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Razcle avatar Razcle commented on August 11, 2024

Here's a traceplot for 10000 samples of the 750 network parameters after 60000 training iterations. As you can see, the acceptance rate is critically low (around 0.002).

net_trajectory

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jiamings avatar jiamings commented on August 11, 2024

See the lines here for the bootstrap code: L142-L150.

I think you can use HMC directly by changing it with a HMC sampler.

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jiamings avatar jiamings commented on August 11, 2024

Would be awesome if you implement it and create a PR.

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Razcle avatar Razcle commented on August 11, 2024

Great thanks. It ICML next week but will try to make a start and submit something soon.

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Razcle avatar Razcle commented on August 11, 2024

Change has now been merged.

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