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Functional Laplace Updated #192
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FunctionalLaplace CIFAR calibration experiment start
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Commits on Dec 20, 2022
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refactor so that refitting in log_marginal_likelihood for functional …
…laplace is not needed anymore
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inducing points CIFAR experiment
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transfer model from bnn-preds repo
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subset_of_weights=all experiment
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ensure that input is differentiable
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further optimize delta experiment
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Functional laplace gp calibration (aleximmer#1)
* gp calibration notebook * minor * inducing points CIFAR experiment * transfer model from bnn-preds repo * inducing points FMNIST CNN * gp calibration example * gp continue * subset_of_weights=all experiment * fixed prior precision * fixed prior precision * ensure that input is differentiable * further optimize delta experiment * run for larger delta * last-layer debug * inference speed-up * minor * einsum memory investigation * CV working * rebuild on Sigma_inv * clean * validate no_grad Co-authored-by: Metod Jazbec <metodjazbec@Metods-MacBook-Pro.local> Co-authored-by: Metod Jazbec <metodjazbec@wcw-staff-145-109-82-97.wireless.uva.nl> Co-authored-by: Metod Jazbec <metodjazbec@uvavpn-byodm-145-18-162-61.vpn.uva.nl> Co-authored-by: Metod Jazbec <metodjazbec@uvavpn-byodm-145-18-160-65.vpn.uva.nl> Co-authored-by: Metod Jazbec <metodjazbec@uvavpn-byodm-145-18-162-52.vpn.uva.nl> Co-authored-by: Metod Jazbec <metodjazbec@wcw-staff-145-109-84-166.wireless.uva.nl> Co-authored-by: Metod Jazbec <metodjazbec@wcw-staff-145-109-89-247.wireless.uva.nl>
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Merge branch 'functional-laplace-gp-calibration' into functional-laplace
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Functional laplace memory investigation (aleximmer#2)
* memory investigation start * add for loop over output dimensions * improve memory footprint * minor --------- Co-authored-by: Metod Jazbec <mjazbec@ivi-cn011.ivi.local>
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Functional laplace memory investigation (aleximmer#3)
* memory investigation start * add for loop over output dimensions * improve memory footprint * minor * fix tests --------- Co-authored-by: Metod Jazbec <mjazbec@ivi-cn011.ivi.local>
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