µtvm debug improvements (#5648)

* Forever loop in UTVMDone to aid debugging

* Use parameter and callback function as a micro debug hook.

 * Previously, users had to uncomment a region of code in
   micro_session.cc and recompile to debug. Now they can pass in a
   key in the micro.Session config:

       config = tvm.micro.device....generate_config()
       config['debug_func'] = _python_launch_gdb
       with micro.Session(config) as sess:
         ....

* clang-format

* Only forever loop on device (on host this blocks unittests)

diff --git a/python/tvm/micro/base.py b/python/tvm/micro/base.py
index bf4fd0a..cb3c843 100644 (file)
--- a/python/tvm/micro/base.py
+++ b/python/tvm/micro/base.py
@@ -126,7 +126,8 @@ class Session:
             self.thumb_mode,
             self.use_device_timer,
             server_addr,
-            server_port)
+            server_port,
+            config.get("debug_func"))
         self._enter = self.module["enter"]
         self._exit = self.module["exit"]
         self.get_last_batch_time = self.module["get_last_batch_time"]

diff --git a/python/tvm/micro/device/host.py b/python/tvm/micro/device/host.py
index 0cf2987..cad65b9 100644 (file)
--- a/python/tvm/micro/device/host.py
+++ b/python/tvm/micro/device/host.py
@@ -64,6 +64,7 @@ def create_micro_lib(obj_path, src_path, lib_type, options=None, lib_src_paths=N
     options.append("-O0")
     if sys.maxsize > 2**32 and sys.platform.startswith("linux"):
         options += ["-mcmodel=large"]
+    options.append('-DUTVM_TARGET_HOST')
     create_micro_lib_base(
         obj_path, src_path, TOOLCHAIN_PREFIX, DEVICE_ID, lib_type, options=options,
         lib_src_paths=lib_src_paths)

diff --git a/src/runtime/micro/host_driven/utvm_runtime.c b/src/runtime/micro/host_driven/utvm_runtime.c
index 303e504..398a08a 100644 (file)
--- a/src/runtime/micro/host_driven/utvm_runtime.c
+++ b/src/runtime/micro/host_driven/utvm_runtime.c
@@ -101,7 +101,13 @@ void UTVMMain() {
 
 // We use a dummy function to signal execution is finished for device
 // backends which require breakpoints.
-void __attribute__((noinline)) UTVMDone() { utvm_done = 1; }
+void __attribute__((noinline)) UTVMDone() {
+  utvm_done = 1;
+#ifndef UTVM_TARGET_HOST
+  for (;;) {
+  }
+#endif
+}
 
 #define ALIGNED_UP(x, word_size) \
   ((((word_size) - (((uintptr_t)(x)) % (word_size))) % (word_size)) + (x))

diff --git a/src/runtime/micro/micro_session.cc b/src/runtime/micro/micro_session.cc
index cdf373b..f458872 100644 (file)
--- a/src/runtime/micro/micro_session.cc
+++ b/src/runtime/micro/micro_session.cc
@@ -71,12 +71,13 @@ MicroSession::MicroSession(const std::string& comms_method, const std::string& b
                            uint64_t heap_start, size_t heap_size, uint64_t workspace_start,
                            size_t workspace_size, uint64_t stack_start, size_t stack_size,
                            TargetWordSize word_size, bool thumb_mode, bool use_device_timer,
-                           const std::string& server_addr, int port)
+                           const std::string& server_addr, int port, PackedFunc debug_func)
     : toolchain_prefix_(toolchain_prefix),
       word_size_(word_size),
       thumb_mode_(thumb_mode),
       use_device_timer_(use_device_timer),
-      batch_args_encoder_(args_size, word_size) {
+      batch_args_encoder_(args_size, word_size),
+      debug_func_{debug_func} {
   if (comms_method == "host") {
     // TODO(weberlo): move checks to python
     CHECK(text_start == 0 && rodata_start == 0 && data_start == 0 && bss_start == 0 &&
@@ -292,23 +293,32 @@ void MicroSession::FlushTaskQueuePriv() {
     utvm_init_addr += 1;
   }
 
-  std::chrono::time_point<std::chrono::high_resolution_clock, std::chrono::nanoseconds> tbegin,
-      tend;
-  tbegin = std::chrono::high_resolution_clock::now();
-  // std::string tmp;
-  // while (tmp[0] != 'd' && tmp[0] != 'e') {
-  //   std::cout << "How to proceed? [Debug / Execute] ";
-  //   getline(std::cin, tmp);
-  //   CHECK(std::cin.good()) << "Stdin closed";
-  //   tmp[0] = std::tolower(tmp[0]);
-  // }
-  // if (tmp[0] == 'd') {
-  //   std::cout << "Launch debugger; [Enter] to resume automated execution";
-  //   getline(std::cin, tmp);
-  // } else {
-  low_level_device()->Execute(utvm_init_addr, utvm_done_addr);
-  // }
-  tend = std::chrono::high_resolution_clock::now();
+  bool did_debug = false;
+  if (debug_func_ != nullptr) {
+    TVMRetValue rv = debug_func_();
+    if (rv.type_code() == kTVMNullptr) {
+      did_debug = true;
+    } else {
+      did_debug = static_cast<bool>(rv);
+    }
+
+    if (did_debug && !use_device_timer_) {
+      LOG(INFO) << "NOTE: when debugging and use_device_timer == false, reported execution time "
+                << "will be inaccurate!";
+    }
+  }
+
+  if (!did_debug) {
+    std::chrono::time_point<std::chrono::high_resolution_clock, std::chrono::nanoseconds> tbegin,
+        tend;
+    tbegin = std::chrono::high_resolution_clock::now();
+    low_level_device()->Execute(utvm_init_addr, utvm_done_addr);
+    tend = std::chrono::high_resolution_clock::now();
+    if (!use_device_timer_) {
+      last_batch_time_ +=
+          std::chrono::duration_cast<std::chrono::duration<double>>(tend - tbegin).count() * 1000;
+    }
+  }
 
   // Check if there was an error during execution.  If so, log it.
   CheckDeviceError();
@@ -326,8 +336,6 @@ void MicroSession::FlushTaskQueuePriv() {
     }
     last_batch_time_ += static_cast<double>(sum) / 1e3;
   } else {
-    last_batch_time_ +=
-        std::chrono::duration_cast<std::chrono::duration<double>>(tend - tbegin).count() * 1000;
     // TODO(weberlo): Reading internal data structure is hacky.
     uint64_t sum = 0;
     std::vector<uint32_t> times;
@@ -665,11 +673,12 @@ TVM_REGISTER_GLOBAL("micro._CreateSession").set_body([](TVMArgs args, TVMRetValu
   bool use_device_timer = args[21];
   const std::string& server_addr = args[22];
   int port = args[23];
+  PackedFunc debug_func = args[24];
   ObjectPtr<MicroSession> session = make_object<MicroSession>(
       comms_method, binary_path, toolchain_prefix, text_start, text_size, rodata_start, rodata_size,
       data_start, data_size, bss_start, bss_size, args_start, args_size, heap_start, heap_size,
       workspace_start, workspace_size, stack_start, stack_size, word_size, thumb_mode,
-      use_device_timer, server_addr, port);
+      use_device_timer, server_addr, port, debug_func);
   *rv = Module(session);
 });
 

diff --git a/src/runtime/micro/micro_session.h b/src/runtime/micro/micro_session.h
index 0b65317..f911cf7 100644 (file)
--- a/src/runtime/micro/micro_session.h
+++ b/src/runtime/micro/micro_session.h
@@ -107,7 +107,7 @@ class MicroSession : public ModuleNode {
                uint64_t heap_start, size_t heap_size, uint64_t workspace_start,
                size_t workspace_size, uint64_t stack_start, size_t stack_size,
                TargetWordSize word_size, bool thumb_mode, bool use_device_timer,
-               const std::string& server_addr, int port);
+               const std::string& server_addr, int port, PackedFunc debug_func);
 
   /*!
    * \brief destructor
@@ -244,6 +244,8 @@ class MicroSession : public ModuleNode {
   double last_batch_time_;
   /*! \brief TODO hack */
   double last_batch_cycles_;
+  /*! \brief the debug function invoked to launch gdb */
+  PackedFunc debug_func_;
 
   /*!
    * \brief patches a function pointer in this module to an implementation