[Apache TVM Discuss] [Questions] Program suspend

[Yiguan Liao via Apache TVM Discuss <no...@discuss.tvm.ai>]

When I build the onnx model, I performed the following optimizations:
    with tvm.transform.PassContext(opt_level=3):
               lib = relay.build_module.build(mod, target=target, params=params)

But after the program is executed to a certain position, there is no output change in the terminal.
---------------------------------------------------------------------------------------------------------------------------------
[17:01:20] /home/guanyiliao/tvm/src/ir/transform.cc:412: Executing module pass : InferType with opt level: 0
[17:01:20] /home/guanyiliao/tvm/src/relay/transforms/type_infer.cc:818: tvm::relay::transform::InferType
[17:01:20] /home/guanyiliao/tvm/src/ir/transform.cc:412: Executing module pass : RemoveUnusedFunctions with opt level: 1
[17:01:20] /home/guanyiliao/tvm/src/ir/transform.cc:412: Executing module pass : ToBasicBlockNormalForm with opt level: 1
---------------------------------------------------------------------------------------------------------------------------------
But before that, I used some simple models (resnet50) and 224x224 input size is no problem。

Now I tried to build an other complex model. At this time, the input became a 1080x1920 RGB image, and then I couldn’t continue to execute it.So this problem is related to the model and the size of the input?

Is this thread-related? I see that the source code seems to use only single thread. Can someone help me？





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