[GitHub] [tvm] honghuichao commented on issue #13759: [Bug] a bug about onnx aten::index_put.

[GitBox <gi...@apache.org>]

honghuichao commented on issue #13759:
URL: https://github.com/apache/tvm/issues/13759#issuecomment-1379729882

   @masahi 
   ##this is test demo extract from my network. thanks.
   import torch 
   from pdb import set_trace as d
   import onnx
   from tvm import relay
   
   class TestIndexPut(torch.nn.Module): 
       def __init__(self):
           super(TestIndexPut, self).__init__()
    
       def forward(self,batch_src_corr_points,indices0,indices1,src_corr_points):
           batch_src_corr_points.index_put_([indices0, indices1], src_corr_points)
           return batch_src_corr_points
    
    
   model = TestIndexPut()
   
   dummy_batch_src_corr_points = torch.rand(136888, 3).float()
   
   dummy_indices0 = torch.rand(50168,3).long()
   
   dummy_indices1 = torch.rand(50168,3).long()
   
   dummy_src_corr_points = torch.rand(50168,3).float()
   
   
   dummy_output = model(dummy_batch_src_corr_points,dummy_indices0,dummy_indices1,dummy_src_corr_points) 
   
   input_names=["dummy_batch_src_corr_points","dummy_indices0","dummy_indices1","dummy_src_corr_points"]
   output_names=["batch_src_corr_points"]
   
   dynamic_axes  = {
   "dummy_batch_src_corr_points":{0:"bscp_shape0",1:"bscp_shape1"},
   "dummy_indices0":{0:"i0_shape0",1:"i0_shape1"},
   "dummy_indices1":{0:"i1_shape0",1:"i1_shape1"},
   "dummy_src_corr_points":{0:"o_shape0",1:"o_shape1"}
   }
   with torch.no_grad():
       torch.onnx.export(model.eval(), (dummy_batch_src_corr_points,dummy_indices0,dummy_indices1,dummy_src_corr_points), 'TestIndexPut.onnx',
       input_names = input_names,output_names=output_names,opset_version=11,dynamic_axes=dynamic_axes,operator_export_type=torch.onnx.OperatorExportTypes.ONNX_ATEN_FALLBACK) 
   
   m = onnx.load('TestIndexPut.onnx')
   relay.frontend.onnx.from_onnx(m)
   


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