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[6/10] Code generation for fully connected layer via CMSIS-NN - #9456
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asparkhi wants to merge 1 commit into
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[6/10] Code generation for fully connected layer via CMSIS-NN#9456asparkhi wants to merge 1 commit into
asparkhi wants to merge 1 commit into
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asparkhi
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MarisaKirisame, ZihengJiang, anijain2305, areusch, comaniac, icemelon, jroesch, junrushao, jwfromm, leandron, manupak, mbaret, mbrookhart, merrymercy, slyubomirsky, tqchen, trevor-m, vinx13, wweic, yzhliu and zhiics
as code ownersNovember 5, 2021 10:41
asparkhi
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Nov 5, 2021
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cc: @Mousius@manupa-arm@leandron@areusch for code reviews. |
Change-Id: I67f65e69dfa2c6d31c2ea928d92a827df80bc51a
manupak
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Dec 2, 2021
manupak
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Broadly looks good! Few stylistic comments!
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| scalar_args = tvm::runtime::Concat(scalar_args, cmsisnn_filter_shape); | ||
| scalar_args = tvm::runtime::Concat(scalar_args, bias_shape); | ||
| scalar_args = tvm::runtime::Concat(scalar_args, cmsisnn_output_shape); | ||
| call_ext_args = tvm::runtime::Concat(call_ext_args, scalar_args); |
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nit : Would it be possible to keep the definitions of sub-catergories that get concatenated closer to here ? So it is easy to follow ?
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I didn't get this. Which ones should be close together and are not?
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e.g.
Array<PrimExpr> cmsisnn_input_shape{input_shape[0], 1, 1, input_shape[1]};
scalar_args = tvm::runtime::Concat(scalar_args, cmsisnn_input_shape);
Array<PrimExpr> cmsisnn_filter_shape{in_channels, 1, 1, out_channels};
scalar_args = tvm::runtime::Concat(scalar_args, cmsisnn_filter_shape);
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Can't do because of a cross dependency in this case 😕
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Support for fully connected layer via CMSIS-NN.
Here is the tracking issue: #8646