relay::StructuralHash to tvm::StructuralHash

include/tvm/relay/analysis.h

@@ -225,28 +225,6 @@ TVM_DLL Map<Expr, Integer> CollectDeviceAnnotationOps(const Expr& expr);
  */
 TVM_DLL Array<Pattern> UnmatchedCases(const Match& match, const IRModule& mod);
 
-/*! \brief A hashing structure in the style of std::hash. */
-struct StructuralHash {
-  /*! \brief Hash a Relay type.
-   *
-   * Implements structural hashing of a Relay type.
-   *
-   * \param type the type to hash.
-   *
-   * \return the hash value.
-   */
-  size_t operator()(const Type& type) const;
-  /*! \brief Hash a Relay expression.
-   *
-   * Implements structural hashing of a Relay expression.
-   *
-   * \param expr the expression to hash.
-   *
-   * \return the hash value.
-   */
-  size_t operator()(const Expr& expr) const;
-};
-
 }  // namespace relay
 }  // namespace tvm
 

python/tvm/relay/analysis/analysis.py

@@ -20,11 +20,10 @@
 This file contains the set of passes for Relay, which exposes an interface for
 configuring the passes and scripting them in Python.
 """
-from tvm.ir import RelayExpr, IRModule
+from tvm.ir import IRModule
 
 from . import _ffi_api
 from .feature import Feature
-from ..ty import Type
 
 
 def post_order_visit(expr, fvisit):
@@ -314,29 +313,6 @@ def detect_feature(a, b=None):
     return {Feature(int(x)) for x in _ffi_api.detect_feature(a, b)}
 
 
-def structural_hash(value):
-    """Hash a Relay expression structurally.
-
-    Parameters
-    ----------
-    expr : Union[tvm.relay.Expr, tvm.relay.Type]
-      The expression to hash.
-
-    Returns
-    -------
-    result : int
-      The hash value
-    """
-    if isinstance(value, RelayExpr):
-        return int(_ffi_api._expr_hash(value))
-    elif isinstance(value, Type):
-        return int(_ffi_api._type_hash(value))
-    else:
-        msg = ("found value of type {0} expected" +
-               "relay.Expr or relay.Type").format(type(value))
-        raise TypeError(msg)
-
-
 def extract_fused_functions(mod):
     """Pass to extract IRModule of only fused primitive functions.
 

python/tvm/relay/frontend/tensorflow.py

@@ -27,7 +27,7 @@
 
 from tvm.ir import IRModule
 from tvm.relay.prelude import Prelude
-from tvm.relay.analysis import structural_hash as s_hash
+from tvm.ir import structural_hash as s_hash
 
 from .. import analysis
 from .. import expr as _expr

python/tvm/relay/testing/py_converter.py

@@ -238,7 +238,7 @@ def create_op_call(self, op: Function, relay_args, py_args):
 
         # compile the function and register globally
         cc_key = compile_engine.CCacheKey(op, self.tgt)
-        func_hash = relay.analysis.structural_hash(op)
+        func_hash = tvm.ir.structural_hash(op)
         op_name = '_lowered_op_{}'.format(func_hash)
         if not tvm.get_global_func(op_name, allow_missing=True):
             jitted = self.engine.jit(cc_key, self.tgt)

src/relay/analysis/extract_fused_functions.cc

@@ -21,6 +21,7 @@
  * \file extract_fused_functions.cc
  * \brief Apply fusion and extract fused primitive functions from an IRModule
  */
+#include <tvm/node/structural_hash.h>
 #include <tvm/relay/analysis.h>
 #include <tvm/relay/expr.h>
 #include <tvm/relay/expr_functor.h>
@@ -55,7 +56,7 @@ class FusedFunctionExtractorWrapper : private ExprVisitor {
     if (n->HasNonzeroAttr(attr::kPrimitive)) {
       // Add function to functions, keyed by function hash string
       Function func = Function(n->params, n->body, n->ret_type, n->type_params, n->attrs);
-      size_t hash_ = StructuralHash()(func);
+      size_t hash_ = tvm::StructuralHash()(func);
       this->functions.Set(std::to_string(hash_), func);
     }
 

src/relay/backend/compile_engine.h

@@ -26,6 +26,7 @@
 #define TVM_RELAY_BACKEND_COMPILE_ENGINE_H_
 
 #include <tvm/node/structural_equal.h>
+#include <tvm/node/structural_hash.h>
 #include <tvm/tir/lowered_func.h>
 #include <tvm/runtime/module.h>
 #include <tvm/relay/analysis.h>
@@ -258,7 +259,7 @@ bool IsDynamic(const Type& ty);
 inline size_t CCacheKeyNode::Hash() const {
   if (hash_ != 0) return hash_;
   // do structral hash, avoid 0.
-  hash_ = StructuralHash()(this->source_func);
+  hash_ = tvm::StructuralHash()(this->source_func);
   hash_ = dmlc::HashCombine(
       hash_, std::hash<std::string>()(target->str()));
   if (hash_ == 0) hash_ = 1;

src/relay/backend/vm/lambda_lift.cc

@@ -23,6 +23,7 @@
  */
 
 #include <tvm/node/structural_equal.h>
+#include <tvm/node/structural_hash.h>
 #include <tvm/relay/expr.h>
 #include <tvm/relay/expr_functor.h>
 #include <tvm/support/logging.h>
@@ -39,7 +40,7 @@ namespace relay {
 namespace vm {
 
 inline std::string GenerateName(const Function& func) {
-  size_t hash = StructuralHash()(func);
+  size_t hash = tvm::StructuralHash()(func);
   return std::string("lifted_name") + std::to_string(hash);
 }