make passes related to the device type, test=develop (#2012)

* make passes related to the device type, test=develop

* improve tips, test=develop

lite/backends/cuda/math/utils.h

@@ -17,6 +17,7 @@
 #include <cuda_fp16.h>
 #include <cuda_runtime.h>
 #include <cudnn.h>
+#include <limits>
 #include <string>
 
 namespace paddle {
@@ -39,8 +40,8 @@ __device__ __forceinline__ half from_float<half>(float x) {
 
 template <>
 __device__ __forceinline__ int8_t from_float<int8_t>(float x) {
-  x = fmaxf(x, INT8_MIN);
-  x = fminf(x, INT8_MAX);
+  x = fmaxf(x, std::numeric_limits<char>::min());
+  x = fminf(x, std::numeric_limits<char>::max());
   return __float2int_rn(x);
 }
 

lite/core/mir/argument_type_display_pass.cc

@@ -42,4 +42,5 @@ class ArgumentTypeDisplayPass : public DebugPass {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(argument_type_display_pass,
-                  paddle::lite::mir::ArgumentTypeDisplayPass);
+                  paddle::lite::mir::ArgumentTypeDisplayPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/demo_pass.cc

@@ -34,4 +34,4 @@ bool RegisterDemoPass() {
 }  // namespace lite
 }  // namespace paddle
 
-REGISTER_MIR_PASS(demo, paddle::lite::mir::DemoPass);
+REGISTER_MIR_PASS(demo, paddle::lite::mir::DemoPass).SetTargets({TARGET(kAny)});

lite/core/mir/elimination/identity_scale_eliminate_pass.cc

@@ -69,4 +69,5 @@ class IdentityScaleEliminatePass : public ProgramPass {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(identity_scale_eliminate_pass,
-                  paddle::lite::mir::IdentityScaleEliminatePass);
+                  paddle::lite::mir::IdentityScaleEliminatePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/fusion/conv_activation_fuse_pass.cc

@@ -38,4 +38,5 @@ void ConvActivationFusePass::Apply(const std::unique_ptr<SSAGraph>& graph) {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(lite_conv_activation_fuse_pass,
-                  paddle::lite::mir::ConvActivationFusePass);
+                  paddle::lite::mir::ConvActivationFusePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/fusion/conv_bn_fuse_pass.cc

@@ -34,4 +34,5 @@ void ConvBNFusePass::Apply(const std::unique_ptr<SSAGraph>& graph) {
 }  // namespace lite
 }  // namespace paddle
 
-REGISTER_MIR_PASS(lite_conv_bn_fuse_pass, paddle::lite::mir::ConvBNFusePass);
+REGISTER_MIR_PASS(lite_conv_bn_fuse_pass, paddle::lite::mir::ConvBNFusePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/fusion/conv_elementwise_fuse_pass.cc

@@ -38,4 +38,5 @@ void ConvElementwiseFusePass::Apply(const std::unique_ptr<SSAGraph>& graph) {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(lite_conv_elementwise_fuse_pass,
-                  paddle::lite::mir::ConvElementwiseFusePass);
+                  paddle::lite::mir::ConvElementwiseFusePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/fusion/elementwise_add_activation_fuse_pass.cc

@@ -33,4 +33,5 @@ void ElementwiseAddActivationFusePass::Apply(
 }  // namespace paddle
 
 REGISTER_MIR_PASS(lite_elementwise_add_activation_fuse_pass,
-                  paddle::lite::mir::ElementwiseAddActivationFusePass);
+                  paddle::lite::mir::ElementwiseAddActivationFusePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/fusion/fc_fuse_pass.cc

@@ -31,4 +31,5 @@ void FcFusePass::Apply(const std::unique_ptr<SSAGraph>& graph) {
 }  // namespace lite
 }  // namespace paddle
 
-REGISTER_MIR_PASS(lite_fc_fuse_pass, paddle::lite::mir::FcFusePass);
+REGISTER_MIR_PASS(lite_fc_fuse_pass, paddle::lite::mir::FcFusePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/fusion/interpolate_fuse_pass.cc

@@ -35,4 +35,5 @@ void InterpolateFusePass::Apply(const std::unique_ptr<SSAGraph>& graph) {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(lite_interpolate_fuse_pass,
-                  paddle::lite::mir::InterpolateFusePass);
+                  paddle::lite::mir::InterpolateFusePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/fusion/quant_dequant_fuse_pass.cc

@@ -15,6 +15,7 @@
 #include "lite/core/mir/fusion/quant_dequant_fuse_pass.h"
 #include <memory>
 #include <vector>
+#include "lite/api/paddle_place.h"
 #include "lite/core/mir/fusion/quant_dequant_op_fuser.h"
 #include "lite/core/mir/pass_registry.h"
 
@@ -42,4 +43,5 @@ void QuantDequantFusePass::Apply(const std::unique_ptr<SSAGraph>& graph) {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(lite_quant_dequant_fuse_pass,
-                  paddle::lite::mir::QuantDequantFusePass);
+                  paddle::lite::mir::QuantDequantFusePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/fusion/shuffle_channel_fuse_pass.cc

@@ -35,4 +35,5 @@ void ShuffleChannelFusePass::Apply(const std::unique_ptr<SSAGraph>& graph) {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(lite_shuffle_channel_fuse_pass,
-                  paddle::lite::mir::ShuffleChannelFusePass);
+                  paddle::lite::mir::ShuffleChannelFusePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/fusion/transpose_softmax_transpose_fuse_pass.cc

@@ -36,4 +36,5 @@ void TransposeSoftmaxTransposeFusePass::Apply(
 }  // namespace paddle
 
 REGISTER_MIR_PASS(lite_transpose_softmax_transpose_fuse_pass,
-                  paddle::lite::mir::TransposeSoftmaxTransposeFusePass);
+                  paddle::lite::mir::TransposeSoftmaxTransposeFusePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/generate_program_pass.cc

@@ -38,5 +38,5 @@ void GenerateProgramPass::Apply(const std::unique_ptr<SSAGraph>& graph) {
 }  // namespace lite
 }  // namespace paddle
 
-REGISTER_MIR_PASS(generate_program_pass,
-                  paddle::lite::mir::GenerateProgramPass);
+REGISTER_MIR_PASS(generate_program_pass, paddle::lite::mir::GenerateProgramPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/graph_visualize_pass.cc

@@ -98,4 +98,5 @@ std::string Visualize(mir::SSAGraph* graph) {
 }  // namespace lite
 }  // namespace paddle
 
-REGISTER_MIR_PASS(graph_visualze, paddle::lite::mir::GraphVisualizePass);
+REGISTER_MIR_PASS(graph_visualze, paddle::lite::mir::GraphVisualizePass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/io_copy_kernel_pick_pass.cc

@@ -71,4 +71,5 @@ class IoCopyKernelPickPass : public StmtPass {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(io_copy_kernel_pick_pass,
-                  paddle::lite::mir::IoCopyKernelPickPass);
+                  paddle::lite::mir::IoCopyKernelPickPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/pass.h

@@ -14,7 +14,9 @@
 
 #pragma once
 #include <memory>
+#include <set>
 #include <string>
+
 #include "lite/core/mir/node.h"
 #include "lite/core/mir/ssa_graph.h"
 
@@ -44,6 +46,13 @@ class Pass {
   void set_doc(const std::string& doc) { doc_ = doc; }
   const std::string& doc() const { return doc_; }
 
+  void set_targets(const std::set<TargetType>& targets) { targets_ = targets; }
+  const std::set<TargetType>& targets() const { return targets_; }
+  bool is_supported_target(TargetType target) const {
+    if (targets_.find(TARGET(kAny)) != targets_.end()) return true;
+    return (targets_.find(target) != targets_.end());
+  }
+
   Kind kind() const { return kind_; }
   bool is_debug_pass() const { return kind_ == Kind::kDebug; }
   bool is_program_pass() const { return kind_ == Kind::kProgramWise; }
@@ -55,6 +64,7 @@ class Pass {
   const Kind kind_;
   std::string name_;
   std::string doc_;
+  std::set<TargetType> targets_;
 };
 
 // Different kinds.

lite/core/mir/pass_registry.h

@@ -14,8 +14,10 @@
 
 #pragma once
 
+#include <set>
 #include <string>
 #include "lite/api/paddle_lite_factory_helper.h"
+#include "lite/api/paddle_place.h"
 #include "lite/core/mir/pass_manager.h"
 
 namespace paddle {
@@ -24,12 +26,19 @@ namespace mir {
 
 class PassRegistry {
  public:
-  PassRegistry(const std::string& name, mir::Pass* pass) {
-    VLOG(2) << "Registry add MIR pass " << name;
-    PassManager::Global().AddNewPass(name, pass);
+  PassRegistry(const std::string& name, mir::Pass* pass)
+      : name_(name), pass_(pass) {
+    PassManager::Global().AddNewPass(name_, pass_);
+  }
+  PassRegistry& SetTargets(const std::set<TargetType>& targets) {
+    pass_->set_targets(targets);
+    return *this;
   }
-
   bool Touch() const { return true; }
+
+ private:
+  std::string name_;
+  mir::Pass* pass_;
 };
 
 }  // namespace mir
@@ -41,4 +50,6 @@ class PassRegistry {
                                                             new class__); \
   bool mir_pass_registry##name__##_fake() {                               \
     return mir_pass_registry##name__.Touch();                             \
-  }
+  }                                                                       \
+  static paddle::lite::mir::PassRegistry mir_pass_registry_func_##name__  \
+      __attribute__((unused)) = mir_pass_registry##name__

lite/core/mir/runtime_context_assign_pass.cc

@@ -38,4 +38,5 @@ class RuntimeContextAssignPass : public StmtPass {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(runtime_context_assign_pass,
-                  paddle::lite::mir::RuntimeContextAssignPass);
+                  paddle::lite::mir::RuntimeContextAssignPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/static_kernel_pick_pass.cc

@@ -132,4 +132,5 @@ void StaticKernelPickPass::Apply(const std::unique_ptr<SSAGraph>& graph) {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(static_kernel_pick_pass,
-                  paddle::lite::mir::StaticKernelPickPass);
+                  paddle::lite::mir::StaticKernelPickPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/subgraph/generate_npu_program_pass.cc

@@ -214,4 +214,5 @@ std::unique_ptr<RuntimeProgram> GenerateNPUProgramPass::GenProgram() {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(generate_npu_program_pass,
-                  paddle::lite::mir::subgraph::GenerateNPUProgramPass);
+                  paddle::lite::mir::subgraph::GenerateNPUProgramPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/subgraph/subgraph_program_pass.cc

@@ -310,4 +310,5 @@ int SubgraphProgramPass::FuseSubgraph(
 }  // namespace paddle
 
 REGISTER_MIR_PASS(subgraph_program_pass,
-                  paddle::lite::mir::subgraph::SubgraphProgramPass);
+                  paddle::lite::mir::subgraph::SubgraphProgramPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/type_layout_cast_pass.cc

@@ -173,4 +173,5 @@ void TypeLayoutTransformPass::SetValidPlaces(
 }  // namespace paddle
 
 REGISTER_MIR_PASS(type_layout_cast_pass,
-                  paddle::lite::mir::TypeLayoutTransformPass);
+                  paddle::lite::mir::TypeLayoutTransformPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/type_precision_cast_pass.cc

@@ -179,4 +179,5 @@ void PrecisionCastPass::SetValidPlaces(const std::vector<Place>& valid_places) {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(type_precision_cast_pass,
-                  paddle::lite::mir::PrecisionCastPass);
+                  paddle::lite::mir::PrecisionCastPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/type_target_cast_pass.cc

@@ -179,4 +179,5 @@ void TypeTargetTransformPass::SetValidPlaces(
 }  // namespace paddle
 
 REGISTER_MIR_PASS(type_target_cast_pass,
-                  paddle::lite::mir::TypeTargetTransformPass);
+                  paddle::lite::mir::TypeTargetTransformPass)
+    .SetTargets({TARGET(kAny)});

lite/core/mir/variable_place_inference_pass.cc

@@ -31,4 +31,5 @@ void VariablePlaceInferencePass::Apply(const std::unique_ptr<SSAGraph> &graph) {
 }  // namespace paddle
 
 REGISTER_MIR_PASS(variable_place_inference_pass,
-                  paddle::lite::mir::VariablePlaceInferencePass);
+                  paddle::lite::mir::VariablePlaceInferencePass)
+    .SetTargets({TARGET(kAny)});

lite/core/op_registry.h

@@ -153,9 +153,6 @@ class KernelRegistry final {
       const std::string &name,
       typename KernelRegistryForTarget<Target, Precision, Layout>::creator_t
           &&creator) {
-    VLOG(3) << "register for " << TargetToStr(Target) << ":"
-            << PrecisionToStr(Precision) << "//"
-            << GetKernelOffset<Target, Precision, Layout>();
     using kernel_registor_t =
         KernelRegistryForTarget<Target, Precision, Layout>;
     auto &varient = registries_[GetKernelOffset<Target, Precision, Layout>()];
@@ -219,9 +216,6 @@ class KernelRegistor : public lite::Registor<KernelType> {
  public:
   KernelRegistor(const std::string &op_type, const std::string &alias)
       : Registor<KernelType>([=] {
-          VLOG(3) << "Register kernel " << op_type << " for "
-                  << TargetToStr(target) << " " << PrecisionToStr(precision)
-                  << " " << DataLayoutToStr(layout) << " alias " << alias;
           KernelRegistry::Global().Register<target, precision, layout>(
               op_type, [=]() -> std::unique_ptr<KernelType> {
                 std::unique_ptr<KernelType> x(new KernelType);

lite/core/optimizer.h

@@ -183,11 +183,22 @@ class Optimizer {
   // Specify the passes and run them.
   void RunPasses(const std::vector<std::string>& passes) {
     for (auto& x : passes) {
-      LOG(INFO) << "== Running pass " << x;
-      auto* pass = mir::PassManager::Global().LookUp(x);
+      LOG(INFO) << "== Running pass: " << x;
+      mir::Pass* pass = mir::PassManager::Global().LookUp(x);
       CHECK(pass) << "Can not find pass: " << x;
+      bool supported = false;
+      for (const auto& place : valid_places_) {
+        if (pass->is_supported_target(place.target)) {
+          supported = true;
+        }
+      }
+      if (!supported) {
+        LOG(WARNING) << "Skip " << x
+                     << " pass because the target does not match.";
+      } else {
         pass->Apply(graph_);
-      LOG(INFO) << "== Running pass Done." << x;
+        LOG(INFO) << "== Finished running: " << x;
+      }
     }
   }