VTA Tutorials¶

This page contains tutorials about VTA and how to use TVM/Relay to target VTA.

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Simple Matrix Multiply¶

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Get Started with VTA¶

Compile Deep Learning Models¶

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Deploy Pretrained Vision Model from MxNet on VTA¶

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Deploy Pretrained Vision Detection Model from Darknet on VTA¶

Optimize Tensor Operators¶

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2D Convolution Optimization¶

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Matrix Multiply Blocking¶

Auto tuning¶

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Auto-tuning a ALU fused op on VTA¶

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Auto-tuning a convolutional network on VTA¶

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