Move WrapTimeEvaluator from RPC to profiling, NFC

include/tvm/runtime/profiling.h

@@ -511,6 +511,29 @@ String ShapeString(const std::vector<int64_t>& shape, DLDataType dtype);
 PackedFunc ProfileFunction(Module mod, std::string func_name, int device_type, int device_id,
                            int warmup_iters, Array<MetricCollector> collectors);
 
+/*!
+ * \brief Wrap a timer function to measure the time cost of a given packed function.
+ * \param f The function argument.
+ * \param dev The device.
+ * \param number The number of times to run this function for taking average.
+ *        We call these runs as one `repeat` of measurement.
+ * \param repeat The number of times to repeat the measurement.
+ *        In total, the function will be invoked (1 + number x repeat) times,
+ *        where the first one is warm up and will be discarded.
+ *        The returned result contains `repeat` costs,
+ *        each of which is an average of `number` costs.
+ * \param min_repeat_ms The minimum duration of one `repeat` in milliseconds.
+ *        By default, one `repeat` contains `number` runs. If this parameter is set,
+ *        the parameters `number` will be dynamically adjusted to meet the
+ *        minimum duration requirement of one `repeat`.
+ *        i.e., When the run time of one `repeat` falls below this time,
+ *        the `number` parameter will be automatically increased.
+ * \param f_preproc The function to be executed before we excetute time evaluator.
+ * \return f_timer A timer function.
+ */
+PackedFunc WrapTimeEvaluator(PackedFunc f, Device dev, int number, int repeat, int min_repeat_ms,
+                             PackedFunc f_preproc = nullptr);
+
 }  // namespace profiling
 }  // namespace runtime
 }  // namespace tvm

src/runtime/graph_executor/debug/graph_executor_debug.cc

@@ -113,7 +113,7 @@ class GraphExecutorDebug : public GraphExecutor {
 
     // assume host runs things which is first device
     Device& d = devices_[0];
-    PackedFunc time_evaluator = WrapTimeEvaluator(
+    PackedFunc time_evaluator = profiling::WrapTimeEvaluator(
         TypedPackedFunc<void()>([this, node_index]() { this->RunOpHost(node_index); }), d, number,
         repeat, min_repeat_ms);
     std::string result = time_evaluator();

src/runtime/profiling.cc

@@ -739,6 +739,61 @@ TVM_REGISTER_GLOBAL("runtime.profiling.ProfileFunction")
       }
     });
 
+PackedFunc WrapTimeEvaluator(PackedFunc pf, Device dev, int number, int repeat, int min_repeat_ms,
+                             PackedFunc f_preproc) {
+  ICHECK(pf != nullptr);
+
+  if (static_cast<int>(dev.device_type) == static_cast<int>(kDLMicroDev)) {
+    auto get_micro_time_evaluator = runtime::Registry::Get("micro._GetMicroTimeEvaluator");
+    ICHECK(get_micro_time_evaluator != nullptr) << "micro backend not enabled";
+    return (*get_micro_time_evaluator)(pf, dev, number, repeat);
+  }
+
+  auto ftimer = [pf, dev, number, repeat, min_repeat_ms, f_preproc](TVMArgs args,
+                                                                    TVMRetValue* rv) mutable {
+    TVMRetValue temp;
+    std::ostringstream os;
+    // skip first time call, to activate lazy compilation components.
+    pf.CallPacked(args, &temp);
+
+    DeviceAPI::Get(dev)->StreamSync(dev, nullptr);
+
+    for (int i = 0; i < repeat; ++i) {
+      if (f_preproc != nullptr) {
+        f_preproc.CallPacked(args, &temp);
+      }
+      double duration_ms = 0.0;
+
+      do {
+        if (duration_ms > 0.0) {
+          number = static_cast<int>(std::max((min_repeat_ms / (duration_ms / number) + 1),
+                                             number * 1.618));  // 1.618 is chosen by random
+        }
+
+        Timer t = Timer::Start(dev);
+        // start timing
+        for (int i = 0; i < number; ++i) {
+          pf.CallPacked(args, &temp);
+        }
+        t->Stop();
+        int64_t t_nanos = t->SyncAndGetElapsedNanos();
+        duration_ms = t_nanos / 1e6;
+      } while (duration_ms < min_repeat_ms);
+
+      double speed = duration_ms / 1e3 / number;
+      os.write(reinterpret_cast<char*>(&speed), sizeof(speed));
+    }
+
+    std::string blob = os.str();
+    TVMByteArray arr;
+    arr.size = blob.length();
+    arr.data = blob.data();
+    // return the time.
+    *rv = arr;
+  };
+  return PackedFunc(ftimer);
+}
+
 }  // namespace profiling
 }  // namespace runtime
 }  // namespace tvm

src/runtime/rpc/rpc_module.cc

@@ -357,61 +357,6 @@ inline void CPUCacheFlush(int begin_index, const TVMArgs& args) {
   }
 }
 
-PackedFunc WrapTimeEvaluator(PackedFunc pf, Device dev, int number, int repeat, int min_repeat_ms,
-                             PackedFunc f_preproc) {
-  ICHECK(pf != nullptr);
-
-  if (static_cast<int>(dev.device_type) == static_cast<int>(kDLMicroDev)) {
-    auto get_micro_time_evaluator = runtime::Registry::Get("micro._GetMicroTimeEvaluator");
-    ICHECK(get_micro_time_evaluator != nullptr) << "micro backend not enabled";
-    return (*get_micro_time_evaluator)(pf, dev, number, repeat);
-  }
-
-  auto ftimer = [pf, dev, number, repeat, min_repeat_ms, f_preproc](TVMArgs args,
-                                                                    TVMRetValue* rv) mutable {
-    TVMRetValue temp;
-    std::ostringstream os;
-    // skip first time call, to activate lazy compilation components.
-    pf.CallPacked(args, &temp);
-
-    DeviceAPI::Get(dev)->StreamSync(dev, nullptr);
-
-    for (int i = 0; i < repeat; ++i) {
-      if (f_preproc != nullptr) {
-        f_preproc.CallPacked(args, &temp);
-      }
-      double duration_ms = 0.0;
-
-      do {
-        if (duration_ms > 0.0) {
-          number = static_cast<int>(std::max((min_repeat_ms / (duration_ms / number) + 1),
-                                             number * 1.618));  // 1.618 is chosen by random
-        }
-
-        Timer t = Timer::Start(dev);
-        // start timing
-        for (int i = 0; i < number; ++i) {
-          pf.CallPacked(args, &temp);
-        }
-        t->Stop();
-        int64_t t_nanos = t->SyncAndGetElapsedNanos();
-        duration_ms = t_nanos / 1e6;
-      } while (duration_ms < min_repeat_ms);
-
-      double speed = duration_ms / 1e3 / number;
-      os.write(reinterpret_cast<char*>(&speed), sizeof(speed));
-    }
-
-    std::string blob = os.str();
-    TVMByteArray arr;
-    arr.size = blob.length();
-    arr.data = blob.data();
-    // return the time.
-    *rv = arr;
-  };
-  return PackedFunc(ftimer);
-}
-
 TVM_REGISTER_GLOBAL("runtime.RPCTimeEvaluator")
     .set_body_typed([](Optional<Module> opt_mod, std::string name, int device_type, int device_id,
                        int number, int repeat, int min_repeat_ms, std::string f_preproc_name) {
@@ -434,7 +379,7 @@ TVM_REGISTER_GLOBAL("runtime.RPCTimeEvaluator")
           }
           PackedFunc pf = m.GetFunction(name, true);
           CHECK(pf != nullptr) << "Cannot find " << name << " in the global registry";
-          return WrapTimeEvaluator(pf, dev, number, repeat, min_repeat_ms, f_preproc);
+          return profiling::WrapTimeEvaluator(pf, dev, number, repeat, min_repeat_ms, f_preproc);
         }
       } else {
         auto* pf = runtime::Registry::Get(name);
@@ -446,7 +391,7 @@ TVM_REGISTER_GLOBAL("runtime.RPCTimeEvaluator")
               << "Cannot find " << f_preproc_name << " in the global function";
           f_preproc = *pf_preproc;
         }
-        return WrapTimeEvaluator(*pf, dev, number, repeat, min_repeat_ms, f_preproc);
+        return profiling::WrapTimeEvaluator(*pf, dev, number, repeat, min_repeat_ms, f_preproc);
       }
     });
 

src/runtime/rpc/rpc_session.h

@@ -282,29 +282,6 @@ struct RemoteSpace {
   std::shared_ptr<RPCSession> sess;
 };
 
-/*!
- * \brief Wrap a timer function to measure the time cost of a given packed function.
- * \param f The function argument.
- * \param dev The device.
- * \param number The number of times to run this function for taking average.
- *        We call these runs as one `repeat` of measurement.
- * \param repeat The number of times to repeat the measurement.
- *        In total, the function will be invoked (1 + number x repeat) times,
- *        where the first one is warm up and will be discarded.
- *        The returned result contains `repeat` costs,
- *        each of which is an average of `number` costs.
- * \param min_repeat_ms The minimum duration of one `repeat` in milliseconds.
- *        By default, one `repeat` contains `number` runs. If this parameter is set,
- *        the parameters `number` will be dynamically adjusted to meet the
- *        minimum duration requirement of one `repeat`.
- *        i.e., When the run time of one `repeat` falls below this time,
- *        the `number` parameter will be automatically increased.
- * \param f_preproc The function to be executed before we excetute time evaluator.
- * \return f_timer A timer function.
- */
-PackedFunc WrapTimeEvaluator(PackedFunc f, Device dev, int number, int repeat, int min_repeat_ms,
-                             PackedFunc f_preproc = nullptr);
-
 /*!
  * \brief Create a Global RPC module that refers to the session.
  * \param sess The RPC session of the global module.