Merge pull request #7 from PaddlePaddle/feature/anakin-engine

Feature/anakin engine
PaddlePaddle · Mar 24, 2019 · 9166f6f · 9166f6f
2 parents 1946d67 + e611eb3
commit 9166f6f
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Showing 50 changed files with 127 additions and 62 deletions.
diff --git a/paddle/fluid/inference/anakin/convert/CMakeLists.txt b/paddle/fluid/inference/anakin/convert/CMakeLists.txt
@@ -14,5 +14,5 @@ cc_test(test_anakin_flatten SRCS test_flatten_op.cc DEPS anakin_op_converter fla
 cc_test(test_anakin_transpose SRCS test_transpose_op.cc DEPS anakin_op_converter transpose_op)
 cc_test(test_anakin_batch_norm SRCS test_batch_norm_op.cc DEPS anakin_op_converter batch_norm_op)
 cc_test(test_anakin_dropout SRCS test_dropout_op.cc DEPS anakin_op_converter dropout_op)
-cc_test(test_anakin_im2sequence SRCS test_im2sequence_op.cc DEPS anakin_op_converter im2sequence_op im2col)
+# cc_test(test_anakin_im2sequence SRCS test_im2sequence_op.cc DEPS anakin_op_converter im2sequence_op im2col)
 cc_test(test_anakin_sum SRCS test_sum_op.cc DEPS  anakin_op_converter sum_op selected_rows_functor)
diff --git a/paddle/fluid/inference/anakin/convert/activation.cc b/paddle/fluid/inference/anakin/convert/activation.cc
@@ -34,6 +34,7 @@ ActivationOpConverter::ActivationOpConverter(const std::string &op_type)
 }
 
 void ActivationOpConverter::operator()(const framework::proto::OpDesc &op,
+                                       const framework::BlockDesc &block_desc,
                                        const framework::Scope &scope,
                                        bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/activation.h b/paddle/fluid/inference/anakin/convert/activation.h
@@ -27,6 +27,7 @@ class ActivationOpConverter : public AnakinOpConverter {
   explicit ActivationOpConverter(const std::string &op_type);
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~ActivationOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/batch_norm.cc b/paddle/fluid/inference/anakin/convert/batch_norm.cc
@@ -29,6 +29,7 @@ namespace inference {
 namespace anakin {
 
 void BatchNormOpConverter::operator()(const framework::proto::OpDesc &op,
+                                      const framework::BlockDesc &block_desc,
                                       const framework::Scope &scope,
                                       bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/batch_norm.h b/paddle/fluid/inference/anakin/convert/batch_norm.h
@@ -25,6 +25,7 @@ class BatchNormOpConverter : public AnakinOpConverter {
   BatchNormOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~BatchNormOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/concat.cc b/paddle/fluid/inference/anakin/convert/concat.cc
@@ -29,6 +29,7 @@ namespace inference {
 namespace anakin {
 
 void ConcatOpConverter::operator()(const framework::proto::OpDesc &op,
+                                   const framework::BlockDesc &block_desc,
                                    const framework::Scope &scope,
                                    bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/concat.h b/paddle/fluid/inference/anakin/convert/concat.h
@@ -25,6 +25,7 @@ class ConcatOpConverter : public AnakinOpConverter {
   ConcatOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~ConcatOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/conv2d.cc b/paddle/fluid/inference/anakin/convert/conv2d.cc
@@ -28,6 +28,7 @@ namespace inference {
 namespace anakin {
 
 void Conv2dOpConverter::operator()(const framework::proto::OpDesc &op,
+                                   const framework::BlockDesc &block_desc,
                                    const framework::Scope &scope,
                                    bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/conv2d.h b/paddle/fluid/inference/anakin/convert/conv2d.h
@@ -25,6 +25,7 @@ class Conv2dOpConverter : public AnakinOpConverter {
   Conv2dOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~Conv2dOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/conv2d_fusion.cc b/paddle/fluid/inference/anakin/convert/conv2d_fusion.cc
@@ -28,6 +28,7 @@ namespace inference {
 namespace anakin {
 
 void Conv2dFusionOpConverter::operator()(const framework::proto::OpDesc &op,
+                                         const framework::BlockDesc &block_desc,
                                          const framework::Scope &scope,
                                          bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/conv2d_fusion.h b/paddle/fluid/inference/anakin/convert/conv2d_fusion.h
@@ -25,6 +25,7 @@ class Conv2dFusionOpConverter : public AnakinOpConverter {
   Conv2dFusionOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~Conv2dFusionOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/density_prior_box.cc b/paddle/fluid/inference/anakin/convert/density_prior_box.cc
@@ -27,9 +27,9 @@ namespace paddle {
 namespace inference {
 namespace anakin {
 
-void DensityPriorBoxOpConverter::operator()(const framework::proto::OpDesc& op,
-                                            const framework::Scope& scope,
-                                            bool test_mode) {
+void DensityPriorBoxOpConverter::operator()(
+    const framework::proto::OpDesc& op, const framework::BlockDesc& block_desc,
+    const framework::Scope& scope, bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);
   auto input_name = op_desc.Input("Input").front();
   auto image_name = op_desc.Input("Image").front();

diff --git a/paddle/fluid/inference/anakin/convert/density_prior_box.h b/paddle/fluid/inference/anakin/convert/density_prior_box.h
@@ -27,6 +27,7 @@ class DensityPriorBoxOpConverter : public AnakinOpConverter {
   DensityPriorBoxOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~DensityPriorBoxOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/detection_out.cc b/paddle/fluid/inference/anakin/convert/detection_out.cc
@@ -26,6 +26,7 @@ namespace inference {
 namespace anakin {
 
 void DetectionOutOpConverter::operator()(const framework::proto::OpDesc &op,
+                                         const framework::BlockDesc &block_desc,
                                          const framework::Scope &scope,
                                          bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/detection_out.h b/paddle/fluid/inference/anakin/convert/detection_out.h
@@ -27,6 +27,7 @@ class DetectionOutOpConverter : public AnakinOpConverter {
   DetectionOutOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~DetectionOutOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/dropout.cc b/paddle/fluid/inference/anakin/convert/dropout.cc
@@ -31,6 +31,7 @@ namespace inference {
 namespace anakin {
 
 void DropoutOpConverter::operator()(const framework::proto::OpDesc &op,
+                                    const framework::BlockDesc &block_desc,
                                     const framework::Scope &scope,
                                     bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/dropout.h b/paddle/fluid/inference/anakin/convert/dropout.h
@@ -25,6 +25,7 @@ class DropoutOpConverter : public AnakinOpConverter {
   DropoutOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~DropoutOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/elementwise.cc b/paddle/fluid/inference/anakin/convert/elementwise.cc
@@ -30,9 +30,9 @@ namespace paddle {
 namespace inference {
 namespace anakin {
 
-void ElementwiseAddOpConverter::operator()(const framework::proto::OpDesc &op,
-                                           const framework::Scope &scope,
-                                           bool test_mode) {
+void ElementwiseAddOpConverter::operator()(
+    const framework::proto::OpDesc &op, const framework::BlockDesc &block_desc,
+    const framework::Scope &scope, bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);
   PADDLE_ENFORCE_EQ(op_desc.Input("X").size(), 1);
   PADDLE_ENFORCE_EQ(op_desc.Input("Y").size(), 1);
@@ -50,9 +50,9 @@ void ElementwiseAddOpConverter::operator()(const framework::proto::OpDesc &op,
   engine_->AddOpAttr<PTuple<float>>(op_name, "coeff", coeff);
 }
 
-void ElementwiseMulOpConverter::operator()(const framework::proto::OpDesc &op,
-                                           const framework::Scope &scope,
-                                           bool test_mode) {
+void ElementwiseMulOpConverter::operator()(
+    const framework::proto::OpDesc &op, const framework::BlockDesc &block_desc,
+    const framework::Scope &scope, bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);
   PADDLE_ENFORCE_EQ(op_desc.Input("X").size(), 1);
   PADDLE_ENFORCE_EQ(op_desc.Input("Y").size(), 1);

diff --git a/paddle/fluid/inference/anakin/convert/elementwise.h b/paddle/fluid/inference/anakin/convert/elementwise.h
@@ -25,6 +25,7 @@ class ElementwiseAddOpConverter : public AnakinOpConverter {
   ElementwiseAddOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~ElementwiseAddOpConverter() {}
@@ -37,6 +38,7 @@ class ElementwiseMulOpConverter : public AnakinOpConverter {
   ElementwiseMulOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~ElementwiseMulOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/fc.cc b/paddle/fluid/inference/anakin/convert/fc.cc
@@ -27,6 +27,7 @@ namespace inference {
 namespace anakin {
 
 void FcBaseOpConverter::operator()(const framework::proto::OpDesc &op,
+                                   const framework::BlockDesc &block_desc,
                                    const framework::Scope &scope,
                                    bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/fc.h b/paddle/fluid/inference/anakin/convert/fc.h
@@ -25,6 +25,7 @@ class FcBaseOpConverter : public AnakinOpConverter {
   FcBaseOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~FcBaseOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/flatten.cc b/paddle/fluid/inference/anakin/convert/flatten.cc
@@ -26,6 +26,7 @@ namespace inference {
 namespace anakin {
 
 void FlattenOpConverter::operator()(const framework::proto::OpDesc &op,
+                                    const framework::BlockDesc &block_desc,
                                     const framework::Scope &scope,
                                     bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/flatten.h b/paddle/fluid/inference/anakin/convert/flatten.h
@@ -25,6 +25,7 @@ class FlattenOpConverter : public AnakinOpConverter {
   FlattenOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~FlattenOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/im2sequence.cc b/paddle/fluid/inference/anakin/convert/im2sequence.cc
@@ -31,6 +31,7 @@ namespace inference {
 namespace anakin {
 
 void Im2SequenceConverter::operator()(const framework::proto::OpDesc &op,
+                                      const framework::BlockDesc &block_desc,
                                       const framework::Scope &scope,
                                       bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/im2sequence.h b/paddle/fluid/inference/anakin/convert/im2sequence.h
@@ -25,6 +25,7 @@ class Im2SequenceConverter : public AnakinOpConverter {
   Im2SequenceConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~Im2SequenceConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/op_converter.h b/paddle/fluid/inference/anakin/convert/op_converter.h
@@ -40,8 +40,10 @@ class AnakinOpConverter {
   AnakinOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope, bool test_mode) {}
   void ConvertOp(const framework::proto::OpDesc &op,
+                 const framework::BlockDesc &block_desc,
                  const std::unordered_set<std::string> &parameters,
                  const framework::Scope &scope, AnakinNvEngine *engine,
                  bool test_mode = false) {
@@ -58,16 +60,17 @@ class AnakinOpConverter {
     }
     PADDLE_ENFORCE_NOT_NULL(it, "no OpConverter for optype [%s]", op_type);
     it->SetEngine(engine);
-    (*it)(op, scope, test_mode);
+    (*it)(op, block_desc, scope, test_mode);
   }
 
-  void ConvertBlock(const framework::proto::BlockDesc &block,
+  void ConvertBlock(framework::BlockDesc *block_desc,
                     const std::unordered_set<std::string> &parameters,
                     const framework::Scope &scope, AnakinNvEngine *engine) {
     std::unique_lock<std::mutex> lock(mutex_);
-    for (auto i = 0; i < block.ops_size(); i++) {
-      auto &op = block.ops(i);
-      ConvertOp(op, parameters, scope, engine);
+    framework::proto::BlockDesc *block = block_desc->Proto();
+    for (auto i = 0; i < block->ops_size(); i++) {
+      auto &op = block->ops(i);
+      ConvertOp(op, *block_desc, parameters, scope, engine);
     }
   }
 
@@ -77,8 +80,7 @@ class AnakinOpConverter {
       const std::vector<std::string> &inputs,
       const std::unordered_set<std::string> &parameters,
       const std::vector<std::string> &outputs, AnakinNvEngine *engine) {
-    framework::proto::BlockDesc *block_proto = block_desc->Proto();
-    ConvertBlock(*block_proto, parameters, *scope, engine);
+    ConvertBlock(block_desc, parameters, *scope, engine);
 
     engine->Freeze();
     // if the max_batch size

diff --git a/paddle/fluid/inference/anakin/convert/pool2d.cc b/paddle/fluid/inference/anakin/convert/pool2d.cc
@@ -31,6 +31,7 @@ namespace inference {
 namespace anakin {
 
 void Pool2dOpConverter::operator()(const framework::proto::OpDesc &op,
+                                   const framework::BlockDesc &block_desc,
                                    const framework::Scope &scope,
                                    bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/pool2d.h b/paddle/fluid/inference/anakin/convert/pool2d.h
@@ -25,6 +25,7 @@ class Pool2dOpConverter : public AnakinOpConverter {
   Pool2dOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~Pool2dOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/relu.cc b/paddle/fluid/inference/anakin/convert/relu.cc
@@ -26,6 +26,7 @@ namespace inference {
 namespace anakin {
 
 void ReluOpConverter::operator()(const framework::proto::OpDesc &op,
+                                 const framework::BlockDesc &block_desc,
                                  const framework::Scope &scope,
                                  bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/relu.h b/paddle/fluid/inference/anakin/convert/relu.h
@@ -27,6 +27,7 @@ class ReluOpConverter : public AnakinOpConverter {
   ReluOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~ReluOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/reshape.cc b/paddle/fluid/inference/anakin/convert/reshape.cc
@@ -26,6 +26,7 @@ namespace inference {
 namespace anakin {
 
 void ReshapeOpConverter::operator()(const framework::proto::OpDesc &op,
+                                    const framework::BlockDesc &block_desc,
                                     const framework::Scope &scope,
                                     bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/reshape.h b/paddle/fluid/inference/anakin/convert/reshape.h
@@ -25,6 +25,7 @@ class ReshapeOpConverter : public AnakinOpConverter {
   ReshapeOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~ReshapeOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/scale.cc b/paddle/fluid/inference/anakin/convert/scale.cc
@@ -26,6 +26,7 @@ namespace inference {
 namespace anakin {
 
 void ScaleOpConverter::operator()(const framework::proto::OpDesc &op,
+                                  const framework::BlockDesc &block_desc,
                                   const framework::Scope &scope,
                                   bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/scale.h b/paddle/fluid/inference/anakin/convert/scale.h
@@ -27,6 +27,7 @@ class ScaleOpConverter : public AnakinOpConverter {
   ScaleOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~ScaleOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/softmax.cc b/paddle/fluid/inference/anakin/convert/softmax.cc
@@ -24,6 +24,7 @@ namespace inference {
 namespace anakin {
 
 void SoftMaxOpConverter::operator()(const framework::proto::OpDesc &op,
+                                    const framework::BlockDesc &block_desc,
                                     const framework::Scope &scope,
                                     bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);
@@ -32,8 +33,16 @@ void SoftMaxOpConverter::operator()(const framework::proto::OpDesc &op,
   auto input = op_desc.Input("X").front();
   auto output = op_desc.Output("Out").front();
   auto op_name = op_desc.Type() + ":" + op_desc.Output("Out").front();
+
+  auto input_var_desc = block_desc.FindVar(input);
+  PADDLE_ENFORCE(input_var_desc,
+                 "Cant find %s variable When runing Anakin Softmax converter.",
+                 input);
+  auto input_shape_in_fluid = input_var_desc->GetShape();
+  size_t input_dims = input_shape_in_fluid.size();
+
   engine_->AddOp(op_name, "Softmax", {input}, {output});
-  engine_->AddOpAttr(op_name, "axis", 2);
+  engine_->AddOpAttr(op_name, "axis", static_cast<int>(input_dims - 1));
 }
 
 }  // namespace anakin

diff --git a/paddle/fluid/inference/anakin/convert/softmax.h b/paddle/fluid/inference/anakin/convert/softmax.h
@@ -25,6 +25,7 @@ class SoftMaxOpConverter : public AnakinOpConverter {
   SoftMaxOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~SoftMaxOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/split.cc b/paddle/fluid/inference/anakin/convert/split.cc
@@ -30,6 +30,7 @@ namespace inference {
 namespace anakin {
 
 void SplitOpConverter::operator()(const framework::proto::OpDesc &op,
+                                  const framework::BlockDesc &block_desc,
                                   const framework::Scope &scope,
                                   bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);

diff --git a/paddle/fluid/inference/anakin/convert/split.h b/paddle/fluid/inference/anakin/convert/split.h
@@ -25,6 +25,7 @@ class SplitOpConverter : public AnakinOpConverter {
   SplitOpConverter() = default;
 
   virtual void operator()(const framework::proto::OpDesc &op,
+                          const framework::BlockDesc &block_desc,
                           const framework::Scope &scope,
                           bool test_mode) override;
   virtual ~SplitOpConverter() {}

diff --git a/paddle/fluid/inference/anakin/convert/sum.cc b/paddle/fluid/inference/anakin/convert/sum.cc
@@ -31,6 +31,7 @@ namespace inference {
 namespace anakin {
 
 void SumOpConverter::operator()(const framework::proto::OpDesc &op,
+                                const framework::BlockDesc &block_desc,
                                 const framework::Scope &scope, bool test_mode) {
   framework::OpDesc op_desc(op, nullptr);
   PADDLE_ENFORCE_EQ(op_desc.Input("X").size(), 2);