[I] [Bug][CMSIS-NN] Raise error when buffer sizes don't match [tvm]

["ashutosh-arm (via GitHub)" <gi...@apache.org>]

ashutosh-arm opened a new issue, #16300:
URL: https://github.com/apache/tvm/issues/16300

   ### Context
   Buffer sizes are generated at compile time while generating code for the CMSIS-NN backend. However, running this code requires CMSIS-NN sources at runtime. It is possible that the buffer sizes desired by runtime are different from the one produced at compilation time.
   
    
   ### Solution
   Emit functions in TIR2Runtime can be updated to introduce error checks around context buffer sizes. Buffer sizes obtained during codegen can be compared against the sizes obtained at runtime using CMSIS-NN buffer size APIs.
   https://github.com/apache/tvm/blob/main/src/relay/backend/contrib/cmsisnn/tir_to_runtime.cc
   
   ### Environment
   
   TVM 0.14.0
   
   ### Steps to reproduce
   Any of the tests from following tests can be used. https://github.com/apache/tvm/blob/506eff23b034cfd88dda44cf5040ab8b40683155/tests/python/contrib/test_cmsisnn/test_conv2d.py#L337
   


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Re: [I] [Bug][CMSIS-NN] Raise error when buffer sizes don't match [tvm]

["ashutosh-arm (via GitHub)" <gi...@apache.org>]

ashutosh-arm commented on issue #16300:
URL: https://github.com/apache/tvm/issues/16300#issuecomment-1872113674

   A related issue is
   https://github.com/apache/tvm/issues/16298 


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