[torchlib] Fix and improve quantization support #7581
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All 9 runs failed: test_tensor_proto_tensor_bfloat16 (onnxscript.ir.serde_test.TensorProtoTensorTest):
onnxscript.ir.serde_test.TensorProtoTensorTest#L0
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