It seems to me that error is related to system-lib option in runtime backend. Make sure you use the latest version of the tutorial on main.
I have tried the sine_model.tflite with qemu_cortex_m3 board. Here is the change that you need to do to run the tutorial:
diff --git a/gallery/how_to/work_with_microtvm/micro_tflite.py b/gallery/how_to/work_with_microtvm/micro_tflite.py
index bd70fc581..f5e713649 100644
--- a/gallery/how_to/work_with_microtvm/micro_tflite.py
+++ b/gallery/how_to/work_with_microtvm/micro_tflite.py
@@ -181,7 +181,7 @@ mod, params = relay.frontend.from_tflite(
#
RUNTIME = tvm.relay.backend.Runtime("crt", {"system-lib": True})
TARGET = tvm.target.target.micro("host")
-BOARD = "qemu_x86"
+BOARD = "qemu_cortex_m3"
#
# Compiling for physical hardware
# When running on physical hardware, choose a TARGET and a BOARD that describe the hardware. The
@@ -267,16 +267,16 @@ os.unlink(model_library_format_tar_path)
import subprocess
import pathlib
-template_project_path = pathlib.Path(tvm.micro.get_microtvm_template_projects("crt"))
-project_options = {} # You can use options to provide platform-specific options through TVM.
+# template_project_path = pathlib.Path(tvm.micro.get_microtvm_template_projects("crt"))
+# project_options = {} # You can use options to provide platform-specific options through TVM.
# Compiling for physical hardware (or an emulated board, like the mps_an521)
# --------------------------------------------------------------------------
# For physical hardware, you can try out the Zephyr platform by using a different template project
# and options:
#
-# template_project_path = pathlib.Path(tvm.micro.get_microtvm_template_projects("zephyr"))
-# project_options = {"project_type": "host_driven", zephyr_board": "nucleo_f746zg"}}
+template_project_path = pathlib.Path(tvm.micro.get_microtvm_template_projects("zephyr"))
+project_options = {"project_type": "host_driven", "zephyr_board": BOARD}
# Create a temporary directory
import tvm.contrib.utils
This however ran into memory limitation issue:
/opt/zephyr-sdk/arm-zephyr-eabi/bin/../lib/gcc/arm-zephyr-eabi/10.2.0/../../../../arm-zephyr-eabi/bin/ld: zephyr_prebuilt.elf section `bss' will not fit in region `SRAM'
/opt/zephyr-sdk/arm-zephyr-eabi/bin/../lib/gcc/arm-zephyr-eabi/10.2.0/../../../../arm-zephyr-eabi/bin/ld: section .intList VMA [0000000020010000,0000000020010037] overlaps section bss VMA [0000000020000188,000000002003e9ca]
/opt/zephyr-sdk/arm-zephyr-eabi/bin/../lib/gcc/arm-zephyr-eabi/10.2.0/../../../../arm-zephyr-eabi/bin/ld: region `SRAM' overflowed by 194256 bytes
collect2: error: ld returned 1 exit status
zephyr/CMakeFiles/zephyr_prebuilt.dir/build.make:115: recipe for target 'zephyr/zephyr_prebuilt.elf' failed
make[2]: *** [zephyr/zephyr_prebuilt.elf] Error 1
CMakeFiles/Makefile2:2314: recipe for target 'zephyr/CMakeFiles/zephyr_prebuilt.dir/all' failed
make[1]: *** [zephyr/CMakeFiles/zephyr_prebuilt.dir/all] Error 2
Makefile:90: recipe for target 'all' failed
make: *** [all] Error 2
Traceback (most recent call last):
File "gallery/how_to/work_with_microtvm/micro_tflite.py", line 291, in <module>
generated_project.build()
File "/home/mhessar/tvm/python/tvm/micro/project.py", line 89, in build
self._api_client.build(self._options)
File "/home/mhessar/tvm/python/tvm/micro/project_api/client.py", line 170, in build
return self._request_reply("build", {"options": (options if options is not None else {})})
File "/home/mhessar/tvm/python/tvm/micro/project_api/client.py", line 135, in _request_reply
raise server.JSONRPCError.from_json(f"calling method {method}", reply["error"])
tvm.micro.project_api.server.ServerError: calling method build: JSON-RPC error # -32000: calling method build
Traceback (most recent call last):
File "/home/mhessar/tvm/python/tvm/micro/project_api/server.py", line 481, in serve_one_request # <--- Outermost server-side stack frame
self._dispatch_request(request)
File "/home/mhessar/tvm/python/tvm/micro/project_api/server.py", line 593, in _dispatch_request
return_value = dispatch_method(**params)
File "/tmp/tmpgbazjhii/generated-project/microtvm_api_server.py", line 513, in build
check_call(args, cwd=BUILD_DIR)
File "/tmp/tmpgbazjhii/generated-project/microtvm_api_server.py", line 85, in check_call
return subprocess.check_call(cmd_args, *args, **kwargs)
File "/usr/lib/python3.6/subprocess.py", line 311, in check_call
raise CalledProcessError(retcode, cmd)
subprocess.CalledProcessError: Command '['make', '-j2']' returned non-zero exit status 2.
I suggest to use a small model in AOT mode, you have better chance to fit the model.