Update readme.md

cpldcpu · web-flow · commit 670206942ef6 · 2024-04-30T17:57:09.000+02:00
diff --git a/readme.md b/readme.md
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-# BitNetMCU: Low-Bit Quantized Neural Networks on a low-end Microcontroller
+# BitNetMCU: High Accuracy Low-Bit Quantized Neural Networks on a low-end Microcontroller
 
 **BitNetMCU** is a project focused on the training and inference of low-bit quantized neural networks, specifically designed to run efficiently on low-end RISC-V microcontrollers like the CH32V003. Quantization aware training (QAT) and finetuning of model structure and inference code allowed *surpassing 99% Test accuracy on a 16x16 MNIST dataset without using multiplication instructions and in only 2kb of RAM and 16kb of Flash*.
 

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`1`		`-# BitNetMCU: Low-Bit Quantized Neural Networks on a low-end Microcontroller`
	`1`	`+# BitNetMCU: High Accuracy Low-Bit Quantized Neural Networks on a low-end Microcontroller`
`2`	`2`
`3`	`3`	`BitNetMCU is a project focused on the training and inference of low-bit quantized neural networks, specifically designed to run efficiently on low-end RISC-V microcontrollers like the CH32V003. Quantization aware training (QAT) and finetuning of model structure and inference code allowed surpassing 99% Test accuracy on a 16x16 MNIST dataset without using multiplication instructions and in only 2kb of RAM and 16kb of Flash.`
`4`	`4`