TristonC edited a comment on issue #20471:
URL: 
https://github.com/apache/incubator-mxnet/issues/20471#issuecomment-887903332


   With your sym3 example, here is what I got with MXNet 1.9 on Linux. Not sure 
if this issue only occurs on Windows. Did you @matteosal  try it on Linux?    
   ```
   Input1 + Input2 gradient, CPU (OK):
   {'.Inputs.Input1': 'write', '.Inputs.Input2': 'write', '.Inputs.Input3': 
'null'}
   [23:37:54] ../src/storage/storage.cc:199: Using Pooled (Naive) 
StorageManager for CPU
   
   [[[-3. -2. -3. -3.]
     [ 0. -3. -1. -3.]]]
   <NDArray 1x2x4 @cpu(0)>
   
   
   Input1 + Input2 gradient, GPU (OK):
   {'.Inputs.Input1': 'write', '.Inputs.Input2': 'write', '.Inputs.Input3': 
'null'}
   [23:38:01] ../src/storage/storage.cc:199: Using Pooled (Naive) 
StorageManager for GPU
   
   [[[-3. -2. -3. -3.]
     [ 0. -3. -1. -3.]]]
   <NDArray 1x2x4 @gpu(0)>
   
   
   Input2 gradient only, CPU (OK):
   {'.Inputs.Input1': 'null', '.Inputs.Input2': 'write', '.Inputs.Input3': 
'null'}
   
   [[[-3. -2. -3. -3.]
     [ 0. -3. -1. -3.]]]
   <NDArray 1x2x4 @cpu(0)>
   
   
   Input2 gradient only, GPU (WRONG):
   {'.Inputs.Input1': 'null', '.Inputs.Input2': 'write', '.Inputs.Input3': 
'null'}
   
   [[[-3. -2. -3. -3.]
     [ 0. -3. -1. -3.]]]
   <NDArray 1x2x4 @gpu(0)>


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