Compilation Info for [10/5]

Dynamo Output:

dynamo_output_graph.txt

Stack

Compile Time(seconds)

Entire Frame [?]: 3.4965319633483887

Backend [?]: 3.0537121295928955

Inductor [?]: 2.509446620941162

Code Gen Time: 1.578638792037964

Dynamo Time Before Restart [?]: 0.0

Restarts and Failures

No failures!

No restarts!

Cache Metrics

Cache Size: 5

Accumulated Cache Size: 5

Graph Metrics

Guard Count: 318

Shape Env Guards: 5

Graph Ops: 14

Graph Nodes: 34

Graph Inputs: 19

Custom Ops

Compliant Custom Ops:

Non-Compliant Custom Ops:

Symbolic shape specializations

Sym Source(s) Value User stack Framework stack
s0 L['x'].size()[1]
 128
  • /workspace/networks/layers/basic.py:87 in forward
  • /opt/conda/lib/python3.11/site-packages/torch/nn/modules/module.py:1561 in _call_impl
  • /workspace/networks/layers/basic.py:69 in forward
  • /opt/conda/lib/python3.11/site-packages/torch/nn/modules/module.py:1561 in _call_impl
  • /opt/conda/lib/python3.11/site-packages/torch/nn/modules/conv.py:457 in forward
  • /opt/conda/lib/python3.11/site-packages/torch/nn/modules/conv.py:453 in _conv_forward
  • /workspace/tools/eval.py:135 in <module>
  • /workspace/tools/eval.py:130 in main
  • /workspace/tools/eval.py:30 in main_worker
  • /workspace/networks/managers/evaluator.py:469 in evaluating
  • /workspace/networks/engines/aotv3_engine.py:645 in add_reference_frame
  • /workspace/networks/engines/aotv3_engine.py:238 in add_reference_frame
  • /workspace/networks/models/aotv3.py:189 in LSTT_forward
  • /opt/conda/lib/python3.11/site-packages/torch/nn/modules/module.py:1552 in _wrapped_call_impl
  • /opt/conda/lib/python3.11/site-packages/torch/nn/modules/module.py:1561 in _call_impl
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/eval_frame.py:432 in _fn
  • /workspace/networks/layers/transformer.py:622 in forward
  • /opt/conda/lib/python3.11/site-packages/torch/nn/modules/module.py:1552 in _wrapped_call_impl
  • /opt/conda/lib/python3.11/site-packages/torch/nn/modules/module.py:1561 in _call_impl
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py:1115 in __call__
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py:947 in __call__
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py:471 in __call__
  • /opt/conda/lib/python3.11/site-packages/torch/_utils_internal.py:83 in wrapper_function
  • /opt/conda/lib/python3.11/site-packages/torch/_strobelight/compile_time_profiler.py:129 in profile_compile_time
  • /opt/conda/lib/python3.11/contextlib.py:81 in inner
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py:816 in _compile
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/utils.py:232 in time_wrapper
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py:635 in compile_inner
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/bytecode_transformation.py:1184 in transform_code_object
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py:177 in _fn
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/convert_frame.py:581 in transform
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2455 in run
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:897 in run
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:809 in step
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:503 in wrapper
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2063 in CALL
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:747 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/lazy.py:132 in realize_and_forward
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/nn_module.py:841 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:294 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:91 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:753 in inline_user_function_return
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2670 in inline_call
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2786 in inline_call_
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:897 in run
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:809 in step
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:503 in wrapper
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:1504 in CALL_FUNCTION_EX
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:747 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:342 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:294 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:91 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:753 in inline_user_function_return
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2670 in inline_call
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2786 in inline_call_
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:897 in run
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:809 in step
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:503 in wrapper
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2063 in CALL
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:747 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/lazy.py:132 in realize_and_forward
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/nn_module.py:841 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:294 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:91 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:753 in inline_user_function_return
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2670 in inline_call
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2786 in inline_call_
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:897 in run
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:809 in step
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:503 in wrapper
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:1504 in CALL_FUNCTION_EX
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:747 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:342 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:294 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:91 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:753 in inline_user_function_return
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2670 in inline_call
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2786 in inline_call_
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:897 in run
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:809 in step
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:503 in wrapper
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2063 in CALL
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:747 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:342 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:294 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/functions.py:91 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:753 in inline_user_function_return
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2670 in inline_call
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2786 in inline_call_
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:897 in run
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:809 in step
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:503 in wrapper
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:2063 in CALL
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/symbolic_convert.py:747 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/torch.py:760 in call_function
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py:1713 in wrap_fx_proxy
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/variables/builder.py:1798 in wrap_fx_proxy_cls
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/utils.py:1786 in get_fake_value
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/utils.py:1301 in wrap_fake_exception
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/utils.py:1787 in <lambda>
  • /opt/conda/lib/python3.11/site-packages/torch/_dynamo/utils.py:1904 in run_node
  • /opt/conda/lib/python3.11/site-packages/torch/utils/_stats.py:20 in wrapper
  • /opt/conda/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py:1060 in __torch_dispatch__
  • /opt/conda/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py:1449 in dispatch
  • /opt/conda/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py:1152 in _cached_dispatch_impl
  • /opt/conda/lib/python3.11/site-packages/torch/_subclasses/fake_tensor.py:1729 in _dispatch_impl
  • /opt/conda/lib/python3.11/site-packages/torch/_subclasses/fake_impls.py:150 in dispatch_to_op_implementations_dict
  • /opt/conda/lib/python3.11/site-packages/torch/_subclasses/fake_impls.py:658 in conv
  • /opt/conda/lib/python3.11/site-packages/torch/fx/experimental/sym_node.py:413 in guard_bool
  • /opt/conda/lib/python3.11/site-packages/torch/fx/experimental/recording.py:244 in wrapper
  • /opt/conda/lib/python3.11/site-packages/torch/fx/experimental/symbolic_shapes.py:5228 in evaluate_expr
  • /opt/conda/lib/python3.11/site-packages/torch/fx/experimental/symbolic_shapes.py:4929 in _maybe_guard_rel
  • /opt/conda/lib/python3.11/site-packages/torch/fx/experimental/symbolic_shapes.py:4797 in _set_replacement
  • /opt/conda/lib/python3.11/site-packages/torch/_logging/_internal.py:1073 in trace_structured