pfk-beta commented on issue #10167:
URL: https://github.com/apache/tvm/issues/10167#issuecomment-1034954439
@driazati I have changed code according to your suggestion (nice trick), and
I'm getting huge traceback:
```
TVM_LIBRARY_PATH=/tvm/build-llvm12 python3 \
-m tvm.driver.tvmc tune \
--number 10 \
--repeat 10 \
--target "llvm" \
--timeout 60 \
--trials 47 \
--output module_resnet.tar \
/tvm/resnet50.pb
Exception in thread Thread-1:
Traceback (most recent call last):
File "/usr/lib/python3.9/threading.py", line 973, in _bootstrap_inner
self.run()
File "/usr/lib/python3.9/threading.py", line 910, in run
self._target(*self._args, **self._kwargs)
File "/tvm/python/tvm/autotvm/task/relay_integration.py", line 58, in
_lower
compiler.lower(mod, target=target)
File "/tvm/python/tvm/relay/backend/vm.py", line 155, in lower
self._lower(mod, target, target_host)
File "/tvm/python/tvm/_ffi/_ctypes/packed_func.py", line 237, in __call__
raise get_last_ffi_error()
TypeError: Traceback (most recent call last):
48: TVMFuncCall
47:
tvm::runtime::PackedFuncObj::Extractor<tvm::runtime::PackedFuncSubObj<tvm::relay::vm::VMCompiler::GetFunction(std::__cxx11::basic_string<char,
std::char_traits<char>, std::allocator<char> > const&,
tvm::runtime::ObjectPtr<tvm::runtime::Object>
const&)::{lambda(tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*)#1}>
>::Call(tvm::runtime::PackedFuncObj const*, tvm::runtime::TVMArgs,
tvm::runtime::TVMRetValue*)
46: tvm::relay::vm::VMCompiler::Lower(tvm::IRModule,
tvm::runtime::Map<tvm::Integer, tvm::Target, void, void>, tvm::Target)
45: tvm::relay::vm::VMCompiler::OptimizeModuleImpl(tvm::IRModule)
44: tvm::transform::Pass::operator()(tvm::IRModule) const
43: tvm::transform::Pass::operator()(tvm::IRModule,
tvm::transform::PassContext const&) const
42: tvm::transform::SequentialNode::operator()(tvm::IRModule,
tvm::transform::PassContext const&) const
41: tvm::transform::Pass::operator()(tvm::IRModule,
tvm::transform::PassContext const&) const
40: tvm::transform::SequentialNode::operator()(tvm::IRModule,
tvm::transform::PassContext const&) const
39: tvm::transform::Pass::operator()(tvm::IRModule,
tvm::transform::PassContext const&) const
38: tvm::transform::ModulePassNode::operator()(tvm::IRModule,
tvm::transform::PassContext const&) const
37:
tvm::runtime::PackedFuncObj::Extractor<tvm::runtime::PackedFuncSubObj<tvm::runtime::TypedPackedFunc<tvm::IRModule
(tvm::IRModule,
tvm::transform::PassContext)>::AssignTypedLambda<tvm::relay::tec::LowerTEPass(tvm::runtime::String
const&, std::function<void (tvm::BaseFunc)>,
tvm::VirtualDevice)::{lambda(tvm::IRModule,
tvm::transform::PassContext)#1}>(tvm::relay::tec::LowerTEPass(tvm::runtime::String
const&, std::function<void (tvm::BaseFunc)>,
tvm::VirtualDevice)::{lambda(tvm::IRModule,
tvm::transform::PassContext)#1})::{lambda(tvm::runtime::TVMArgs const&,
tvm::runtime::TVMRetValue*)#1}> >::Call(tvm::runtime::PackedFuncObj const*,
tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*)
36: tvm::relay::tec::LowerTE(tvm::IRModule const&, tvm::runtime::String
const&, std::function<void (tvm::BaseFunc)>, tvm::VirtualDevice)
35: tvm::transform::Pass::operator()(tvm::IRModule) const
34: tvm::transform::Pass::operator()(tvm::IRModule,
tvm::transform::PassContext const&) const
33: tvm::relay::transform::FunctionPassNode::operator()(tvm::IRModule,
tvm::transform::PassContext const&) const
32: _ZN3tvm7runtime13PackedFuncObj
31: tvm::runtime::TypedPackedFunc<tvm::relay::Function
(tvm::relay::Function, tvm::IRModule,
tvm::transform::PassContext)>::AssignTypedLambda<tvm::relay::tec::LowerTensorExpr(tvm::runtime::String
const&, tvm::relay::tec::TECompiler, std::function<void (tvm::BaseFunc)>,
tvm::VirtualDevice)::{lambda(tvm::relay::Function, tvm::IRModule,
tvm::transform::PassContext)#1}>(tvm::relay::tec::LowerTensorExpr(tvm::runtime::String
const&, tvm::relay::tec::TECompiler, std::function<void (tvm::BaseFunc)>,
tvm::VirtualDevice)::{lambda(tvm::relay::Function, tvm::IRModule,
tvm::transform::PassContext)#1})::{lambda(tvm::runtime::TVMArgs const&,
tvm::runtime::TVMRetValue*)#1}::operator()(tvm::runtime::TVMArgs const&,
tvm::runtime::TVMRetValue*) const
30: tvm::relay::ExprMutator::VisitExpr(tvm::RelayExpr const&)
29: tvm::relay::ExprFunctor<tvm::RelayExpr (tvm::RelayExpr
const&)>::VisitExpr(tvm::RelayExpr const&)
28:
_ZZN3tvm5relay11ExprFunctorIFNS_9RelayExprERKS2_EE10InitVTableEvENUlRKNS_
27:
tvm::relay::transform::DeviceAwareExprMutator::VisitExpr_(tvm::relay::FunctionNode
const*)
26:
tvm::relay::tec::LowerTensorExprMutator::DeviceAwareVisitExpr_(tvm::relay::FunctionNode
const*)
25: _ZN3tvm5relay9transform22DeviceAwareExprMutator21DeviceAwareVisit
24: tvm::relay::ExprMutator::VisitExpr_(tvm::relay::FunctionNode const*)
23: tvm::relay::ExprMutator::VisitExpr(tvm::RelayExpr const&)
22: tvm::relay::ExprFunctor<tvm::RelayExpr (tvm::RelayExpr
const&)>::VisitExpr(tvm::RelayExpr const&)
21:
_ZZN3tvm5relay11ExprFunctorIFNS_9RelayExprERKS2_EE10InitVTableEvENUlRKNS_
20:
tvm::relay::transform::DeviceAwareExprMutator::VisitExpr_(tvm::relay::LetNode
const*)
19:
tvm::relay::tec::LowerTensorExprMutator::PreVisitLetBinding_(tvm::relay::Var
const&, tvm::RelayExpr const&)
18: tvm::relay::ExprMutator::VisitExpr(tvm::RelayExpr const&)
17: tvm::relay::ExprFunctor<tvm::RelayExpr (tvm::RelayExpr
const&)>::VisitExpr(tvm::RelayExpr const&)
16:
_ZZN3tvm5relay11ExprFunctorIFNS_9RelayExprERKS2_EE10InitVTableEvENUlRKNS_
15:
tvm::relay::transform::DeviceAwareExprMutator::VisitExpr_(tvm::relay::CallNode
const*)
14: tvm::relay::ExprMutator::VisitExpr(tvm::RelayExpr const&)
13: tvm::relay::ExprFunctor<tvm::RelayExpr (tvm::RelayExpr
const&)>::VisitExpr(tvm::RelayExpr const&)
12:
_ZZN3tvm5relay11ExprFunctorIFNS_9RelayExprERKS2_EE10InitVTableEvENUlRKNS_
11:
tvm::relay::transform::DeviceAwareExprMutator::VisitExpr_(tvm::relay::CallNode
const*)
10:
tvm::relay::tec::LowerTensorExprMutator::DeviceAwareVisitExpr_(tvm::relay::CallNode
const*)
9:
tvm::relay::tec::LowerTensorExprMutator::MakeLoweredCall(tvm::relay::Function,
tvm::runtime::Array<tvm::RelayExpr, void>, tvm::Span, tvm::Target)
8:
tvm::relay::tec::TECompilerImpl::LowerShapeFuncInternal(tvm::relay::tec::CCacheKey
const&)
7: tvm::relay::tec::ShapeFuncFor(tvm::relay::Function const&, tvm::Target
const&, std::function<std::__cxx11::basic_string<char, std::char_traits<char>,
std::allocator<char> > (std::__cxx11::basic_string<char,
std::char_traits<char>, std::allocator<char> >)>)
6: tvm::relay::tec::MakeShapeFunc::Create(tvm::relay::Function const&,
tvm::Target const&, std::function<std::__cxx11::basic_string<char,
std::char_traits<char>, std::allocator<char> >
(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char>
>)>)
5: tvm::relay::tec::MakeShapeFunc::VisitExpr(tvm::RelayExpr const&)
4:
tvm::relay::backend::MemoizedExprTranslator<tvm::runtime::Array<tvm::te::Tensor,
void> >::VisitExpr(tvm::RelayExpr const&)
3: tvm::relay::ExprFunctor<tvm::runtime::Array<tvm::te::Tensor, void>
(tvm::RelayExpr const&)>::VisitExpr(tvm::RelayExpr const&)
2:
_ZZN3tvm5relay11ExprFunctorIFNS_7runtime5ArrayINS_2te6TensorEvEERKNS_9Rel
1: tvm::relay::tec::MakeShapeFunc::VisitExpr_(tvm::relay::CallNode const*)
0:
tvm::runtime::PackedFuncObj::Extractor<tvm::runtime::PackedFuncSubObj<TVMFuncCreateFromCFunc::{lambda(tvm::runtime::TVMArgs,
tvm::runtime::TVMRetValue*)#2}> >::Call(tvm::runtime::PackedFuncObj const*,
tvm::runtime::TVMArgs, tvm::runtime::TVMRetValue*) [clone .cold]
File "/tvm/python/tvm/_ffi/_ctypes/packed_func.py", line 81, in cfun
rv = local_pyfunc(*pyargs)
File "/tvm/python/tvm/relay/op/nn/_nn.py", line 1556, in pad_shape_func
return [_pad_shape_func(inputs[0], convert(pad_width))]
File "/tvm/.venv/tvm/lib/python3.9/site-packages/decorator.py", line 232,
in fun
return caller(func, *(extras + args), **kw)
File "/tvm/python/tvm/te/hybrid/__init__.py", line 60, in wrapped_func
return source_to_op(src, args, func.__globals__, closure_vars)
File "/tvm/python/tvm/te/hybrid/parser.py", line 634, in source_to_op
parser = parse_python(src, args, symbols, closure_vars)
File "/tvm/python/tvm/te/hybrid/parser.py", line 604, in parse_python
parser.parsed_body = parser.visit(root)
File "/usr/lib/python3.9/ast.py", line 407, in visit
return visitor(node)
File "/tvm/python/tvm/te/hybrid/parser.py", line 229, in visit_Module
return self.visit(node.body[0])
File "/usr/lib/python3.9/ast.py", line 407, in visit
return visitor(node)
File "/tvm/python/tvm/te/hybrid/parser.py", line 242, in visit_FunctionDef
res = visit_list_to_block(self.visit, node.body)
File "/tvm/python/tvm/te/hybrid/parser.py", line 58, in visit_list_to_block
lst = [visit(stmt) for stmt in lst if not utils.is_docstring(stmt)]
File "/tvm/python/tvm/te/hybrid/parser.py", line 58, in <listcomp>
lst = [visit(stmt) for stmt in lst if not utils.is_docstring(stmt)]
File "/usr/lib/python3.9/ast.py", line 407, in visit
return visitor(node)
File "/tvm/python/tvm/te/hybrid/parser.py", line 303, in visit_Assign
rhs = self.visit(node.value)
File "/usr/lib/python3.9/ast.py", line 407, in visit
return visitor(node)
File "/tvm/python/tvm/te/hybrid/parser.py", line 466, in visit_Call
args = [self.visit(i) for i in node.args]
File "/tvm/python/tvm/te/hybrid/parser.py", line 466, in <listcomp>
args = [self.visit(i) for i in node.args]
File "/usr/lib/python3.9/ast.py", line 407, in visit
return visitor(node)
File "/tvm/python/tvm/te/hybrid/parser.py", line 564, in visit_Tuple
return tuple(self.visit(i) for i in node.elts)
File "/tvm/python/tvm/te/hybrid/parser.py", line 564, in <genexpr>
return tuple(self.visit(i) for i in node.elts)
File "/usr/lib/python3.9/ast.py", line 407, in visit
return visitor(node)
File "/tvm/python/tvm/te/hybrid/parser.py", line 379, in visit_Subscript
for i in args:
TypeError: 'IntImm' object is not iterable
```
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