From 1294b3c53e26ccfa648535ef82fe3bc78e170348 Mon Sep 17 00:00:00 2001 From: Yu Yang Date: Sun, 23 Jul 2017 21:26:50 -0500 Subject: [PATCH] Expose Net to Python (#2967) * Expose Net to Python * Expose PlainNet to Python, make python can add_op, complete_add_op * Provide a low level api to manipulate Net * Unittest for Net::DebugString --- paddle/framework/net.cc | 22 +++--- paddle/pybind/pybind.cc | 71 +++++++++++++------ .../paddle/v2/framework/tests/CMakeLists.txt | 1 + .../v2/framework/tests/test_plain_net.py | 30 ++++++++ 4 files changed, 95 insertions(+), 29 deletions(-) create mode 100644 python/paddle/v2/framework/tests/test_plain_net.py diff --git a/paddle/framework/net.cc b/paddle/framework/net.cc index 501536657d7..139425b3569 100644 --- a/paddle/framework/net.cc +++ b/paddle/framework/net.cc @@ -39,19 +39,22 @@ void PlainNet::CompleteAddOp(bool calc) { output_set.insert(opt); } } + inputs_.reserve(input_set.size()); std::copy(input_set.begin(), input_set.end(), std::back_inserter(inputs_)); + std::sort(inputs_.begin(), inputs_.end()); outputs_.reserve(output_set.size()); + std::copy(output_set.begin(), output_set.end(), std::back_inserter(outputs_)); + std::sort(outputs_.begin(), outputs_.end()); + std::vector tmp_index; tmp_index.reserve(temp_output.size()); - int idx = 0; - for (auto& opt : output_set) { - if (Contains(temp_output, opt)) { - tmp_index.push_back(idx); + int output_len = static_cast(outputs_.size()); + for (int i = 0; i < output_len; ++i) { + if (Contains(temp_output, outputs_[i])) { + tmp_index.push_back(i); } - outputs_.push_back(opt); - ++idx; } attrs_["temporary_index"] = tmp_index; @@ -59,9 +62,12 @@ void PlainNet::CompleteAddOp(bool calc) { std::string PlainNet::DebugString() const { std::ostringstream os; - os << this->type_ << ":" << std::endl; + os << OperatorBase::DebugString() << std::endl; for (auto& op : ops_) { - os << "\t" << op->DebugString() << std::endl; + std::istringstream is(op->DebugString()); + for (std::string line; std::getline(is, line);) { + os << " " << line << std::endl; + } } return os.str(); } diff --git a/paddle/pybind/pybind.cc b/paddle/pybind/pybind.cc index 7a215881706..2c843839ce3 100644 --- a/paddle/pybind/pybind.cc +++ b/paddle/pybind/pybind.cc @@ -13,16 +13,18 @@ See the License for the specific language governing permissions and limitations under the License. */ #include -#include -#include -#include -#include -#include -#include -#include #include #include +#include "paddle/framework/net.h" +#include "paddle/framework/op_registry.h" +#include "paddle/framework/operator.h" +#include "paddle/framework/scope.h" +#include "paddle/pybind/tensor_bind.h" +#include "pybind11/numpy.h" +#include "pybind11/pybind11.h" +#include "pybind11/stl.h" + namespace py = pybind11; namespace pd = paddle::framework; @@ -35,8 +37,19 @@ USE_OP(sigmoid); USE_OP(softmax); USE_OP(rowwise_add); +template +void ExposeOperator(ClassType& m) { + m.def("infer_shape", &ClassType::type::InferShape) + .def("run", &ClassType::type::Run) + .def("outputs", + [](const typename ClassType::type& op) -> std::vector { + return op.outputs_; + }) + .def("__str__", &ClassType::type::DebugString); +} + PYBIND11_PLUGIN(core) { - py::module m("core", "C++ core of Paddle Paddle"); + py::module m("core", "C++ core of PaddlePaddle"); py::class_(m, "Tensor", py::buffer_protocol()) .def_buffer([](pd::Tensor& self) -> py::buffer_info { @@ -113,21 +126,37 @@ All parameter, weight, gradient are variables in Paddle. return new paddle::platform::CPUDeviceContext(); }); - py::class_(m, "Operator") - .def("__str__", &pd::OperatorBase::DebugString) + py::class_ operator_base(m, "Operator"); + + operator_base.def_static("create", [](py::bytes protobin) -> pd::OperatorPtr { + pd::OpDesc desc; + PADDLE_ENFORCE(desc.ParsePartialFromString(protobin), + "Cannot parse user input to OpDesc"); + PADDLE_ENFORCE(desc.IsInitialized(), + "User OpDesc is not initialized, reason %s", + desc.InitializationErrorString()); + return pd::OpRegistry::CreateOp(desc); + }); + ExposeOperator(operator_base); + + using PlainNetPtr = std::shared_ptr; + py::class_ plain_net(m, "PlainNet"); + + plain_net .def_static("create", - [](py::bytes protobin) { - pd::OpDesc desc; - PADDLE_ENFORCE(desc.ParsePartialFromString(protobin), - "Cannot parse user input to OpDesc"); - PADDLE_ENFORCE(desc.IsInitialized(), - "User OpDesc is not initialized, reason %s", - desc.InitializationErrorString()); - return pd::OpRegistry::CreateOp(desc); + []() -> std::shared_ptr { + auto retv = std::make_shared(); + retv->type_ = "plain_net"; + return retv; }) - .def("infer_shape", &pd::OperatorBase::InferShape) - .def("run", &pd::OperatorBase::Run) - .def("outputs", [](const pd::OperatorPtr& op) { return op->outputs_; }); + .def("add_op", &pd::PlainNet::AddOp) + .def("add_op", + [](PlainNetPtr& self, const PlainNetPtr& plain_net) -> void { + self->AddOp(std::static_pointer_cast(plain_net)); + }) + .def("complete_add_op", &pd::PlainNet::CompleteAddOp) + .def("complete_add_op", [](PlainNetPtr& self) { self->CompleteAddOp(); }); + ExposeOperator(plain_net); return m.ptr(); } diff --git a/python/paddle/v2/framework/tests/CMakeLists.txt b/python/paddle/v2/framework/tests/CMakeLists.txt index aa67792ebc2..b3eb2ef8a89 100644 --- a/python/paddle/v2/framework/tests/CMakeLists.txt +++ b/python/paddle/v2/framework/tests/CMakeLists.txt @@ -3,6 +3,7 @@ add_python_test(test_framework test_scope.py test_default_scope_funcs.py test_op_creation_methods.py + test_plain_net.py test_tensor.py test_fc_op.py test_add_two_op.py diff --git a/python/paddle/v2/framework/tests/test_plain_net.py b/python/paddle/v2/framework/tests/test_plain_net.py new file mode 100644 index 00000000000..2b919aca289 --- /dev/null +++ b/python/paddle/v2/framework/tests/test_plain_net.py @@ -0,0 +1,30 @@ +import paddle.v2.framework.core as core +from paddle.v2.framework.create_op_creation_methods import op_creations +import unittest + + +class TestNet(unittest.TestCase): + def test_net_all(self): + net = core.PlainNet.create() + op1 = op_creations.add_two(X="X", Y="Y", Out="Out") + net.add_op(op1) + + net2 = core.PlainNet.create() + net2.add_op(op_creations.fc(X="X", W="w", Y="fc.out")) + net2.complete_add_op(True) + net.add_op(net2) + net.complete_add_op(True) + + expected = ''' +Op(plain_net), inputs:(@EMPTY@, X, Y, w), outputs:(@TEMP@fc@0, Out, fc.out). + Op(add_two), inputs:(X, Y), outputs:(Out). + Op(plain_net), inputs:(@EMPTY@, X, w), outputs:(@TEMP@fc@0, fc.out). + Op(fc), inputs:(X, w, @EMPTY@), outputs:(fc.out, @TEMP@fc@0). + Op(mul), inputs:(X, w), outputs:(@TEMP@fc@0). + Op(sigmoid), inputs:(@TEMP@fc@0), outputs:(fc.out). +''' + self.assertEqual(expected, "\n" + str(net)) + + +if __name__ == '__main__': + unittest.main() -- GitLab