[TOOL][NATIVE] Android native application for deploy and run #13791
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This application helps as a reference for verifying and integration of TVM compiled models on Android targets natively independent of RPC setup. tvmc will be used to for compiling tuning and to run it before deployment. This PR also covers * Enabling clml for tvmc compilation tool. * Graph runtime api "get_output_info" to return output tensor specification similar to "get_input_into" * This tool adds and enabled 3rdparty dependency "cnpy" to deal with npz files.
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junrushao
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Jan 16, 2023
echuraev
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Jan 17, 2023
Co-authored-by: Egor Churaev <egor.churaev@gmail.com>
Co-authored-by: Egor Churaev <egor.churaev@gmail.com>
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One minor note: submodule inclusion would need to include license info, specifically,
Please send a followup PR :) |
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…13791) * [TOOL][NATIVE] Android native appliction for deploy and run This application helps as a reference for verifying and integration of TVM compiled models on Android targets natively independent of RPC setup. tvmc will be used to for compiling tuning and to run it before deployment. This PR also covers * Enabling clml for tvmc compilation tool. * Graph runtime api "get_output_info" to return output tensor specification similar to "get_input_into" * This tool adds and enabled 3rdparty dependency "cnpy" to deal with npz files. * Update apps/cpp_rtvm/README.md Co-authored-by: Egor Churaev <egor.churaev@gmail.com> * Update apps/cpp_rtvm/README.md Co-authored-by: Egor Churaev <egor.churaev@gmail.com> * * review comments. * * proof reading * Update apps/cpp_rtvm/README.md Co-authored-by: Egor Churaev <egor.churaev@gmail.com> * * review Co-authored-by: Egor Churaev <egor.churaev@gmail.com>
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This application helps as a reference for verifying and integration of TVM compiled models on Android targets natively independent of RPC setup.
tvmc will be used to for compiling tuning and to test run it before deployment.
This PR also covers