intel / intel/torch-xpu-ops

[Bug Skip]: UT failures 2026-6-7

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#3,891 5 comments 0 reactions 1 assignee Claimed by @kdrozd-dev View on GitHub
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Description

### 🐛 Describe the bug with skip template

Cases:
op_ut,third_party.torch-xpu-ops.test.xpu.higher_order_ops.test_invoke_subgraph_xpu.TestInvokeSubgraphCompile,test_input_mutation_mutiple_times_fake_tensor_cahche_hit
~~op_ut,third_party.torch-xpu-ops.test.xpu.test_modules_xpu.TestModuleXPU,test_cpu_gpu_parity_nn_ConvTranspose1d_xpu_complex32~~
~~op_ut,third_party.torch-xpu-ops.test.xpu.test_nn_xpu.TestNN,test_unflatten_invalid_arg~~
~~op_ut,third_party.torch-xpu-ops.test.xpu.test_tensor_creation_ops_xpu.TestTensorCreationXPU,test_concat_empty_list_error_xpu~~

## ErrorLog
### AttributeError: 'AutoFunctionalizedV2' object has no attribute '_schema'
```bash
_ TestInvokeSubgraphCompile.test_input_mutation_mutiple_times_fake_tensor_cahche_hit _
[gw2] linux -- Python 3.10.20 /tmp/xpu-tool/Python/3.10.20/x64/bin/python
Traceback (most recent call last):
File "/__w/torch-xpu-ops/torch-xpu-ops/pytorch/third_party/torch-xpu-ops/test/xpu/higher_order_ops/test_invoke_subgraph_xpu.py", line 1381, in test_input_mutation_mutiple_times_fake_tensor_cahche_hit
out = opt_fn(x, y)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 1183, in compile_wrapper
raise e.remove_dynamo_frames() from None # see TORCHDYNAMO_VERBOSE=1
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_dynamo/output_graph.py", line 3147, in _call_user_compiler
raise BackendCompilerFailed(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_dynamo/output_graph.py", line 3119, in _call_user_compiler
compiled_fn = compiler_fn(gm, example_inputs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_dynamo/repro/after_dynamo.py", line 159, in __call__
compiled_gm = compiler_fn(gm, example_inputs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/__init__.py", line 2562, in __call__
return self.compiler_fn(model_, inputs_, **self.kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_dynamo/testing.py", line 321, in __call__
return aot_eager(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_dynamo/backends/debugging.py", line 420, in aot_eager
return aot_autograd(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_dynamo/backends/common.py", line 123, in __call__
cg = aot_module_simplified(gm, example_inputs, **self.kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_functorch/aot_autograd.py", line 1227, in aot_module_simplified
aot_state = create_aot_state(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_functorch/aot_autograd.py", line 586, in create_aot_state
fw_metadata = run_functionalized_fw_and_collect_metadata(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_functorch/_aot_autograd/collect_metadata_analysis.py", line 220, in inner
flat_f_outs = f(*flat_f_args)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_functorch/_aot_autograd/graph_capture_wrappers.py", line 1534, in functional_call
out = PropagateUnbackedSymInts(mod).run(*args)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/fx/interpreter.py", line 197, in run
self.env[node] = self.run_node(node)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/fx/experimental/symbolic_shapes.py", line 8763, in run_node
result = super().run_node(n)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/fx/interpreter.py", line 294, in run_node
return getattr(self, n.op)(n.target, args, kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/fx/interpreter.py", line 377, in call_function
return target(*args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_higher_order_ops/invoke_subgraph.py", line 258, in __call__
return super().__call__(subgraph, identifier, *operands)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_ops.py", line 543, in __call__
return self.dispatch(dispatch_key_set.highestPriorityTypeId(), *args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_ops.py", line 408, in dispatch
return kernel(*args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_ops.py", line 336, in maybe_run_autograd
return self(*args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_higher_order_ops/invoke_subgraph.py", line 258, in __call__
return super().__call__(subgraph, identifier, *operands)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_ops.py", line 543, in __call__
return self.dispatch(dispatch_key_set.highestPriorityTypeId(), *args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_ops.py", line 426, in dispatch
result = handler(mode, *args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_ops.py", line 193, in functionalize_dispatch_mode_fn
return fn(PythonFunctionalizeAPI(mode), *args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_higher_order_ops/invoke_subgraph.py", line 1094, in _
return do_auto_functionalize_v2(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_higher_order_ops/auto_functionalize.py", line 694, in do_auto_functionalize_v2
return _do_auto_functionalize_v2_for_generic_mutable_operator(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_higher_order_ops/auto_functionalize.py", line 877, in _do_auto_functionalize_v2_for_generic_mutable_operator
unwrapped_outs = auto_functionalized_v2(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_higher_order_ops/auto_functionalize.py", line 416, in __call__
return super().__call__(_mutable_op, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_ops.py", line 543, in __call__
return self.dispatch(dispatch_key_set.highestPriorityTypeId(), *args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_ops.py", line 426, in dispatch
result = handler(mode, *args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_higher_order_ops/utils.py", line 666, in impl
return mode.__torch_dispatch__(hop, [], args, kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_compile.py", line 54, in inner
return disable_fn(*args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_dynamo/eval_frame.py", line 1446, in _fn
return fn(*args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/utils/_stats.py", line 29, in wrapper
return fn(*args, **kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 1510, in __torch_dispatch__
return self.dispatch(func, types, args, kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2290, in dispatch
return self._cached_dispatch_impl(func, types, args, kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 1658, in _cached_dispatch_impl
output = self._dispatch_impl(func, types, args, kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 2669, in _dispatch_impl
self.invalidate_written_to_constants(func, flat_arg_fake_tensors, args, kwargs)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 3203, in invalidate_written_to_constants
schema_info = get_schema_info(func)
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/_subclasses/fake_tensor.py", line 292, in get_schema_info
return torch._C._SchemaInfo(func._schema)
torch._dynamo.exc.BackendCompilerFailed: backend='' raised:
AttributeError: 'AutoFunctionalizedV2' object has no attribute '_schema'
```
### Unexpected success
```bash
______ TestModuleXPU.test_cpu_gpu_parity_nn_ConvTranspose1d_xpu_complex32 ______
[gw0] linux -- Python 3.10.20 /tmp/xpu-tool/Python/3.10.20/x64/bin/python
Unexpected success
----------------------------- Captured stderr call -----------------------------
/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/site-packages/torch/testing/_creation.py:240: UserWarning: ComplexHalf support is experimental and many operators don't support it yet. (Triggered internally at /home/jenkins/actions-runner/_work/torch-xpu-ops/torch-xpu-ops/pytorch/aten/src/ATen/EmptyTensor.cpp:54.)
result = torch.empty(shape, device=device, dtype=dtype)
- generated xml file: /__w/torch-xpu-ops/torch-xpu-ops/pytorch/third_party/torch-xpu-ops/test/xpu/op_ut_with_all.test_modules_xpu.xml -
=========================== short test summary info ============================
FAILED test_modules_xpu.py::TestModuleXPU::test_cpu_gpu_parity_nn_ConvTranspose1d_xpu_complex32
```
### TypeError: unflattened_size must be tuple of ints, but found element of type list at pos 0
```bash
______________________ TestNN.test_unflatten_invalid_arg _______________________
[gw0] linux -- Python 3.10.20 /tmp/xpu-tool/Python/3.10.20/x64/bin/python
TypeError: unflattened_size must be tuple of ints, but found element of type list at pos 0

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "/__w/torch-xpu-ops/torch-xpu-ops/pytorch/third_party/torch-xpu-ops/test/xpu/test_nn_xpu.py", line 9617, in test_unflatten_invalid_arg
with self.assertRaisesRegex(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/unittest/case.py", line 239, in __exit__
self._raiseFailure('"{}" does not match "{}"'.format(
File "/tmp/xpu-tool/Python/3.10.20/x64/lib/python3.10/unittest/case.py", line 163, in _raiseFailure
raise self.test_case.failureException(msg)
AssertionError: "unflattened_size must be a tuple of tuples, but found type list" does not match "unflattened_size must be tuple of ints, but found element of type list at pos 0"
```
### TypeError: concat(): argument 'dim' must be int, not str
```bash
____________ TestTensorCreationXPU.test_concat_empty_list_error_xpu ____________
[gw2] linux -- Python 3.10.20 /tmp/xpu-tool/Python/3.10.20/x64/bin/python
Traceback (most recent call last):
File "/__w/torch-xpu-ops/torch-xpu-ops/pytorch/third_party/torch-xpu-ops/test/xpu/test_tensor_creation_ops_xpu.py", line 643, in test_concat_empty_list_error
torch.concat([], dim="N")
TypeError: concat(): argument 'dim' must be int, not str

To execute this test, run the following from the base repo dir:
PYTORCH_TEST_WITH_SLOW=1 python test/xpu/test_tensor_creation_ops_xpu.py TestTensorCreationXPU.test_concat_empty_list_error_xpu

This message can be suppressed by setting PYTORCH_PRINT_REPRO_ON_FAILURE=0
- generated xml file: /__w/torch-xpu-ops/torch-xpu-ops/pytorch/third_party/torch-xpu-ops/test/xpu/op_ut_with_all.test_tensor_creation_ops_xpu.xml -
=========================== short test summary info ============================
FAILED test_tensor_creation_ops_xpu.py::TestTensorCreationXPU::test_concat_empty_list_error_xpu - TypeError: concat(): argument 'dim' must be int, not str
```
## Pytorch Version
7168b60c0d3561d93aac7519d03d1bd95ee3e7a3

### Versions

Detail
Collecting environment information...
PyTorch version: 2.13.0a0+git7168b60
Is debug build: False
CUDA used to build PyTorch: None
ROCM used to build PyTorch: N/A

OS: Ubuntu 24.04.4 LTS (x86_64)
GCC version: (Ubuntu 13.3.0-6ubuntu2~24.04.1) 13.3.0
Clang version: Could not collect
CMake version: version 3.28.3
Libc version: glibc-2.39

Python version: 3.10.20 (main, Mar 3 2026, 15:36:40) [GCC 13.3.0] (64-bit runtime)
Python platform: Linux-6.8.0-110-generic-x86_64-with-glibc2.39
Is CUDA available: False
CUDA runtime version: No CUDA
CUDA_MODULE_LOADING set to: N/A
GPU models and configuration: No CUDA
Nvidia driver version: No CUDA
cuDNN version: No CUDA
Is XPU available: True
XPU used to build PyTorch: 20260000
Intel GPU driver version:
* libze1: 1.24.0.0-1146~24.04
* intel-opencl-icd: 25.18.33578.51-1146~24.04
Intel GPU models onboard:
* Intel(R) Data Center GPU Max 1550
* Intel(R) Data Center GPU Max 1550
* Intel(R) Data Center GPU Max 1550
* Intel(R) Data Center GPU Max 1550
* Intel(R) Data Center GPU Max 1550
* Intel(R) Data Center GPU Max 1550
* Intel(R) Data Center GPU Max 1550
* Intel(R) Data Center GPU Max 1550
Intel GPU models detected:
* [0] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=8e91d0fc-eca6-beb5-0000-000000000001, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [1] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=8e91d0fc-eca6-beb5-0000-000000000002, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [2] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=20d47d1b-13c8-b5ab-0000-000000000001, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [3] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=20d47d1b-13c8-b5ab-0000-000000000002, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [4] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=98eac433-92fe-14bc-0000-000000000001, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [5] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=98eac433-92fe-14bc-0000-000000000002, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [6] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=b5357ed6-e490-9f3e-0000-000000000001, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [7] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=b5357ed6-e490-9f3e-0000-000000000002, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [8] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=d47ef340-79ec-b1ea-0000-000000000001, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [9] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=d47ef340-79ec-b1ea-0000-000000000002, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [10] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=6a213a19-3e99-4457-0000-000000000001, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [11] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=6a213a19-3e99-4457-0000-000000000002, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [12] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=72df9f7a-25c2-ffe2-0000-000000000001, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [13] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=72df9f7a-25c2-ffe2-0000-000000000002, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [14] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=78521fac-3d99-131e-0000-000000000001, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
* [15] _XpuDeviceProperties(name='Intel(R) Data Center GPU Max 1550', platform_name='Intel(R) oneAPI Unified Runtime over Level-Zero', type='gpu', device_id=0xBD5, uuid=78521fac-3d99-131e-0000-000000000002, driver_version='1.6.33578+51', total_memory=65520MB, local_mem_size=128KB, last_level_cache_size=196608KB, max_compute_units=512, memory_clock_rate=3200MHz, memory_bus_width=64-bit, gpu_eu_count=512, gpu_subslice_count=64, max_work_group_size=1024, max_num_sub_groups=64, sub_group_sizes=[16 32], has_fp16=1, has_fp64=1, has_atomic64=1, is_integrated_gpu=0)
HIP runtime version: N/A
MIOpen runtime version: N/A
Is XNNPACK available: False
Caching allocator config: N/A

CPU:
Architecture: x86_64
CPU op-mode(s): 32-bit, 64-bit
Address sizes: 52 bits physical, 57 bits virtual
Byte Order: Little Endian
CPU(s): 192
On-line CPU(s) list: 0-191
Vendor ID: GenuineIntel
BIOS Vendor ID: Intel(R) Corporation
Model name: Intel(R) Xeon(R) Platinum 8468V
BIOS Model name: Intel(R) Xeon(R) Platinum 8468V CPU @ 2.4GHz
BIOS CPU family: 179
CPU family: 6
Model: 143
Thread(s) per core: 2
Core(s) per socket: 48
Socket(s): 2
Stepping: 8
CPU(s) scaling MHz: 97%
CPU max MHz: 3800.0000
CPU min MHz: 800.0000
BogoMIPS: 4800.00
Flags: fpu vme de pse tsc msr pae mce cx8 apic sep mtrr pge mca cmov pat pse36 clflush dts acpi mmx fxsr sse sse2 ss ht tm pbe syscall nx pdpe1gb rdtscp lm constant_tsc art arch_perfmon pebs bts rep_good nopl xtopology nonstop_tsc cpuid aperfmperf tsc_known_freq pni pclmulqdq dtes64 monitor ds_cpl smx est tm2 ssse3 sdbg fma cx16 xtpr pdcm pcid dca sse4_1 sse4_2 x2apic movbe popcnt tsc_deadline_timer aes xsave avx f16c rdrand lahf_lm abm 3dnowprefetch cpuid_fault epb cat_l3 cat_l2 cdp_l3 intel_ppin cdp_l2 ssbd mba ibrs ibpb stibp ibrs_enhanced fsgsbase tsc_adjust bmi1 avx2 smep bmi2 erms invpcid cqm rdt_a avx512f avx512dq rdseed adx smap avx512ifma clflushopt clwb intel_pt avx512cd sha_ni avx512bw avx512vl xsaveopt xsavec xgetbv1 xsaves cqm_llc cqm_occup_llc cqm_mbm_total cqm_mbm_local split_lock_detect user_shstk avx_vnni avx512_bf16 wbnoinvd dtherm ida arat pln pts hfi avx512vbmi umip pku ospke waitpkg avx512_vbmi2 gfni vaes vpclmulqdq avx512_vnni avx512_bitalg tme avx512_vpopcntdq la57 rdpid bus_lock_detect cldemote movdiri movdir64b enqcmd fsrm md_clear serialize tsxldtrk pconfig arch_lbr ibt amx_bf16 avx512_fp16 amx_tile amx_int8 flush_l1d arch_capabilities ibpb_exit_to_user
L1d cache: 4.5 MiB (96 instances)
L1i cache: 3 MiB (96 instances)
L2 cache: 192 MiB (96 instances)
L3 cache: 195 MiB (2 instances)
NUMA node(s): 2
NUMA node0 CPU(s): 0-47,96-143
NUMA node1 CPU(s): 48-95,144-191
Vulnerability Gather data sampling: Not affected
Vulnerability Indirect target selection: Not affected
Vulnerability Itlb multihit: Not affected
Vulnerability L1tf: Not affected
Vulnerability Mds: Not affected
Vulnerability Meltdown: Not affected
Vulnerability Mmio stale data: Not affected
Vulnerability Reg file data sampling: Not affected
Vulnerability Retbleed: Not affected
Vulnerability Spec rstack overflow: Not affected
Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl
Vulnerability Spectre v1: Mitigation; usercopy/swapgs barriers and __user pointer sanitization
Vulnerability Spectre v2: Mitigation; Enhanced / Automatic IBRS; IBPB conditional; PBRSB-eIBRS SW sequence; BHI BHI_DIS_S
Vulnerability Srbds: Not affected
Vulnerability Tsa: Not affected
Vulnerability Tsx async abort: Not affected
Vulnerability Vmscape: Mitigation; IBPB before exit to userspace

Versions of relevant libraries:
[pip3] dpcpp-cpp-rt==2026.0.0
[pip3] impi-rt==2021.18.0
[pip3] intel-cmplr-lib-rt==2026.0.0
[pip3] intel-cmplr-lib-ur==2026.0.0
[pip3] intel-cmplr-lic-rt==2026.0.0
[pip3] intel-opencl-rt==2026.0.0
[pip3] intel-openmp==2026.0.0
[pip3] intel-pti==0.17.0
[pip3] intel-sycl-rt==2026.0.0
[pip3] mkl==2026.0.0
[pip3] mypy_extensions==1.1.0
[pip3] numpy==1.26.4
[pip3] oneccl==2022.0.0
[pip3] oneccl-devel==2022.0.0
[pip3] onemkl-license==2026.0.0
[pip3] onemkl-sycl-blas==2026.0.0
[pip3] onemkl-sycl-dft==2026.0.0
[pip3] onemkl-sycl-lapack==2026.0.0
[pip3] onemkl-sycl-rng==2026.0.0
[pip3] onemkl-sycl-sparse==2026.0.0
[pip3] onnx==1.21.0
[pip3] tbb==2023.0.0
[pip3] tcmlib==1.5.0
[pip3] torch==2.13.0a0+git7168b60
[pip3] torchao==0.18.0.dev20260607+xpu
[pip3] torchaudio==2.11.0a0+c0cbdb9
[pip3] torchmetrics==1.9.0
[pip3] torchrec-nightly==2023.8.20
[pip3] torchvision==0.27.0a0+499ca51
[pip3] torchviz==0.0.3
[pip3] torchx-nightly==2026.6.7
[pip3] triton-xpu==3.7.2+git5fcc14d9
[pip3] umf==1.1.0
[conda] No relevant packages

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