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TVM-GSPC: Optimizing Grouped Convolutions on Edge Devices

UPDATE an improved version of the GSPC implementation is now merged into the main TVM tree. This is the prefered version to use.

Modified TVM codebase to add support for Grouped Spatial Pack Convolution (GSPC).

Testing in a Debian 10 GNU/Linux Bash environment.

To run a TVM workload using GSPC on x86 and ARM platforms, set the environment variable TVM_USE_GSPC to true. For remote devices, this codebase, or master TVM commit 95e06b3ec9 are known to work.

For installation details see the TVM documentation.

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© Contributors Licensed under an Apache-2.0 license.

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