NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11...

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Transcript of NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11...

Page 1: NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11 e-22 1.27440025e-20 4.994987e-20 2.7637356e-1 6 1.763557e-1 8 Cognizant Softvision
Page 2: NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11 e-22 1.27440025e-20 4.994987e-20 2.7637356e-1 6 1.763557e-1 8 Cognizant Softvision
Page 3: NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11 e-22 1.27440025e-20 4.994987e-20 2.7637356e-1 6 1.763557e-1 8 Cognizant Softvision
Page 4: NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11 e-22 1.27440025e-20 4.994987e-20 2.7637356e-1 6 1.763557e-1 8 Cognizant Softvision
Page 5: NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11 e-22 1.27440025e-20 4.994987e-20 2.7637356e-1 6 1.763557e-1 8 Cognizant Softvision
Page 6: NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11 e-22 1.27440025e-20 4.994987e-20 2.7637356e-1 6 1.763557e-1 8 Cognizant Softvision
Page 7: NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11 e-22 1.27440025e-20 4.994987e-20 2.7637356e-1 6 1.763557e-1 8 Cognizant Softvision
Page 8: NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11 e-22 1.27440025e-20 4.994987e-20 2.7637356e-1 6 1.763557e-1 8 Cognizant Softvision
Page 9: NDR – The Artificial Intelligence Conference6.0382884e-21 8.51 5644e-20 .4040087e-1 1.11 54396e-11 e-22 1.27440025e-20 4.994987e-20 2.7637356e-1 6 1.763557e-1 8 Cognizant Softvision
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Find out more

Caruana et al - Model Compression

Hinton et al - Distilling the knowledge in a Neural Network

Awesome repo with papers on KD here

Frameworks:

• Learn2compress <-> TensorFlow• Nervana Systems Distiller <-> PyTorch

https://www.cs.cornell.edu/~caruana/compression.kdd06.pdf
https://arxiv.org/abs/1503.02531
https://github.com/dkozlov/awesome-knowledge-distillation
https://ai.googleblog.com/2018/05/custom-on-device-ml-models.html
https://github.com/NervanaSystems/distiller

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