Use The SageAttention BUG?

I encountered a service crash when using SageAttention.What is this problem?The following is the log information in the cmd.

Stack (most recent call first):
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\ldm\modules\attention.py", line 578 in attention_sage
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\ldm\modules\attention.py", line 160 in wrapper
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\ldm\minimax\model.py", line 181 in forward
File "D:\Master\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1789 in _call_impl
File "D:\Master\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1778 in _wrapped_call_impl
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\ldm\minimax\model.py", line 270 in forward
File "D:\Master\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1789 in _call_impl
File "D:\Master\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1778 in _wrapped_call_impl
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\ldm\minimax\model.py", line 629 in _forward
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 113 in execute
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\ldm\minimax\model.py", line 499 in forward
File "D:\Master\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1789 in _call_impl
File "D:\Master\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\nn\modules\module.py", line 1778 in _wrapped_call_impl
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\model_base.py", line 240 in _apply_model
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 113 in execute
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\model_base.py", line 196 in apply_model
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 335 in _calc_cond_batch
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 113 in execute
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 219 in calc_cond_batch_outer
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 211 in calc_cond_batch
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 620 in sampling_function
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 1218 in predict_noise
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 113 in execute
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 1215 in outer_predict_noise
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 1208 in call
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 640 in call
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\k_diffusion\sampling.py", line 1418 in res_multistep
File "D:\Master\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\utils_contextlib.py", line 124 in decorate_context
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\k_diffusion\sampling.py", line 1460 in sample_res_multistep
File "D:\Master\ComfyUI_windows_portable\python_embeded\Lib\site-packages\torch\utils_contextlib.py", line 124 in decorate_context
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 1005 in sample
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 113 in execute
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 1235 in inner_sample
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 1260 in outer_sample
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\patcher_extension.py", line 113 in execute
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy\samplers.py", line 1333 in sample
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy_extras\nodes_custom_sampler.py", line 1049 in execute
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy_api\latest_io.py", line 1935 in EXECUTE_NORMALIZED
File "D:\Master\ComfyUI_windows_portable\ComfyUI\comfy_api\internal_init.py", line 149 in wrapped_func
File "D:\Master\ComfyUI_windows_portable\ComfyUI\execution.py", line 306 in process_inputs
File "D:\Master\ComfyUI_windows_portable\ComfyUI\execution.py", line 318 in _async_map_node_over_list
File "D:\Master\ComfyUI_windows_portable\ComfyUI\execution.py", line 344 in get_output_data
File "D:\Master\ComfyUI_windows_portable\ComfyUI\execution.py", line 545 in execute
File "D:\Master\ComfyUI_windows_portable\ComfyUI\execution.py", line 789 in execute_async
File "asyncio\events.py", line 89 in _run
File "asyncio\base_events.py", line 2060 in _run_once
File "asyncio\base_events.py", line 683 in run_forever
File "asyncio\base_events.py", line 712 in run_until_complete
File "asyncio\runners.py", line 119 in run
File "asyncio\runners.py", line 196 in run
File "D:\Master\ComfyUI_windows_portable\ComfyUI\execution.py", line 728 in execute
File "D:\Master\ComfyUI_windows_portable\ComfyUI\main.py", line 372 in prompt_worker
File "threading.py", line 995 in run
File "threading.py", line 1044 in _bootstrap_inner
File "threading.py", line 1015 in _bootstrap

Extension modules: sqlalchemy.cyextension.collections, sqlalchemy.cyextension.immutabledict, sqlalchemy.cyextension.processors, sqlalchemy.cyextension.resultproxy, sqlalchemy.cyextension.util, greenlet._greenlet, markupsafe._speedups, yaml._yaml, PIL._imaging, numpy._core._multiarray_umath, numpy.linalg._umath_linalg, torch._C, torch._C._dynamo.autograd_compiler, torch._C._dynamo.eval_frame, torch._C._dynamo.guards, torch._C._dynamo.utils, torch._C._fft, torch._C._linalg, torch._C._nested, torch._C._nn, torch._C._sparse, torch._C._special, numpy.random._common, numpy.random.bit_generator, numpy.random._bounded_integers, numpy.random._pcg64, numpy.random._generator, numpy.random._mt19937, numpy.random._philox, numpy.random._sfc64, numpy.random.mtrand, psutil._psutil_windows, PIL._imagingft, _cyutility, scipy._cyutility, scipy._lib._ccallback_c, charset_normalizer.md, charset_normalizer.cd, scipy.ndimage._nd_image, scipy.ndimage._rank_filter_1d, scipy.special._ufuncs_cxx, scipy.linalg._fblas, scipy.linalg._flapack, scipy.linalg._batched_linalg, scipy.linalg._cythonized_array_utils, scipy.linalg._solve_toeplitz, scipy.linalg._internal_matfuncs, scipy.linalg._linalg_pythran, scipy.linalg.cython_blas, scipy.linalg.cython_lapack, scipy.linalg._decomp_update, scipy.special._ellip_harm_2, scipy.special._special_ufuncs, scipy.special._gufuncs, scipy.special._ufuncs, scipy.special._specfun, scipy.special._comb, _ni_label, scipy.ndimage._ni_label, regex._regex, scipy.integrate._odepack, scipy.integrate._quadpack, scipy.integrate._vode, scipy.integrate._dop, scipy.sparse._sparsetools, _csparsetools, scipy.sparse._csparsetools, scipy.sparse.linalg._dsolve._superlu, scipy.sparse.linalg._eigen.arpack._arpacklib, scipy.sparse.linalg._propack, scipy.optimize._group_columns, scipy._lib.messagestream, scipy.optimize._trlib._trlib, scipy.optimize._lbfgsb, _moduleTNC, scipy.optimize._moduleTNC, scipy.optimize._slsqplib, scipy.optimize._minpack, scipy.optimize._lsq.givens_elimination, scipy.optimize._zeros, scipy._lib._uarray._uarray, scipy.linalg._decomp_interpolative, scipy.optimize._bglu_dense, scipy.optimize._lsap, scipy.spatial._ckdtree, scipy.spatial._hausdorff, scipy.spatial._distance_wrap, scipy.spatial._qhull, scipy.spatial._voronoi, scipy.spatial.transform._rotation_cy, scipy.spatial.transform._rigid_transform_cy, scipy.optimize._direct, scipy.interpolate._fitpack, scipy.interpolate._dierckx, scipy.interpolate._ppoly, scipy.interpolate._interpnd, scipy.interpolate._rbfinterp_pythran, scipy.interpolate._rgi_cython, scipy.special.cython_special, scipy.stats._stats, scipy.stats._biasedurn, scipy.stats._levy_stable.levyst, scipy.stats._stats_pythran, scipy.stats._ansari_swilk_statistics, scipy.sparse.csgraph._tools, scipy.sparse.csgraph._shortest_path, scipy.sparse.csgraph._traversal, scipy.sparse.csgraph._min_spanning_tree, scipy.sparse.csgraph._flow, scipy.sparse.csgraph._matching, scipy.sparse.csgraph._reordering, scipy.stats._sobol, scipy.stats._qmc_cy, scipy.stats._rcont.rcont, scipy.stats._qmvnt_cy, av._core, av.logging, av.buffer, av.audio.format, av.error, av.dictionary, av.container.pyio, av.format, av.index, av.utils, av.stream, av.container.streams, av.sidedata.encparams, av.sidedata.motionvectors, av.sidedata.sidedata, av.opaque, av.packet, av.container.input, av.bitstream, av.container.output, av.container.core, av.codec.context, av.video.format, av.video.reformatter, av.plane, av.video.plane, av.video.frame, av.video.stream, av.codec.hwaccel, av.codec.codec, av.frame, av.audio.layout, av.audio.plane, av.audio.frame, av.audio.stream, av.filter.link, av.filter.context, av.filter.graph, av.filter.filter, av.filter.loudnorm, av.audio.resampler, av.audio.codeccontext, av.audio.fifo, av.device, av.video.codeccontext, av.subtitles.stream, multidict._multidict, yarl._quoting_c, propcache._helpers_c, aiohttp._http_writer, aiohttp._http_parser, aiohttp._websocket.mask, aiohttp._websocket.reader_c, frozenlist._frozenlist, requests.packages.charset_normalizer.md, requests.packages.chardet.md, requests.packages.charset_normalizer.cd, requests.packages.chardet.cd, scipy.signal._sigtools, scipy.signal._max_len_seq_inner, scipy.signal._upfirdn_apply, scipy.signal._spline, scipy.signal._sosfilt, scipy.signal._peak_finding_utils, cuda_utils (total: 180)

Start at comfy/ldm/modules/attention.py, especially attention_sage at line 578, then trace the call from comfy/ldm/minimax/model.py. Reproduce the crash with SageAttention and capture the complete error and environment details beyond the stack trace. Done means the crash cause is identified and SageAttention works for the reported path or fails with a clear diagnostic.