[microTVM] Refactor uTVM to microTVM

CONTRIBUTORS.md

@@ -63,7 +63,7 @@ We do encourage everyone to work anything they are interested in.
 - [Trevor Morris](https://github.com/trevor-m): @trevor-m - byoc, compiler
 - [Leandro Nunes](https://github.com/leandron): @leandron - tvmc
 - [Krzysztof Parzyszek](https://github.com/kparzysz-quic): @kparzysz-quic - hexagon, llvm
-- [Andrew Reusch](https://github.com/areusch): @areusch - runtime, µTVM
+- [Andrew Reusch](https://github.com/areusch): @areusch - runtime, microTVM
 - [Jared Roesch](https://github.com/jroesch) (PMC): @jroesch - relay
 - [Siju Samuel](https://github.com/siju-samuel): @siju-samuel - frontends
 - [Junru Shao](https://github.com/junrushao1994) @junrushao1994 - relay, compiler

NEWS.md

@@ -36,7 +36,7 @@ v0.7 brings many major features. The community works together to refactor the in
 * Intial Hexagon support
 * Bring your own codegen (BYOC) support
 
-The community also continues to bring high quality improvements to the existing modules including, but not limited to: better frontend coverage, performance, quantization, uTVM and dynamic shape support.
+The community also continues to bring high quality improvements to the existing modules including, but not limited to: better frontend coverage, performance, quantization, microTVM and dynamic shape support.
 
 ## New Features
 ### Automatic Scheduling (Experimental)

apps/microtvm/zephyr/aot_demo/src/main.c

@@ -83,52 +83,52 @@ void timer_expiry_function(struct k_timer* timer_id) { return; }
 
 #define MILLIS_TIL_EXPIRY 200
 #define TIME_TIL_EXPIRY (K_MSEC(MILLIS_TIL_EXPIRY))
-struct k_timer g_utvm_timer;
-uint32_t g_utvm_start_time;
-int g_utvm_timer_running = 0;
+struct k_timer g_microtvm_timer;
+uint32_t g_microtvm_start_time;
+int g_microtvm_timer_running = 0;
 
 // Called to start system timer.
 tvm_crt_error_t TVMPlatformTimerStart() {
-  if (g_utvm_timer_running) {
+  if (g_microtvm_timer_running) {
     TVMLogf("timer already running");
     return kTvmErrorPlatformTimerBadState;
   }
 
-  k_timer_start(&g_utvm_timer, TIME_TIL_EXPIRY, TIME_TIL_EXPIRY);
-  g_utvm_start_time = k_cycle_get_32();
-  g_utvm_timer_running = 1;
+  k_timer_start(&g_microtvm_timer, TIME_TIL_EXPIRY, TIME_TIL_EXPIRY);
+  g_microtvm_start_time = k_cycle_get_32();
+  g_microtvm_timer_running = 1;
   return kTvmErrorNoError;
 }
 
 // Called to stop system timer.
 tvm_crt_error_t TVMPlatformTimerStop(double* elapsed_time_seconds) {
-  if (!g_utvm_timer_running) {
+  if (!g_microtvm_timer_running) {
     TVMLogf("timer not running");
     return kTvmErrorSystemErrorMask | 2;
   }
 
   uint32_t stop_time = k_cycle_get_32();
 
   // compute how long the work took
-  uint32_t cycles_spent = stop_time - g_utvm_start_time;
-  if (stop_time < g_utvm_start_time) {
+  uint32_t cycles_spent = stop_time - g_microtvm_start_time;
+  if (stop_time < g_microtvm_start_time) {
     // we rolled over *at least* once, so correct the rollover it was *only*
     // once, because we might still use this result
-    cycles_spent = ~((uint32_t)0) - (g_utvm_start_time - stop_time);
+    cycles_spent = ~((uint32_t)0) - (g_microtvm_start_time - stop_time);
   }
 
   uint32_t ns_spent = (uint32_t)k_cyc_to_ns_floor64(cycles_spent);
   double hw_clock_res_us = ns_spent / 1000.0;
 
   // need to grab time remaining *before* stopping. when stopped, this function
   // always returns 0.
-  int32_t time_remaining_ms = k_timer_remaining_get(&g_utvm_timer);
-  k_timer_stop(&g_utvm_timer);
+  int32_t time_remaining_ms = k_timer_remaining_get(&g_microtvm_timer);
+  k_timer_stop(&g_microtvm_timer);
   // check *after* stopping to prevent extra expiries on the happy path
   if (time_remaining_ms < 0) {
     return kTvmErrorSystemErrorMask | 3;
   }
-  uint32_t num_expiries = k_timer_status_get(&g_utvm_timer);
+  uint32_t num_expiries = k_timer_status_get(&g_microtvm_timer);
   uint32_t timer_res_ms = ((num_expiries * MILLIS_TIL_EXPIRY) + time_remaining_ms);
   double approx_num_cycles =
       (double)k_ticks_to_cyc_floor32(1) * (double)k_ms_to_ticks_ceil32(timer_res_ms);
@@ -140,7 +140,7 @@ tvm_crt_error_t TVMPlatformTimerStop(double* elapsed_time_seconds) {
     *elapsed_time_seconds = hw_clock_res_us / 1e6;
   }
 
-  g_utvm_timer_running = 0;
+  g_microtvm_timer_running = 0;
   return kTvmErrorNoError;
 }
 
@@ -172,7 +172,7 @@ void main(void) {
   g_cmd_buf_ind = 0;
   memset((char*)cmd_buf, 0, sizeof(cmd_buf));
   TVMPlatformUARTInit();
-  k_timer_init(&g_utvm_timer, NULL, NULL);
+  k_timer_init(&g_microtvm_timer, NULL, NULL);
   // Wake up host side.
   TVMPlatformWriteSerial(g_wakeup_sequence, sizeof(g_wakeup_sequence));
 

apps/microtvm/zephyr/aot_demo/src/zephyr_uart.c

@@ -23,7 +23,7 @@
 
 #include "crt_config.h"
 
-static const struct device* g_utvm_uart;
+static const struct device* g_microtvm_uart;
 #define RING_BUF_SIZE_BYTES (TVM_CRT_MAX_PACKET_SIZE_BYTES + 100)
 
 // Ring buffer used to store data read from the UART on rx interrupt.
@@ -68,14 +68,14 @@ uint32_t TVMPlatformUartRxRead(uint8_t* data, uint32_t data_size_bytes) {
 
 uint32_t TVMPlatformWriteSerial(const char* data, uint32_t size) {
   for (uint32_t i = 0; i < size; i++) {
-    uart_poll_out(g_utvm_uart, data[i]);
+    uart_poll_out(g_microtvm_uart, data[i]);
   }
   return size;
 }
 
 // Initialize UART
 void TVMPlatformUARTInit() {
   // Claim console device.
-  g_utvm_uart = device_get_binding(DT_LABEL(DT_CHOSEN(zephyr_console)));
-  uart_rx_init(&uart_rx_rbuf, g_utvm_uart);
+  g_microtvm_uart = device_get_binding(DT_LABEL(DT_CHOSEN(zephyr_console)));
+  uart_rx_init(&uart_rx_rbuf, g_microtvm_uart);
 }

apps/microtvm/zephyr/host_driven/src/main.c

@@ -39,7 +39,7 @@
 #include <sys/printk.h>
 #include <sys/ring_buffer.h>
 #include <tvm/runtime/crt/logging.h>
-#include <tvm/runtime/crt/utvm_rpc_server.h>
+#include <tvm/runtime/crt/microtvm_rpc_server.h>
 #include <unistd.h>
 #include <zephyr.h>
 
@@ -146,30 +146,30 @@ tvm_crt_error_t TVMPlatformMemoryFree(void* ptr, DLDevice dev) {
 
 #define MILLIS_TIL_EXPIRY 200
 #define TIME_TIL_EXPIRY (K_MSEC(MILLIS_TIL_EXPIRY))
-K_TIMER_DEFINE(g_utvm_timer, /* expiry func */ NULL, /* stop func */ NULL);
+K_TIMER_DEFINE(g_microtvm_timer, /* expiry func */ NULL, /* stop func */ NULL);
 
-uint32_t g_utvm_start_time;
-int g_utvm_timer_running = 0;
+uint32_t g_microtvm_start_time;
+int g_microtvm_timer_running = 0;
 
 // Called to start system timer.
 tvm_crt_error_t TVMPlatformTimerStart() {
-  if (g_utvm_timer_running) {
+  if (g_microtvm_timer_running) {
     TVMLogf("timer already running");
     return kTvmErrorPlatformTimerBadState;
   }
 
 #ifdef CONFIG_LED
   gpio_pin_set(led0_pin, LED0_PIN, 1);
 #endif
-  k_timer_start(&g_utvm_timer, TIME_TIL_EXPIRY, TIME_TIL_EXPIRY);
-  g_utvm_start_time = k_cycle_get_32();
-  g_utvm_timer_running = 1;
+  k_timer_start(&g_microtvm_timer, TIME_TIL_EXPIRY, TIME_TIL_EXPIRY);
+  g_microtvm_start_time = k_cycle_get_32();
+  g_microtvm_timer_running = 1;
   return kTvmErrorNoError;
 }
 
 // Called to stop system timer.
 tvm_crt_error_t TVMPlatformTimerStop(double* elapsed_time_seconds) {
-  if (!g_utvm_timer_running) {
+  if (!g_microtvm_timer_running) {
     TVMLogf("timer not running");
     return kTvmErrorSystemErrorMask | 2;
   }
@@ -180,26 +180,26 @@ tvm_crt_error_t TVMPlatformTimerStop(double* elapsed_time_seconds) {
 #endif
 
   // compute how long the work took
-  uint32_t cycles_spent = stop_time - g_utvm_start_time;
-  if (stop_time < g_utvm_start_time) {
+  uint32_t cycles_spent = stop_time - g_microtvm_start_time;
+  if (stop_time < g_microtvm_start_time) {
     // we rolled over *at least* once, so correct the rollover it was *only*
     // once, because we might still use this result
-    cycles_spent = ~((uint32_t)0) - (g_utvm_start_time - stop_time);
+    cycles_spent = ~((uint32_t)0) - (g_microtvm_start_time - stop_time);
   }
 
   uint32_t ns_spent = (uint32_t)k_cyc_to_ns_floor64(cycles_spent);
   double hw_clock_res_us = ns_spent / 1000.0;
 
   // need to grab time remaining *before* stopping. when stopped, this function
   // always returns 0.
-  int32_t time_remaining_ms = k_timer_remaining_get(&g_utvm_timer);
-  k_timer_stop(&g_utvm_timer);
+  int32_t time_remaining_ms = k_timer_remaining_get(&g_microtvm_timer);
+  k_timer_stop(&g_microtvm_timer);
   // check *after* stopping to prevent extra expiries on the happy path
   if (time_remaining_ms < 0) {
     TVMLogf("negative time remaining");
     return kTvmErrorSystemErrorMask | 3;
   }
-  uint32_t num_expiries = k_timer_status_get(&g_utvm_timer);
+  uint32_t num_expiries = k_timer_status_get(&g_microtvm_timer);
   uint32_t timer_res_ms = ((num_expiries * MILLIS_TIL_EXPIRY) + time_remaining_ms);
   double approx_num_cycles =
       (double)k_ticks_to_cyc_floor32(1) * (double)k_ms_to_ticks_ceil32(timer_res_ms);
@@ -211,7 +211,7 @@ tvm_crt_error_t TVMPlatformTimerStop(double* elapsed_time_seconds) {
     *elapsed_time_seconds = hw_clock_res_us / 1e6;
   }
 
-  g_utvm_timer_running = 0;
+  g_microtvm_timer_running = 0;
   return kTvmErrorNoError;
 }
 
@@ -285,14 +285,14 @@ void main(void) {
   uart_rx_init(&uart_rx_rbuf, tvm_uart);
 
   // Initialize microTVM RPC server, which will receive commands from the UART and execute them.
-  utvm_rpc_server_t server = UTvmRpcServerInit(write_serial, NULL);
+  microtvm_rpc_server_t server = MicroTVMRpcServerInit(write_serial, NULL);
   TVMLogf("microTVM Zephyr runtime - running");
 #ifdef CONFIG_LED
   gpio_pin_set(led0_pin, LED0_PIN, 0);
 #endif
 
   // The main application loop. We continuously read commands from the UART
-  // and dispatch them to UTvmRpcServerLoop().
+  // and dispatch them to MicroTVMRpcServerLoop().
   while (true) {
     uint8_t* data;
     unsigned int key = irq_lock();
@@ -302,7 +302,7 @@ void main(void) {
       size_t bytes_remaining = bytes_read;
       while (bytes_remaining > 0) {
         // Pass the received bytes to the RPC server.
-        tvm_crt_error_t err = UTvmRpcServerLoop(server, &data, &bytes_remaining);
+        tvm_crt_error_t err = MicroTVMRpcServerLoop(server, &data, &bytes_remaining);
         if (err != kTvmErrorNoError && err != kTvmErrorFramingShortPacket) {
           TVMPlatformAbort(err);
         }

cmake/modules/StandaloneCrt.cmake

@@ -34,7 +34,7 @@ if(USE_MICRO)
     # Build an isolated build directory, separate from the TVM tree.
     list(APPEND CRT_FILE_COPY_JOBS
          "3rdparty/libcrc/include *.h -> include"
-         "3rdparty/libcrc/src crcccitt.c -> src/runtime/crt/utvm_rpc_common"
+         "3rdparty/libcrc/src crcccitt.c -> src/runtime/crt/microtvm_rpc_common"
          "3rdparty/libcrc/tab gentab_ccitt.inc -> src/runtime/crt/tab"
          "3rdparty/dlpack/include *.h -> include"
          "3rdparty/dmlc-core/include *.h -> include"
@@ -49,8 +49,8 @@ if(USE_MICRO)
          "src/runtime/crt/host crt_config.h -> template/host"
          "src/runtime/crt/host *.cc -> template/host"
          "src/runtime/crt/memory *.c -> src/runtime/crt/memory"
-         "src/runtime/crt/utvm_rpc_common *.cc -> src/runtime/crt/utvm_rpc_common"
-         "src/runtime/crt/utvm_rpc_server *.cc -> src/runtime/crt/utvm_rpc_server"
+         "src/runtime/crt/microtvm_rpc_common *.cc -> src/runtime/crt/microtvm_rpc_common"
+         "src/runtime/crt/microtvm_rpc_server *.cc -> src/runtime/crt/microtvm_rpc_server"
          "src/runtime/minrpc *.h -> src/runtime/minrpc"
          "src/support generic_arena.h -> src/support"
          "src/runtime/crt crt_config-template.h -> template"
@@ -98,7 +98,7 @@ if(USE_MICRO)
     set(make_quiet )
     endif(${VERBOSE})
 
-    list(APPEND crt_libraries memory graph_executor aot_executor utvm_rpc_server utvm_rpc_common common)  # NOTE: listed in link order.
+    list(APPEND crt_libraries memory graph_executor aot_executor microtvm_rpc_server microtvm_rpc_common common)  # NOTE: listed in link order.
     foreach(crt_lib_name IN LISTS crt_libraries)
       list(APPEND crt_library_paths "host_standalone_crt/lib${crt_lib_name}.a")
     endforeach()
@@ -166,7 +166,7 @@ if(USE_MICRO)
 
   tvm_crt_define_targets()
 
-  set(TVM_CRT_LINKER_LIB host_standalone_crt_utvm_rpc_common)
+  set(TVM_CRT_LINKER_LIB host_standalone_crt_microtvm_rpc_common)
   if("${CMAKE_CXX_COMPILER_ID}" STREQUAL "GNU")
   list(APPEND TVM_RUNTIME_LINKER_LIBS -Wl,--whole-archive ${TVM_CRT_LINKER_LIB} -Wl,--no-whole-archive)
   elseif("${CMAKE_CXX_COMPILER_ID}" MATCHES ".*Clang")

include/tvm/runtime/crt/utvm_rpc_server.h → include/tvm/runtime/crt/microtvm_rpc_server.h

@@ -18,12 +18,12 @@
  */
 
 /*!
- * \file utvm_rpc_server.h
+ * \file microtvm_rpc_server.h
  * \brief MicroTVM RPC Server
  */
 
-#ifndef TVM_RUNTIME_CRT_UTVM_RPC_SERVER_H_
-#define TVM_RUNTIME_CRT_UTVM_RPC_SERVER_H_
+#ifndef TVM_RUNTIME_CRT_MICROTVM_RPC_SERVER_H_
+#define TVM_RUNTIME_CRT_MICROTVM_RPC_SERVER_H_
 
 #include <stdlib.h>
 #include <sys/types.h>
@@ -40,14 +40,15 @@ extern "C" {
  * \param num_bytes Number of bytes avaiable in data.
  * \return The number of bytes written.
  */
-typedef ssize_t (*utvm_rpc_channel_write_t)(void* context, const uint8_t* data, size_t num_bytes);
+typedef ssize_t (*microtvm_rpc_channel_write_t)(void* context, const uint8_t* data,
+                                                size_t num_bytes);
 
 /*! \brief Opaque pointer type to TVM RPC Server. */
-typedef void* utvm_rpc_server_t;
+typedef void* microtvm_rpc_server_t;
 
 /*! \brief Initialize the TVM RPC Server.
  *
- * Call this on device startup before calling anyother utvm_rpc_server_ functions.
+ * Call this on device startup before calling anyother microtvm_rpc_server_ functions.
  *
  * \param write_func A callback function invoked by the TVM RPC Server to write data back to the
  *                   host. Internally, the TVM RPC Server will block until all data in a reply
@@ -56,7 +57,8 @@ typedef void* utvm_rpc_server_t;
  * \return A pointer to the TVM RPC Server. The pointer is allocated in the same memory space as
  *         the TVM workspace.
  */
-utvm_rpc_server_t UTvmRpcServerInit(utvm_rpc_channel_write_t write_func, void* write_func_ctx);
+microtvm_rpc_server_t MicroTVMRpcServerInit(microtvm_rpc_channel_write_t write_func,
+                                            void* write_func_ctx);
 
 /*! \brief Do any tasks suitable for the main thread, and maybe process new incoming data.
  *
@@ -67,11 +69,11 @@ utvm_rpc_server_t UTvmRpcServerInit(utvm_rpc_channel_write_t write_func, void* w
  *     updated to the number of unprocessed bytes remaining in `new_data` (usually 0).
  * \return An error code indicating the outcome of the server main loop iteration.
  */
-tvm_crt_error_t UTvmRpcServerLoop(utvm_rpc_server_t server, uint8_t** new_data,
-                                  size_t* new_data_size_bytes);
+tvm_crt_error_t MicroTVMRpcServerLoop(microtvm_rpc_server_t server, uint8_t** new_data,
+                                      size_t* new_data_size_bytes);
 
 #ifdef __cplusplus
 }
 #endif
 
-#endif  // TVM_RUNTIME_CRT_UTVM_RPC_SERVER_H_
+#endif  // TVM_RUNTIME_CRT_MICROTVM_RPC_SERVER_H_

include/tvm/runtime/micro/standalone/utvm_runtime.h → include/tvm/runtime/micro/standalone/microtvm_runtime.h

@@ -17,28 +17,29 @@
  * under the License.
  */
 
-#ifndef TVM_RUNTIME_MICRO_STANDALONE_UTVM_RUNTIME_H_
-#define TVM_RUNTIME_MICRO_STANDALONE_UTVM_RUNTIME_H_
+#ifndef TVM_RUNTIME_MICRO_STANDALONE_MICROTVM_RUNTIME_H_
+#define TVM_RUNTIME_MICRO_STANDALONE_MICROTVM_RUNTIME_H_
 
 #include <stddef.h>
 #include <stdint.h>
 
 #define TVM_MICRO_RUNTIME_API_API extern "C" __attribute__((visibility("default")))
 
-TVM_MICRO_RUNTIME_API_API void* UTVMRuntimeCreate(const char* json, size_t json_len, void* module);
+TVM_MICRO_RUNTIME_API_API void* MicroTVMRuntimeCreate(const char* json, size_t json_len,
+                                                      void* module);
 
-TVM_MICRO_RUNTIME_API_API void UTVMRuntimeDestroy(void* handle);
+TVM_MICRO_RUNTIME_API_API void MicroTVMRuntimeDestroy(void* handle);
 
-TVM_MICRO_RUNTIME_API_API void UTVMRuntimeSetInput(void* handle, int index, void* tensor);
+TVM_MICRO_RUNTIME_API_API void MicroTVMRuntimeSetInput(void* handle, int index, void* tensor);
 
-TVM_MICRO_RUNTIME_API_API void UTVMRuntimeRun(void* handle);
+TVM_MICRO_RUNTIME_API_API void MicroTVMRuntimeRun(void* handle);
 
-TVM_MICRO_RUNTIME_API_API void UTVMRuntimeGetOutput(void* handle, int index, void* tensor);
+TVM_MICRO_RUNTIME_API_API void MicroTVMRuntimeGetOutput(void* handle, int index, void* tensor);
 
-TVM_MICRO_RUNTIME_API_API void* UTVMRuntimeDSOModuleCreate(const char* so, size_t so_len);
+TVM_MICRO_RUNTIME_API_API void* MicroTVMRuntimeDSOModuleCreate(const char* so, size_t so_len);
 
-TVM_MICRO_RUNTIME_API_API void UTVMRuntimeDSOModuleDestroy(void* module);
+TVM_MICRO_RUNTIME_API_API void MicroTVMRuntimeDSOModuleDestroy(void* module);
 
 #undef TVM_MICRO_RUNTIME_API_API
 
-#endif  // TVM_RUNTIME_MICRO_STANDALONE_UTVM_RUNTIME_H_
+#endif  // TVM_RUNTIME_MICRO_STANDALONE_MICROTVM_RUNTIME_H_

python/tvm/driver/tvmc/compiler.py

@@ -81,7 +81,7 @@ def add_compile_parser(subparsers):
         choices=["so", "mlf"],
         default="so",
         help="output format. Use 'so' for shared object or 'mlf' for Model Library Format "
-        "(only for µTVM targets). Defaults to 'so'.",
+        "(only for microTVM targets). Defaults to 'so'.",
     )
     parser.add_argument(
         "--pass-config",