Automatic update of fbcode/onnx to 45ba661d278bc13d504829bfa6bfb48f15fb74b7

[houseroad]

Summary:
Previous import was 882c5283c54345d131e8fe5c859e4844dcf7ca8e

Included changes:

• 45ba661: Handle new types in the switch. (torch.cuda.device not working but torch.cuda.set_device works #1608)
• 14853b6: Bump docker image version to 230 used in CircleCI (giving a 3d input to Conv2d gives a bad error message #1606)
• e0993b8: [onnxifi] Make sure that backend handles run async. (Add argmax and argmin to docs #1599)
• e6965cc: Introduce SparseTensor ML proto (Variable-size input #1554)
• 75b782f: In driver test check the return status of onnxGetBackendIDs (unexpected keyword argument 'keepdim' #1597)
• c05b364: Make CI log less verbose (DataLoader workers deadlocked #1595)
• fa568e4: Loop type shape inferencing (Pad PackedSequences to original batch length #1591)
• 937e64c: add uint8 (Fix Tensor.set_ with kwargs #1590)
• f86e951: Add domain as an optional parameter for make_node function (Advanced Indexing Part 1 -- Purely Integer Array Indexing #1588)
• ff45588: Remove unreachable code in shape_inference.h (Fix error message in CUDA forked subprocess #1585)
• f7dcad0: Add several hyperbolic function ops. (DataParallel does not effectively use GPU RAM on device_id 1 #1499)
• a60ac7d: Add OneHot op to ONNX. ([Feature Request] Asynchronous torch.save() #1567)
• f6c3a7e: [compiler flag] Issue a warning if class has virtual method but missing virtual dtor. (Add Conv2dLocal module #1583)
• 88d1784: Fix MaxUnpool shape inference when output_shape is provided as input (improve the argument types and return types in nn docs #1578)
• 20041b7: Add type shape inferencing for the If operator (Gradient size mismatch for nn.Bilinear #1571)
• d6c4c75: Add a virtual destructor to GraphInferencer (.gitignore updated with editor temporaries #1574)
• a339598: fix ConvTranspose spec (better _calculate_fan_in_and_fan_out #1566)

Differential Revision: D13049077

[zrphercule]

@houseroad Seems CI is failed because of our recent changing of "if" Ops. Dont worry I will take a look.
Broken pr: onnx/onnx#1571

[houseroad]

depends on onnx/onnx#1643

[zrphercule]

Now we can merge once CI is passed.

[houseroad]

Deprecated, since another PR is created.