Hi,
I’ve been trying to go beyond the vanilla example trying to compile a simple keras model consisting of one Conv2D
- I couldn’t get it to work.
Here is the code for run_model.py (EDIT:: edited to match the following edit comments):
from tvm.micro.testing.aot_test_utils import AOT_DEFAULT_RUNNER
import tvm
from tvm import relay
from backend import VanillaAcceleratorBackend
from tvm.relay import transform
from collections import OrderedDict
import numpy as np
from tvm.testing.aot import (
AOTTestModel as AOTModel,
AOTTestRunner as AOTRunner,
generate_ref_data,
compile_and_run,
)
import tensorflow as tf
from tensorflow.keras.applications.resnet50 import preprocess_input, ResNet50
from tensorflow.keras.applications.mobilenet import MobileNet
from PIL import Image
from tvm.contrib.download import download_testdata
def create_keras_model(input_shape=[1, 224, 224, 3], runner=AOT_DEFAULT_RUNNER,):
model = tf.keras.Sequential([tf.keras.Input(input_shape[1:], input_shape[0], name='input_1'), tf.keras.layers.Conv2D(8, 3, use_bias=False)])
img_url = "https://github.com/dmlc/mxnet.js/blob/main/data/cat.png?raw=true"
img_path = download_testdata(img_url, "cat.png", module="data")
img = Image.open(img_path).resize((224, 224))
data = np.array(img)[np.newaxis, :].astype("float32")
data = preprocess_input(data)
shape_dict = {"input_1": data.shape}
mod, params = relay.frontend.from_keras(model, shape_dict, layout='NHWC')
mod = transform.InferType()(mod)
output_list = generate_ref_data(mod, params)
pass_config = {"tir.usmp.enable": True}
runner = AOTRunner(
makefile=runner.makefile,
prologue=runner.prologue,
epilogue=runner.epilogue,
includes=runner.includes,
parameters=runner.parameters,
pass_config=pass_config,
)
inputs = {key: val.numpy() for key, val in params.items()}
inputs["input_1"] = data
return mod, inputs, output_list, runner
def main():
mod, inputs, output_list, runner = create_keras_model()
uma_backend = VanillaAcceleratorBackend()
uma_backend.register()
mod = uma_backend.partition(mod)
target = tvm.target.Target("vanilla_accelerator", host=tvm.target.Target("c"))
export_directory = tvm.contrib.utils.tempdir(keep_for_debug=True).path
print(f"Generated files are in {export_directory}")
compile_and_run(
AOTModel(module=mod, inputs=inputs, outputs=output_list),
runner,
interface_api="c",
use_unpacked_api=True,
target=target,
test_dir=str(export_directory),
)
if __name__ == "__main__":
main()
And the error:
❯ python run_model.py
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
Generated files are in /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T10-52-46___0zmcx_lr/00000
conv2d is not optimized for this platform.
Traceback (most recent call last):
File "run_model.py", line 68, in <module>
main()
File "run_model.py", line 57, in main
compile_and_run(
File "/Users/username/tvm/python/tvm/testing/aot.py", line 878, in compile_and_run
compiled_test_mods = compile_models(
File "/Users/username/tvm/python/tvm/testing/aot.py", line 668, in compile_models
executor_factory = tvm.relay.build(
File "/Users/username/tvm/python/tvm/relay/build_module.py", line 364, in build
graph_json, runtime_mod, params = bld_mod.build(
File "/Users/username/tvm/python/tvm/relay/build_module.py", line 161, in build
self._build(
File "/Users/username/tvm/python/tvm/_ffi/_ctypes/packed_func.py", line 237, in __call__
raise get_last_ffi_error()
tvm._ffi.base.TVMError: Traceback (most recent call last):
[bt] (8) 9 libtvm.dylib 0x000000015d38bde0 tvm::relay::ExprMutator::VisitExpr(tvm::RelayExpr const&) + 264
[bt] (7) 8 libtvm.dylib 0x000000015d04c2f8 tvm::relay::transform::DeviceAwareExprMutator::VisitExpr_(tvm::relay::CallNode const*) + 100
[bt] (6) 7 libtvm.dylib 0x000000015d2bb398 tvm::relay::tec::LowerTensorExprMutator::DeviceAwareVisitExpr_(tvm::relay::CallNode const*) + 4056
[bt] (5) 6 libtvm.dylib 0x000000015d2a7b9c tvm::relay::tec::TECompilerImpl::Lower(tvm::relay::tec::CCacheKey const&) + 56
[bt] (4) 5 libtvm.dylib 0x000000015d2ada98 tvm::relay::tec::TECompilerImpl::LowerInternal(tvm::relay::tec::CCacheKey const&, tvm::GlobalVarSupply) + 3508
[bt] (3) 4 libtvm.dylib 0x000000015d2c5b10 tvm::relay::tec::PrimFuncFor(tvm::relay::Function const&, tvm::Target const&, tvm::GlobalVarSupply, tvm::NameSupply) + 144
[bt] (2) 3 libtvm.dylib 0x000000015d2c82e4 tvm::relay::tec::ScheduleBuilder::Create(tvm::relay::Function const&, tvm::GlobalVarSupply, tvm::NameSupply) + 9828
[bt] (1) 2 libtvm.dylib 0x000000015d3b7954 tvm::relay::OpImplementation::Schedule(tvm::Attrs const&, tvm::runtime::Array<tvm::te::Tensor, void> const&, tvm::Target const&) +
188
[bt] (0) 1 libtvm.dylib 0x000000015d64e5c0 tvm::runtime::PackedFuncObj::Extractor<tvm::runtime::PackedFuncSubObj<TVMFuncCreateFromCFunc::$_2> >::Call(tvm::runtime::PackedFunc
Obj const*, tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*) + 156
File "/Users/username/tvm/python/tvm/_ffi/_ctypes/packed_func.py", line 81, in cfun
rv = local_pyfunc(*pyargs)
File "/Users/username/tvm/python/tvm/relay/op/strategy/generic.py", line 107, in schedule_injective
return topi.generic.schedule_injective(outs)
File "/Users/username/tvm/python/tvm/topi/generic/injective.py", line 60, in schedule_injective
raise RuntimeError("schedule_injective not registered for '%s'" % target)
RuntimeError: schedule_injective not registered for 'vanilla_accelerator '
Note the extra space in the target name in the error message, in 'vanilla_accelerator '
, this could be a bug.
I am also running on apple M1 so I might also be doing something wrong to get conv2d NHWC layout is not optimized for x86 with autotvm.
.
EDIT I believe I solved this issue, the problem was in the actual model definition which uses keras Conv2D
with use_bias=True
by default, putting use_bias=False
seems to help, but only up to the next error - which is:
Traceback (most recent call last):
File "run_model.py", line 83, in <module>
main()
File "run_model.py", line 72, in main
compile_and_run(
File "/Users/username/tvm/python/tvm/testing/aot.py", line 891, in compile_and_run
run_and_check(
File "/Users/username/tvm/python/tvm/testing/aot.py", line 841, in run_and_check
run_and_check_body(test_dir)
File "/Users/username/tvm/python/tvm/testing/aot.py", line 750, in run_and_check_body
_create_header_file(
File "/Users/username/tvm/python/tvm/testing/aot.py", line 562, in _create_header_file
header_file.write(f"const size_t {tensor_name}_len = {npy_data.size};\n")
AttributeError: 'NDArray' object has no attribute 'size'
So what I did is that I created a new inputs
dict from params
where the values are the numpy
equivalent, I also added input_1
to it.
Now onto the next error:
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
Generated files are in /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000
conv2d is not optimized for this platform.
Traceback (most recent call last):
File "run_model.py", line 83, in <module>
main()
File "run_model.py", line 72, in main
compile_and_run(
File "/Users/username/tvm/python/tvm/testing/aot.py", line 891, in compile_and_run
run_and_check(
File "/Users/username/tvm/python/tvm/testing/aot.py", line 841, in run_and_check
run_and_check_body(test_dir)
File "/Users/username/tvm/python/tvm/testing/aot.py", line 817, in run_and_check_body
_subprocess_check_log_output(compile_command, ".", compile_log_path)
File "/Users/username/tvm/python/tvm/testing/aot.py", line 179, in _subprocess_check_log_output
raise RuntimeError(f"Subprocess failed: {cmd}\nstdout:\n{stdout}")
RuntimeError: Subprocess failed: make -f /Users/username/tvm/python/tvm/testing/../../../tests/python/relay/aot/default.mk build_dir
=/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build CFLAGS='-DTVM_RUNTIME_ALLOC_ALIGN
MENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 ' TVM_ROOT=/Users/username/tvm/python/tvm/testing/../../.. AOT_TEST_ROOT=/
Users/username/tvm/python/tvm/testing/../../../tests/python/relay/aot CODEGEN_ROOT=/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/
tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/codegen STANDALONE_CRT_DIR=/Users/username/tvm/build/standalone_crt FVP
_DIR=/opt/arm/FVP_Corstone_SSE-300_Ethos-U55/models/Linux64_GCC-6.4/ aot_test_runner
stdout:
--------------------------------------------------------------------------------2023-01-26 14:02:12: Execute (.): make -f /Users/nicholasscottodiperto
/work/tvm/python/tvm/testing/../../../tests/python/relay/aot/default.mk build_dir=/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-temp
dirs/2023-01-26T14-02-10___nh85qb5e/00000/build CFLAGS='-DTVM_RUNTIME_ALLOC_ALIGNMENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 ' TVM_ROOT=
/Users/username/tvm/python/tvm/testing/../../.. AOT_TEST_ROOT=/Users/username/tvm/python/tvm/testing/../../../test
s/python/relay/aot CODEGEN_ROOT=/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/codegen
STANDALONE_CRT_DIR=/Users/username/tvm/build/standalone_crt FVP_DIR=/opt/arm/FVP_Corstone_SSE-300_Ethos-U55/models/Linux64_GCC-6.4/
aot_test_runner
--------------------------------------------------------------------------------
mkdir -p /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build
gcc -DTVM_RUNTIME_ALLOC_ALIGNMENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 -c -g -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-d
ebug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/../include -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/20
23-01-26T14-02-10___nh85qb5e/00000/codegen/host/include -isystem/Users/username/tvm/build/standalone_crt/include -o /var/folders/62/
f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/stack_allocator.o /Users/nicholasscottodiperto/wo
rk/tvm/build/standalone_crt/src/runtime/crt/memory/stack_allocator.c
mkdir -p /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build
gcc -DTVM_RUNTIME_ALLOC_ALIGNMENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 -c -g -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-d
ebug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/../include -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/20
23-01-26T14-02-10___nh85qb5e/00000/codegen/host/include -isystem/Users/username/tvm/build/standalone_crt/include -o /var/folders/62/
f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/crt_backend_api.o /Users/nicholasscottodiperto/wo
rk/tvm/build/standalone_crt/src/runtime/crt/common/crt_backend_api.c
mkdir -p /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build
gcc -DTVM_RUNTIME_ALLOC_ALIGNMENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 -g -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debu
g-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/../include -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-
01-26T14-02-10___nh85qb5e/00000/codegen/host/include -isystem/Users/username/tvm/build/standalone_crt/include -o /var/folders/62/f38
_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/aot_test_runner /var/folders/62/f38_r8614ds2b85ln1m0z
r0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/test.c /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-
tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/../codegen/host/src/default_lib0.c /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode
-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/../codegen/host/src/default_lib1.c /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mod
e-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/../codegen/host/src/default_lib2.c /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mo
de-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/stack_allocator.o /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023
-01-26T14-02-10___nh85qb5e/00000/build/crt_backend_api.o -lm
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/test.c:30:89: warning: non-void fu
nction does not return a value [-Wreturn-type]
TVM_DLL int TVMFuncRegisterGlobal(const char* name, TVMFunctionHandle f, int override) {}
^
1 warning generated.
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/../codegen/host/src/default_lib0.c
:5:24: error: argument to 'section' attribute is not valid for this target: mach-o section specifier requires a segment and section separated by a com
ma
__attribute__((section(".bss.noinit.tvm"), aligned(8)))
^
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/../codegen/host/src/default_lib0.c
:9:190: warning: incompatible pointer types passing 'uint8_t (*)[602112]' to parameter of type 'uint8_t *' (aka 'unsigned char *') [-Wincompatible-poi
nter-types]
int32_t tvmgen_default_run(struct tvmgen_default_inputs* inputs,struct tvmgen_default_outputs* outputs) {return tvmgen_default___tvm_main__(inputs->in
put_1,inputs->_param_1,outputs->output,&global_workspace);
^~~~~~~~~~~~~~~~~
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/../codegen/host/src/default_lib0.c
:8:97: note: passing argument to parameter 'global_workspace_0_var' here
TVM_DLL int32_t tvmgen_default___tvm_main__(void* input_1,void* _param_1,void* output0,uint8_t* global_workspace_0_var);
^
1 warning and 1 error generated.
make: *** [/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-10___nh85qb5e/00000/build/aot_test_runner] Error
1
conv2d NHWC layout is not optimized for x86 with autotvm.
conv2d NHWC layout is not optimized for x86 with autotvm.
- _param_1: <class 'numpy.ndarray'>
- input_1: <class 'numpy.ndarray'>
Generated files are in /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000
conv2d is not optimized for this platform.
Traceback (most recent call last):
File "run_model.py", line 83, in <module>
main()
File "run_model.py", line 72, in main
compile_and_run(
File "/Users/username/tvm/python/tvm/testing/aot.py", line 891, in compile_and_run
run_and_check(
File "/Users/username/tvm/python/tvm/testing/aot.py", line 841, in run_and_check
run_and_check_body(test_dir)
File "/Users/username/tvm/python/tvm/testing/aot.py", line 817, in run_and_check_body
_subprocess_check_log_output(compile_command, ".", compile_log_path)
File "/Users/username/tvm/python/tvm/testing/aot.py", line 179, in _subprocess_check_log_output
raise RuntimeError(f"Subprocess failed: {cmd}\nstdout:\n{stdout}")
RuntimeError: Subprocess failed: make -f /Users/username/tvm/python/tvm/testing/../../../tests/python/relay/aot/default.mk build_dir
=/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build CFLAGS='-DTVM_RUNTIME_ALLOC_ALIGN
MENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 ' TVM_ROOT=/Users/username/tvm/python/tvm/testing/../../.. AOT_TEST_ROOT=/
Users/username/tvm/python/tvm/testing/../../../tests/python/relay/aot CODEGEN_ROOT=/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/
tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/codegen STANDALONE_CRT_DIR=/Users/username/tvm/build/standalone_crt FVP
_DIR=/opt/arm/FVP_Corstone_SSE-300_Ethos-U55/models/Linux64_GCC-6.4/ aot_test_runner
stdout:
--------------------------------------------------------------------------------2023-01-26 14:02:19: Execute (.): make -f /Users/nicholasscottodiperto
/work/tvm/python/tvm/testing/../../../tests/python/relay/aot/default.mk build_dir=/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-temp
dirs/2023-01-26T14-02-18___0m0dh9q4/00000/build CFLAGS='-DTVM_RUNTIME_ALLOC_ALIGNMENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 ' TVM_ROOT=
/Users/username/tvm/python/tvm/testing/../../.. AOT_TEST_ROOT=/Users/username/tvm/python/tvm/testing/../../../test
s/python/relay/aot CODEGEN_ROOT=/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/codegen
STANDALONE_CRT_DIR=/Users/username/tvm/build/standalone_crt FVP_DIR=/opt/arm/FVP_Corstone_SSE-300_Ethos-U55/models/Linux64_GCC-6.4/
aot_test_runner
--------------------------------------------------------------------------------
mkdir -p /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build
gcc -DTVM_RUNTIME_ALLOC_ALIGNMENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 -c -g -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-d
ebug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/20
23-01-26T14-02-18___0m0dh9q4/00000/codegen/host/include -isystem/Users/username/tvm/build/standalone_crt/include -o /var/folders/62/
f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/stack_allocator.o /Users/nicholasscottodiperto/wo
rk/tvm/build/standalone_crt/src/runtime/crt/memory/stack_allocator.c
mkdir -p /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build
gcc -DTVM_RUNTIME_ALLOC_ALIGNMENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 -c -g -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-d
ebug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/20
23-01-26T14-02-18___0m0dh9q4/00000/codegen/host/include -isystem/Users/username/tvm/build/standalone_crt/include -o /var/folders/62/
f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/crt_backend_api.o /Users/nicholasscottodiperto/wo
rk/tvm/build/standalone_crt/src/runtime/crt/common/crt_backend_api.c
mkdir -p /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build
gcc -DTVM_RUNTIME_ALLOC_ALIGNMENT_BYTES=8 -DTVM_RUNTIME_CONST_ALLOC_ALIGNMENT_BYTES=8 -g -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debu
g-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include -I/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-
01-26T14-02-18___0m0dh9q4/00000/codegen/host/include -isystem/Users/username/tvm/build/standalone_crt/include -o /var/folders/62/f38
_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/aot_test_runner /var/folders/62/f38_r8614ds2b85ln1m0z
r0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/test.c /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-
tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../codegen/host/src/default_lib0.c /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode
-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../codegen/host/src/default_lib1.c /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mod
e-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../codegen/host/src/default_lib2.c /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mo
de-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/stack_allocator.o /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023
-01-26T14-02-18___0m0dh9q4/00000/build/crt_backend_api.o -lm
In file included from /var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/test.c:10:
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:4427: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:4602: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:6455: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:6988: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:8931: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:9107: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:12302: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:12478: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:12867: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:13044: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:13050: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:18601: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:18777: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:22860: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:23035: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:25017: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:26049: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:26223: error: use of undeclared identifier 'inf'
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../include/tvmgen_default_expected
_output_data_output.h:5:34512: error: use of undeclared identifier 'inf'
fatal error: too many errors emitted, stopping now [-ferror-limit=]
20 errors generated.
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../codegen/host/src/default_lib0.c
:5:24: error: argument to 'section' attribute is not valid for this target: mach-o section specifier requires a segment and section separated by a com
ma
__attribute__((section(".bss.noinit.tvm"), aligned(8)))
^
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../codegen/host/src/default_lib0.c
:9:190: warning: incompatible pointer types passing 'uint8_t (*)[602112]' to parameter of type 'uint8_t *' (aka 'unsigned char *') [-Wincompatible-poi
nter-types]
int32_t tvmgen_default_run(struct tvmgen_default_inputs* inputs,struct tvmgen_default_outputs* outputs) {return tvmgen_default___tvm_main__(inputs->in
put_1,inputs->_param_1,outputs->output,&global_workspace);
^~~~~~~~~~~~~~~~~
/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/../codegen/host/src/default_lib0.c
:8:97: note: passing argument to parameter 'global_workspace_0_var' here
TVM_DLL int32_t tvmgen_default___tvm_main__(void* input_1,void* _param_1,void* output0,uint8_t* global_workspace_0_var);
^
1 warning and 1 error generated.
make: *** [/var/folders/62/f38_r8614ds2b85ln1m0zr0c0000gp/T/tvm-debug-mode-tempdirs/2023-01-26T14-02-18___0m0dh9q4/00000/build/aot_test_runner] Error
1