Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU #9307
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…5 NPU Change-Id: If1e1134b56639021036862e8ea65a8e9d33dceb7
…5 NPU - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py Change-Id: Ib554df6649b7313d4414187d5334ec5b03f35f33
- Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py - Replaced full linker script document with a link to the linker script on github Change-Id: Ic77648a4fc3dd76161d689774d21a3347a577b90
- Replace Makefile code with a link to Makefile on github - Replace header files with a link to header files on github - Update demo.c with changes introduced by Device API - Update tvmc command line arguments Change-Id: If6a254b368550c0f3effb8d1cb15f062279964e2
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…5 NPU (apache#9307) * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU Change-Id: If1e1134b56639021036862e8ea65a8e9d33dceb7 * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py Change-Id: Ib554df6649b7313d4414187d5334ec5b03f35f33 * [micronpu] Update and cleanup tutorials. - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py - Replaced full linker script document with a link to the linker script on github Change-Id: Ic77648a4fc3dd76161d689774d21a3347a577b90 * [micronpu] Update and cleanup tutorial - Replace Makefile code with a link to Makefile on github - Replace header files with a link to header files on github - Update demo.c with changes introduced by Device API - Update tvmc command line arguments Change-Id: If6a254b368550c0f3effb8d1cb15f062279964e2
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…5 NPU (apache#9307) * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU Change-Id: If1e1134b56639021036862e8ea65a8e9d33dceb7 * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py Change-Id: Ib554df6649b7313d4414187d5334ec5b03f35f33 * [micronpu] Update and cleanup tutorials. - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py - Replaced full linker script document with a link to the linker script on github Change-Id: Ic77648a4fc3dd76161d689774d21a3347a577b90 * [micronpu] Update and cleanup tutorial - Replace Makefile code with a link to Makefile on github - Replace header files with a link to header files on github - Update demo.c with changes introduced by Device API - Update tvmc command line arguments Change-Id: If6a254b368550c0f3effb8d1cb15f062279964e2
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…5 NPU (apache#9307) * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU Change-Id: If1e1134b56639021036862e8ea65a8e9d33dceb7 * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py Change-Id: Ib554df6649b7313d4414187d5334ec5b03f35f33 * [micronpu] Update and cleanup tutorials. - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py - Replaced full linker script document with a link to the linker script on github Change-Id: Ic77648a4fc3dd76161d689774d21a3347a577b90 * [micronpu] Update and cleanup tutorial - Replace Makefile code with a link to Makefile on github - Replace header files with a link to header files on github - Update demo.c with changes introduced by Device API - Update tvmc command line arguments Change-Id: If6a254b368550c0f3effb8d1cb15f062279964e2
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…5 NPU (apache#9307) * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU Change-Id: If1e1134b56639021036862e8ea65a8e9d33dceb7 * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py Change-Id: Ib554df6649b7313d4414187d5334ec5b03f35f33 * [micronpu] Update and cleanup tutorials. - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py - Replaced full linker script document with a link to the linker script on github Change-Id: Ic77648a4fc3dd76161d689774d21a3347a577b90 * [micronpu] Update and cleanup tutorial - Replace Makefile code with a link to Makefile on github - Replace header files with a link to header files on github - Update demo.c with changes introduced by Device API - Update tvmc command line arguments Change-Id: If6a254b368550c0f3effb8d1cb15f062279964e2
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…5 NPU (apache#9307) * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU Change-Id: If1e1134b56639021036862e8ea65a8e9d33dceb7 * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py Change-Id: Ib554df6649b7313d4414187d5334ec5b03f35f33 * [micronpu] Update and cleanup tutorials. - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py - Replaced full linker script document with a link to the linker script on github Change-Id: Ic77648a4fc3dd76161d689774d21a3347a577b90 * [micronpu] Update and cleanup tutorial - Replace Makefile code with a link to Makefile on github - Replace header files with a link to header files on github - Update demo.c with changes introduced by Device API - Update tvmc command line arguments Change-Id: If6a254b368550c0f3effb8d1cb15f062279964e2
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…5 NPU (apache#9307) * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU Change-Id: If1e1134b56639021036862e8ea65a8e9d33dceb7 * Tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py Change-Id: Ib554df6649b7313d4414187d5334ec5b03f35f33 * [micronpu] Update and cleanup tutorials. - Moved tutorials/micro/cortex_m_ethosu.py to gallery/how_to/work_with_microtvm/micro_ethosu.py - Replaced full linker script document with a link to the linker script on github Change-Id: Ic77648a4fc3dd76161d689774d21a3347a577b90 * [micronpu] Update and cleanup tutorial - Replace Makefile code with a link to Makefile on github - Replace header files with a link to header files on github - Update demo.c with changes introduced by Device API - Update tvmc command line arguments Change-Id: If6a254b368550c0f3effb8d1cb15f062279964e2
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This PR introduces a tutorial for running TVM on Arm(R) Cortex(R)-M55 CPU and Ethos(TM)-U55 NPU, using bare metal.
In order to run the application without having access to a Cortex(R)-M55 and Ethos(TM)-U55 development board, the sample application will be run on a Fixed Virtual Platform (FVP). The FVP based on Arm(R) Corstone(TM)-300 software, models a hardware system containing a Cortex(R)-M55 and Ethos(TM)-U55.
This tutorial compiles a MobileNet v1 model and instructs TVM to offload operators to the Ethos(TM)-U55 where possible.
@manupa-arm @Mousius @leandron @areusch