Measures the exporter success on many test cases

All test cases can be found in module experimental_experiment.torch_interpreter.eval.model_cases. Page Exported Programs shows the exported program for many of those cases.

from experimental_experiment.args import get_parsed_args

script_args = get_parsed_args(
    "plot_exporter_coverage",
    description=__doc__,
    exporter=("all", "an exporter to rerun"),
    dynamic=("all", "use dyanmic shapes"),
    case=("all", "model cases"),
    quiet=("1", "0 or 1"),
    verbose=("1", "verbosity"),
    expose="exporter,dyanmic,case,quiet,verbose",
)

exporters = (
    (
        "export-strict",
        "export-strict-dec",
        "export-nostrict",
        "export-nostrict-dec",
        "export-jit",
        "export-tracing",
        "custom-strict",
        "custom-nostrict",
        "custom-strict-dec",
        "custom-nostrict-dec",
        "custom-tracing",
        "dynamo",
        "dynamo-ir",
        "script",
    )
    if script_args.exporter == "all"
    else script_args.exporter.split(",")
)
dynamic = (0, 1) if script_args.dynamic == "all" else (int(script_args.dynamic),)
cases = None if script_args.case == "all" else script_args.case.split(",")
quiet = bool(int(script_args.quiet))
verbose = int(script_args.verbose)

import pandas
from experimental_experiment.torch_interpreter.eval import evaluation

obs = evaluation(
    exporters=exporters, dynamic=dynamic, cases=cases, quiet=quiet, verbose=verbose
)

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 16%|█▌        | 172/1092 [00:36<03:21,  4.56it/s]Traceback (most recent call last):
  File "/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph_module.py", line 387, in __call__
    return super(self.cls, obj).__call__(*args, **kwargs)  # type: ignore[misc]
  File "/home/xadupre/vv/this/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File "/home/xadupre/vv/this/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl
    return forward_call(*args, **kwargs)
  File "<eval_with_key>.3237 from /home/xadupre/github/experimental-experiment/experimental_experiment/torch_interpreter/eval/model_cases.py:610 in forward", line 9, in forward
    add = sub + lx;  sub = lx = None
TypeError: unsupported operand type(s) for +: 'Tensor' and 'list'

Call using an FX-traced Module, line 9 of the traced Module's generated forward function:
    sub = sigmoid - buff;  sigmoid = buff = None
    add = sub + lx;  sub = lx = None

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <--- HERE
    return add




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  File "/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph_module.py", line 387, in __call__
    return super(self.cls, obj).__call__(*args, **kwargs)  # type: ignore[misc]
  File "/home/xadupre/vv/this/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1739, in _wrapped_call_impl
    return self._call_impl(*args, **kwargs)
  File "/home/xadupre/vv/this/lib/python3.10/site-packages/torch/nn/modules/module.py", line 1750, in _call_impl
    return forward_call(*args, **kwargs)
  File "<eval_with_key>.3411 from /home/xadupre/github/experimental-experiment/experimental_experiment/torch_interpreter/eval/model_cases.py:610 in forward", line 9, in forward
    add = sub + lx;  sub = lx = None
TypeError: unsupported operand type(s) for +: 'Tensor' and 'list'

Call using an FX-traced Module, line 9 of the traced Module's generated forward function:
    sub = sigmoid - buff;  sigmoid = buff = None
    add = sub + lx;  sub = lx = None

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ <--- HERE
    return add




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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  z = torch.tensor([0], dtype=torch.float32)

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  z = torch.tensor([0], dtype=torch.float32)

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 48%|████▊     | 526/1092 [02:51<01:55,  4.91it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 57%|█████▋    | 618/1092 [03:15<02:41,  2.93it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 57%|█████▋    | 620/1092 [03:15<02:04,  3.79it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 57%|█████▋    | 624/1092 [03:16<01:13,  6.40it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 58%|█████▊    | 631/1092 [03:17<01:28,  5.20it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 58%|█████▊    | 632/1092 [03:17<01:38,  4.67it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 58%|█████▊    | 634/1092 [03:18<01:22,  5.56it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 59%|█████▉    | 646/1092 [03:21<02:01,  3.68it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 59%|█████▉    | 648/1092 [03:21<01:37,  4.56it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 60%|█████▉    | 652/1092 [03:22<00:58,  7.55it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 60%|██████    | 659/1092 [03:23<01:26,  5.02it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 60%|██████    | 660/1092 [03:24<01:25,  5.04it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 61%|██████    | 662/1092 [03:25<02:27,  2.91it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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 61%|██████    | 666/1092 [03:25<01:29,  4.75it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 61%|██████    | 667/1092 [03:25<01:34,  4.50it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 61%|██████    | 668/1092 [03:26<01:44,  4.05it/s]
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 62%|██████▏   | 673/1092 [03:27<01:44,  4.03it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 62%|██████▏   | 674/1092 [03:27<01:38,  4.22it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 62%|██████▏   | 676/1092 [03:28<01:16,  5.44it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_4 target lifted_tensor_4 lifted_tensor_4 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 62%|██████▏   | 679/1092 [03:28<00:49,  8.34it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 62%|██████▏   | 681/1092 [03:28<00:53,  7.62it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 63%|██████▎   | 683/1092 [03:28<00:56,  7.20it/s]
 63%|██████▎   | 684/1092 [03:29<01:31,  4.45it/s]
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 63%|██████▎   | 687/1092 [03:31<02:45,  2.44it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 63%|██████▎   | 688/1092 [03:31<02:31,  2.66it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 63%|██████▎   | 690/1092 [03:32<01:57,  3.43it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_4 target lifted_tensor_4 lifted_tensor_4 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 63%|██████▎   | 693/1092 [03:32<01:11,  5.59it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 64%|██████▎   | 695/1092 [03:32<01:17,  5.15it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 64%|██████▍   | 697/1092 [03:33<01:11,  5.54it/s]
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 64%|██████▍   | 702/1092 [03:34<01:27,  4.48it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 64%|██████▍   | 704/1092 [03:34<01:15,  5.16it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 65%|██████▍   | 707/1092 [03:34<00:50,  7.60it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 65%|██████▍   | 709/1092 [03:35<00:51,  7.41it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 65%|██████▌   | 711/1092 [03:35<00:53,  7.08it/s]
 65%|██████▌   | 712/1092 [03:37<02:45,  2.30it/s]
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 65%|██████▌   | 715/1092 [03:38<02:06,  2.99it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 66%|██████▌   | 716/1092 [03:38<01:57,  3.19it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 66%|██████▌   | 718/1092 [03:38<01:38,  3.79it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node bias target bias bias of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 67%|██████▋   | 729/1092 [03:41<01:24,  4.29it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 67%|██████▋   | 730/1092 [03:41<01:20,  4.50it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 67%|██████▋   | 732/1092 [03:41<01:06,  5.39it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_5 target lifted_tensor_5 lifted_tensor_5 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_5 target lifted_tensor_5 lifted_tensor_5 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 69%|██████▉   | 758/1092 [03:46<00:55,  6.04it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 70%|██████▉   | 760/1092 [03:46<00:51,  6.40it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_5 target lifted_tensor_5 lifted_tensor_5 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node params target params params of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_5 target lifted_tensor_5 lifted_tensor_5 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 72%|███████▏  | 786/1092 [03:51<00:50,  6.11it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 72%|███████▏  | 788/1092 [03:51<00:46,  6.48it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 72%|███████▏  | 791/1092 [03:52<00:35,  8.37it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 73%|███████▎  | 799/1092 [03:54<01:10,  4.14it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 73%|███████▎  | 800/1092 [03:55<02:08,  2.28it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 73%|███████▎  | 802/1092 [03:55<01:33,  3.11it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 74%|███████▎  | 805/1092 [03:55<00:57,  5.03it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 74%|███████▍  | 807/1092 [03:56<00:54,  5.19it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 74%|███████▍  | 809/1092 [03:56<00:51,  5.50it/s]
 74%|███████▍  | 810/1092 [03:57<01:07,  4.16it/s]
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 74%|███████▍  | 813/1092 [03:57<01:01,  4.54it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 75%|███████▍  | 814/1092 [03:58<01:06,  4.19it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 75%|███████▍  | 816/1092 [03:58<00:55,  4.98it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 75%|███████▌  | 819/1092 [03:58<00:38,  7.12it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 75%|███████▌  | 821/1092 [03:58<00:36,  7.43it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 75%|███████▌  | 822/1092 [03:59<00:42,  6.39it/s]
 75%|███████▌  | 824/1092 [04:00<01:48,  2.48it/s]
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 76%|███████▌  | 828/1092 [04:02<01:22,  3.20it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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 76%|███████▋  | 834/1092 [04:02<00:35,  7.20it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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 77%|███████▋  | 838/1092 [04:03<00:54,  4.66it/s]
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 77%|███████▋  | 842/1092 [04:04<00:57,  4.33it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 77%|███████▋  | 844/1092 [04:05<00:48,  5.15it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 78%|███████▊  | 847/1092 [04:05<00:32,  7.59it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 78%|███████▊  | 849/1092 [04:05<00:33,  7.29it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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 78%|███████▊  | 852/1092 [04:07<01:54,  2.09it/s]
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 78%|███████▊  | 854/1092 [04:08<01:46,  2.24it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 78%|███████▊  | 856/1092 [04:09<01:21,  2.89it/s]/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

 79%|███████▊  | 859/1092 [04:09<00:50,  4.66it/s]
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_4 target lifted_tensor_4 lifted_tensor_4 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/export/_unlift.py:75: UserWarning: Attempted to insert a get_attr Node with no underlying reference in the owning GraphModule! Call GraphModule.add_submodule to add the necessary submodule, GraphModule.add_parameter to add the necessary Parameter, or nn.Module.register_buffer to add the necessary buffer
  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_2 target lifted_tensor_2 lifted_tensor_2 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_3 target lifted_tensor_3 lifted_tensor_3 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_4 target lifted_tensor_4 lifted_tensor_4 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  getattr_node = gm.graph.get_attr(lifted_node)
/home/xadupre/vv/this/lib/python3.10/site-packages/torch/fx/graph.py:1800: UserWarning: Node lifted_tensor_0 target lifted_tensor_0 lifted_tensor_0 of  does not reference an nn.Module, nn.Parameter, or buffer, which is what 'get_attr' Nodes typically target
  warnings.warn(

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  warnings.warn(

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  warnings.warn(

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The results

df = pandas.DataFrame(obs).sort_values(["dynamic", "name", "exporter"]).reset_index(drop=True)
df.to_csv("plot-exporter-coverage.csv", index=False)
df.to_excel("plot-exporter-coverage.xlsx")
for c in ["error", "error_step"]:
    if c in df.columns:
        df[c] = df[c].fillna("")
print(df)

      abs  rel  success                                          model_cls                                           exported           name  dynamic             exporter                                              error error_step
0     0.0  0.0        1  <class 'experimental_experiment.torch_interpre...  <function run_exporter.<locals>.<lambda> at 0x...  AtenAsStrided        0      custom-nostrict
1     0.0  0.0        1  <class 'experimental_experiment.torch_interpre...  <function run_exporter.<locals>.<lambda> at 0x...  AtenAsStrided        0  custom-nostrict-dec
2     0.0  0.0        1  <class 'experimental_experiment.torch_interpre...  <function run_exporter.<locals>.<lambda> at 0x...  AtenAsStrided        0        custom-strict
3     0.0  0.0        1  <class 'experimental_experiment.torch_interpre...  <function run_exporter.<locals>.<lambda> at 0x...  AtenAsStrided        0    custom-strict-dec
4     0.0  0.0        1  <class 'experimental_experiment.torch_interpre...  <function run_exporter.<locals>.<lambda> at 0x...  AtenAsStrided        0       custom-tracing
...   ...  ...      ...                                                ...                                                ...            ...      ...                  ...                                                ...        ...
1087  0.0  0.0        1  <class 'experimental_experiment.torch_interpre...  GraphModule()\n\n\n\ndef forward(self, x):\n  ...   TypeBFloat16        1  export-nostrict-dec
1088  0.0  0.0        1  <class 'experimental_experiment.torch_interpre...  GraphModule()\n\n\n\ndef forward(self, x):\n  ...   TypeBFloat16        1        export-strict
1089  0.0  0.0        1  <class 'experimental_experiment.torch_interpre...  GraphModule()\n\n\n\ndef forward(self, x):\n  ...   TypeBFloat16        1    export-strict-dec
1090  0.0  0.0        1  <class 'experimental_experiment.torch_interpre...  GraphModule()\n\n\n\ndef forward(self, x):\n  ...   TypeBFloat16        1       export-tracing
1091  NaN  NaN        0                                                NaN                                                NaN   TypeBFloat16        1               script  number of input names provided (4) exceeded nu...     export

[1092 rows x 10 columns]

Errors if any or all successes.

piv = df.pivot(
    index=["dynamic", "name"],
    columns=["exporter"],
    values="error_step" if "error_step" in df.columns else "success",
)

piv.to_excel("plot-exporter-coverage-summary.xlsx")
print(piv)

exporter                            custom-nostrict custom-nostrict-dec custom-strict custom-strict-dec custom-tracing    dynamo dynamo-ir export-jit export-nostrict export-nostrict-dec export-strict export-strict-dec export-tracing  script
dynamic name
0       AtenAsStrided
        AtenInterpolate
        AtenNonZero
        AtenNonZeroTuple
        AtenRollPos
...                                             ...                 ...           ...               ...            ...       ...       ...        ...             ...                 ...           ...               ...            ...     ...
1       SignatureInt2                        export              export        export            export         export    export    export      run.0           run.0               run.0         run.0             run.0                  input
        SignatureListFixedLength                                                                                                                run.1                                                                                      input
        SignatureListVariableLength          diff.1              diff.1        diff.1            diff.1         export    diff.1    diff.1      run.1           run.1               run.1         run.1             run.1                  input
        SignatureShapeAsIndex
        TypeBFloat16                                                                                                    ort-init  ort-init                                                                                                export

[78 rows x 14 columns]