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Check out the documentation for more information.
ISA VGG8/CIFAR-10 device checkpoints
This package selects one validation-best VGG8 checkpoint for each of ReRAM, PCM, STT, and Flash. FeFET is not part of this checkpoint group.
| Device | Trial | Best epoch | Best validation accuracy |
|---|---|---|---|
| ReRAM | 2 | 190 | 87.50% |
| PCM | 12 | 177 | 92.03% |
| STT | 17 | 170 | 89.22% |
| Flash | 10 | 182 | 90.14% |
The four staged files are byte-identical to their selected source checkpoints.
SHA256SUMS records the verified hashes. The values above are validation
accuracies; a full-test metric will only be added after evaluation with the
canonical release runtime.
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