[Fix] budget allocation to enable runtime/epoch as budget

[franchuterivera]

addresses #177 and #266

[codecov]

Codecov Report

Merging #271 (79ce0df) into development (76bdde7) will decrease coverage by 0.01%.
The diff coverage is 41.66%.

@@               Coverage Diff               @@
##           development     #271      +/-   ##
===============================================
- Coverage        81.66%   81.65%   -0.02%     
===============================================
  Files              151      151              
  Lines             8646     8652       +6     
  Branches          1328     1329       +1     
===============================================
+ Hits              7061     7065       +4     
- Misses            1108     1112       +4     
+ Partials           477      475       -2     

Impacted Files	Coverage Δ
autoPyTorch/api/tabular_classification.py	87.50% <ø> (ø)
autoPyTorch/api/tabular_regression.py	96.87% <ø> (ø)
autoPyTorch/evaluation/tae.py	66.96% <0.00%> (-0.62%)	⬇️
autoPyTorch/evaluation/abstract_evaluator.py	74.78% <20.00%> (-1.12%)	⬇️
autoPyTorch/api/base_task.py	84.61% <50.00%> (-0.04%)	⬇️
autoPyTorch/optimizer/smbo.py	83.19% <100.00%> (+3.36%)	⬆️
...h/pipeline/components/training/trainer/__init__.py	71.89% <100.00%> (+1.08%)	⬆️
...mponents/setup/network_head/fully_convolutional.py	94.00% <0.00%> (-4.00%)	⬇️
...essing/feature_preprocessing/PolynomialFeatures.py	96.42% <0.00%> (-3.58%)	⬇️
...essing/feature_preprocessing/RandomKitchenSinks.py	91.17% <0.00%> (-2.95%)	⬇️
... and 8 more

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[nabenabe0928]

Thanks for the PR