypeParam = caffe::CPUDevice<float>
[ RUN      ] InnerProductLayerTest/0.TestSetUp
[       OK ] InnerProductLayerTest/0.TestSetUp (0 ms)
[ RUN      ] InnerProductLayerTest/0.TestSetUpTransposeFalse
[       OK ] InnerProductLayerTest/0.TestSetUpTransposeFalse (1 ms)
[ RUN      ] InnerProductLayerTest/0.TestSetUpTransposeTrue
[       OK ] InnerProductLayerTest/0.TestSetUpTransposeTrue (0 ms)
[ RUN      ] InnerProductLayerTest/0.TestForward
[       OK ] InnerProductLayerTest/0.TestForward (0 ms)
[ RUN      ] InnerProductLayerTest/0.TestForwardTranspose
[       OK ] InnerProductLayerTest/0.TestForwardTranspose (1 ms)
[ RUN      ] InnerProductLayerTest/0.TestForwardNoBatch
[       OK ] InnerProductLayerTest/0.TestForwardNoBatch (1 ms)
[----------] 6 tests from InnerProductLayerTest/0 (3 ms total)

[----------] 6 tests from NeuronLayerTest/0, where TypeParam = caffe::CPUDevice<float>
[ RUN      ] NeuronLayerTest/0.TestAbsVal
[       OK ] NeuronLayerTest/0.TestAbsVal (0 ms)
[ RUN      ] NeuronLayerTest/0.TestReLU
[       OK ] NeuronLayerTest/0.TestReLU (0 ms)
[ RUN      ] NeuronLayerTest/0.TestReLUWithNegativeSlope
[       OK ] NeuronLayerTest/0.TestReLUWithNegativeSlope (15 ms)
[ RUN      ] NeuronLayerTest/0.TestSigmoid
[       OK ] NeuronLayerTest/0.TestSigmoid (0 ms)
[ RUN      ] NeuronLayerTest/0.TestTanH
[       OK ] NeuronLayerTest/0.TestTanH (1 ms)
[ RUN      ] NeuronLayerTest/0.TestBNLL
[       OK ] NeuronLayerTest/0.TestBNLL (0 ms)
[----------] 6 tests from NeuronLayerTest/0 (16 ms total)

[----------] 5 tests from LRNLayerTest/0, where TypeParam = caffe::CPUDevice<float>
[ RUN      ] LRNLayerTest/0.TestSetupAcrossChannels
[       OK ] LRNLayerTest/0.TestSetupAcrossChannels (0 ms)
[ RUN      ] LRNLayerTest/0.TestForwardAcrossChannels
[       OK ] LRNLayerTest/0.TestForwardAcrossChannels (2 ms)
[ RUN      ] LRNLayerTest/0.TestForwardAcrossChannelsLargeRegion
[       OK ] LRNLayerTest/0.TestForwardAcrossChannelsLargeRegion (5 ms)
[ RUN      ] LRNLayerTest/0.TestSetupWithinChannel
[       OK ] LRNLayerTest/0.TestSetupWithinChannel (0 ms)
[ RUN      ] LRNLayerTest/0.TestForwardWithinChannel
[       OK ] LRNLayerTest/0.TestForwardWithinChannel (2 ms)
[----------] 5 tests from LRNLayerTest/0 (9 ms total)

[----------] 3 tests from ConvolutionLayerTest/0, where TypeParam = caffe::CPUDevice<float>
[ RUN      ] ConvolutionLayerTest/0.TestSetup
[       OK ] ConvolutionLayerTest/0.TestSetup (1 ms)
[ RUN      ] ConvolutionLayerTest/0.TestSimpleConvolution
[       OK ] ConvolutionLayerTest/0.TestSimpleConvolution (4 ms)
[ RUN      ] ConvolutionLayerTest/0.Test1x1Convolution
[       OK ] ConvolutionLayerTest/0.Test1x1Convolution (3 ms)
[----------] 3 tests from ConvolutionLayerTest/0 (8 ms total)

[----------] Global test environment tear-down
release testbed resource
[==========] 29 tests from 6 test cases ran. (1159 ms total)
[  PASSED  ] 28 tests.
[  FAILED  ] 1 test, listed below:
[  FAILED  ] PoolingLayerTest/0.TestForwardMaxTopMask, where TypeParam = caffe::CPUDevice<float>

 1 FAILED TEST

My system configuration

Operating system: xunbutu16.04 (aarch64) Compiler: firefly3399(RK3399) CUDA version (if applicable): no CUDNN version (if applicable): no BLAS: openBLAS(use OPENMP) re-compiled

[Hurmean]

I meet the same problem! Did you solve it?

[joey2014]

The reason is ACL didn't support pooling top mask, we have to fall back the test to Caffe: diff --git a/src/caffe/layers/acl_pooling_layer.cpp b/src/caffe/layers/acl_pooling_layer.cpp index f62fb5d..c7951d7 100644 --- a/src/caffe/layers/acl_pooling_layer.cpp +++ b/src/caffe/layers/acl_pooling_layer.cpp @@ -43,6 +43,7 @@ template <typename Dtype> bool ACLPoolingLayer<Dtype>::Bypass_acl(const vector<Blob<Dtype>>& bottom, const vector<Blob<Dtype>>& top){ bool bypass_acl=false; + bool use_top_mask = top.size() > 1; if (this->force_bypass_acl_path_|| this->layer_param_.pooling_param().global_pooling()) { bypass_acl=true; } @@ -56,6 +57,9 @@ bool ACLPoolingLayer<Dtype>::Bypass_acl(const vector<Blob<Dtype>*>& bottom, if (this->kernel_h_!=2 && this->kernel_h_!=3) { bypass_acl=true; } + if (use_top_mask){ + bypass_acl=true; + } return bypass_acl; }