Adding Pipeline methods [WIP]#114
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Het-Shah
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Jun 10, 2021
| methods. | ||
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| :param: steps (list) list of KD_Lib.KD or KD_Lib.Pruning or KD_Lib.Quantization | ||
| :param: epochs (int) number of iterations through whole batch for each method in |
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We can remove this parameter right? Since each individual method will have epochs in its initialization
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Distillation specifies these parameters in train_student method instead of class constructor.
Het-Shah
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Jun 10, 2021
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| if hasattr(process, 'train_student'): | ||
| process.train_student(self.epochs, self.plot_losses, self.save_model, self.save_model_path) | ||
| elif hasattr(proces, 'prune'): | ||
| process.prune() | ||
| elif hasattr(process, 'quantize'): | ||
| process.quantize() | ||
| else: | ||
| raise TypeError("{} is not supported by the pipeline yet." |
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Save the final model after all the steps in the process
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Codecov Report
@@ Coverage Diff @@
## master #114 +/- ##
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- Coverage 55.83% 0.79% -55.05%
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Files 60 61 +1
Lines 2115 2012 -103
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- Hits 1181 16 -1165
- Misses 934 1996 +1062
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