Michael Lazos mlazos
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| test.py: | |
| import torchdynamo | |
| torchdynamo.config.trace = False | |
| >> python test.py | |
| Traceback (most recent call last): | |
| File "/scratch/mlazos/test/test.py", line 3, in <module> |
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| ========== TorchDynamo Stack Trace ========== | |
| Traceback (most recent call last): | |
| File "/scratch/mlazos/torchdynamo/torchdynamo/convert_frame.py", line 310, in _convert_frame_assert | |
| code = transform_code_object(frame.f_code, transform) | |
| File "/scratch/mlazos/torchdynamo/torchdynamo/bytecode_transformation.py", line 338, in transform_code_object | |
| transformations(instructions, code_options) | |
| File "/scratch/mlazos/torchdynamo/torchdynamo/convert_frame.py", line 298, in transform | |
| tracer.run() | |
| File "/scratch/mlazos/torchdynamo/torchdynamo/symbolic_convert.py", line 331, in run | |
| and self.step() |
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| ========== TorchDynamo Stack Trace ========== | |
| Traceback (most recent call last): | |
| File "/scratch/mlazos/torchdynamo/torchdynamo/convert_frame.py", line 310, in _convert_frame_assert | |
| code = transform_code_object(frame.f_code, transform) | |
| File "/scratch/mlazos/torchdynamo/torchdynamo/bytecode_transformation.py", line 338, in transform_code_object | |
| transformations(instructions, code_options) | |
| File "/scratch/mlazos/torchdynamo/torchdynamo/convert_frame.py", line 298, in transform | |
| tracer.run() | |
| File "/scratch/mlazos/torchdynamo/torchdynamo/symbolic_convert.py", line 331, in run | |
| and self.step() |
mlazos
/ console_output.txt
Last active
September 7, 2022 05:42
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| torchdynamo.convert_frame: [ERROR] WON'T CONVERT test_assertion_error /scratch/mlazos/test/scratch.py line 6 | |
| due to: | |
| Traceback (most recent call last): | |
| File "/scratch/mlazos/torchdynamo/torchdynamo/symbolic_convert.py", line 837, in BUILD_MAP | |
| assert isinstance(k, ConstantVariable) or ( | |
| AssertionError | |
| from user code: | |
| File "/scratch/mlazos/test/scratch.py", line 9, in test_assertion_error | |
| z = {y: 5} |
mlazos
/ console_output.txt
Created
September 7, 2022 09:18
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| /scratch/mlazos/py39/lib/python3.9/site-packages/torchvision-0.14.0a0+1d0786b-py3.9-linux-x86_64.egg/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: /scratch/mlazos/py39/lib/python3.9/site-packages/torchvision-0.14.0a0+1d0786b-py3.9-linux-x86_64.egg/torchvision/image.so: undefined symbol: _ZN2at4_ops19empty_memory_format4callEN3c108ArrayRefIlEENS2_8optionalINS2_10ScalarTypeEEENS5_INS2_6LayoutEEENS5_INS2_6DeviceEEENS5_IbEENS5_INS2_12MemoryFormatEEE | |
| warn(f"Failed to load image Python extension: {e}") | |
| WARNING:torchinductor.lowering:make_fallback(aten.native_group_norm_backward): a decomposition exists, we should switch to it | |
| torchinductor.scheduler: [CRITICAL] Error in codegen for ComputedBuffer(name='buf0', layout=FixedLayout('cuda', torch.float32, size=[200, 200], stride=[200, 1]), data=Pointwise( | |
| 'cuda', | |
| torch.float32, | |
| relu(constant(1, torch.float32) + constant(1, torch.float32)), | |
| ranges=[200, 200], | |
| origins={relu} | |
| )) |
mlazos
/ inductor_error.txt
Created
September 8, 2022 02:28
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| Traceback (most recent call last): | |
| File "/scratch/mlazos/torchdynamo/torchinductor/graph.py", line 246, in call_function | |
| return lowerings[target](*args, **kwargs) | |
| File "/scratch/mlazos/torchdynamo/torchinductor/lowering.py", line 185, in wrapped | |
| return decomp_fn(*args, **kwargs) | |
| File "/scratch/mlazos/torchdynamo/torchinductor/lowering.py", line 810, in _foobar | |
| assert False | |
| AssertionError | |
| The above exception was the direct cause of the following exception: |
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| wrote out to minifier_launcher.py | |
| Traceback (most recent call last): | |
| File "/scratch/mlazos/torchdynamo/torchinductor/graph.py", line 246, in call_function | |
| return lowerings[target](*args, **kwargs) | |
| File "/scratch/mlazos/torchdynamo/torchinductor/lowering.py", line 185, in wrapped | |
| return decomp_fn(*args, **kwargs) | |
| File "/scratch/mlazos/torchdynamo/torchinductor/lowering.py", line 810, in _foobar | |
| assert False | |
| AssertionError |
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| >> LoweringException("AssertionError: \n target: aten._foobar.default\n args[0]: TensorBox(StorageBox(\n Pointwise(\n 'cpu',\n torch.float32,\n constant(1, torch.float32) + constant(1, torch.float32),\n ranges=[200, 200],\n origins={add}\n )\n ))") | |
| Started off with 28 nodes | |
| Writing checkpoint with 28 nodes to /tmp/minifier_mlazos/checkpoints/28.py | |
| Trying granularity 16 | |
| Strategy: Eliminate dead code (G: 16) (28 nodes, 10 inputs) | |
| FAIL: Eliminate dead code |
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| WARNING:root:Compiled Fx GraphModule failed with . Starting minifier. | |
| Writing checkpoint with 10 nodes to /tmp/minifier_mlazos/checkpoints/10.py | |
| Writing checkpoint with 10 locally to repro.py | |
| Started off with 10 nodes | |
| Writing checkpoint with 10 nodes to /tmp/minifier_mlazos/checkpoints/10.py | |
| Writing checkpoint with 10 locally to repro.py | |
| Trying granularity 8 | |
| Strategy: Eliminate dead code (G: 8) (10 nodes, 0 inputs) | |
| FAIL: Eliminate dead code |
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| import logging | |
| import torch | |
| import torchdynamo | |
| torchdynamo.config.log_level = logging.WARNING | |
| def test_assertion_error(): | |
| y = torch.ones(200, 200) |
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