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[CANN]Fix issue with negative dynamic tensor shape #25431
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    | Hi @snnn ,could you please review this PR in your free time,thanks! | 
              
                    fffrog
  
              
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                    Jul 17, 2025 
                  
              
              
            
            
              
                    snnn
  
              
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                    Jul 17, 2025 
                  
              
              
            
            
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  qti-yuduo 
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      Aug 8, 2025 
    
    
      
  
    
      
    
  
### Description <!-- Describe your changes. --> The error is: ``` ..2025-07-17 11:21:36.861835596 [E:onnxruntime:, sequential_executor.cc:572 ExecuteKernel] Non-zero status code returned while running main_graph_11957213504832792607_0 node. Name:'CANNExecutionProvider_main_graph_11957213504832792607_0_0' Status Message: ~/code/onnxruntime/onnxruntime/core/framework/op_kernel.cc:83 virtual OrtValue* onnxruntime::OpKernelContext::OutputMLValue(int, const onnxruntime::TensorShape&) status.IsOK() was false. tensor.cc:57 CalculateTensorStorageSize Tensor shape.Size() must be >= 0 [ONNXRuntimeError] : 1 : FAIL : Non-zero status code returned while running main_graph_11957213504832792607_0 node. Name:'CANNExecutionProvider_main_graph_11957213504832792607_0_0' Status Message: ~/code/onnxruntime/onnxruntime/core/framework/op_kernel.cc:83 virtual OrtValue* onnxruntime::OpKernelContext::OutputMLValue(int, const onnxruntime::TensorShape&) status.IsOK() was false. tensor.cc:57 CalculateTensorStorageSize Tensor shape.Size() must be >= 0 ```
    
  sanketkaleoss 
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      Aug 11, 2025 
    
    
      
  
    
      
    
  
### Description <!-- Describe your changes. --> The error is: ``` ..2025-07-17 11:21:36.861835596 [E:onnxruntime:, sequential_executor.cc:572 ExecuteKernel] Non-zero status code returned while running main_graph_11957213504832792607_0 node. Name:'CANNExecutionProvider_main_graph_11957213504832792607_0_0' Status Message: ~/code/onnxruntime/onnxruntime/core/framework/op_kernel.cc:83 virtual OrtValue* onnxruntime::OpKernelContext::OutputMLValue(int, const onnxruntime::TensorShape&) status.IsOK() was false. tensor.cc:57 CalculateTensorStorageSize Tensor shape.Size() must be >= 0 [ONNXRuntimeError] : 1 : FAIL : Non-zero status code returned while running main_graph_11957213504832792607_0 node. Name:'CANNExecutionProvider_main_graph_11957213504832792607_0_0' Status Message: ~/code/onnxruntime/onnxruntime/core/framework/op_kernel.cc:83 virtual OrtValue* onnxruntime::OpKernelContext::OutputMLValue(int, const onnxruntime::TensorShape&) status.IsOK() was false. tensor.cc:57 CalculateTensorStorageSize Tensor shape.Size() must be >= 0 ```
  
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Description
The error is: