tkonolige opened a new issue, #13059:
URL: https://github.com/apache/tvm/issues/13059
```
import tvm
tvm.ir.load_json(open("cant_print.json").read()).script()
```
`cant_print.json`:
```
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"body": "15",
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"span": "0"
}
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"span": "0",
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}
},
{
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"repr_str": "p1"
},
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},
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},
{
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}
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}
},
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}
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{
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},
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{
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"attrs": {
"buffer": "131",
"dtype": "int32x8",
"indices": "331",
"span": "0"
}
},
{
"type_key": "Array",
"data": [332]
},
{
"type_key": "tir.Ramp",
"attrs": {
"base": "333",
"dtype": "int32x8",
"lanes": "8",
"span": "0",
"stride": "334"
}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "0"
}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "1"
}
},
{
"type_key": "Array",
"data": [336]
},
{
"type_key": "tir.Ramp",
"attrs": {
"base": "337",
"dtype": "int32x8",
"lanes": "8",
"span": "0",
"stride": "338"
}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "0"
}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "1"
}
},
{
"type_key": "Map"
},
{
"type_key": "Map"
},
{
"type_key": "Map"
},
{
"type_key": "tir.For",
"attrs": {
"annotations": "351",
"body": "346",
"extent": "84",
"kind": "2",
"loop_var": "343",
"min": "345",
"span": "0",
"thread_binding": "0"
}
},
{
"type_key": "tir.Var",
"attrs": {
"dtype": "int32",
"name": "344",
"span": "0",
"type_annotation": "185"
}
},
{
"type_key": "runtime.String",
"repr_str": "oc_block"
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "0"
}
},
{
"type_key": "tir.BufferStore",
"attrs": {
"buffer": "56",
"indices": "350",
"span": "0",
"value": "347"
}
},
{
"type_key": "tir.BufferLoad",
"attrs": {
"buffer": "89",
"dtype": "int32",
"indices": "348",
"span": "0"
}
},
{
"type_key": "Array",
"data": [349, 71, 77, 50, 343]
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "0"
}
},
{
"type_key": "Array",
"data": [349, 71, 77, 50, 343]
},
{
"type_key": "Map"
},
{
"type_key": "tir.For",
"attrs": {
"annotations": "385",
"body": "357",
"extent": "27",
"kind": "2",
"loop_var": "353",
"min": "356",
"span": "0",
"thread_binding": "0"
}
},
{
"type_key": "tir.Var",
"attrs": {
"dtype": "int32",
"name": "354",
"span": "0",
"type_annotation": "355"
}
},
{
"type_key": "runtime.String",
"repr_str": "ax4"
},
{
"type_key": "PrimType",
"attrs": {"dtype": "int32"}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "0"
}
},
{
"type_key": "tir.BufferStore",
"attrs": {
"buffer": "16",
"indices": "384",
"span": "0",
"value": "358"
}
},
{
"type_key": "tir.Sub",
"attrs": {
"a": "359",
"b": "365",
"dtype": "int32",
"span": "0"
}
},
{
"type_key": "tir.BufferLoad",
"attrs": {
"buffer": "56",
"dtype": "int32",
"indices": "360",
"span": "0"
}
},
{
"type_key": "Array",
"data": [361, 363, 364, 50, 353]
},
{
"type_key": "tir.FloorDiv",
"attrs": {
"a": "362",
"b": "24",
"dtype": "int32",
"span": "0"
}
},
{
"type_key": "tir.FloorDiv",
"attrs": {
"a": "44",
"b": "25",
"dtype": "int32",
"span": "0"
}
},
{
"type_key": "tir.FloorMod",
"attrs": {
"a": "362",
"b": "24",
"dtype": "int32",
"span": "0"
}
},
{
"type_key": "tir.FloorMod",
"attrs": {
"a": "44",
"b": "25",
"dtype": "int32",
"span": "0"
}
},
{
"type_key": "tir.BufferLoad",
"attrs": {
"buffer": "366",
"dtype": "int32",
"indices": "381",
"span": "0"
}
},
{
"type_key": "tir.Buffer",
"attrs": {
"axis_separators": "379",
"buffer_type": "1",
"data": "367",
"data_alignment": "64",
"dtype": "int32",
"elem_offset": "380",
"name": "10",
"offset_factor": "1",
"shape": "372",
"span": "0",
"strides": "378"
}
},
{
"type_key": "tir.Var",
"attrs": {
"dtype": "handle",
"name": "368",
"span": "0",
"type_annotation": "369"
}
},
{
"type_key": "runtime.String",
"repr_str": "p2"
},
{
"type_key": "PointerType",
"attrs": {
"element_type": "370",
"storage_scope": "371"
}
},
{
"type_key": "PrimType",
"attrs": {"dtype": "int32"}
},
{
"type_key": "runtime.String"
},
{
"type_key": "Array",
"data": [373, 374, 375, 376, 377]
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "1"
}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "48"
}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "1"
}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "1"
}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "16"
}
},
{
"type_key": "Array"
},
{
"type_key": "Array"
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "0"
}
},
{
"type_key": "Array",
"data": [361, 363, 382, 383, 353]
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "0"
}
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "int32",
"span": "0",
"value": "0"
}
},
{
"type_key": "Array",
"data": [361, 363, 364, 50, 353]
},
{
"type_key": "Map"
},
{
"type_key": "Map"
},
{
"type_key": "Map"
},
{
"type_key": "TupleType",
"attrs": {
"fields": "389",
"span": "0"
}
},
{
"type_key": "Array"
},
{
"type_key": "Map",
"data": [3, 204, 6, 259, 9, 366, 12, 16]
},
{
"type_key": "Map"
},
{
"type_key": "DictAttrs",
"attrs": {"__dict__": "393"}
},
{
"type_key": "Map",
"keys": [
"from_legacy_te_schedule",
"global_symbol",
"tir.noalias"
],
"data": [394, 395, 396]
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "bool",
"span": "0",
"value": "1"
}
},
{
"type_key": "runtime.String",
"repr_str": "vm_mod_fused_nn_contrib_conv2d_NCHWc_subtract"
},
{
"type_key": "IntImm",
"attrs": {
"dtype": "bool",
"span": "0",
"value": "1"
}
},
{
"type_key": "FuncType",
"attrs": {
"arg_types": "398",
"ret_type": "388",
"span": "0",
"type_constraints": "400",
"type_params": "399"
}
},
{
"type_key": "Array",
"data": [5, 8, 11, 14]
},
{
"type_key": "Array"
},
{
"type_key": "Array"
}
],
"b64ndarrays": [],
"attrs": {"tvm_version": "0.10.dev0"}
}
```
Traceback:
```
TVMError: Traceback (most recent call last):
18: TVMFuncCall
at /home/tristan/octoml/tvm/src/runtime/c_runtime_api.cc:477
17: tvm::runtime::PackedFuncObj::CallPacked(tvm::runtime::TVMArgs,
tvm::runtime::TVMRetValue*) const
at /home/tristan/octoml/tvm/include/tvm/runtime/packed_func.h:1217
16:
tvm::runtime::PackedFuncObj::Extractor<tvm::runtime::PackedFuncSubObj<tvm::runtime::TypedPackedFunc<tvm::runtime::String
(tvm::runtime::ObjectRef const&, tvm::runtime::String const&,
bool)>::AssignTypedLambda<tvm::runtime::String (*)(tvm::runtime::ObjectRef
const&, tvm::runtime::String const&, bool)>(tvm::runtime::String
(*)(tvm::runtime::ObjectRef const&, tvm::runtime::String const&, bool),
std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char>
>)::{lambda(tvm::runtime::TVMArgs const&, tvm::runtime::TVMRetValue*)#1}>
>::Call(tvm::runtime::PackedFuncObj const*, tvm::runtime::TVMArgs,
tvm::runtime::TVMRetValue*)
at /home/tristan/octoml/tvm/include/tvm/runtime/packed_func.h:1213
15: tvm::runtime::TypedPackedFunc<tvm::runtime::String
(tvm::runtime::ObjectRef const&, tvm::runtime::String const&,
bool)>::AssignTypedLambda<tvm::runtime::String (*)(tvm::runtime::ObjectRef
const&, tvm::runtime::String const&, bool)>(tvm::runtime::String
(*)(tvm::runtime::ObjectRef const&, tvm::runtime::String const&, bool),
std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char>
>)::{lambda(tvm::runtime::TVMArgs const&,
tvm::runtime::TVMRetValue*)#1}::operator()(tvm::runtime::TVMArgs const&,
tvm::runtime::TVMRetValue*) const
at /home/tristan/octoml/tvm/include/tvm/runtime/packed_func.h:1731
14: void tvm::runtime::detail::unpack_call<tvm::runtime::String, 3,
tvm::runtime::String (*)(tvm::runtime::ObjectRef const&, tvm::runtime::String
const&, bool)>(std::__cxx11::basic_string<char, std::char_traits<char>,
std::allocator<char> > const*, tvm::runtime::String (*
const&)(tvm::runtime::ObjectRef const&, tvm::runtime::String const&, bool),
tvm::runtime::TVMArgs const&, tvm::runtime::TVMRetValue*)
at /home/tristan/octoml/tvm/include/tvm/runtime/packed_func.h:1671
13: void
tvm::runtime::detail::unpack_call_dispatcher<tvm::runtime::String, 3, 0,
tvm::runtime::String (*)(tvm::runtime::ObjectRef const&, tvm::runtime::String
const&, bool)>::run<>(std::__cxx11::basic_string<char, std::char_traits<char>,
std::allocator<char> > const*, std::__cxx11::basic_string<char,
std::char_traits<char>, std::allocator<char> > (*)(), tvm::runtime::String (*
const&)(tvm::runtime::ObjectRef const&, tvm::runtime::String const&, bool),
tvm::runtime::TVMArgs const&, tvm::runtime::TVMRetValue*)
at /home/tristan/octoml/tvm/include/tvm/runtime/packed_func.h:1631
12: void
tvm::runtime::detail::unpack_call_dispatcher<tvm::runtime::String, 2, 1,
tvm::runtime::String (*)(tvm::runtime::ObjectRef const&, tvm::runtime::String
const&,
bool)>::run<tvm::runtime::TVMMovableArgValueWithContext_>(std::__cxx11::basic_string<char,
std::char_traits<char>, std::allocator<char> > const*,
std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >
(*)(), tvm::runtime::String (* const&)(tvm::runtime::ObjectRef const&,
tvm::runtime::String const&, bool), tvm::runtime::TVMArgs const&,
tvm::runtime::TVMRetValue*, tvm::runtime::TVMMovableArgValueWithContext_&&)
at /home/tristan/octoml/tvm/include/tvm/runtime/packed_func.h:1631
11: void
tvm::runtime::detail::unpack_call_dispatcher<tvm::runtime::String, 1, 2,
tvm::runtime::String (*)(tvm::runtime::ObjectRef const&, tvm::runtime::String
const&, bool)>::run<tvm::runtime::TVMMovableArgValueWithContext_,
tvm::runtime::TVMMovableArgValueWithContext_>(std::__cxx11::basic_string<char,
std::char_traits<char>, std::allocator<char> > const*,
std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >
(*)(), tvm::runtime::String (* const&)(tvm::runtime::ObjectRef const&,
tvm::runtime::String const&, bool), tvm::runtime::TVMArgs const&,
tvm::runtime::TVMRetValue*, tvm::runtime::TVMMovableArgValueWithContext_&&,
tvm::runtime::TVMMovableArgValueWithContext_&&)
at /home/tristan/octoml/tvm/include/tvm/runtime/packed_func.h:1631
10: void
tvm::runtime::detail::unpack_call_dispatcher<tvm::runtime::String, 0, 3,
tvm::runtime::String (*)(tvm::runtime::ObjectRef const&, tvm::runtime::String
const&, bool)>::run<tvm::runtime::TVMMovableArgValueWithContext_,
tvm::runtime::TVMMovableArgValueWithContext_,
tvm::runtime::TVMMovableArgValueWithContext_>(std::__cxx11::basic_string<char,
std::char_traits<char>, std::allocator<char> > const*,
std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >
(*)(), tvm::runtime::String (* const&)(tvm::runtime::ObjectRef const&,
tvm::runtime::String const&, bool), tvm::runtime::TVMArgs const&,
tvm::runtime::TVMRetValue*, tvm::runtime::TVMMovableArgValueWithContext_&&,
tvm::runtime::TVMMovableArgValueWithContext_&&,
tvm::runtime::TVMMovableArgValueWithContext_&&)
at /home/tristan/octoml/tvm/include/tvm/runtime/packed_func.h:1646
9: tvm::tir::AsTVMScript(tvm::runtime::ObjectRef const&,
tvm::runtime::String const&, bool)
at /home/tristan/octoml/tvm/src/printer/tvmscript_printer.cc:1989
8: tvm::tir::TVMScriptPrinter::Print(tvm::runtime::ObjectRef const&)
at /home/tristan/octoml/tvm/src/printer/tvmscript_printer.cc:729
7: tvm::tir::TVMScriptPrinter::PrintPrimFunc(tvm::tir::PrimFunc const&)
at /home/tristan/octoml/tvm/src/printer/tvmscript_printer.cc:1711
6: tvm::tir::TVMScriptPrinter::PrintBody(tvm::tir::Stmt const&)
at /home/tristan/octoml/tvm/src/printer/tvmscript_printer.cc:1569
5: tvm::tir::TVMScriptPrinter::Print(tvm::runtime::ObjectRef const&)
at /home/tristan/octoml/tvm/src/printer/tvmscript_printer.cc:722
4: tvm::tir::StmtFunctor<tvm::Doc (tvm::tir::Stmt
const&)>::VisitStmt(tvm::tir::Stmt const&)
at /home/tristan/octoml/tvm/include/tvm/tir/stmt_functor.h:82
3: tvm::NodeFunctor<tvm::Doc (tvm::runtime::ObjectRef const&,
tvm::tir::StmtFunctor<tvm::Doc (tvm::tir::Stmt
const&)>*)>::operator()(tvm::runtime::ObjectRef const&,
tvm::tir::StmtFunctor<tvm::Doc (tvm::tir::Stmt const&)>*) const
at /home/tristan/octoml/tvm/include/tvm/node/functor.h:97
2: tvm::tir::StmtFunctor<tvm::Doc (tvm::tir::Stmt
const&)>::InitVTable()::{lambda(tvm::runtime::ObjectRef const&,
tvm::tir::StmtFunctor<tvm::Doc (tvm::tir::Stmt
const&)>*)#17}::__invoke(tvm::runtime::ObjectRef const&,
tvm::tir::StmtFunctor<tvm::Doc (tvm::tir::Stmt const&)>*)
at /home/tristan/octoml/tvm/include/tvm/tir/stmt_functor.h:129
1: tvm::tir::StmtFunctor<tvm::Doc (tvm::tir::Stmt
const&)>::InitVTable()::{lambda(tvm::runtime::ObjectRef const&,
tvm::tir::StmtFunctor<tvm::Doc (tvm::tir::Stmt
const&)>*)#17}::operator()(tvm::runtime::ObjectRef const&,
tvm::tir::StmtFunctor<tvm::Doc (tvm::tir::Stmt const&)>*) const
at /home/tristan/octoml/tvm/include/tvm/tir/stmt_functor.h:129
0: tvm::tir::TVMScriptPrinter::VisitStmt_(tvm::tir::BufferRealizeNode
const*)
at /home/tristan/octoml/tvm/src/printer/tvmscript_printer.cc:1065
File "/home/tristan/octoml/tvm/src/printer/tvmscript_printer.cc", line 1065
TVMError: TVM Script Printer Internal Error: All the BufferRealize should be
folded with Attr
```
@yelite
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