[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r750487733 ## File path: src/relay/backend/contrib/cmsisnn/tir_to_runtime.cc ## @@ -54,6 +54,162 @@ class CodeGenCMSISNN : public CodeGenC { } private: + /*

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r746614175 ## File path: tests/python/contrib/test_cmsisnn/test_extract_constants.py ## @@ -0,0 +1,175 @@ +# Licensed to the Apache Software Foundation (ASF) under

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r746607740 ## File path: src/relay/backend/contrib/cmsisnn/tir_to_runtime.cc ## @@ -54,6 +54,162 @@ class CodeGenCMSISNN : public CodeGenC { } private: + /*

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r743811104 ## File path: python/tvm/relay/op/contrib/cmsisnn.py ## @@ -52,37 +54,85 @@ def partition_for_cmsisnn(mod, params=None, **opts): transform.I

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r743811104 ## File path: python/tvm/relay/op/contrib/cmsisnn.py ## @@ -52,37 +54,85 @@ def partition_for_cmsisnn(mod, params=None, **opts): transform.I

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r743830843 ## File path: python/tvm/relay/op/contrib/cmsisnn.py ## @@ -52,37 +54,85 @@ def partition_for_cmsisnn(mod, params=None, **opts): transform.I

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r743820728 ## File path: python/tvm/relay/op/contrib/cmsisnn.py ## @@ -52,37 +54,85 @@ def partition_for_cmsisnn(mod, params=None, **opts): transform.I

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r743811104 ## File path: python/tvm/relay/op/contrib/cmsisnn.py ## @@ -52,37 +54,85 @@ def partition_for_cmsisnn(mod, params=None, **opts): transform.I

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r736338880 ## File path: src/relay/backend/contrib/cmsisnn/generate_constants.cc ## @@ -0,0 +1,230 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) und

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735832178 ## File path: src/relay/backend/contrib/cmsisnn/extract_constants.cc ## @@ -0,0 +1,158 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) unde

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735831612 ## File path: src/relay/backend/contrib/cmsisnn/generate_constants.cc ## @@ -0,0 +1,230 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) und

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735715740 ## File path: src/relay/backend/contrib/cmsisnn/generate_constants.cc ## @@ -0,0 +1,230 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) und

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735566437 ## File path: src/relay/backend/contrib/cmsisnn/generate_constants.cc ## @@ -0,0 +1,230 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) und

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735556089 ## File path: src/relay/backend/contrib/cmsisnn/generate_constants.cc ## @@ -0,0 +1,230 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) und

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735556419 ## File path: src/relay/backend/contrib/cmsisnn/generate_constants.cc ## @@ -0,0 +1,230 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) und

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r73477 ## File path: src/relay/backend/contrib/cmsisnn/generate_constants.cc ## @@ -0,0 +1,230 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) und

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ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735551325 ## File path: src/relay/backend/contrib/cmsisnn/extract_constants.cc ## @@ -0,0 +1,158 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) unde

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ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735526607 ## File path: src/relay/backend/contrib/cmsisnn/extract_constants.cc ## @@ -0,0 +1,158 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) unde

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735526607 ## File path: src/relay/backend/contrib/cmsisnn/extract_constants.cc ## @@ -0,0 +1,158 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) unde

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r735525918 ## File path: src/relay/backend/contrib/cmsisnn/extract_constants.cc ## @@ -0,0 +1,158 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) unde

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ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733863577 ## File path: src/relay/backend/contrib/cmsisnn/extract_constants.cc ## @@ -0,0 +1,158 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) unde

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[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

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[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

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ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r734656979 ## File path: src/relay/backend/contrib/cmsisnn/extract_constants.cc ## @@ -0,0 +1,158 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) unde

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r734653298 ## File path: python/tvm/relay/op/contrib/cmsisnn.py ## @@ -47,42 +47,93 @@ def partition_for_cmsisnn(mod, params=None, **opts): if params:

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733992868 ## File path: src/relay/backend/contrib/cmsisnn/relay_to_tir.cc ## @@ -43,23 +44,153 @@ class RelayToTIRVisitor : public MixedModeVisitor { inline Int

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733917252 ## File path: src/relay/backend/contrib/cmsisnn/relay_to_tir.cc ## @@ -43,23 +44,153 @@ class RelayToTIRVisitor : public MixedModeVisitor { inline Int

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733889168 ## File path: tests/python/contrib/test_cmsisnn/test_conv2d.py ## @@ -0,0 +1,303 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or m

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733887138 ## File path: tests/python/contrib/test_cmsisnn/test_conv2d.py ## @@ -0,0 +1,303 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or m

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733886390 ## File path: src/relay/backend/contrib/cmsisnn/tir_to_runtime.cc ## @@ -69,6 +225,10 @@ class CodeGenCMSISNN : public CodeGenC { ss << "}\n";

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733884454 ## File path: src/relay/backend/contrib/cmsisnn/tir_to_runtime.cc ## @@ -54,6 +54,162 @@ class CodeGenCMSISNN : public CodeGenC { } private: + /*

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733882837 ## File path: src/relay/backend/contrib/cmsisnn/tir_to_runtime.cc ## @@ -54,6 +54,162 @@ class CodeGenCMSISNN : public CodeGenC { } private: + /*

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733879032 ## File path: src/relay/backend/contrib/cmsisnn/relay_to_tir.cc ## @@ -223,19 +353,25 @@ class RelayToTIRVisitor : public MixedModeVisitor { auto

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733877110 ## File path: src/relay/backend/contrib/cmsisnn/relay_to_tir.cc ## @@ -43,23 +44,153 @@ class RelayToTIRVisitor : public MixedModeVisitor { inline Int

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733875751 ## File path: src/relay/backend/contrib/cmsisnn/relay_to_tir.cc ## @@ -43,23 +44,153 @@ class RelayToTIRVisitor : public MixedModeVisitor { inline Int

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733875657 ## File path: src/relay/backend/contrib/cmsisnn/relay_to_tir.cc ## @@ -43,23 +44,153 @@ class RelayToTIRVisitor : public MixedModeVisitor { inline Int

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733875506 ## File path: src/relay/backend/contrib/cmsisnn/relay_to_tir.cc ## @@ -43,23 +44,153 @@ class RelayToTIRVisitor : public MixedModeVisitor { inline Int

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733874882 ## File path: src/relay/backend/contrib/cmsisnn/relay_to_tir.cc ## @@ -43,23 +44,153 @@ class RelayToTIRVisitor : public MixedModeVisitor { inline Int

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733866044 ## File path: python/tvm/relay/op/contrib/cmsisnn.py ## @@ -47,42 +47,93 @@ def partition_for_cmsisnn(mod, params=None, **opts): if params:

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733864363 ## File path: tests/python/contrib/test_cmsisnn/test_conv2d.py ## @@ -0,0 +1,303 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or m

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733864218 ## File path: tests/python/contrib/test_cmsisnn/test_conv2d.py ## @@ -0,0 +1,303 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or m

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733863577 ## File path: src/relay/backend/contrib/cmsisnn/extract_constants.cc ## @@ -0,0 +1,158 @@ + +/* + * Licensed to the Apache Software Foundation (ASF) unde

[GitHub] [tvm] ashutosh-arm commented on a change in pull request #9331: [4/10] Code generation for Conv2D via CMSIS-NN

ashutosh-arm commented on a change in pull request #9331: URL: https://github.com/apache/tvm/pull/9331#discussion_r733863452 ## File path: python/tvm/relay/op/contrib/cmsisnn.py ## @@ -47,42 +47,93 @@ def partition_for_cmsisnn(mod, params=None, **opts): if params: