mirror of
https://github.com/pytorch/pytorch.git
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[dynamo] Weblink generation when unimplemented_v2() is called (#156033)
This PR includes the GBID weblink whenever a user encounters a graph break. I also had to include the JSON file in setup.py, so it can be part of the files that are packaged in during CI. It also fixes the issue of the hardcoded error messages stripping away one of the '/' in 'https'. Pull Request resolved: https://github.com/pytorch/pytorch/pull/156033 Approved by: https://github.com/williamwen42
This commit is contained in:
Sidharth
committed by
PyTorch MergeBot
PyTorch MergeBot
parent
c95f7fa874
commit
aeaf6b59e2
1
setup.py
1
setup.py
@ -1286,6 +1286,7 @@ def main():
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"utils/model_dump/skeleton.html",
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"utils/model_dump/code.js",
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"utils/model_dump/*.mjs",
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"_dynamo/graph_break_registry.json",
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]
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if not BUILD_LIBTORCH_WHL:
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@ -551,7 +551,8 @@ Unsupported Tensor.backward() call
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Hint: This graph break is fundamental - it is unlikely that Dynamo will ever be able to trace through your code. Consider finding a workaround.
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Developer debug context: call_method TensorVariable() backward () {}
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""", # noqa: B950
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0123""", # noqa: B950
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)
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else:
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self.assertGreater(len(counters["graph_break"]), 1)
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@ -59,6 +59,7 @@ Dynamic shape operator
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Developer debug context: aten.nonzero.default
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0036
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -80,6 +81,7 @@ Dynamic shape operator (no meta kernel)
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Developer debug context: aten.linalg_lstsq.default
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0037
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -102,6 +104,7 @@ Unsupported Tensor.item() call with capture_scalar_outputs=False
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Developer debug context: call_method TensorVariable() item () {}
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0124
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -121,10 +124,11 @@ from user code:
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"""\
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Data dependent operator
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Explanation: Operator `aten.equal.default` has a non-Tensor output whose value is dependent on the data of Tensor inputs.
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Hint: Consider wrapping the operator into a PyTorch-understood custom operator (see https:/pytorch.org/tutorials/advanced/custom_ops_landing_page.html)
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Hint: Consider wrapping the operator into a PyTorch-understood custom operator (see https://pytorch.org/tutorials/advanced/custom_ops_landing_page.html)
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Developer debug context: aten.equal.default
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0033
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -152,6 +156,7 @@ sort with non-constant keys
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Developer debug context: TensorVariable()
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0207
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -176,6 +181,7 @@ Unsupported method call
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Developer debug context: call_method UserDefinedObjectVariable(zip) __iter__ () {}
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0156
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -203,6 +209,7 @@ Unsupported method call
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Developer debug context: call_method UserDefinedObjectVariable(dict_items) __iter__ () {}
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0156
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -226,6 +233,7 @@ Unsupported function call
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Developer debug context: call_function UserDefinedObjectVariable(zip) [] {}
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0147
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -249,6 +257,7 @@ Unsupported context manager
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Developer debug context: Attempted SETUP_WITH/BEFORE_WITH on ConstantVariable(int: 3)
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0142
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -276,7 +285,10 @@ Backend compiler exception
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Exception:test
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Traceback:
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File "test_error_messages.py", line N, in fn
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return x + 1""",
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return x + 1
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For more details about this graph break, please visit: None""",
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)
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def test_unsupported_builtin(self):
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@ -295,6 +307,7 @@ Failed to trace builtin operator
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Developer debug context: builtin print [<class 'torch._dynamo.variables.constant.ConstantVariable'>] False
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0059
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -320,6 +333,7 @@ Attempted to call function marked as skipped
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Developer debug context: module: unittest.case, qualname: skip, skip reason: <missing reason>
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0007
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -341,6 +355,7 @@ Attempted to call function marked as skipped
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Developer debug context: module: torch._dynamo.decorators, qualname: disable, skip reason: <missing reason>
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0007
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -369,6 +384,7 @@ Attempted to inline function marked as skipped
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Developer debug context: qualname: skip, name: skip, filename: `case.py`, skip reason: skipped according trace_rules.lookup unittest
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0008
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -390,6 +406,7 @@ Call to `torch._dynamo.graph_break()`
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{}`
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -410,6 +427,7 @@ Call to `torch._dynamo.graph_break()`
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{'msg': ConstantVariable(str: 'test graph break')}`
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -431,6 +449,7 @@ Attempted to call function marked as skipped
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Developer debug context: module: _warnings, qualname: warn, skip reason: <missing reason>
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0007
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -458,7 +477,8 @@ Attempted to call function marked as skipped
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Hint: Consider using torch.utils._pytree - https://github.com/pytorch/pytorch/blob/main/torch/utils/_pytree.py
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Developer debug context: module: optree._C, qualname: PyCapsule.flatten, skip reason: <missing reason>
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""",
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0007""",
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)
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@scoped_load_inline
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@ -504,7 +524,8 @@ Attempted to call function marked as skipped
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Hint: If it is a third-party C/C++ Python extension, please either wrap it into a PyTorch-understood custom operator (see https://pytorch.org/tutorials/advanced/custom_ops_landing_page.html for more details) or, if it is traceable, use `torch.compiler.allow_in_graph`.
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Developer debug context: module: mylib, qualname: PyCapsule.foobar, skip reason: <missing reason>
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""",
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0007""",
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)
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cpp_source = """
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@ -556,6 +577,7 @@ Dynamic slicing with Tensor arguments
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Developer debug context: SliceVariable start: ConstantVariable(NoneType: None), stop: TensorVariable(), step: ConstantVariable(NoneType: None)
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0038
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -577,6 +599,7 @@ Observed exception
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Developer debug context: raised exception ExceptionVariable(<class 'RuntimeError'>)
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0088
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -602,6 +625,7 @@ Uninitialized nn.Module
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Developer debug context: Foo
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0119
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -630,6 +654,7 @@ Unsupported nn.Module attribute type
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Developer debug context: nn.Module subclass: Foo, name: attr, attribute type: module
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0161
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -659,6 +684,7 @@ Graph break under GenericContextWrappingVariable
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Developer debug context: Active generic context managers: [GenericContextWrappingVariable(GenericCtxMgr), GenericContextWrappingVariable(GenericCtxMgr)]
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0066
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -673,7 +699,8 @@ Call to `torch._dynamo.graph_break()`
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Hint: Remove the `torch._dynamo.graph_break()` call.
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{}`
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""",
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025""",
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)
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def test_load_build_class(self):
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@ -694,6 +721,7 @@ LOAD_BUILD_CLASS bytecode not supported
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Developer debug context:
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0075
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -722,10 +750,11 @@ from user code:
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"""\
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Missing bytecode handler
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Explanation: Dynamo does not know how to handle the bytecode instruction `GET_AITER`.
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Hint: Do not trace code that produces the `GET_AITER` bytecode instruction (see https:/docs.python.org/3/library/dis.html for bytecode semantics).
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Hint: Do not trace code that produces the `GET_AITER` bytecode instruction (see https://docs.python.org/3/library/dis.html for bytecode semantics).
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Hint: It may be possible to write Dynamo tracing rules for this code. Please report an issue to PyTorch if you encounter this graph break often and it is causing performance issues.
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Developer debug context: GET_AITER with args (<torch._dynamo.symbolic_convert.InstructionTranslator object at 0xmem_addr>, Instruction(GET_AITER)
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0082
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -756,6 +785,7 @@ Reconstruction failure
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Developer debug context: UserMethodVariable(<function GraphBreakMessagesTest.test_reconstruction_failure.<locals>.Foo.meth at 0xmem_addr>, UserDefinedObjectVariable(Foo))
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0092
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -791,6 +821,7 @@ Graph Break Reason: Call to `torch._dynamo.graph_break()`
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{}`
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025
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User code traceback:
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File "test_error_messages.py", line N, in test_reconstruction_failure_gb
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torch.compile(fn, backend="eager")()
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@ -810,6 +841,7 @@ Reconstruction failure
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Developer debug context: UserMethodVariable(<function GraphBreakMessagesTest.test_reconstruction_failure_gb.<locals>.Foo.meth at 0xmem_addr>, UserDefinedObjectVariable(Foo))
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0092
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -838,6 +870,7 @@ NotImplementedError/UnsupportedFakeTensorException when running FX node
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Developer debug context:
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0087
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -861,6 +894,7 @@ Data-dependent branching
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Developer debug context: attempted to jump with TensorVariable()
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For more details about this graph break, please visit: None
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -927,6 +961,7 @@ Data-dependent assertion failed (cannot compile partial graph)
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Developer debug context: value: ConstantVariable(bool: False)
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0034
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -970,6 +1005,7 @@ torch._dynamo.exc.Unsupported: Call to `torch._dynamo.graph_break()`
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{}`
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -1022,6 +1058,7 @@ torch._dynamo.exc.Unsupported: Call to `torch._dynamo.graph_break()`
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{}`
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025
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from user code:
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File "test_error_messages.py", line N, in fn
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@ -1057,6 +1094,7 @@ Graph Break Reason: Call to `torch._dynamo.graph_break()`
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{}`
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025
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User code traceback:
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File "test_error_messages.py", line N, in test_nested_compile_user_frames
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torch.compile(fn, backend="eager")(torch.randn(3))
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@ -1170,6 +1208,7 @@ Graph Break Reason: Call to `torch._dynamo.graph_break()`
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{}`
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025
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User code traceback:
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File "test_error_messages.py", line N, in test_graph_break_traceback_collapsed_resume_frames
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f1(torch.randn(3))
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@ -1204,6 +1243,7 @@ Skip calling `torch.compiler.disable()`d function
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Developer debug context: <function GraphBreakMessagesTest.test_disable_message.<locals>.f at 0xmem_addr>
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0098
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from user code:
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File "test_error_messages.py", line N, in outer
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@ -1225,6 +1265,7 @@ Skip calling `torch.compiler.disable()`d function
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Developer debug context: <function GraphBreakMessagesTest.test_disable_message.<locals>.g at 0xmem_addr>
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0098
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from user code:
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File "test_error_messages.py", line N, in outer
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@ -1250,6 +1291,7 @@ Unsupported function call (delayed)
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Developer debug context: source: LocalSource(local_name='fn', is_input=True, dynamism=None, is_derefed_cell_contents=False)
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0148
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from user code:
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File "test_error_messages.py", line N, in outer
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@ -43,6 +43,7 @@ Call to `torch._dynamo.graph_break()`
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{}`
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025
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from user code:
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File "test_exc.py", line N, in fn001
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@ -182,6 +183,7 @@ Graph Break Reason: Call to `torch._dynamo.graph_break()`
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Developer debug context: Called `torch._dynamo.graph_break()` with args `[]`, kwargs `{}`
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0025
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User code traceback:
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File "test_exc.py", line N, in test_graph_break_log
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torch.compile(fn001, backend="eager")(torch.randn(1))
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@ -210,7 +210,8 @@ Unsupported Tensor.item() call with capture_scalar_outputs=False
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Hint: Set `torch._dynamo.config.capture_scalar_outputs = True` or `export TORCHDYNAMO_CAPTURE_SCALAR_OUTPUTS=1` to include these operations in the captured graph.
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Developer debug context: call_method TensorVariable() item () {}
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""", # noqa: B950
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For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0124""", # noqa: B950
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)
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|
||||
@ -1817,7 +1817,8 @@ Dynamic shape operator
|
||||
Hint: Enable tracing of dynamic shape operators with `torch._dynamo.config.capture_dynamic_output_shape_ops = True`
|
||||
|
||||
Developer debug context: _torch_testing.numpy_nonzero.default
|
||||
""",
|
||||
|
||||
For more details about this graph break, please visit: https://compile-graph-break-site.vercel.app/gb/GB0036""",
|
||||
)
|
||||
|
||||
# pre-existing problem: torch.compile(dynamic=True) will, by default,
|
||||
|
||||
@ -26,12 +26,15 @@ Error Formatting:
|
||||
- Debugging utilities for error reporting
|
||||
"""
|
||||
|
||||
import json
|
||||
import logging
|
||||
import os
|
||||
import re
|
||||
import textwrap
|
||||
import typing
|
||||
from enum import auto, Enum
|
||||
from functools import lru_cache
|
||||
from pathlib import Path
|
||||
from traceback import extract_stack, format_exc, format_list, StackSummary
|
||||
from typing import Any, NoReturn, Optional, TYPE_CHECKING
|
||||
|
||||
@ -494,6 +497,42 @@ def format_graph_break_message(
|
||||
return msg
|
||||
|
||||
|
||||
@lru_cache(maxsize=1)
|
||||
def _load_graph_break_registry() -> dict[str, Any]:
|
||||
"""
|
||||
Loads the graph break registry from JSON file with caching.
|
||||
"""
|
||||
try:
|
||||
script_dir = Path(__file__).resolve().parent
|
||||
registry_path = script_dir / "graph_break_registry.json"
|
||||
with registry_path.open() as f:
|
||||
return json.load(f)
|
||||
except (FileNotFoundError, json.JSONDecodeError) as e:
|
||||
log.error("Error accessing the registry file: %s", e)
|
||||
return {}
|
||||
|
||||
|
||||
def get_gbid_documentation_link(gb_type: str) -> Optional[str]:
|
||||
"""
|
||||
Retrieves the GBID documentation link for a given graph break type.
|
||||
|
||||
Args:
|
||||
gb_type: The graph break type to look up.
|
||||
|
||||
Returns:
|
||||
A string containing the documentation URL if found, otherwise None.
|
||||
"""
|
||||
GRAPH_BREAK_SITE_URL = "https://compile-graph-break-site.vercel.app/gb/"
|
||||
|
||||
registry = _load_graph_break_registry()
|
||||
|
||||
for k, v in registry.items():
|
||||
if v and v[0].get("Gb_type") == gb_type:
|
||||
return f"{GRAPH_BREAK_SITE_URL}{k}"
|
||||
|
||||
return "None"
|
||||
|
||||
|
||||
# TODO replace old unimplemented later
|
||||
def unimplemented_v2(
|
||||
gb_type: str,
|
||||
@ -515,6 +554,10 @@ def unimplemented_v2(
|
||||
"""
|
||||
|
||||
msg = format_graph_break_message(gb_type, context, explanation, hints)
|
||||
|
||||
documentation_link = get_gbid_documentation_link(gb_type)
|
||||
msg += f"\n For more details about this graph break, please visit: {documentation_link}"
|
||||
|
||||
if log_warning:
|
||||
log.warning(msg)
|
||||
if from_exc is not _NOTHING:
|
||||
|
||||
@ -5591,6 +5591,7 @@ def munge_exc(e, *, suppress_suffix=True, suppress_prefix=True, file=None, skip=
|
||||
s = re.sub(r' File "([^"]+)", line \d+, in (.+)\n( .+\n( +[~^]+ *\n)?)+', repl_frame, s)
|
||||
s = re.sub(r"line \d+", "line N", s)
|
||||
s = re.sub(r".py:\d+", ".py:N", s)
|
||||
s = re.sub(r'https:/([a-zA-Z0-9_.-]+)', r'https://\1', s)
|
||||
s = re.sub(file, _as_posix_path(os.path.basename(file)), s)
|
||||
s = re.sub(_as_posix_path(os.path.join(os.path.dirname(torch.__file__), "")), "", s)
|
||||
if suppress_suffix:
|
||||
|
||||
Reference in New Issue
Block a user