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[CMSIS-NN] Convert CMSIS-NN to use Target Hooks#9397

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manupak merged 3 commits intoapache:mainfrom
Mousius:cmsis-target-hooks
Nov 9, 2021
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[CMSIS-NN] Convert CMSIS-NN to use Target Hooks#9397
manupak merged 3 commits intoapache:mainfrom
Mousius:cmsis-target-hooks

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@Mousius Mousius commented Oct 29, 2021

This migrates CMSIS-NN to use Target Hooks instead of fully BYOC, which
means it will now go through any central passes the Driver API.

Found a few things whilst doing this:

  • Forgot to mutate PrimFunc arguments in LowerTE which meant functions weren't getting lowered passed the first function in test_networks
  • Target cmsis-nn needs to match external code generator cmsis-nn to connect the Target with the external code generator
  • Partition Graph needed to sanitise compiler names to generate them properly in C

@Mousius
[CMSIS-NN] Convert CMSIS-NN to use Target Hooks
0316e87 
This migrates CMSIS-NN to use Target Hooks instead of fully BYOC, which
means it will now go through any central passes the Driver API.

Found a few things whilst doing this:
* Forgot to mutate PrimFunc arguments in LowerTE which meant functions weren't getting lowered passed the first function in test_networks
* Target `cmsis-nn` needs to match external code generator `cmsis-nn` to connect the Target with the external code generator
* Partition Graph needed to sanitise compiler names to generate them properly in C
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Mousius commented Oct 29, 2021

CC @ashutosh-arm @manupa-arm

@Mousius Mousius requested a review from leandron as a code owner October 29, 2021 10:25
asparkhi
asparkhi reviewed Nov 1, 2021
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Thanks @Mousius. LGTM. Minor comments in there.

Comment thread src/relay/backend/contrib/cmsisnn/relay_to_tir.cc
namespace cmsisnn {

class RelayToTIRVisitor : public MixedModeVisitor {
class RelayToTIRVisitor : public MixedModeMutator {
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Should it be renamed RelayToTIRVisitor --> RelayToTIRMutator?

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@Mousius Mousius Nov 8, 2021

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I'll move this to a follow up 😸

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Sorry, I didn't mean it as a blocking comment. A follow up is fine, should've marked as nit.

Comment thread src/relay/backend/contrib/cmsisnn/tir_to_runtime.cc
namespace cmsisnn {

class CodeGenCMSISNN : public CodeGenC {
class CodeGenCMSISNN : public codegen::CodeGenCHost {
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Its great that its working with CodeGenCHost now. Just looks tiny bit odd that we are generating target code by deriving from Host codegen. But I also want to say that I don't have any real problem if it works.

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@Mousius Mousius Nov 1, 2021

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In other Targets they get PrimFunc's which are essentially:

{ [Host Module] -> [Device Lib Module] } -> [Device]

So conceptually it makes sense to do:

{ [Host Module] } -> [Lib]

For CMSIS-NN and other library targets, as TVM is hosting the library - I think, would be interested in @manupa-arm's view here.

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This seems fine to me.

@asparkhi asparkhi mentioned this pull request Nov 1, 2021
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@Mousius Mousius mentioned this pull request Nov 5, 2021
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manupak
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LGTM modulo the existing comments.

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Mousius commented Nov 8, 2021

@ashutosh-arm could you take a look and explicitly approve if it's ok to move the name change to a follow up 😸

@manupak manupak merged commit b86aedd into apache:main Nov 9, 2021
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manupak commented Nov 9, 2021

Thanks @Mousius @ashutosh-arm !

@Mousius Mousius deleted the cmsis-target-hooks branch November 9, 2021 12:47
AndrewZhaoLuo added a commit to AndrewZhaoLuo/tvm that referenced this pull request Nov 12, 2021
@AndrewZhaoLuo
Merge branch 'main' into aluo/qnn/conv2d-transpose-fq2i
da7a16b 
* main: (119 commits)
  [Topi][Op][PyTorch][Vitas] Fix inconsistent kernel layout conventions for conv2d_transpose (apache#9336)
  Fix repository URL in ubuntu_install_rocm.sh (apache#9425)
  Add LLVM-13 installation to Docker setup (apache#9498)
  [Relay] Use target_host determined at Relay level instead of recalculating it (apache#9499)
  Arm(R) Ethos(TM)-U NPU BinaryElementwise operators support (apache#9442)
  [COMMUNITY] Junru's and Wuwei's PGP key for ASF release (apache#9488)
  Add default for split op (apache#9489)
  [HOTFIX][TARGET] Change LOG in compilation config to DLOG (apache#9486)
  Fixed some warnings about lambda's closures that are bigger than necessary (apache#9481)
  [Support] Add libinfo into the runtime build (apache#9310)
  Change Call with TIRCallAttrs to call_lowered op (apache#9312)
  [ETHOSN] Streamline Ethos(TM)-N cross-compile rpc usage (apache#9477)
  [CMSIS-NN] Assert correct amount of CMSIS-NN artifacts in MLF (apache#9480)
  [MicroTVM][PyTest] Explicitly skip MicroTVM unittests. (apache#9335)
  [microNPU] Replace ICHECK with diagnostic context in type inference (apache#9470)
  Better host handling in CompilationConfig & debug printing (apache#9460)
  [AOT][Tests] Use pre-built libraries in Reference System tests (apache#9271)
  [TIR] Add type hint for TIR  (apache#9432)
  [TVMC] Add test for quantized pytorch model (apache#9467)
  [CMSIS-NN] Convert CMSIS-NN to use Target Hooks (apache#9397)
  ...
mehrdadh pushed a commit to mehrdadh/tvm that referenced this pull request Dec 1, 2021
@Mousius @mehrdadh
[CMSIS-NN] Convert CMSIS-NN to use Target Hooks (apache#9397)
692ecc7 
* [CMSIS-NN] Convert CMSIS-NN to use Target Hooks

This migrates CMSIS-NN to use Target Hooks instead of fully BYOC, which
means it will now go through any central passes the Driver API.

* Mutated PrimFunc arguments in LowerTE so all functions are correctly lowered
* Made Target `cmsis-nn` to match external code generator `cmsis-nn` to connect the Target with the external code generator
* Modified Partition Graph to sanitise compiler names to generate them properly in C
* Port tvmc fixes for hybrid targets
* Update NPU tests with new sanitisation
mehrdadh pushed a commit to mehrdadh/tvm that referenced this pull request Dec 1, 2021
@Mousius @mehrdadh
[CMSIS-NN] Convert CMSIS-NN to use Target Hooks (apache#9397)
6b62ab4 
* [CMSIS-NN] Convert CMSIS-NN to use Target Hooks

This migrates CMSIS-NN to use Target Hooks instead of fully BYOC, which
means it will now go through any central passes the Driver API.

* Mutated PrimFunc arguments in LowerTE so all functions are correctly lowered
* Made Target `cmsis-nn` to match external code generator `cmsis-nn` to connect the Target with the external code generator
* Modified Partition Graph to sanitise compiler names to generate them properly in C
* Port tvmc fixes for hybrid targets
* Update NPU tests with new sanitisation
ylc pushed a commit to ylc/tvm that referenced this pull request Jan 7, 2022
@Mousius @ylc
[CMSIS-NN] Convert CMSIS-NN to use Target Hooks (apache#9397)
2c55934 
* [CMSIS-NN] Convert CMSIS-NN to use Target Hooks

This migrates CMSIS-NN to use Target Hooks instead of fully BYOC, which
means it will now go through any central passes the Driver API.

* Mutated PrimFunc arguments in LowerTE so all functions are correctly lowered
* Made Target `cmsis-nn` to match external code generator `cmsis-nn` to connect the Target with the external code generator
* Modified Partition Graph to sanitise compiler names to generate them properly in C
* Port tvmc fixes for hybrid targets
* Update NPU tests with new sanitisation
yangulei pushed a commit to yangulei/tvm that referenced this pull request Jan 11, 2022
@Mousius @yangulei
[CMSIS-NN] Convert CMSIS-NN to use Target Hooks (apache#9397)
bbc8309 
* [CMSIS-NN] Convert CMSIS-NN to use Target Hooks

This migrates CMSIS-NN to use Target Hooks instead of fully BYOC, which
means it will now go through any central passes the Driver API.

* Mutated PrimFunc arguments in LowerTE so all functions are correctly lowered
* Made Target `cmsis-nn` to match external code generator `cmsis-nn` to connect the Target with the external code generator
* Modified Partition Graph to sanitise compiler names to generate them properly in C
* Port tvmc fixes for hybrid targets
* Update NPU tests with new sanitisation
ylc pushed a commit to ylc/tvm that referenced this pull request Jan 13, 2022
@Mousius @ylc
[CMSIS-NN] Convert CMSIS-NN to use Target Hooks (apache#9397)
198602b 
* [CMSIS-NN] Convert CMSIS-NN to use Target Hooks

This migrates CMSIS-NN to use Target Hooks instead of fully BYOC, which
means it will now go through any central passes the Driver API.

* Mutated PrimFunc arguments in LowerTE so all functions are correctly lowered
* Made Target `cmsis-nn` to match external code generator `cmsis-nn` to connect the Target with the external code generator
* Modified Partition Graph to sanitise compiler names to generate them properly in C
* Port tvmc fixes for hybrid targets
* Update NPU tests with new sanitisation
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@Mousius @manupak @asparkhi