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nowittynamesleft / merkle-tree-models

Using zero knowledge proofs to prove model history/evolution in a tree
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Prove model accuracy as well as merging #3

Closed nowittynamesleft closed 2 months ago

nowittynamesleft commented 3 months ago

Need to make a proof of inference on test set, then prove the accuracy on the test set as well, and verify these for each merged model

rteehas commented 3 months ago

Added python notebook for acc. proving but proof step hangs

nowittynamesleft commented 2 months ago

separated blocks of steps for proof and timed each step in c0b2955 . Step still hangs, but no real CPU usage during the proof step.

rteehas commented 2 months ago

Fixed prove step hanging by calibrating with real data (binary tensors instead of real-valued random tensors). Input tensor shape is important. Split data into chunks with fixed batch size before proving & verified each proof