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Fix (examples/super_res): updating README (#828)
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i-colbert authored Feb 8, 2024
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# Integer-Quantized Super Resolution Experiments with Brevitas

This directory contains scripts demonstrating how to train integer-quantized super resolution models using Brevitas.
Code is also provided to demonstrate accumulator-aware quantization (A2Q) as proposed in our ICCV 2023 paper "[A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance](https://arxiv.org/abs/2308.13504)".
Code is also provided to demonstrate accumulator-aware quantization (A2Q) as proposed in our ICCV 2023 paper "[A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance](https://arxiv.org/abs/2308.13504)", as well as A2Q+ as proposed in our paper "[A2Q+: Improving Accumulator-Aware Weight Quantization](https://arxiv.org/abs/2401.10432)", where we introduce and motivate the zero-centered weight quantizer (i.e., `AccumulatorAwareZeroCenterWeightQuant`)

## Experiments

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