how to fix the problem:RuntimeError: Windows not yet supported for torch.compile

[J-Kazusa]

my code as follow,
import torch
import torchvision.models as models

model = models.resnet18().cuda()
optimizer = torch.optim.SGD(model.parameters(), lr=0.01)
compiled_model = torch.compile(model)

x = torch.randn(16, 3, 224, 224).cuda()
optimizer.zero_grad()
out = compiled_model(x)
out.sum().backward()
optimizer.step()

Error message as follows:

RuntimeError Traceback (most recent call last)
Cell In[9], line 6
4 model = models.resnet18().cuda()
5 optimizer = torch.optim.SGD(model.parameters(), lr=0.01)
----> 6 compiled_model = torch.compile(model)
8 x = torch.randn(16, 3, 224, 224).cuda()
9 optimizer.zero_grad()

File H:\anaconda3\envs\tensorflow\lib\site-packages\torch_init_.py:1441, in compile(model, fullgraph, dynamic, backend, mode, options, disable)
1439 if backend == "inductor":
1440 backend = _TorchCompileInductorWrapper(mode, options, dynamic)
-> 1441 return torch._dynamo.optimize(backend=backend, nopython=fullgraph, dynamic=dynamic, disable=disable)(model)

File H:\anaconda3\envs\tensorflow\lib\site-packages\torch_dynamo\eval_frame.py:413, in optimize(backend, nopython, guard_export_fn, guard_fail_fn, disable, dynamic)
380 def optimize(
381 backend="inductor",
382 *,
(...)
387 dynamic=False,
388 ):
389 """
390 The main entrypoint of TorchDynamo. Do graph capture and call
391 backend() to optimize extracted graphs.
(...)
411 ...
412 """
--> 413 check_if_dynamo_supported()
414 # Note: The hooks object could be global instead of passed around, however that would make
415 # for a confusing API usage and plumbing story wherein we nest multiple .optimize calls.
416 # There is some prior art around this, w/r/t nesting backend calls are enforced to be the same
417 # compiler, however, this feels onerous for callback and hooks, and it feels better to give our users an
418 # easier to understand UX at the cost of a little more plumbing on our end.
419 hooks = Hooks(guard_export_fn=guard_export_fn, guard_fail_fn=guard_fail_fn)

File H:\anaconda3\envs\tensorflow\lib\site-packages\torch_dynamo\eval_frame.py:375, in check_if_dynamo_supported()
373 def check_if_dynamo_supported():
374 if sys.platform == "win32":
--> 375 raise RuntimeError("Windows not yet supported for torch.compile")
376 if sys.version_info >= (3, 11):
377 raise RuntimeError("Python 3.11+ not yet supported for torch.compile")

RuntimeError: Windows not yet supported for torch.compile