Initial commit0.1.0-rc.1

Change-Id: I2fb0933d595a6ede6417d09dd905ef72d6c60c9b

1 files changed, 82 insertions, 0 deletions

diff --git a/tosa_checker/tosa_checker.h b/tosa_checker/tosa_checker.h
new file mode 100644
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--- /dev/null
+++ b/tosa_checker/tosa_checker.h
@@ -0,0 +1,82 @@
+/*
+SPDX-FileCopyrightText: Copyright 2022, Arm Limited and/or its affiliates.
+SPDX-License-Identifier: Apache-2.0
+*/
+#ifndef TOSA_CHECKER_H_
+#define TOSA_CHECKER_H_
+
+#include <map>
+#include <optional>
+#include <string>
+#include <vector>
+
+#include "mlir/include/mlir/IR/BuiltinOps.h"
+#include "mlir/include/mlir/IR/MLIRContext.h"
+#include "mlir/include/mlir/IR/OwningOpRef.h"
+
+namespace tosa_checker {
+
+class TOSAChecker {
+ public:
+  struct Operator {
+    Operator(std::string name, std::string location,
+             std::map<std::string, std::string> attributes,
+             bool is_tosa_compatible, std::string mlir_representation)
+        : name(std::move(name)),
+          location(std::move(location)),
+          attributes(std::move(attributes)),
+          is_tosa_compatible(is_tosa_compatible),
+          mlir_representation(std::move(mlir_representation)) {}
+
+    std::string name;
+    std::string location;
+    std::map<std::string, std::string> attributes;
+    bool is_tosa_compatible;
+    std::string mlir_representation;
+  };
+
+  TOSAChecker(const std::string& model_path);
+
+  bool IsTOSACompatible();
+
+  std::vector<Operator> GetTOSACompatibilityForOps(bool elide_large_attrs);
+
+  std::vector<Operator> GetUsedTOSAOps(bool elide_large_attrs);
+
+  std::string GetMLIRModelRepresentation(bool elide_large_attrs);
+  std::string GetMLIRTOSAModelRepresentation(bool elide_large_attrs);
+
+ private:
+  template <typename T>
+  static std::string GetMLIRRepresentation(T&& op);
+
+  template <typename T>
+  static std::string GetMLIRRepresentation(T&& op, bool elide_large_attrs);
+
+  static std::vector<mlir::Operation*> GetTOSAOps(mlir::ModuleOp model);
+
+  static Operator ToOperator(mlir::Operation& op, bool is_tosa_compatible,
+                             bool elide_large_attrs);
+
+  static mlir::OwningOpRef<mlir::ModuleOp> TFLiteFileToMLIR(
+      const std::string& model_path, mlir::MLIRContext* context);
+
+  static void LegalizeTFLToTOSA(mlir::ModuleOp mlir_module);
+
+  static std::map<std::string, std::string> GetAttributes(
+      mlir::Operation& op, bool elide_large_attrs);
+
+ private:
+  static constexpr std::int64_t ELIDE_LARGE_ATTRS_LIMIT = 16;
+
+  mlir::MLIRContext m_context;
+  mlir::OwningOpRef<mlir::ModuleOp> m_model;
+  mlir::OwningOpRef<mlir::ModuleOp> m_tosa_model;
+};
+
+}  // namespace tosa_checker
+
+std::ostream& operator<<(std::ostream& os,
+                         const tosa_checker::TOSAChecker::Operator& op);
+
+#endif