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Update README.md
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alugupta authored Jun 25, 2018
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Expand Up @@ -32,7 +32,7 @@ The MNIST and CiFAR datasets are made available through the Keras deep learning
### Quantization
To quantize models, run [`ares/experiments/quantize/run.sh`](./experiments/quantize/run.sh).

The [quantization transform](./dl-models/transform/quantize.py) emulates fixed-point datatypes for weights. Note that activations and arithmetic operations still have full-precision.
The [quantization transform](./dl_models/transform/quantize.py) emulates fixed-point datatypes for weights. Note that activations and arithmetic operations still have full-precision.

### Evaluation
After training and quantizing models, `ares/experiments/eval/eval.sh` can be used to evaluate the models on the validation and test sets.
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