diff --git a/Experiments/configurations/eiv_california.json b/Experiments/configurations/eiv_california.json index 4786d5b03d3445dda8a567d74e4f1427390bed2a..6cfa57f9f95c63dd347629d0acf4df37b96b180f 100644 --- a/Experiments/configurations/eiv_california.json +++ b/Experiments/configurations/eiv_california.json @@ -9,7 +9,7 @@ "report_point": 5, "p": 0.1, "lr_update": 20, - "std_y_update_points": 10, + "std_y_update_points": [10,5], "eiv_prediction_number_of_draws": 100, "eiv_prediction_number_of_batches": 10, "init_std_y_list": [0.5], diff --git a/Experiments/configurations/noneiv_california.json b/Experiments/configurations/noneiv_california.json index 7c8f4683aaf7bd6411bb6eaf336c85b39dbe8a15..e0729764699ba987d4a8e8b4e344601303c16f3b 100644 --- a/Experiments/configurations/noneiv_california.json +++ b/Experiments/configurations/noneiv_california.json @@ -9,7 +9,7 @@ "report_point": 5, "p": 0.1, "lr_update": 20, - "std_y_update_points": 0 , + "std_y_update_points": [10,5] , "noneiv_prediction_number_of_draws": 100, "noneiv_prediction_number_of_batches": 10, "init_std_y_list": [0.5], diff --git a/Experiments/configurations/noneiv_yacht.json b/Experiments/configurations/noneiv_yacht.json index 1a899215fb9e1a69b036243805ccbec977d2dc7c..ae373b4a120ee252f0737adf940c9b352e48dcc6 100644 --- a/Experiments/configurations/noneiv_yacht.json +++ b/Experiments/configurations/noneiv_yacht.json @@ -9,7 +9,7 @@ "report_point": 5, "p": 0.2, "lr_update": 200, - "std_y_update_points": 20, + "std_y_update_points": [20,20], "noneiv_prediction_number_of_draws": 100, "noneiv_prediction_number_of_batches": 10, "init_std_y_list": [0.5], diff --git a/Experiments/train_eiv.py b/Experiments/train_eiv.py index bb7c900e20b0e749391eb5b0587238bbade34007..2ab2dce7f0664e2ed7c258ceca16531a3c8faff0 100644 --- a/Experiments/train_eiv.py +++ b/Experiments/train_eiv.py @@ -136,7 +136,6 @@ class UpdatedTrainEpoch(train_and_store.TrainEpoch): rmse_chain.append(rmse) writer.add_scalar('RMSE', rmse, self.total_count) writer.add_scalar('std_y', self.last_std_y, self.total_count) - writer.add_scalar('RMSE:std_y', rmse/self.last_std_y, self.total_count) writer.add_scalar('train loss', self.last_train_loss, self.total_count) writer.add_scalar('test loss', self.last_test_loss, self.total_count) print(f'RMSE {rmse:.3f}') diff --git a/Experiments/train_noneiv.py b/Experiments/train_noneiv.py index 8b89296b38ce140bf95a338d266bc1075a89bd3d..1f27ceb4505b818ec5c28353776d16c24fd1e879 100644 --- a/Experiments/train_noneiv.py +++ b/Experiments/train_noneiv.py @@ -135,7 +135,6 @@ class UpdatedTrainEpoch(train_and_store.TrainEpoch): rmse_chain.append(rmse) writer.add_scalar('RMSE', rmse, self.total_count) writer.add_scalar('std_y', self.last_std_y, self.total_count) - writer.add_scalar('RMSE:std_y', rmse/self.last_std_y, self.total_count) writer.add_scalar('train loss', self.last_train_loss, self.total_count) writer.add_scalar('test loss', self.last_test_loss, self.total_count) print(f'RMSE {rmse:.3f}')