Engineers typically run NAS on smaller proxy datasets and transfer their learned CNN architectures to the target task. This generalization method reduces the model's accuracy, however. Moreover, the same outputted architecture also is applied to all hardware platforms, which leads to efficiency issues.
REFERENCES
1. Abelson. H.. and disessa, A.A. Turtle Geomelry: The Computer as a
Medium for Exploring Mathematics. MIT Press, Cambridge, Mass.,
1981.
2. Bolt, R.A. Spatial data-management. Rep., Dept. of Architecture.
MIT. Cambridge. Mass.. 1979.
3. diSessa. A.A. A principled design for an integrated computational
environment. Hum.-Compui. Interaction I, 1 (1985). l-47.
4. disessa. A.A. Notes on the future of programming: Breaking the
utility barrier. In User-Centered Systems Design, D. Norman and
S. Draper. Eds. Lawrence Erlbaum. Hillsdale, N.J., 1986.
5. Goldberg. A.. and Robson. D. Smalltalk-80: The Language and Its Implementafion. Addison-Wesley. Reading. Mass., 1983.
6. Papert, S. Mindstorms:
Acknowledgments. We gratefully acknowledge the
efforts of all those members of the Boxer Groups at
MIT and Berkeley who have helped to make Boxer
(almost) a reality. Special thanks to Michael
Eisenberg, Gregor Kiczales, Leigh Klotz, Ed Lay,
and Jeremy Roschelle.
1. Abelson. H.. and disessa, A.A. Turtle Geomelry: The Computer as a
Medium for Exploring Mathematics. MIT Press, Cambridge, Mass.,
1981.
2. Bolt, R.A. Spatial data-management. Rep., Dept. of Architecture.
MIT. Cambridge. Mass.. 1979.
3. diSessa. A.A. A principled design for an integrated computational
environment. Hum.-Compui. Interaction I, 1 (1985). l-47.
4. disessa. A.A. Notes on the future of programming: Breaking the
utility barrier. In User-Centered Systems Design, D. Norman and
S. Draper. Eds. Lawrence Erlbaum. Hillsdale, N.J., 1986.
5. Goldberg. A.. and Robson. D. Smalltalk-80: The Language and Its Implementafion. Addison-Wesley. Reading. Mass., 1983.
6. Papert, S. Mindstorms:
Acknowledgments. We gratefully acknowledge the
efforts of all those members of the Boxer Groups at
MIT and Berkeley who have helped to make Boxer
(almost) a reality. Special thanks to Michael
Eisenberg, Gregor Kiczales, Leigh Klotz, Ed Lay,
and Jeremy Roschelle.
Leigh Klotz SB Thesis
