From b1869f1695bdea15633bf5c25c7e21149354cddb Mon Sep 17 00:00:00 2001 From: Yiqun Liu Date: Thu, 8 Feb 2018 13:42:11 +0800 Subject: [PATCH] Simplify the inference unittests' cmake and codes. (#8216) --- paddle/inference/tests/book/CMakeLists.txt | 54 ++++++++-------- paddle/inference/tests/book/test_helper.h | 1 + .../test_inference_image_classification.cc | 64 ++----------------- .../test_inference_label_semantic_roles.cc | 2 - .../book/test_inference_recognize_digits.cc | 2 - ..._train.py => test_image_classification.py} | 0 6 files changed, 36 insertions(+), 87 deletions(-) rename python/paddle/v2/fluid/tests/book/{test_image_classification_train.py => test_image_classification.py} (100%) diff --git a/paddle/inference/tests/book/CMakeLists.txt b/paddle/inference/tests/book/CMakeLists.txt index 8f48b2f0e0..63afeb18ae 100644 --- a/paddle/inference/tests/book/CMakeLists.txt +++ b/paddle/inference/tests/book/CMakeLists.txt @@ -1,25 +1,29 @@ -set(PYTHON_TESTS_DIR ${PADDLE_SOURCE_DIR}/python/paddle/v2/fluid/tests) -cc_test(test_inference_recognize_digits_mlp - SRCS test_inference_recognize_digits.cc - DEPS ARCHIVE_START paddle_fluid ARCHIVE_END - ARGS --dirname=${PYTHON_TESTS_DIR}/book/recognize_digits_mlp.inference.model) -cc_test(test_inference_image_classification_vgg - SRCS test_inference_image_classification.cc - DEPS ARCHIVE_START paddle_fluid ARCHIVE_END - ARGS --dirname=${PYTHON_TESTS_DIR}/book/image_classification_vgg.inference.model) -cc_test(test_inference_image_classification_resnet - SRCS test_inference_image_classification.cc - DEPS ARCHIVE_START paddle_fluid ARCHIVE_END - ARGS --dirname=${PYTHON_TESTS_DIR}/book/image_classification_resnet.inference.model) -cc_test(test_inference_label_semantic_roles - SRCS test_inference_label_semantic_roles.cc - DEPS ARCHIVE_START paddle_fluid ARCHIVE_END - ARGS --dirname=${PYTHON_TESTS_DIR}/book/label_semantic_roles.inference.model) -set_tests_properties(test_inference_recognize_digits_mlp - PROPERTIES DEPENDS test_recognize_digits) -set_tests_properties(test_inference_image_classification_vgg - PROPERTIES DEPENDS test_image_classification_train) -set_tests_properties(test_inference_image_classification_resnet - PROPERTIES DEPENDS test_image_classification_train) -set_tests_properties(test_inference_label_semantic_roles - PROPERTIES DEPENDS test_label_semantic_roles) +function(inference_test TARGET_NAME) + set(options "") + set(oneValueArgs "") + set(multiValueArgs ARGS) + cmake_parse_arguments(inference_test "${options}" "${oneValueArgs}" "${multiValueArgs}" ${ARGN}) + + set(PYTHON_TESTS_DIR ${PADDLE_SOURCE_DIR}/python/paddle/v2/fluid/tests) + if(inference_test_ARGS) + foreach(arg ${inference_test_ARGS}) + cc_test(test_inference_${TARGET_NAME}_${arg} + SRCS test_inference_${TARGET_NAME}.cc + DEPS ARCHIVE_START paddle_fluid ARCHIVE_END + ARGS --dirname=${PYTHON_TESTS_DIR}/book/${TARGET_NAME}_${arg}.inference.model) + set_tests_properties(test_inference_${TARGET_NAME}_${arg} + PROPERTIES DEPENDS test_${TARGET_NAME}) + endforeach() + else() + cc_test(test_inference_${TARGET_NAME} + SRCS test_inference_${TARGET_NAME}.cc + DEPS ARCHIVE_START paddle_fluid ARCHIVE_END + ARGS --dirname=${PYTHON_TESTS_DIR}/book/${TARGET_NAME}.inference.model) + set_tests_properties(test_inference_${TARGET_NAME} + PROPERTIES DEPENDS test_${TARGET_NAME}) + endif() +endfunction(inference_test) + +inference_test(recognize_digits ARGS mlp) +inference_test(image_classification ARGS vgg resnet) +inference_test(label_semantic_roles) diff --git a/paddle/inference/tests/book/test_helper.h b/paddle/inference/tests/book/test_helper.h index 17c3d58de6..32db643fca 100644 --- a/paddle/inference/tests/book/test_helper.h +++ b/paddle/inference/tests/book/test_helper.h @@ -12,6 +12,7 @@ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. */ +#include #include "paddle/framework/lod_tensor.h" #include "paddle/inference/io.h" diff --git a/paddle/inference/tests/book/test_inference_image_classification.cc b/paddle/inference/tests/book/test_inference_image_classification.cc index e01f5b312a..35ff9431e9 100644 --- a/paddle/inference/tests/book/test_inference_image_classification.cc +++ b/paddle/inference/tests/book/test_inference_image_classification.cc @@ -13,51 +13,11 @@ See the License for the specific language governing permissions and limitations under the License. */ #include -#include -#include #include "gflags/gflags.h" -#include "paddle/framework/lod_tensor.h" -#include "paddle/inference/io.h" +#include "test_helper.h" DEFINE_string(dirname, "", "Directory of the inference model."); -template -void TestInference(const std::string& dirname, - const std::vector& cpu_feeds, - std::vector& cpu_fetchs) { - // 1. Define place, executor and scope - auto place = Place(); - auto executor = paddle::framework::Executor(place); - auto* scope = new paddle::framework::Scope(); - - // 2. Initialize the inference_program and load all parameters from file - auto inference_program = paddle::inference::Load(executor, *scope, dirname); - - // 3. Get the feed_target_names and fetch_target_names - const std::vector& feed_target_names = - inference_program->GetFeedTargetNames(); - const std::vector& fetch_target_names = - inference_program->GetFetchTargetNames(); - - // 4. Prepare inputs: set up maps for feed targets - std::map feed_targets; - for (size_t i = 0; i < feed_target_names.size(); ++i) { - // Please make sure that cpu_feeds[i] is right for feed_target_names[i] - feed_targets[feed_target_names[i]] = cpu_feeds[i]; - } - - // 5. Define Tensor to get the outputs: set up maps for fetch targets - std::map fetch_targets; - for (size_t i = 0; i < fetch_target_names.size(); ++i) { - fetch_targets[fetch_target_names[i]] = cpu_fetchs[i]; - } - - // 6. Run the inference program - executor.Run(*inference_program, scope, feed_targets, fetch_targets); - - delete scope; -} - TEST(inference, image_classification) { if (FLAGS_dirname.empty()) { LOG(FATAL) << "Usage: ./example --dirname=path/to/your/model"; @@ -70,12 +30,10 @@ TEST(inference, image_classification) { // In unittests, this is done in paddle/testing/paddle_gtest_main.cc paddle::framework::LoDTensor input; - srand(time(0)); - float* input_ptr = - input.mutable_data({1, 3, 32, 32}, paddle::platform::CPUPlace()); - for (int i = 0; i < 3072; ++i) { - input_ptr[i] = rand() / (static_cast(RAND_MAX)); - } + // Use normilized image pixels as input data, + // which should be in the range [0.0, 1.0]. + SetupTensor( + input, {1, 3, 32, 32}, static_cast(0), static_cast(1)); std::vector cpu_feeds; cpu_feeds.push_back(&input); @@ -98,16 +56,6 @@ TEST(inference, image_classification) { dirname, cpu_feeds, cpu_fetchs2); LOG(INFO) << output2.dims(); - EXPECT_EQ(output1.dims(), output2.dims()); - EXPECT_EQ(output1.numel(), output2.numel()); - - float err = 1E-3; - int count = 0; - for (int64_t i = 0; i < output1.numel(); ++i) { - if (fabs(output1.data()[i] - output2.data()[i]) > err) { - count++; - } - } - EXPECT_EQ(count, 0) << "There are " << count << " different elements."; + CheckError(output1, output2); #endif } diff --git a/paddle/inference/tests/book/test_inference_label_semantic_roles.cc b/paddle/inference/tests/book/test_inference_label_semantic_roles.cc index c5646db2a7..1eaf4022a1 100644 --- a/paddle/inference/tests/book/test_inference_label_semantic_roles.cc +++ b/paddle/inference/tests/book/test_inference_label_semantic_roles.cc @@ -13,8 +13,6 @@ See the License for the specific language governing permissions and limitations under the License. */ #include -#include -#include #include "gflags/gflags.h" #include "test_helper.h" diff --git a/paddle/inference/tests/book/test_inference_recognize_digits.cc b/paddle/inference/tests/book/test_inference_recognize_digits.cc index 2c0cf94100..48f887e6bc 100644 --- a/paddle/inference/tests/book/test_inference_recognize_digits.cc +++ b/paddle/inference/tests/book/test_inference_recognize_digits.cc @@ -13,8 +13,6 @@ See the License for the specific language governing permissions and limitations under the License. */ #include -#include -#include #include "gflags/gflags.h" #include "test_helper.h" diff --git a/python/paddle/v2/fluid/tests/book/test_image_classification_train.py b/python/paddle/v2/fluid/tests/book/test_image_classification.py similarity index 100% rename from python/paddle/v2/fluid/tests/book/test_image_classification_train.py rename to python/paddle/v2/fluid/tests/book/test_image_classification.py -- GitLab