[ci] update AMD APP SDK version (#1443)

* update AMD APP SDK to 3.0.130.136 (latest)
* add a check for default device type in GPU tests (changes in config.h might break GPU tests)

.travis/setup.sh

@@ -25,9 +25,10 @@ conda config --set always_yes yes --set changeps1 no
 conda update -q conda
 
 if [[ $TASK == "gpu" ]] && [[ $TRAVIS_OS_NAME == "linux" ]]; then
-    wget https://github.com/Microsoft/LightGBM/releases/download/v2.0.12/AMD-APP-SDKInstaller-v3.0.130.135-GA-linux64.tar.bz2
+    wget https://github.com/Microsoft/LightGBM/releases/download/v2.0.12/AMD-APP-SDKInstaller-v3.0.130.136-GA-linux64.tar.bz2
     tar -xjf AMD-APP-SDK*.tar.bz2
     mkdir -p $OPENCL_VENDOR_PATH
     sh AMD-APP-SDK*.sh --tar -xf -C $AMDAPPSDK
+    mv $AMDAPPSDK/lib/x86_64/sdk/* $AMDAPPSDK/lib/x86_64/
     echo libamdocl64.so > $OPENCL_VENDOR_PATH/amdocl64.icd
 fi

.travis/test.sh

@@ -70,6 +70,7 @@ fi
 if [[ $TASK == "gpu" ]]; then
     conda install --yes -c conda-forge boost
     sed -i 's/std::string device_type = "cpu";/std::string device_type = "gpu";/' $TRAVIS_BUILD_DIR/include/LightGBM/config.h
+    grep -q 'std::string device_type = "gpu"' $TRAVIS_BUILD_DIR/include/LightGBM/config.h || exit -1  # make sure that changes were really done
     if [[ $METHOD == "pip" ]]; then
         cd $TRAVIS_BUILD_DIR/python-package && python setup.py sdist || exit -1
         cd $TRAVIS_BUILD_DIR/python-package/dist && pip install lightgbm-$LGB_VER.tar.gz -v --install-option=--gpu --install-option="--boost-root=$HOME/miniconda/envs/test-env/" --install-option="--opencl-include-dir=$AMDAPPSDK/include/" || exit -1