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Update README.md
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quark0 authored Oct 1, 2018
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Expand Up @@ -24,19 +24,19 @@ The easist way to check whether your environment is compatible with ours is to e
```
cd cnn && python test.py --auxiliary --model_path cifar10_model.pt
```
Expected result: 2.63% test error rate with 3.349MB model params.
Expected result: 2.63% test error rate with 3.3M model params.

#### PTB model ([download](https://drive.google.com/file/d/1Mt_o6fZOlG-VDF3Q5ModgnAJ9W6f_av2/view?usp=sharing))
```
cd rnn && python test.py --model_path ptb_model.pt
```
Expected result: 55.68 test ppl with 22.960MB model params.
Expected result: 55.68 test ppl with 23M model params.

#### ImageNet model ([download](https://drive.google.com/file/d/1AKr6Y_PoYj7j0Upggyzc26W0RVdg4CVX/view?usp=sharing))
```
cd cnn && python test_imagenet.py --auxiliary --model_path imagenet_model.pt
```
Expected result: 26.7% top-1 acc and 8.7% top-5 acc with 4.719MB model params.
Expected result: 26.7% top-1 acc and 8.7% top-5 acc with 4.7M model params.

## Architecture search (using smaller proxy models)
To carry out architecture search using 2nd-order approximation, run
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