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shangzhi-hong avatar shangzhi-hong commented on June 1, 2024

Also, the latest commit seems to cause the appveyor auto-build to fail, please have a look into that, thank you.

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rjbgoudie avatar rjbgoudie commented on June 1, 2024

Also, the latest commit seems to cause the appveyor auto-build to fail, please have a look into that, thank you.

This was a problem with R2MultiBUGS was fixed by MultiBUGS/R2MultiBUGS@cf928c4

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rjbgoudie avatar rjbgoudie commented on June 1, 2024

Any suggestions for monitoring complex models? As I can see the MultiBUGS is still a 32-bit program, providing warnings (for too many monitors set) would be nice, because losing all the results after a long run is very frustrating.

@helsinkiant has developed a way to solve this problem but it won't be ready for 1.0. For now the only suggestion is to thin more; or draw samples, then export the samples (to coda), then clear the monitors, then draw more samples etc.

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helsinkiant avatar helsinkiant commented on June 1, 2024

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shangzhi-hong avatar shangzhi-hong commented on June 1, 2024

Hello Rob one of the new things I have done in MultiBUGS v2 is to change how sample monitors are implemented. Now the sample values get written to a disc file. They are then read back into RAM one at a time when summary statistics are requested. This way memory usage is kept low and I have not noticed any speed problems. Can we retro fit the new code into older versions of the software?

That's a great news!

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shangzhi-hong avatar shangzhi-hong commented on June 1, 2024

helsinkiant has developed a way to solve this problem but it won't be ready for 1.0. For now the only suggestion is to thin more; or draw samples, then export the samples (to coda), then clear the monitors, then draw more samples etc.

Thank you for the advice.
I'll try larger values for the thin parameter to avoid such sampling errors.

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rjbgoudie avatar rjbgoudie commented on June 1, 2024

Hello Rob one of the new things I have done in MultiBUGS v2 is to change how sample monitors are implemented. Now the sample values get written to a disc file. They are then read back into RAM one at a time when summary statistics are requested. This way memory usage is kept low and I have not noticed any speed problems. Can we retro fit the new code into older versions of the software? Andrew

This disc based monitor system is implemented in v2.0 in the master branch, so closing. Thanks again for the report.

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