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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2022/02/28 17:38:39 UTC
[GitHub] [tvm] lhutton1 opened a new pull request #10411: [microNPU] Remove identity operations between non-compute operations
lhutton1 opened a new pull request #10411:
URL: https://github.com/apache/tvm/pull/10411
Builds upon the work in #10254 to remove identity operations sandwiched between two non compute operations (reshape/strided slice - concatenate is handled differently), under certain conditions. Specifically, an identity operation is not removed when the dimensionality between the two non-compute operations is reduced, due to non congruent values being accessed incorrectly. For example,
```
strided_slice(dims=4) -> identity -> reshape(dims=4)
```
becomes...
```
strided_slice -> reshape
```
but,
```
strided_slice(dims=4) -> identity -> reshape(dims=2)
```
becomes...
```
strided_slice -> reshape
```
Based upon work in #10254, so therefore contains the contents of that PR.
cc @ekalda @manupa-arm @mbaret @NicolaLancellotti @jacobbohlin @dchauhan-arm
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[GitHub] [tvm] manupa-arm merged pull request #10411: [microNPU] Remove identity operations between non-compute operations
Posted by GitBox <gi...@apache.org>.
manupa-arm merged pull request #10411:
URL: https://github.com/apache/tvm/pull/10411
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[GitHub] [tvm] manupa-arm commented on pull request #10411: [microNPU] Remove identity operations between non-compute operations
Posted by GitBox <gi...@apache.org>.
manupa-arm commented on pull request #10411:
URL: https://github.com/apache/tvm/pull/10411#issuecomment-1078720006
Thanks @lhutton1 !
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