[GitHub] [tvm] mehrdadh edited a comment on issue #9226: [Bug] Direct SIMD Conv2d Bug

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

mehrdadh edited a comment on issue #9226:
URL: https://github.com/apache/tvm/issues/9226#issuecomment-940226266


   @sergey-grovety thanks for working on it. I'm adding other instances that this happens.
   
   - from Visual Wake Word model:
   ```
   Check failed: (expr_equal(lhs, rhs)) is false: Failed to match the compute with TensorIntrin tensor_intrin's declaration 
   provided= reduce(combiner=comm_reducer(result=[(x + y)], lhs=[x], rhs=[y], identity_element=[0]), source=
   [(int32(a[(i*2), k])*int32(b[j, k]))], init=[], axis=[iter_var(k, range(min=0, ext=3))], where=(bool)1, value_index=0), intrin=  
   reduce(combiner=comm_reducer(result=[(x + y)], lhs=[x], rhs=[y], identity_element=[0]), source=[(int32(a[i, k])*int32(b[j, 
   k]))], init=[], axis=[iter_var(k, range(min=0, ext=3))], where=(bool)1, value_index=0), running this stage: stage(conv2d, 
   compute(conv2d, body=[reduce(combiner=comm_reducer(result=[(x + y)], lhs=[x], rhs=[y], identity_element=[0]), 
   source=[(int32(padded_data[nn, ((yy*2) + ry), ((xx*2) + rx), rc])*int32(placeholder[ry, rx, ff, rc]))], init=[], axis=[iter_var(ry, 
   range(min=0, ext=3)), iter_var(rx, range(min=0, ext=3)), iter_var(rc, range(min=0, ext=3))], where=(bool)1, 
   value_index=0)], axis=[iter_var(nn, range(min=0, ext=1)), iter_var(yy, range(min=0, ext=48)), iter_var(xx, range(min=0, 
   ext=48)), iter_var(ff, range(min=0, ext=8))], reduce_axis=[iter_var(ry, range(min=0, ext=3)), iter_var(rx, range(min=0, 
   ext=3)), iter_var(rc, range(min=0, ext=3))], tag=conv2d_nhwc, attrs={"workload": ["conv2d_direct_simd.arm_cpu", 
   ["TENSOR", [1, 96, 96, 3], "int16"], ["TENSOR", [3, 3, 8, 3], "int16"], [2, 2], [0, 0, 1, 1], [1, 1], "int32"]}))
   
   ```


-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: commits-unsubscribe@tvm.apache.org

For queries about this service, please contact Infrastructure at:
users@infra.apache.org