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[Good First Issue] [ARM]: Implement CPU plugin just-in-time emitter for LogicalAnd operation #27503
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category: CPU
OpenVINO CPU plugin
good first issue
Good for newcomers
platform: arm
OpenVINO on ARM / ARM64
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a-sidorova
added
good first issue
Good for newcomers
category: CPU
OpenVINO CPU plugin
platform: arm
OpenVINO on ARM / ARM64
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Nov 11, 2024
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nashez
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Nov 23, 2024
* Added a jit_logical_and_emitter derived class in aarch64/jit_eltwise_emitters * Created entry Algorithm::EltwiseLogicalAnd in the get_supported_precisions in nodes/kernels/aarch64 * Add the EltwiseLogicalAnd entry in the aarch64 executors supported algorithms Closes: openvinotoolkit#27503 Signed-off-by: Nashez Zubair <[email protected]>
nashez
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Nov 23, 2024
* Added a jit_logical_and_emitter derived class in aarch64/jit_eltwise_emitters * Created entry Algorithm::EltwiseLogicalAnd in the get_supported_precisions in nodes/kernels/aarch64 * Add the EltwiseLogicalAnd entry in the aarch64 executors supported algorithms Closes: openvinotoolkit#27503 Signed-off-by: Nashez Zubair <[email protected]>
nashez
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Nov 24, 2024
* Added a jit_logical_and_emitter derived class in aarch64/jit_eltwise_emitters * Created entry Algorithm::EltwiseLogicalAnd in the get_supported_precisions in nodes/kernels/aarch64 * Add the EltwiseLogicalAnd entry in the aarch64 executors supported algorithms Closes: openvinotoolkit#27503 Signed-off-by: Nashez Zubair <[email protected]>
nashez
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Nov 26, 2024
* Added a jit_logical_and_emitter derived class in aarch64/jit_eltwise_emitters * Created entry Algorithm::EltwiseLogicalAnd in the get_supported_precisions in nodes/kernels/aarch64 * Add the EltwiseLogicalAnd entry in the aarch64 executors supported algorithms Closes: openvinotoolkit#27503 Signed-off-by: Nashez Zubair <[email protected]>
github-merge-queue bot
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Nov 26, 2024
### Details: * Added a jit_logical_and_emitter derived class in aarch64/jit_eltwise_emitters * Created entry Algorithm::EltwiseLogicalAnd in the get_supported_precisions in nodes/kernels/aarch64 * Add the EltwiseLogicalAnd entry in the aarch64 executors supported algorithms ### Tickets: Closes: #27503 Signed-off-by: Nashez Zubair <[email protected]>
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Labels
category: CPU
OpenVINO CPU plugin
good first issue
Good for newcomers
platform: arm
OpenVINO on ARM / ARM64
Context
JIT Emitters are part of code generation feature (a.k.a. tensor compiler) that automatically produces highly-efficient optimized fused subgraph binary code. Each emitter implements specific operation from low level OpenVINO dialect.
Prerequisites
Recommended to use ARM CPU based platform for development (e.g. Mac, Raspberry Pi etc). Emulators (e.g. QEMU) is still an option, but not that convenient, especially for final performance evaluation.
What needs to be done?
fp32
LogicalAnd operation JIT emitter for ARM64 SIMD platform. Use OpenVINO CPU plugin JIT emitters documentation and Arm A-profile A64 Instruction Set Architecture documentation for details.Before emitter implementation, please, modify tests to be sure that developed functionality is covered by test:
jit
kernel check in logical test, the test must fail.Tests
Tests are disabled in default build, so ensure to add
-DENABLE_TESTS=ON
into cmake command.GoogleTest is used for testing. CPU functional test target is ov_cpu_func_tests. You can use
GoogleTest
filter:./bin/[platform]/[build_type]/ov_cpu_func_tests --gtest_filter="*smoke*Logical*LogicalAnd*"
Example Pull Requests
Resources
Contact points
@a-sidorova, @dmitry-gorokhov
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