[Tracker] All the issue related with ONNX model zoo models

[pdhirajkumarprasad]

We have enabled total 2219 unique models from ONNX library. This issue is to track all the issues seen in the models.

Passing Summary

TOTAL TESTS = 2219

Stage	# Passing	% of Total	% of Attempted
Setup	2217	99.9%	99.9%
IREE Compilation	2149	96.8%	96.9%
Gold Inference	2149	96.8%	100.0%
IREE Inference Invocation	2146	96.7%	99.9%
Inference Comparison (PASS)	2011	90.6%	93.7%

Fail Summary

TOTAL TESTS = 2219

Stage	# Failed at Stage	% of Total
Setup	2	0.1%
IREE Compilation	68	3.1%
Gold Inference	0	0.0%
IREE Inference Invocation	3	0.1%
Inference Comparison	135	6.1%

CPU

#	issue type	issue no	#model impacted	list of model	assignee	status
1	failed to legalize operation 'torch.operator' -> QLinearAdd / QLinearLeakyRelu / QLinearConcat / onnx.QLinearGlobalAveragePool	949	19	QLinearAdd		Importer - Torch MLIR - (Assigned)
2	failed to legalize operation 'torch.constant.float	908	6	Roi Align		Torch MLIR (In Progress)
3	failed to legalize operation 'onnx.Loop'	948	7	Loop		Torch MLIR - (In Progress)
4	Assertion `result && ""Zero-sized vectors are not allowed""' failed.\n'	913	3	If		Torch MLIR - (Unassigned)
5	expected offsets to be non-negative, but got -1	19935	2	Offsets		IREE - (Unassigned)
6	Incorrect imported IR	905	8	Incorrect IR		Torch MLIR - (Unassigned)
7	failed to legalize operation 'torch.operator' -> AvgPool	895	3	AvgPool		Torch MLIR (Review) - 3923
8	'tensor.cast' op operand type 'tensor<80x15130xf32>' and result type 'tensor<15130xf32>' are cast incompatible	891	2	NMS		Torch MLIR - Review 3999, IREE - Assigned19474
9	error: invalid size -9223372036854775808 for !torch.tensor type		3	Invalid
10	func.func' op exceeded stack allocation limit of 32768 bytes for function. Got 786432 bytes		2	Stack allocation limit
11	failed to legalize operation "onnx.CategoryMapper"	910	1	CategoryMapper
12	'hal.tensor.barrier' op failed to verify that all of {sources, results} have same type		1	Barrier		Resolves with onnx runtime shape infer
13	failed to legalize operation 'torch.operator' that was explicitly marked illegal onnx.If	930	1	Onnx.If		Importer issue
14	failed to legalize operation 'onnx.LSTM'	947	1	onnx.LSTM		Torch MLIR- (In Progress)
15	'linalg.generic' op write affecting operations on global resources are restricted to workgroup distributed contexts	20156	1	Conv		IREE - (Unassigned)

[pravg-amd]

Latest categorization of the errors is updated here

[pravg-amd]

Models failing at setup stage are disabled as part of the PR