WorkTracker¶
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class
pyapprox.models.wrappers.WorkTracker[source]¶ Bases:
objectStore the cost needed to evaluate a function under different configurations, e.g. mesh resolution of a finite element model used to solve a PDE.
Methods Summary
__call__(config_samples)Read the cost of evaluating the functions with the ids given in a set of config_samples.
update(config_samples, costs)Update the cost of evaluating the functions with the ids given in a set of config_samples.
Methods Documentation
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__call__(config_samples)[source]¶ Read the cost of evaluating the functions with the ids given in a set of config_samples.
- Parameters
- config_samplesnp.ndarray (nconfig_vars,nsamples)
The configuration indices
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update(config_samples, costs)[source]¶ Update the cost of evaluating the functions with the ids given in a set of config_samples.
- Parameters
- config_samplesnp.ndarray (nconfig_vars,nsamples)
The configuration indices
- costsnp.ndarray (nsamples)
The costs of evaluating the function index by each index in
config_samples
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