From 1909e31868328cbd1f1e950f7f4cbdf536fd6777 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 31 Jul 2019 11:38:20 +0200 Subject: [PATCH 01/63] Move Metric calculation outside closure --- delira/models/abstract_network.py | 12 +--- .../backends/chainer/abstract_network.py | 50 ++++---------- .../backends/sklearn/abstract_network.py | 15 +---- .../backends/tf_eager/abstract_network.py | 61 ++++++++++------- .../backends/tf_graph/abstract_network.py | 34 ++-------- .../models/backends/torch/abstract_network.py | 56 +++------------- .../backends/torchscript/abstract_network.py | 56 +++------------- delira/training/backends/chainer/trainer.py | 18 ++--- delira/training/backends/sklearn/trainer.py | 18 ++--- delira/training/backends/tf_eager/trainer.py | 19 ++---- delira/training/backends/tf_graph/trainer.py | 18 ++--- delira/training/backends/torch/trainer.py | 18 ++--- .../training/backends/torchscript/trainer.py | 19 ++---- delira/training/base_experiment.py | 4 +- delira/training/base_trainer.py | 65 ++++++------------- tests/training/backends/test_chainer.py | 2 +- tests/training/backends/test_sklearn.py | 2 +- tests/training/backends/test_tf_eager.py | 2 +- tests/training/backends/test_tf_graph.py | 2 +- tests/training/backends/test_torch.py | 2 +- tests/training/backends/test_torchscript.py | 2 +- 21 files changed, 139 insertions(+), 336 deletions(-) diff --git a/delira/models/abstract_network.py b/delira/models/abstract_network.py index 9b927176..04e8a5f8 100755 --- a/delira/models/abstract_network.py +++ b/delira/models/abstract_network.py @@ -51,8 +51,8 @@ def __call__(self, *args, **kwargs): @staticmethod @abc.abstractmethod - def closure(model, data_dict: dict, optimizers: dict, losses=None, - metrics=None, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ Function which handles prediction from batch, logging, loss calculation and optimizer step @@ -67,8 +67,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses=None, dictionary containing all optimizers to perform parameter update losses : dict Functions or classes to calculate losses - metrics : dict - Functions or classes to calculate other metrics fold : int Current Fold in Crossvalidation (default: 0) kwargs : dict @@ -76,8 +74,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses=None, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses) dict @@ -89,10 +85,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses=None, If not overwritten by subclass """ - if losses is None: - losses = {} - if metrics is None: - metrics = {} raise NotImplementedError() @staticmethod diff --git a/delira/models/backends/chainer/abstract_network.py b/delira/models/backends/chainer/abstract_network.py index 139d130b..a6aa9838 100644 --- a/delira/models/backends/chainer/abstract_network.py +++ b/delira/models/backends/chainer/abstract_network.py @@ -109,8 +109,8 @@ def prepare_batch(batch: dict, input_device, output_device): return new_batch @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -127,8 +127,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -136,8 +134,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses; will always be empty here) @@ -149,41 +145,19 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, "Criterion dict cannot be emtpy, if optimizers are passed" loss_vals = {} - metric_vals = {} total_loss = 0 - inputs = data_dict.pop("data") + inputs = data_dict["data"] preds = model(inputs) - if data_dict: - - for key, crit_fn in losses.items(): - _loss_val = crit_fn(preds["pred"], *data_dict.values()) - loss_vals[key] = _loss_val.item() - total_loss += _loss_val - - with chainer.using_config("train", False): - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn( - preds["pred"], data_dict["label"]).item() - - if optimizers: - model.cleargrads() - total_loss.backward() - optimizers['default'].update() - - else: - - # add prefix "val" in validation mode - eval_loss_vals, eval_metrics_vals = {}, {} - for key in loss_vals.keys(): - eval_loss_vals["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics_vals["val_" + str(key)] = metric_vals[key] + for key, crit_fn in losses.items(): + _loss_val = crit_fn(preds["pred"], *data_dict.values()) + loss_vals[key] = _loss_val.item() + total_loss += _loss_val - loss_vals = eval_loss_vals - metric_vals = eval_metrics_vals + model.cleargrads() + total_loss.backward() + optimizers['default'].update() - return metric_vals, loss_vals, {k: v.unchain() - for k, v in preds.items()} + return loss_vals, {k: v.unchain() + for k, v in preds.items()} diff --git a/delira/models/backends/sklearn/abstract_network.py b/delira/models/backends/sklearn/abstract_network.py index dbb434ec..9ae75c99 100644 --- a/delira/models/backends/sklearn/abstract_network.py +++ b/delira/models/backends/sklearn/abstract_network.py @@ -103,8 +103,8 @@ def prepare_batch(batch: dict, input_device, output_device): return new_batch @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -121,8 +121,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -130,8 +128,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses; will always be empty here) @@ -156,9 +152,4 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, preds = model(data_dict.pop("X")) - metric_vals = {} - - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn(preds["pred"], **data_dict) - - return metric_vals, {}, preds + return {}, preds diff --git a/delira/models/backends/tf_eager/abstract_network.py b/delira/models/backends/tf_eager/abstract_network.py index 96a41e24..887db579 100644 --- a/delira/models/backends/tf_eager/abstract_network.py +++ b/delira/models/backends/tf_eager/abstract_network.py @@ -109,10 +109,40 @@ def prepare_batch(batch: dict, input_device, output_device): @staticmethod def closure(model, data_dict: dict, - optimizers: typing.Dict[str, tf.train.Optimizer], losses={}, - metrics={}, fold=0, **kwargs): + optimizers: typing.Dict[str, tf.train.Optimizer], losses: dict, + fold=0, **kwargs): + """ + default closure method to do a single training step; + Could be overwritten for more advanced models + + Parameters + ---------- + model : :class:`SkLearnEstimator` + trainable model + data_dict : dict + dictionary containing the data + optimizers : dict + dictionary of optimizers to optimize model's parameters; + ignored here, just passed for compatibility reasons + losses : dict + dict holding the losses to calculate errors; + ignored here, just passed for compatibility reasons + fold : int + Current Fold in Crossvalidation (default: 0) + **kwargs: + additional keyword arguments + + Returns + ------- + dict + Loss values (with same keys as input dict losses; will always + be empty here) + dict + dictionary containing all predictions + + """ - loss_vals, metric_vals = {}, {} + loss_vals = {} # calculate loss with graph created by gradient taping with tf.GradientTape() as tape: @@ -131,25 +161,8 @@ def closure(model, data_dict: dict, grads = tape.gradient(total_loss, model.trainable_variables) - for k, metric_fn in metrics.items(): - metric_vals[k] = metric_fn( - preds["pred"], - data_dict["label"]).numpy() - - if optimizers: - # perform optimization step - optimizers["default"].apply_gradients( - zip(grads, model.trainable_variables)) - else: - # add prefix "val" in validation mode - eval_losses, eval_metrics = {}, {} - for key in loss_vals.keys(): - eval_losses["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics["val_" + str(key)] = metric_vals[key] - - loss_vals = eval_losses - metric_vals = eval_metrics + # perform optimization step + optimizers["default"].apply_gradients( + zip(grads, model.trainable_variables)) - return metric_vals, loss_vals, preds + return loss_vals, preds diff --git a/delira/models/backends/tf_graph/abstract_network.py b/delira/models/backends/tf_graph/abstract_network.py index ecb434e5..1c5a87a5 100644 --- a/delira/models/backends/tf_graph/abstract_network.py +++ b/delira/models/backends/tf_graph/abstract_network.py @@ -167,8 +167,8 @@ def prepare_batch(batch: dict, input_device, output_device): return {k: v.astype(np.float32) for k, v in batch.items()} @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -185,8 +185,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -194,8 +192,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses; will always be empty here) @@ -203,32 +199,10 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, dictionary containing all predictions """ - loss_vals = {} - metric_vals = {} inputs = data_dict.pop('data') outputs = model.run(data=inputs, label=data_dict['label']) - preds = outputs['pred'] - losses = outputs['losses'] - - for key, loss_val in losses.items(): - loss_vals[key] = loss_val - - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn( - preds, data_dict["label"]) - - if not model.training: - # add prefix "val" in validation mode - eval_loss_vals, eval_metrics_vals = {}, {} - for key in loss_vals.keys(): - eval_loss_vals["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics_vals["val_" + str(key)] = metric_vals[key] - - loss_vals = eval_loss_vals - metric_vals = eval_metrics_vals + loss_vals = outputs['losses'] - return metric_vals, loss_vals, outputs + return loss_vals, outputs diff --git a/delira/models/backends/torch/abstract_network.py b/delira/models/backends/torch/abstract_network.py index 733cbf4b..6ed1b98c 100644 --- a/delira/models/backends/torch/abstract_network.py +++ b/delira/models/backends/torch/abstract_network.py @@ -97,8 +97,8 @@ def prepare_batch(batch: dict, input_device, output_device): return return_dict @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ closure method to do a single backpropagation step @@ -113,8 +113,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors (gradients from different losses will be accumulated) - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -122,35 +120,17 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses) - list - Arbitrary number of predictions as torch.Tensor - - Raises - ------ - AssertionError - if optimizers or losses are empty or the optimizers are not - specified - """ + dict + Arbitrary number of predictions as numpy array - assert (optimizers and losses) or not optimizers, \ - "Criterion dict cannot be emtpy, if optimizers are passed" + """ loss_vals = {} - metric_vals = {} total_loss = 0 - # choose suitable context manager: - if optimizers: - context_man = torch.enable_grad - - else: - context_man = torch.no_grad - - with context_man(): + with torch.enable_grad(): # predict inputs = data_dict.pop("data") @@ -162,31 +142,11 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, loss_vals[key] = _loss_val.item() total_loss += _loss_val - # calculate metrics - with torch.no_grad(): - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn( - preds["pred"], data_dict["label"]).item() - - if optimizers: optimizers['default'].zero_grad() # perform loss scaling via apex if half precision is enabled with scale_loss(total_loss, optimizers["default"]) as scaled_loss: scaled_loss.backward() optimizers['default'].step() - else: - - # add prefix "val" in validation mode - eval_loss_vals, eval_metrics_vals = {}, {} - for key in loss_vals.keys(): - eval_loss_vals["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics_vals["val_" + str(key)] = metric_vals[key] - - loss_vals = eval_loss_vals - metric_vals = eval_metrics_vals - - return metric_vals, loss_vals, {k: v.detach() - for k, v in preds.items()} + return loss_vals, {k: v.detach() + for k, v in preds.items()} diff --git a/delira/models/backends/torchscript/abstract_network.py b/delira/models/backends/torchscript/abstract_network.py index 276e94df..66674d9e 100644 --- a/delira/models/backends/torchscript/abstract_network.py +++ b/delira/models/backends/torchscript/abstract_network.py @@ -81,8 +81,8 @@ def prepare_batch(batch: dict, input_device, output_device): return return_dict @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ closure method to do a single backpropagation step @@ -97,8 +97,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors (gradients from different losses will be accumulated) - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -106,35 +104,17 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses) - list - Arbitrary number of predictions as torch.Tensor - - Raises - ------ - AssertionError - if optimizers or losses are empty or the optimizers are not - specified - """ + dict + Arbitrary number of predictions as numpy array - assert (optimizers and losses) or not optimizers, \ - "Criterion dict cannot be emtpy, if optimizers are passed" + """ loss_vals = {} - metric_vals = {} total_loss = 0 - # choose suitable context manager: - if optimizers: - context_man = torch.enable_grad - - else: - context_man = torch.no_grad - - with context_man(): + with torch.enable_grad(): # predict inputs = data_dict.pop("data") @@ -146,30 +126,10 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, loss_vals[key] = _loss_val.item() total_loss += _loss_val - # calculate metrics - with torch.no_grad(): - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn( - preds["pred"], data_dict["label"]).item() - - if optimizers: optimizers['default'].zero_grad() # apex does not yet support torchscript total_loss.backward() optimizers['default'].step() - else: - - # add prefix "val" in validation mode - eval_loss_vals, eval_metrics_vals = {}, {} - for key in loss_vals.keys(): - eval_loss_vals["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics_vals["val_" + str(key)] = metric_vals[key] - - loss_vals = eval_loss_vals - metric_vals = eval_metrics_vals - - return metric_vals, loss_vals, {k: v.detach() - for k, v in preds.items()} + return loss_vals, {k: v.detach() + for k, v in preds.items()} diff --git a/delira/training/backends/chainer/trainer.py b/delira/training/backends/chainer/trainer.py index 1cd3f80d..d0541d96 100644 --- a/delira/training/backends/chainer/trainer.py +++ b/delira/training/backends/chainer/trainer.py @@ -30,8 +30,7 @@ def __init__(self, losses=None, optimizer_cls=None, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -68,11 +67,8 @@ def __init__(self, choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on framework's tensor types) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -126,16 +122,14 @@ def __init__(self, gpu_ids = [] if lr_scheduler_params is None: lr_scheduler_params = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} + if metrics is None: + metrics = {} if optimizer_params is None: optimizer_params = {} super().__init__( network, save_path, losses, optimizer_cls, optimizer_params, - train_metrics, val_metrics, lr_scheduler_cls, + metrics, lr_scheduler_cls, lr_scheduler_params, gpu_ids, save_freq, optim_fn, key_mapping, logging_type, logging_kwargs, fold, callbacks, start_epoch, metric_keys, convert_batch_to_npy_fn, val_freq) diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index 75a49abd..2796a828 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -29,8 +29,7 @@ def __init__(self, estimator: SklearnEstimator, save_path: str, key_mapping, - train_metrics=None, - val_metrics=None, + metrics=None, save_freq=1, logging_type="tensorboardx", logging_kwargs=None, @@ -55,11 +54,8 @@ def __init__(self, E.g. if a model accepts one input named 'x' and the data_dict contains one entry named 'data' this argument would have to be ``{'x': 'data'}`` - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on framework's tensor types) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) save_freq : int integer specifying how often to save the current model's state. @@ -97,14 +93,12 @@ def __init__(self, callbacks = [] if logging_kwargs is None: logging_kwargs = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} + if metrics is None: + metrics = {} super().__init__( estimator, save_path, {}, None, {}, - train_metrics, val_metrics, None, + metrics, None, {}, [], save_freq, None, key_mapping, logging_type, logging_kwargs, fold, callbacks, start_epoch, metric_keys, convert_batch_to_npy_fn, val_freq) diff --git a/delira/training/backends/tf_eager/trainer.py b/delira/training/backends/tf_eager/trainer.py index 125a1474..df8e199a 100644 --- a/delira/training/backends/tf_eager/trainer.py +++ b/delira/training/backends/tf_eager/trainer.py @@ -21,8 +21,7 @@ def __init__(self, losses: dict, optimizer_cls, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -57,11 +56,8 @@ def __init__(self, optimizer class implementing the optimization algorithm of choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on numpy arrays) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -112,10 +108,8 @@ def __init__(self, gpu_ids = [] if lr_scheduler_params is None: lr_scheduler_params = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} + if metrics is None: + metrics = {} if optimizer_params is None: optimizer_params = {} @@ -127,8 +121,7 @@ def __init__(self, losses=losses, optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, - train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, gpu_ids=gpu_ids, diff --git a/delira/training/backends/tf_graph/trainer.py b/delira/training/backends/tf_graph/trainer.py index f97a1597..b7be3b11 100644 --- a/delira/training/backends/tf_graph/trainer.py +++ b/delira/training/backends/tf_graph/trainer.py @@ -32,8 +32,7 @@ def __init__(self, losses: dict, optimizer_cls, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -69,11 +68,8 @@ def __init__(self, optimizer class implementing the optimization algorithm of choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on numpy arrays) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -118,10 +114,8 @@ def __init__(self, if optimizer_params is None: optimizer_params = {} - if train_metrics is None: - train_metrics = {} - if val_metrics is None: - val_metrics = {} + if metrics is None: + metrics = {} if lr_scheduler_params is None: lr_scheduler_params = {} if gpu_ids is None: @@ -133,7 +127,7 @@ def __init__(self, super().__init__( network, save_path, losses, optimizer_cls, optimizer_params, - train_metrics, val_metrics, lr_scheduler_cls, lr_scheduler_params, + metrics, lr_scheduler_cls, lr_scheduler_params, gpu_ids, save_freq, optim_fn, key_mapping, logging_type, logging_kwargs, fold, callbacks, start_epoch, metric_keys, convert_batch_to_npy_fn, val_freq) diff --git a/delira/training/backends/torch/trainer.py b/delira/training/backends/torch/trainer.py index 4e46ed52..3128d284 100644 --- a/delira/training/backends/torch/trainer.py +++ b/delira/training/backends/torch/trainer.py @@ -35,8 +35,7 @@ def __init__(self, losses=None, optimizer_cls=None, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -82,11 +81,8 @@ def __init__(self, choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on framework's tensor types) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -185,16 +181,14 @@ def __init__(self, gpu_ids = [] if lr_scheduler_params is None: lr_scheduler_params = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} + if metrics is None: + metrics = {} if optimizer_params is None: optimizer_params = {} super().__init__( network, save_path, losses, optimizer_cls, optimizer_params, - train_metrics, val_metrics, lr_scheduler_cls, + metrics, lr_scheduler_cls, lr_scheduler_params, gpu_ids, save_freq, optim_fn, key_mapping, logging_type, logging_kwargs, fold, callbacks, start_epoch, metric_keys, convert_batch_to_npy_fn, val_freq) diff --git a/delira/training/backends/torchscript/trainer.py b/delira/training/backends/torchscript/trainer.py index 8aa3be32..6cca0412 100644 --- a/delira/training/backends/torchscript/trainer.py +++ b/delira/training/backends/torchscript/trainer.py @@ -22,8 +22,7 @@ def __init__(self, losses=None, optimizer_cls=None, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -60,11 +59,8 @@ def __init__(self, choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on framework's tensor types) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -123,10 +119,8 @@ def __init__(self, gpu_ids = [] if lr_scheduler_params is None: lr_scheduler_params = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} + if metrics is None: + metrics = {} if optimizer_params is None: optimizer_params = {} @@ -143,8 +137,7 @@ def __init__(self, key_mapping=key_mapping, losses=losses, optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, - train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, gpu_ids=gpu_ids, save_freq=save_freq, diff --git a/delira/training/base_experiment.py b/delira/training/base_experiment.py index 1e5797c1..d9b26a9e 100644 --- a/delira/training/base_experiment.py +++ b/delira/training/base_experiment.py @@ -205,7 +205,7 @@ def _setup_training(self, params, **kwargs): lr_scheduler_cls = training_params.nested_get("lr_sched_cls", None) lr_scheduler_params = training_params.nested_get("lr_sched_params", {}) - val_metrics = training_params.nested_get("val_metrics", {}) + metrics = training_params.nested_get("metrics", {}) # necessary for resuming training from a given path save_path = kwargs.pop("save_path", os.path.join( @@ -221,7 +221,7 @@ def _setup_training(self, params, **kwargs): optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, optim_fn=self._optim_builder, diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index fbd0680e..328a4899 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -3,11 +3,7 @@ import pickle import typing -from delira.data_loading.data_manager import Augmenter - -from delira.training.predictor import Predictor -from delira.training.callbacks import AbstractCallback -from delira.models import AbstractNetwork +from delira.utils.config import LookupConfig import numpy as np from tqdm import tqdm @@ -43,8 +39,7 @@ def __init__(self, losses: dict, optimizer_cls: type, optimizer_params: dict, - train_metrics: dict, - val_metrics: dict, + metrics: dict, lr_scheduler_cls: type, lr_scheduler_params: dict, gpu_ids: typing.List[int], @@ -75,11 +70,8 @@ def __init__(self, optimizer class implementing the optimization algorithm of choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on numpy arrays) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -136,8 +128,7 @@ def __init__(self, assert isinstance(save_path, str) assert isinstance(losses, dict) assert isinstance(optimizer_params, dict) - assert isinstance(train_metrics, dict) - assert isinstance(val_metrics, dict) + assert isinstance(metrics, dict) assert isinstance(lr_scheduler_params, dict) assert isinstance(gpu_ids, list) @@ -152,8 +143,7 @@ def __init__(self, self.start_epoch = start_epoch self.save_path = save_path self.losses = losses - self.train_metrics = train_metrics - self.val_metrics = val_metrics + self.metrics = metrics self.stop_training = False self.save_freq = save_freq self.metric_keys = metric_keys @@ -317,12 +307,15 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, data_dict = self._prepare_batch(batch) - _metrics, _losses, _ = self.closure_fn(self.module, data_dict, - optimizers=self.optimizers, - losses=self.losses, - metrics=self.train_metrics, - fold=self.fold, - batch_nr=batch_nr) + _losses, _preds = self.closure_fn(self.module, data_dict, + optimizers=self.optimizers, + losses=self.losses, + fold=self.fold, + batch_nr=batch_nr) + _metrics = self.calc_metrics( + LookupConfig(config={**data_dict, **_preds}), + self.metrics, + self.metric_keys) metrics.append(_metrics) losses.append(_losses) @@ -405,25 +398,6 @@ def reduce_fn(batch): metrics_val = {} - val_metric_fns = {} - - for k, v in self.val_metrics.items(): - if not k.startswith("val_"): - k = "val_" + k - - val_metric_fns[k] = v - - if self.metric_keys is None: - val_metric_keys = None - - else: - val_metric_keys = {} - for k, v in self.metric_keys.items(): - if not k.startswith("val_"): - k = "val_" + k - - val_metric_keys[k] = v - with LoggingContext(self._logger_name): for epoch in range(self.start_epoch, num_epochs + 1): @@ -449,10 +423,13 @@ def reduce_fn(batch): val_metrics = next( self.predict_data_mgr_cache_metrics_only( datamgr_valid, datamgr_valid.batch_size, - metrics=val_metric_fns, - metric_keys=val_metric_keys, + metrics=self.metrics, + metric_keys=self.metric_keys, verbose=verbose)) + val_metrics = {"val_" + k: v + for k, v in val_metrics.items()} + total_metrics.update(val_metrics) _, total_metrics = self._convert_to_npy_fn(**total_metrics) @@ -737,7 +714,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict): if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type diff --git a/tests/training/backends/test_chainer.py b/tests/training/backends/test_chainer.py index c1e38a79..038cba15 100644 --- a/tests/training/backends/test_chainer.py +++ b/tests/training/backends/test_chainer.py @@ -45,7 +45,7 @@ def setUp(self) -> None: "optimizer_cls": chainer.optimizers.Adam, "optimizer_params": {}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_sklearn.py b/tests/training/backends/test_sklearn.py index a79ad1c8..7d853489 100644 --- a/tests/training/backends/test_sklearn.py +++ b/tests/training/backends/test_sklearn.py @@ -24,7 +24,7 @@ def setUp(self) -> None: "optimizer_cls": None, "optimizer_params": {}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_tf_eager.py b/tests/training/backends/test_tf_eager.py index 4b3b3d87..3f0fed93 100644 --- a/tests/training/backends/test_tf_eager.py +++ b/tests/training/backends/test_tf_eager.py @@ -46,7 +46,7 @@ def setUp(self) -> None: "optimizer_cls": tf.train.AdamOptimizer, "optimizer_params": {"learning_rate": 1e-3}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_tf_graph.py b/tests/training/backends/test_tf_graph.py index a78a4734..ba651db7 100644 --- a/tests/training/backends/test_tf_graph.py +++ b/tests/training/backends/test_tf_graph.py @@ -55,7 +55,7 @@ def setUp(self) -> None: "optimizer_cls": tf.train.AdamOptimizer, "optimizer_params": {"learning_rate": 1e-3}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_torch.py b/tests/training/backends/test_torch.py index 2222f1b6..f5b094e7 100644 --- a/tests/training/backends/test_torch.py +++ b/tests/training/backends/test_torch.py @@ -43,7 +43,7 @@ def setUp(self) -> None: "optimizer_cls": torch.optim.Adam, "optimizer_params": {}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_torchscript.py b/tests/training/backends/test_torchscript.py index 69b59e7f..39a3ce6e 100644 --- a/tests/training/backends/test_torchscript.py +++ b/tests/training/backends/test_torchscript.py @@ -46,7 +46,7 @@ def setUp(self) -> None: "optimizer_cls": torch.optim.Adam, "optimizer_params": {}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) From 4c53103ba8493dfa5a0c10a5cd342bc00bc5e2f6 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 31 Jul 2019 11:23:20 +0000 Subject: [PATCH 02/63] PEP-8 Auto-Fix --- delira/training/base_trainer.py | 2 +- docs/conf.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 328a4899..a78d52b9 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -714,7 +714,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict): if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type diff --git a/docs/conf.py b/docs/conf.py index 2e6da268..8d53e80f 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -13,13 +13,13 @@ # documentation root, use os.path.abspath to make it absolute, like shown here. # +from delira._version import get_versions import os import sys import re # source code directory, relative to this file, for sphinx-build sys.path.insert(0, os.path.join(os.path.dirname(__file__), os.path.pardir)) -from delira._version import get_versions # -- Project information ----------------------------------------------------- From 0e5d816b2ad17994c822106bba5aa373bd22d73c Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 31 Jul 2019 14:28:15 +0200 Subject: [PATCH 03/63] Fix Usage of Val metrics --- delira/training/backends/sklearn/experiment.py | 6 ++---- delira/training/base_experiment.py | 4 ++-- tests/training/backends/test_sklearn.py | 2 +- tests/training/backends/utils.py | 4 ++-- 4 files changed, 7 insertions(+), 9 deletions(-) diff --git a/delira/training/backends/sklearn/experiment.py b/delira/training/backends/sklearn/experiment.py index f2b4a0a0..6566c317 100644 --- a/delira/training/backends/sklearn/experiment.py +++ b/delira/training/backends/sklearn/experiment.py @@ -101,8 +101,7 @@ def _setup_training(self, params, **kwargs): model = self._model_wrapper_cls(_model) training_params = params.permute_training_on_top().training - train_metrics = training_params.nested_get("train_metrics", {}) - val_metrics = training_params.nested_get("val_metrics", {}) + metrics = training_params.nested_get("metrics") # necessary for resuming training from a given path save_path = kwargs.pop("save_path", os.path.join( @@ -114,8 +113,7 @@ def _setup_training(self, params, **kwargs): estimator=model, save_path=save_path, key_mapping=self.key_mapping, - train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, save_freq=self.checkpoint_freq, **kwargs ) diff --git a/delira/training/base_experiment.py b/delira/training/base_experiment.py index d9b26a9e..ade1e718 100644 --- a/delira/training/base_experiment.py +++ b/delira/training/base_experiment.py @@ -122,9 +122,9 @@ def __init__(self, self.predictor_cls = predictor_cls if val_score_key is None: - if params.nested_get("val_metrics", False): + if params.nested_get("metrics", False): val_score_key = sorted( - params.nested_get("val_metrics").keys())[0] + params.nested_get("metrics").keys())[0] self.val_score_key = val_score_key assert key_mapping is not None diff --git a/tests/training/backends/test_sklearn.py b/tests/training/backends/test_sklearn.py index 7d853489..4f5b449e 100644 --- a/tests/training/backends/test_sklearn.py +++ b/tests/training/backends/test_sklearn.py @@ -85,7 +85,7 @@ def test_experiment_test(self): model.fit(np.random.rand(2, 32), np.array([[0], [1]])) exp.test(model, dmgr_test, - params.nested_get("val_metrics", {})) + params.nested_get("metrics", {})) if __name__ == "__main__": diff --git a/tests/training/backends/utils.py b/tests/training/backends/utils.py index 66c9bb32..9d34a244 100644 --- a/tests/training/backends/utils.py +++ b/tests/training/backends/utils.py @@ -58,7 +58,7 @@ def test_experiment(experiment_cls, params, network_cls, len_test, **kwargs): model = network_cls() - return exp.test(model, dmgr_test, params.nested_get("val_metrics", {})) + return exp.test(model, dmgr_test, params.nested_get("metrics", {})) def kfold_experiment(experiment_cls, params, network_cls, len_data, @@ -71,7 +71,7 @@ def kfold_experiment(experiment_cls, params, network_cls, len_data, dset = DummyDataset(len_data) dmgr = BaseDataManager(dset, 16, 1, None) - return exp.kfold(data=dmgr, metrics=params.nested_get("val_metrics"), + return exp.kfold(data=dmgr, metrics=params.nested_get("metrics"), shuffle=shuffle, split_type=split_type, num_splits=num_splits, val_split=val_split) From 89061b2ad8e458f290399780e096d5fa735d5251 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 31 Jul 2019 15:15:27 +0200 Subject: [PATCH 04/63] Fix chainer and sklearn backends --- delira/models/backends/chainer/abstract_network.py | 2 +- delira/training/backends/sklearn/trainer.py | 8 ++++++++ tests/training/backends/test_sklearn.py | 1 + 3 files changed, 10 insertions(+), 1 deletion(-) diff --git a/delira/models/backends/chainer/abstract_network.py b/delira/models/backends/chainer/abstract_network.py index a6aa9838..a9875fa5 100644 --- a/delira/models/backends/chainer/abstract_network.py +++ b/delira/models/backends/chainer/abstract_network.py @@ -151,7 +151,7 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, preds = model(inputs) for key, crit_fn in losses.items(): - _loss_val = crit_fn(preds["pred"], *data_dict.values()) + _loss_val = crit_fn(preds["pred"], data_dict["label"]) loss_vals[key] = _loss_val.item() total_loss += _loss_val diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index 2796a828..a15399f4 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -461,3 +461,11 @@ def _search_for_prev_state(path, extensions=None): if extensions is None: extensions = [".pkl"] return BaseNetworkTrainer._search_for_prev_state(path, extensions) + + @staticmethod + def calc_metrics(batch, metrics: dict = None, metric_keys=None): + if metric_keys is None: + metric_keys = {k: ("pred", "y") for k in metrics.keys()} + + BaseNetworkTrainer.calc_metrics(batch, metrics, metric_keys) + diff --git a/tests/training/backends/test_sklearn.py b/tests/training/backends/test_sklearn.py index 4f5b449e..d5e65dad 100644 --- a/tests/training/backends/test_sklearn.py +++ b/tests/training/backends/test_sklearn.py @@ -25,6 +25,7 @@ def setUp(self) -> None: "optimizer_params": {}, "num_epochs": 2, "metrics": {"mae": mean_absolute_error}, + "metric_keys": {"L1": ("pred", "y"), "mae": ("pred", "y")}, "lr_sched_cls": None, "lr_sched_params": {}} }) From de6c600a2fb4e958778a05c75e7c48e9a5bf3904 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 31 Jul 2019 15:28:47 +0200 Subject: [PATCH 05/63] Fix default argument for sklearn backend --- delira/training/backends/sklearn/trainer.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index a15399f4..385f818a 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -464,8 +464,11 @@ def _search_for_prev_state(path, extensions=None): @staticmethod def calc_metrics(batch, metrics: dict = None, metric_keys=None): + if metrics is None: + metrics = {} + if metric_keys is None: metric_keys = {k: ("pred", "y") for k in metrics.keys()} - BaseNetworkTrainer.calc_metrics(batch, metrics, metric_keys) + return BaseNetworkTrainer.calc_metrics(batch, metrics, metric_keys) From 4bd9034b5ccd548c481c030a777469df0e3fdbfc Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 31 Jul 2019 13:40:10 +0000 Subject: [PATCH 06/63] PEP-8 Auto-Fix --- delira/training/backends/sklearn/trainer.py | 1 - 1 file changed, 1 deletion(-) diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index 385f818a..41b452f6 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -471,4 +471,3 @@ def calc_metrics(batch, metrics: dict = None, metric_keys=None): metric_keys = {k: ("pred", "y") for k in metrics.keys()} return BaseNetworkTrainer.calc_metrics(batch, metrics, metric_keys) - From aeeb170344ea3a18c7bdeb2452189c3d1a2bc59e Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Thu, 1 Aug 2019 11:11:07 +0200 Subject: [PATCH 07/63] First attempt to introduce a per-iteration callback --- delira/training/base_trainer.py | 112 +++++++++++------- .../training/callbacks/abstract_callback.py | 38 ++++++ delira/training/predictor.py | 103 +++++++++++++++- 3 files changed, 209 insertions(+), 44 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 47919c8a..f2b040bd 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -141,7 +141,6 @@ def __init__(self, else: os.makedirs(save_path) - self._callbacks = [] self._fold = fold self.start_epoch = start_epoch self.save_path = save_path @@ -153,18 +152,17 @@ def __init__(self, self.metric_keys = metric_keys self._logger_name = None - for cbck in callbacks: - self.register_callback(cbck) - self._reinitialize_logging(logging_type, logging_kwargs) self._tqdm_desc = "Validate" self.val_freq = val_freq + self._global_iter_num = 1 def _setup(self, network, lr_scheduler_cls, lr_scheduler_params, gpu_ids, - key_mapping, convert_batch_to_npy_fn, prepare_batch_fn): + key_mapping, convert_batch_to_npy_fn, prepare_batch_fn, + callbacks): super()._setup(network, key_mapping, convert_batch_to_npy_fn, - prepare_batch_fn) + prepare_batch_fn, callbacks) self.closure_fn = network.closure @@ -280,6 +278,49 @@ def _at_epoch_end(self, metrics_val, val_score_key, epoch, is_best, self.save_state(os.path.join(self.save_path, "checkpoint_best")) + def _at_iter_begin(self, iter_num, epoch=0, **kwargs): + """ + Defines the behavior executed at an iteration's begin + + Parameters + ---------- + iter_num : int + number of current iter + epoch : int + number of current epoch + **kwargs : + additional keyword arguments (forwarded to callback calls) + + """ + for cb in self._callbacks: + self._update_state(cb.at_iter_begin( + self, epoch=epoch, iter_num=iter_num, + global_iter_num=self._global_iter_num, **kwargs)) + + def _at_iter_end(self, data_dict, iter_num, epoch=0, **kwargs): + """ + Defines the behavior executed at an iteration's end + + Parameters + ---------- + data_dict : dict + dictionary holding input data and predictions + iter_num : int + number of current iter + epoch : int + number of current epoch + **kwargs : + additional keyword arguments (forwarded to callback calls) + + """ + + for cb in self._callbacks: + self._update_state(cb.at_iter_begin( + self, epoch=epoch, iter_num=iter_num, data_dict=data_dict, + global_iter_num=self._global_iter_num, **kwargs)) + + self._global_iter_num += 1 + def _train_single_epoch(self, batchgen: Augmenter, epoch, verbose=False): """ @@ -308,18 +349,24 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, iterable = enumerate(batchgen) for batch_nr, batch in iterable: + self._at_iter_begin(epoch=epoch, iter_num=batch_nr) data_dict = self._prepare_batch(batch) - _metrics, _losses, _ = self.closure_fn(self.module, data_dict, - optimizers=self.optimizers, - losses=self.losses, - metrics=self.train_metrics, - fold=self.fold, - batch_nr=batch_nr) + _metrics, _losses, preds = self.closure_fn( + self.module, data_dict, + optimizers=self.optimizers, + losses=self.losses, + metrics=self.train_metrics, + fold=self.fold, + batch_nr=batch_nr) + metrics.append(_metrics) losses.append(_losses) + self._at_iter_end(epoch=epoch, iter_num=batch_nr, + data_dict={**batch, **preds}) + batchgen._finish() total_losses, total_metrics = {}, {} @@ -535,34 +582,6 @@ def fold(self, fold): logger.error(e) raise e - def register_callback(self, callback: AbstractCallback): - """ - Register Callback to Trainer - - Parameters - ---------- - callback : :class:`AbstractCallback` - the callback to register - - Raises - ------ - AssertionError - `callback` is not an instance of :class:`AbstractCallback` and has - not both methods ['at_epoch_begin', 'at_epoch_end'] - - """ - assertion_str = "Given callback is not valid; Must be instance of " \ - "AbstractCallback or provide functions " \ - "'at_epoch_begin' and 'at_epoch_end'" - instance_check = isinstance(callback, AbstractCallback) - attr_check_begin = hasattr(callback, "at_epoch_begin") - attr_check_end = hasattr(callback, "at_epoch_end") - attr_check_both = attr_check_begin and attr_check_end - - assert instance_check or attr_check_both, assertion_str - - self._callbacks.append(callback) - def save_state(self, file_name, *args, **kwargs): """ saves the current state @@ -731,7 +750,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict): if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type @@ -805,3 +824,14 @@ def _search_for_prev_state(path, extensions=None): return latest_state_path, latest_epoch return None, 1 + + def register_callback(self, callback: AbstractCallback): + has_all_attrs = True + for attr in ("iter", "epoch", "training"): + has_all_attrs = has_all_attrs and hasattr(callback, + "at_%s_begin" % attr) + has_all_attrs = has_all_attrs and hasattr(callback, + "at_%s_end" % attr) + + assert has_all_attrs + super().register_callback(callback) \ No newline at end of file diff --git a/delira/training/callbacks/abstract_callback.py b/delira/training/callbacks/abstract_callback.py index 3f2b8eda..164ff4e2 100644 --- a/delira/training/callbacks/abstract_callback.py +++ b/delira/training/callbacks/abstract_callback.py @@ -59,3 +59,41 @@ def at_epoch_end(self, trainer, **kwargs): """ return {} + + def at_iter_begin(self, trainer, **kwargs): + """ + Function which will be executed at begin of each iteration + + Parameters + ---------- + trainer : :class:`AbstractNetworkTrainer` + **kwargs : + additional keyword arguments + + Returns + ------- + dict + modified trainer attributes, where the name must correspond to the + trainer's attribute name + + """ + return {} + + def at_iter_end(self, trainer, **kwargs): + """ + Function which will be executed at end of each iteration + + Parameters + ---------- + trainer : :class:`AbstractNetworkTrainer` + **kwargs : + additional keyword arguments + + Returns + ------- + dict + modified trainer attributes, where the name must correspond to the + trainer's attribute name + + """ + return {} diff --git a/delira/training/predictor.py b/delira/training/predictor.py index 91814bb8..33fa8427 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -8,6 +8,8 @@ from .train_utils import convert_batch_to_numpy_identity from ..utils.config import LookupConfig +from delira.training.callbacks import AbstractCallback + logger = logging.getLogger(__name__) @@ -27,7 +29,8 @@ class Predictor(object): def __init__( self, model, key_mapping: dict, convert_batch_to_npy_fn=convert_batch_to_numpy_identity, - prepare_batch_fn=lambda x: x, **kwargs): + prepare_batch_fn=lambda x: x, + callbacks=None, **kwargs): """ Parameters @@ -47,18 +50,22 @@ def __init__( function converting a batch-tensor to the framework specific tensor-type and pushing it to correct device, default: identity function + callbacks : list + initial callbacks to register **kwargs : additional keyword arguments """ + if callbacks is None: + callbacks = [] self._setup(model, key_mapping, convert_batch_to_npy_fn, - prepare_batch_fn, **kwargs) + prepare_batch_fn, callbacks, **kwargs) self._tqdm_desc = "Test" def _setup(self, network, key_mapping, convert_batch_args_kwargs_to_npy_fn, - prepare_batch_fn, **kwargs): + prepare_batch_fn, callbacks, **kwargs): """ Parameters @@ -78,13 +85,20 @@ def _setup(self, network, key_mapping, convert_batch_args_kwargs_to_npy_fn, function converting a batch-tensor to the framework specific tensor-type and pushing it to correct device, default: identity function + callbacks : list + initial callbacks to register """ + + self._callbacks = [] self.module = network self.key_mapping = key_mapping self._convert_to_npy_fn = convert_batch_args_kwargs_to_npy_fn self._prepare_batch = prepare_batch_fn + for cb in callbacks: + self.register_callback(cb) + def __call__(self, data: dict, **kwargs): """ Method to call the class. @@ -138,6 +152,57 @@ def predict(self, data: dict, **kwargs): **pred )[1] + def _at_iter_begin(self, iter_num, **kwargs): + """ + Function defining the behavior executed at beginning of each iteration + + Parameters + ---------- + iter_num : int + the number of the current iteration + **kwargs : + additional keyword arguments (forwarded to callbacks call) + + Returns + ------- + dict + combined dicts returned by the callbacks + + """ + return_dict = {} + for cb in self._callbacks: + return_dict.update(cb.at_iter_begin(iter_num=iter_num, **kwargs)) + + return return_dict + + def _at_iter_end(self, data_dict, iter_num, **kwargs): + """ + Function defining the behavior executed at beginning of each iteration + + Parameters + ---------- + data_dict : dict + dictionary holding input data and predictions + iter_num : int + the number of the current iteration + **kwargs : + additional keyword arguments (forwarded to callbacks call) + + Returns + ------- + dict + combined dicts returned by the callbacks + + """ + return_dict = {} + for cb in self._callbacks: + return_dict.update(cb.at_iter_end(data_dict=data_dict, + iter_num=iter_num, + global_iter_num=iter_num, + **kwargs)) + + return return_dict + def predict_data_mgr(self, datamgr, batchsize=None, metrics=None, metric_keys=None, verbose=False, **kwargs): """ @@ -194,6 +259,7 @@ def predict_data_mgr(self, datamgr, batchsize=None, metrics=None, batch_list = [] for i, batch in iterable: + self._at_iter_begin(iter_num=i) if not batch_list and (n_batches - i) < batchsize: batchsize = n_batches - i @@ -231,6 +297,9 @@ def predict_data_mgr(self, datamgr, batchsize=None, metrics=None, metrics=metrics, metric_keys=metric_keys) + self._at_iter_end(data_dict={**batch_dict, **preds_batch}, + metrics=_metric_vals, iter_num=i) + yield preds, _metric_vals batch_list = [] @@ -553,3 +622,31 @@ def calc_metrics(batch: LookupConfig, metrics=None, metric_keys=None): return {key: metric_fn(*[batch.nested_get(k) for k in metric_keys[key]]) for key, metric_fn in metrics.items()} + + def register_callback(self, callback: AbstractCallback): + """ + Register Callback to Trainer + + Parameters + ---------- + callback : :class:`AbstractCallback` + the callback to register + + Raises + ------ + AssertionError + `callback` is not an instance of :class:`AbstractCallback` and has + not both methods ['at_epoch_begin', 'at_epoch_end'] + + """ + assertion_str = "Given callback is not valid; Must be instance of " \ + "AbstractCallback or provide functions " \ + "'at_epoch_begin' and 'at_epoch_end'" + instance_check = isinstance(callback, AbstractCallback) + attr_check_begin = hasattr(callback, "at_iter_begin") + attr_check_end = hasattr(callback, "at_iter_end") + attr_check_both = attr_check_begin and attr_check_end + + assert instance_check or attr_check_both, assertion_str + + self._callbacks.append(callback) From 4909285000b5618a58aa0ea1c7eed0ec53206f75 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Thu, 1 Aug 2019 09:18:57 +0000 Subject: [PATCH 08/63] PEP-8 Auto-Fix --- delira/training/base_trainer.py | 4 ++-- docs/conf.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index f2b040bd..d6bb4be9 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -750,7 +750,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict): if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type @@ -834,4 +834,4 @@ def register_callback(self, callback: AbstractCallback): "at_%s_end" % attr) assert has_all_attrs - super().register_callback(callback) \ No newline at end of file + super().register_callback(callback) diff --git a/docs/conf.py b/docs/conf.py index ab17168f..8055de7a 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -12,13 +12,13 @@ # add these directories to sys.path here. If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. # +from delira._version import get_versions import os import sys import re # source code directory, relative to this file, for sphinx-build sys.path.insert(0, os.path.join(os.path.dirname(__file__), os.path.pardir)) -from delira._version import get_versions # -- Project information ----------------------------------------------------- From 04264b01fe2aa53cad8bc7e94e17a0eee8ef0a29 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Thu, 1 Aug 2019 11:55:32 +0200 Subject: [PATCH 09/63] Add logging frequency and reduction types to a (now stateful) logger --- delira/logging/base_logger.py | 236 +++++++++++++++++++++++++++++++++- 1 file changed, 235 insertions(+), 1 deletion(-) diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index 0740513d..d6231cdd 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -2,6 +2,150 @@ from queue import Full from delira.logging.base_backend import BaseBackend import logging +import numpy as np +from types import FunctionType +from collections import Iterable + + +# Reduction Functions +def _reduce_last(items: list): + """ + Reduction Function returning the last element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + dict + reduced items + + """ + return items[-1] + + +def _reduce_first(items: list): + """ + Reduction Function returning the first element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + dict + reduced items + + """ + return items[0] + + +def _reduce_mean(items: list): + """ + Reduction Function returning the mean element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + dict + reduced items + + """ + return np.mean(items) + + +def _reduce_max(items: list): + """ + Reduction Function returning the max element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + dict + reduced items + + """ + return np.max(items) + + +def _reduce_min(items: list): + """ + Reduction Function returning the min element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + dict + reduced items + + """ + return np.min(items) + + +def _reduce_dict(items: list, reduce_fn): + """ + A function to reduce all entries inside a dict + + Parameters + ---------- + items : list + a list of dicts to reduce + reduce_fn : FunctionType + a function to apply to all non-equal iterables + + Returns + ------- + dict + the reduced dict + + """ + result_dict = {} + # assuming the type of all items is same for all queued logging dicts and + # all dicts have the same keys + for k, v in items[0].items(): + # recursively reduce dicts + if isinstance(v, dict): + result_dict[k] = {_k: _reduce_dict(_v, reduce_fn) + for _k, _v in v.items()} + # reduce iterables + elif isinstance(v, Iterable): + # if elements are all equal: use first element (necessary for tags) + compare_list = [_tmp[k] for _tmp in items] + if all([_tmp == v for _tmp in compare_list]): + result_dict[k] = v + # else: apply reduce function + else: + result_dict[k] = reduce_fn(v) + else: + result_dict[k] = v + + return result_dict + + +# string mapping for reduction functions +_REDUCTION_FUNCTIONS = { + "last": _reduce_last, + "first": _reduce_first, + "mean": _reduce_mean, + "max": _reduce_max, + "min": _reduce_min +} class Logger(object): @@ -11,6 +155,7 @@ class Logger(object): """ def __init__(self, backend: BaseBackend, max_queue_size: int = None, + logging_frequencies=None, reduce_types=None, level=logging.NOTSET): """ @@ -22,6 +167,25 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, the maximum size for the queue; if queue is full, all additional logging tasks will be dropped until some tasks inside the queue were executed; Per default no maximum size is applied + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied for + all keys. + if dict: should contain pairs of valid logging keys and either str + or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. level : int the logging value to use if passing the logging message to python's logging module because it is not appropriate for logging @@ -31,6 +195,62 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, # 0 means unlimited size, but None is more readable if max_queue_size is None: max_queue_size = 0 + + # convert to empty dict if None + if logging_frequencies is None: + logging_frequencies = {} + + # if int: assign int to all possible keys + if isinstance(logging_frequencies, int): + logging_frequencies = { + k: logging_frequencies + for k in self._backend.KEYWORD_FN_MAPPING.keys()} + # if dict: update missing keys with 1 and make sure other values + # are ints + elif isinstance(logging_frequencies, dict): + for k in self._backend.KEYWORD_FN_MAPPING.keys(): + if k not in logging_frequencies: + logging_frequencies[k] = 1 + else: + logging_frequencies[k] = int(logging_frequencies[k]) + else: + raise TypeError("Invalid Type for logging frequencies: %s" + % type(logging_frequencies).__name__) + + # assign frequencies and create empty queues + self._logging_frequencies = logging_frequencies + self._logging_queues = { + k: [] for k in self._backend.KEYWORD_FN_MAPPING.keys()} + + default_reduce_type = "last" + # map string and function to all valid keys + if isinstance(reduce_types, (str, FunctionType)): + reduce_types = { + k: reduce_types + for k in self._backend.KEYWORD_FN_MAPPING.keys()} + + # should be dict by now! + if isinstance(reduce_types, dict): + # check all valid keys for occurences + for k in self._backend.KEYWORD_FN_MAPPING.keys(): + # use default reduce type if necessary + if k not in reduce_types: + reduce_types[k] = default_reduce_type + # check it is either valid string or already function type + else: + if not isinstance(reduce_types, FunctionType): + assert reduce_types[k] in _REDUCTION_FUNCTIONS.keys() + reduce_types[k] = str(reduce_types[k]) + # map all strings to actual functions + if isinstance(reduce_types[k], str): + reduce_types[k] = _REDUCTION_FUNCTIONS[reduce_types[k]] + + else: + raise TypeError("Invalid Type for logging reductions: %s" + % type(logging_frequencies).__name__) + + self._reduce_types = reduce_types + self._abort_event = Event() self._flush_queue = Queue(max_queue_size) self._backend = backend @@ -73,7 +293,21 @@ def log(self, log_message: dict): try: # logging appropriate message with backend if isinstance(log_message, dict): - self._flush_queue.put_nowait(log_message) + # multiple logging instances at once possible with + # different keys + for k, v in log_message.items(): + # append current message to queue + self._logging_queues[k].append({k: v}) + # check if logging should be executed + if (len(self._logging_queues[k]) + % self._logging_frequencies[k] == 0): + # reduce elements inside queue + reduce_message = _reduce_dict( + self._logging_queues[k], self._reduce_types[k]) + # flush reduced elements + self._flush_queue.put_nowait(reduce_message) + # empty queue + self._logging_queues[k] = [] else: # logging inappropriate message with python's logging logging.log(self._level, log_message) From 39eda7c54742beee0a29ef6b7787b30e44321802 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Thu, 1 Aug 2019 11:57:22 +0200 Subject: [PATCH 10/63] Add memory warning --- delira/logging/base_logger.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index d6231cdd..61280126 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -190,6 +190,14 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, the logging value to use if passing the logging message to python's logging module because it is not appropriate for logging with the assigned logging backend + + Warnings + -------- + Since the intermediate values between to logging steps are stored in + memory to enable reduction, this might cause OOM errors easily + (especially if the logged items are still on GPU). + If this occurs you may want to choose a lower logging frequency. + """ # 0 means unlimited size, but None is more readable From ac350d436e7f63ed7e10010abc74687f556e224e Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Thu, 1 Aug 2019 16:02:29 +0200 Subject: [PATCH 11/63] Add Frequencies and Reduce Types to `make_logger` --- delira/logging/base_logger.py | 24 +++++++++++++++++++++++- 1 file changed, 23 insertions(+), 1 deletion(-) diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index 61280126..d7bb5280 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -391,6 +391,7 @@ def log(self, log_message: dict): def make_logger(backend: BaseBackend, max_queue_size: int = None, + logging_frequencies=None, reduce_types=None, level=logging.NOTSET): """ Function to create a logger @@ -401,6 +402,25 @@ def make_logger(backend: BaseBackend, max_queue_size: int = None, the logging backend max_queue_size : int the maximum queue size + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied for + all keys. + if dict: should contain pairs of valid logging keys and either str + or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. level : int the logging level for python's internal logging module @@ -417,4 +437,6 @@ def make_logger(backend: BaseBackend, max_queue_size: int = None, """ - return SingleThreadedLogger(backend, max_queue_size, level) + return SingleThreadedLogger(backend=backend, max_queue_size=max_queue_size, + logging_frequencies=logging_frequencies, + reduce_types=reduce_types, level=level) From bb33097d239be3185bd4b8f2286ae5b72a56058e Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Thu, 1 Aug 2019 16:02:44 +0200 Subject: [PATCH 12/63] Create Logging Callback --- delira/training/callbacks/__init__.py | 1 + delira/training/callbacks/logging_callback.py | 84 +++++++++++++++++++ 2 files changed, 85 insertions(+) create mode 100644 delira/training/callbacks/logging_callback.py diff --git a/delira/training/callbacks/__init__.py b/delira/training/callbacks/__init__.py index 615aa5a7..6e38eab0 100644 --- a/delira/training/callbacks/__init__.py +++ b/delira/training/callbacks/__init__.py @@ -1,6 +1,7 @@ from delira import get_backends from .abstract_callback import AbstractCallback from .early_stopping import EarlyStopping +from .logging_callback import DefaultLoggingCallback if "TORCH" in get_backends(): from .pytorch_schedulers import DefaultPyTorchSchedulerCallback diff --git a/delira/training/callbacks/logging_callback.py b/delira/training/callbacks/logging_callback.py new file mode 100644 index 00000000..f9ea18e6 --- /dev/null +++ b/delira/training/callbacks/logging_callback.py @@ -0,0 +1,84 @@ +from delira.training.callbacks.abstract_callback import AbstractCallback +from delira.logging import make_logger, BaseBackend +import logging + + +class DefaultLoggingCallback(AbstractCallback): + """ + A default Logging backend which logs only the metrics; Should be + subclassed for additional logging + """ + def __init__(self, backend: BaseBackend, max_queue_size: int = None, + logging_frequencies=None, reduce_types=None, + level=logging.NOTSET): + """ + + Parameters + ---------- + backend : :class:`delira.logging.base_backend.BaseBackend` + the logging backend + max_queue_size : int + the maximum queue size + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. + level : int + the logging level for python's internal logging module + + """ + super().__init__() + + self._logger = make_logger(backend=backend, + max_queue_size=max_queue_size, + logging_frequencies=logging_frequencies, + reduce_types=reduce_types, level=level) + + def at_iter_end(self, trainer, epoch=None, iter_num=None, data_dict=None, + **kwargs): + """ + Function logging the metrics at the end of each iteration + + Parameters + ---------- + trainer : :class:`BaseNetworkTrainer` + the current trainer object (unused in this callback) + epoch : int + the current epoch (unused in this callback) + iter_num : int + number of the current iteration inside the current epoch + (unused in this callback) + data_dict : dict + the current data dict (including predictions) + **kwargs : + additional keyword arguments + + Returns + ------- + dict + empty dict, because no state should be updated + """ + + metrics = kwargs.get("metrics", {}) + global_step = kwargs.get("global_iter_num", None) + + for k, v in metrics: + self._logger.log({"scalar": {"tag": k, "scalar_value": v, + "global_step": global_step}}) + + return {} From e2382ba507f52c056a13823d92d3de2f7b8f8adb Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Thu, 1 Aug 2019 16:03:19 +0200 Subject: [PATCH 13/63] Add "val_" prefix to metrics during predictions --- delira/training/predictor.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/delira/training/predictor.py b/delira/training/predictor.py index 33fa8427..9c5bfe42 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -298,7 +298,9 @@ def predict_data_mgr(self, datamgr, batchsize=None, metrics=None, metric_keys=metric_keys) self._at_iter_end(data_dict={**batch_dict, **preds_batch}, - metrics=_metric_vals, iter_num=i) + metrics={"val_" + k: v + for k, v in _metric_vals.items()}, + iter_num=i) yield preds, _metric_vals From fa6a9468aee1ddc243a99fb45444d807a97f0628 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Thu, 1 Aug 2019 16:04:14 +0200 Subject: [PATCH 14/63] Update BaseNetworkTrainer to apply iteration-based logging in callback (add init arguments and adjust `reinitialize_logging` function) --- delira/training/base_trainer.py | 214 ++++++++++++++++++++------------ 1 file changed, 132 insertions(+), 82 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index d6bb4be9..2e98a549 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -7,7 +7,7 @@ from tqdm import tqdm from delira.logging import LoggingContext, log -from .callbacks import AbstractCallback +from .callbacks import AbstractCallback, DefaultLoggingCallback from .predictor import Predictor from ..data_loading.data_manager import Augmenter from ..models import AbstractNetwork @@ -53,6 +53,9 @@ def __init__(self, metric_keys=None, convert_batch_to_npy_fn=lambda x: x, val_freq=1, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, **kwargs ): """ @@ -95,7 +98,7 @@ def __init__(self, logging_type : str or callable the type of logging. If string: it must be one of ["visdom", "tensorboardx"] - If callable: it must be a logging handler class + If callable: it must be a logging handler backend class logging_kwargs : dict dictionary containing all logging keyword arguments fold : int @@ -117,6 +120,27 @@ def __init__(self, model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : Additional keyword arguments @@ -150,9 +174,10 @@ def __init__(self, self.stop_training = False self.save_freq = save_freq self.metric_keys = metric_keys - self._logger_name = None - self._reinitialize_logging(logging_type, logging_kwargs) + self._reinitialize_logging(logging_type, logging_kwargs, + logging_callback_cls, logging_frequencies, + logging_reduce_types) self._tqdm_desc = "Validate" self.val_freq = val_freq self._global_iter_num = 1 @@ -365,7 +390,8 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, losses.append(_losses) self._at_iter_end(epoch=epoch, iter_num=batch_nr, - data_dict={**batch, **preds}) + data_dict={**batch, **preds}, metrics={**metrics, + **losses}) batchgen._finish() @@ -465,84 +491,77 @@ def reduce_fn(batch): val_metric_keys[k] = v - with LoggingContext(self._logger_name): + for epoch in range(self.start_epoch, num_epochs + 1): - for epoch in range(self.start_epoch, num_epochs + 1): + self._at_epoch_begin(metrics_val, val_score_key, epoch, + num_epochs) - self._at_epoch_begin(metrics_val, val_score_key, epoch, - num_epochs) + batch_gen_train = datamgr_train.get_batchgen(seed=epoch) - batch_gen_train = datamgr_train.get_batchgen(seed=epoch) + # train single network epoch + train_metrics, train_losses = self._train_single_epoch( + batch_gen_train, epoch, verbose=verbose) - # train single network epoch - train_metrics, train_losses = self._train_single_epoch( - batch_gen_train, epoch, verbose=verbose) + total_metrics = { + **train_metrics, + **train_losses} - total_metrics = { - **train_metrics, - **train_losses} + # validate network + if datamgr_valid is not None and (epoch % self.val_freq == 0): + # next must be called here because self.predict_data_mgr + # returns a generator (of size 1) and we want to get the + # first (and only) item + val_metrics = next( + self.predict_data_mgr_cache_metrics_only( + datamgr_valid, datamgr_valid.batch_size, + metrics=val_metric_fns, + metric_keys=val_metric_keys, + verbose=verbose)) - # validate network - if datamgr_valid is not None and (epoch % self.val_freq == 0): - # next must be called here because self.predict_data_mgr - # returns a generator (of size 1) and we want to get the - # first (and only) item - val_metrics = next( - self.predict_data_mgr_cache_metrics_only( - datamgr_valid, datamgr_valid.batch_size, - metrics=val_metric_fns, - metric_keys=val_metric_keys, - verbose=verbose)) + total_metrics.update(val_metrics) + _, total_metrics = self._convert_to_npy_fn(**total_metrics) - total_metrics.update(val_metrics) - _, total_metrics = self._convert_to_npy_fn(**total_metrics) + for k, v in total_metrics.items(): + total_metrics[k] = reduce_fn(v) - for k, v in total_metrics.items(): - total_metrics[k] = reduce_fn(v) + # check if metric became better + if val_score_key is not None: + if val_score_key not in total_metrics: + if "val_" + val_score_key not in total_metrics: + logger.warning( + "val_score_key '%s' not a valid key for \ + validation metrics" % + str(val_score_key)) - # check if metric became better - if val_score_key is not None: - if val_score_key not in total_metrics: - if "val_" + val_score_key not in total_metrics: - logger.warning( - "val_score_key '%s' not a valid key for \ - validation metrics" % - str(val_score_key)) + new_val_score = best_val_score - new_val_score = best_val_score - - else: - new_val_score = \ - total_metrics["val_" + val_score_key] - val_score_key = "val_" + val_score_key else: - new_val_score = total_metrics.get(val_score_key) - - if new_val_score != best_val_score: - is_best = self._is_better_val_scores( - best_val_score, new_val_score, val_score_mode) + new_val_score = \ + total_metrics["val_" + val_score_key] + val_score_key = "val_" + val_score_key + else: + new_val_score = total_metrics.get(val_score_key) - # set best_val_score to new_val_score if is_best - if is_best: - best_val_score = new_val_score + if new_val_score != best_val_score: + is_best = self._is_better_val_scores( + best_val_score, new_val_score, val_score_mode) - if is_best and verbose: - logging.info("New Best Value at Epoch %03d : %03.3f" % - (epoch, best_val_score)) + # set best_val_score to new_val_score if is_best + if is_best: + best_val_score = new_val_score - # log metrics and loss values - for key, val in total_metrics.items(): - log({"value": {"scalar_value": val, "tag": key - }}) + if is_best and verbose: + logging.info("New Best Value at Epoch %03d : %03.3f" % + (epoch, best_val_score)) - self._at_epoch_end(total_metrics, val_score_key, epoch, - is_best) + self._at_epoch_end(total_metrics, val_score_key, epoch, + is_best) - is_best = False + is_best = False - # stop training (might be caused by early stopping) - if self.stop_training: - break + # stop training (might be caused by early stopping) + if self.stop_training: + break return self._at_training_end() @@ -707,14 +726,47 @@ def name(self): return os.path.basename(os.path.dirname(os.path.dirname( os.path.dirname(self.save_path)))) - def _reinitialize_logging(self, logging_type, logging_kwargs: dict): - from delira.logging import TensorboardBackend, VisdomBackend, \ - BaseBackend, make_logger, register_logger, unregister_logger, \ - get_available_loggers + def _reinitialize_logging(self, logging_type, logging_kwargs: dict, + logging_callback_cls, logging_frequencies, + reduce_types): + """ + + Parameters + ---------- + logging_type : str or callable + the type of logging. If string: it must be one of + ["visdom", "tensorboardx"] + If callable: it must be a logging handler backend class + logging_kwargs : dict + dictionary containing all logging keyword arguments + logging_callback_cls : class + the callback class to create and register for logging + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. - for logger_name in get_available_loggers(): - if logger_name.startswith(self.name): - unregister_logger(logger_name) + """ + + from delira.logging import TensorboardBackend, VisdomBackend, \ + BaseBackend if isinstance(logging_type, str): if logging_type.lower() == "visdom": @@ -741,8 +793,8 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict): _logging_kwargs.update( { "logdir": - os.path.join(os.path.basename( - os.path.basename(self.save_path)), + os.path.join(os.path.dirname( + os.path.dirname(self.save_path)), "logs", "run_%02d" % self.fold), "level": 0}) @@ -760,13 +812,11 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict): level = _logging_kwargs.pop("level") - logger = make_logger(backend_cls(_logging_kwargs), - level=level) - - logger_name = self.name + "_run_%02d" % self.fold - register_logger(logger, logger_name) - - self._logger_name = logger_name + self.register_callback( + logging_callback_cls( + backend_cls(logging_kwargs), level=level, + logging_frequencies=logging_frequencies, + reduce_types=reduce_types)) @staticmethod def _search_for_prev_state(path, extensions=None): From a73640bfaff154c1871949bbb2a1a7d1d6f272de Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Thu, 1 Aug 2019 16:05:13 +0200 Subject: [PATCH 15/63] Add TODO --- delira/training/base_trainer.py | 1 + 1 file changed, 1 insertion(+) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 2e98a549..027d4cba 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -31,6 +31,7 @@ class BaseNetworkTrainer(Predictor): "output_device", "_callbacks"] + # TODO: Add new logging arguments to other trainers! def __init__(self, network: AbstractNetwork, save_path: str, From ec7d7c6621666dd2591eb849dc00a63997fb8f19 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Thu, 1 Aug 2019 14:12:52 +0000 Subject: [PATCH 16/63] PEP-8 Auto-Fix --- delira/training/callbacks/logging_callback.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/delira/training/callbacks/logging_callback.py b/delira/training/callbacks/logging_callback.py index f9ea18e6..b9012cd3 100644 --- a/delira/training/callbacks/logging_callback.py +++ b/delira/training/callbacks/logging_callback.py @@ -8,6 +8,7 @@ class DefaultLoggingCallback(AbstractCallback): A default Logging backend which logs only the metrics; Should be subclassed for additional logging """ + def __init__(self, backend: BaseBackend, max_queue_size: int = None, logging_frequencies=None, reduce_types=None, level=logging.NOTSET): @@ -49,7 +50,7 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, logging_frequencies=logging_frequencies, reduce_types=reduce_types, level=level) - def at_iter_end(self, trainer, epoch=None, iter_num=None, data_dict=None, + def at_iter_end(self, trainer, epoch=None, iter_num=None, data_dict=None, **kwargs): """ Function logging the metrics at the end of each iteration From 4985d36d817a1494a4cd0cc71def802446a7bd41 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Sat, 3 Aug 2019 08:42:31 +0000 Subject: [PATCH 17/63] PEP-8 Auto-Fix --- delira/training/predictor.py | 1 - docs/conf.py | 2 +- 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/delira/training/predictor.py b/delira/training/predictor.py index 8f028fdc..6dba2558 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -31,7 +31,6 @@ def __init__( convert_batch_to_npy_fn=convert_batch_to_numpy_identity, prepare_batch_fn=lambda x: x, callbacks=None, **kwargs): - """ Parameters diff --git a/docs/conf.py b/docs/conf.py index ab17168f..8055de7a 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -12,13 +12,13 @@ # add these directories to sys.path here. If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. # +from delira._version import get_versions import os import sys import re # source code directory, relative to this file, for sphinx-build sys.path.insert(0, os.path.join(os.path.dirname(__file__), os.path.pardir)) -from delira._version import get_versions # -- Project information ----------------------------------------------------- From 84b9db037508229415120d38b40b6349949ddcc7 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 3 Aug 2019 10:44:44 +0200 Subject: [PATCH 18/63] Add missing arguments to all trainers --- delira/training/backends/chainer/trainer.py | 66 ++++++++++++++--- delira/training/backends/sklearn/trainer.py | 70 ++++++++++++++++--- delira/training/backends/tf_eager/trainer.py | 37 +++++++++- delira/training/backends/tf_graph/trainer.py | 69 +++++++++++++++--- delira/training/backends/torch/trainer.py | 66 ++++++++++++++--- .../training/backends/torchscript/trainer.py | 53 +++++++++++--- 6 files changed, 310 insertions(+), 51 deletions(-) diff --git a/delira/training/backends/chainer/trainer.py b/delira/training/backends/chainer/trainer.py index ba2c1477..5cbcd6ab 100644 --- a/delira/training/backends/chainer/trainer.py +++ b/delira/training/backends/chainer/trainer.py @@ -1,5 +1,6 @@ from delira.training.backends.chainer.utils import convert_to_numpy from delira.training.backends.chainer.utils import create_optims_default +from delira.training.callbacks.logging_callback import DefaultLoggingCallback from delira.io.chainer import load_checkpoint, save_checkpoint from delira.models.backends.chainer import AbstractChainerNetwork, \ DataParallelChainerNetwork, \ @@ -46,6 +47,9 @@ def __init__(self, convert_batch_to_npy_fn=convert_to_numpy, mixed_precision=False, val_freq=1, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, ** kwargs): """ @@ -112,6 +116,27 @@ def __init__(self, trained model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : additional keyword arguments @@ -133,24 +158,45 @@ def __init__(self, if optimizer_params is None: optimizer_params = {} - super().__init__( - network, save_path, losses, optimizer_cls, optimizer_params, - train_metrics, val_metrics, lr_scheduler_cls, - lr_scheduler_params, gpu_ids, save_freq, optim_fn, key_mapping, - logging_type, logging_kwargs, fold, callbacks, start_epoch, - metric_keys, convert_batch_to_npy_fn, val_freq) + super().__init__(network=network, + save_path=save_path, + losses=losses, + optimizer_cls=optimizer_cls, + optimizer_params=optimizer_params, + train_metrics=train_metrics, + val_metrics=val_metrics, + lr_scheduler_cls=lr_scheduler_cls, + lr_scheduler_params=lr_scheduler_params, + gpu_ids=gpu_ids, + save_freq=save_freq, + optim_fn=optim_fn, + key_mapping=key_mapping, + logging_type=logging_type, + logging_kwargs=logging_kwargs, + fold=fold, + callbacks=callbacks, + start_epoch=start_epoch, + metric_keys=metric_keys, + convert_batch_to_npy_fn=convert_batch_to_npy_fn, + val_freq=val_freq, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, + **kwargs + ) self._setup(network, optim_fn, optimizer_cls, optimizer_params, lr_scheduler_cls, lr_scheduler_params, gpu_ids, key_mapping, convert_batch_to_npy_fn, - mixed_precision) + mixed_precision, callbacks) for key, val in kwargs.items(): setattr(self, key, val) def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, lr_scheduler_cls, lr_scheduler_params, gpu_ids, - key_mapping, convert_batch_to_npy_fn, mixed_precision): + key_mapping, convert_batch_to_npy_fn, mixed_precision, + callbacks): """ Defines the Trainers Setup @@ -174,6 +220,8 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, function converting a batch-tensor to numpy mixed_precision : bool whether to use mixed precision or not (False per default) + callbacks : list + initial callbacks to register """ @@ -182,7 +230,7 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, super()._setup(network, None, lr_scheduler_params, gpu_ids, key_mapping, convert_batch_to_npy_fn, - network.prepare_batch) + network.prepare_batch, callbacks) if mixed_precision: # enable chainer mixed precision globally diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index d8ec7c83..de94bb29 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -1,11 +1,13 @@ from delira.training.backends.sklearn.utils import create_optims_default -from delira.training.utils import convert_to_numpy_identity as convert_to_numpy +from delira.training.utils import convert_to_numpy_identity as \ + convert_to_numpy from delira.training.base_trainer import BaseNetworkTrainer from delira.io.sklearn import save_checkpoint, load_checkpoint from delira.models.backends.sklearn import SklearnEstimator from delira.data_loading import BaseDataManager from delira.data_loading.sampler import RandomSampler, \ RandomSamplerNoReplacement +from delira.training.callbacks.logging_callback import DefaultLoggingCallback import os import logging import numpy as np @@ -40,6 +42,9 @@ def __init__(self, metric_keys=None, convert_batch_to_npy_fn=convert_to_numpy, val_freq=1, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, ** kwargs): """ @@ -88,6 +93,27 @@ def __init__(self, model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : additional keyword arguments @@ -101,21 +127,41 @@ def __init__(self, val_metrics = {} if train_metrics is None: train_metrics = {} - - super().__init__( - estimator, save_path, {}, None, {}, - train_metrics, val_metrics, None, - {}, [], save_freq, None, key_mapping, - logging_type, logging_kwargs, fold, callbacks, start_epoch, - metric_keys, convert_batch_to_npy_fn, val_freq) + super().__init__(network=estimator, + save_path=save_path, + losses={}, + optimizer_cls=None, + optimizer_params={}, + train_metrics=train_metrics, + val_metrics=val_metrics, + lr_scheduler_cls=None, + lr_scheduler_params={}, + gpu_ids=[], + save_freq=save_freq, + optim_fn=create_optims_default, + key_mapping=key_mapping, + logging_type=logging_type, + logging_kwargs=logging_kwargs, + fold=fold, + callbacks=callbacks, + start_epoch=start_epoch, + metric_keys=metric_keys, + convert_batch_to_npy_fn=convert_batch_to_npy_fn, + val_freq=val_freq, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, + **kwargs + ) self._setup(estimator, - key_mapping, convert_batch_to_npy_fn) + key_mapping, convert_batch_to_npy_fn, callbacks) for key, val in kwargs.items(): setattr(self, key, val) - def _setup(self, estimator, key_mapping, convert_batch_to_npy_fn): + def _setup(self, estimator, key_mapping, convert_batch_to_npy_fn, + callbacks): """ Defines the Trainers Setup @@ -131,6 +177,8 @@ def _setup(self, estimator, key_mapping, convert_batch_to_npy_fn): be ``{'x': 'data'}`` convert_batch_to_npy_fn : type function converting a batch-tensor to numpy + callbacks : list + initial callbacks to register """ @@ -138,7 +186,7 @@ def _setup(self, estimator, key_mapping, convert_batch_to_npy_fn): super()._setup(estimator, None, {}, [], key_mapping, convert_batch_to_npy_fn, - estimator.prepare_batch) + estimator.prepare_batch, callbacks) # Load latest epoch file if available if os.path.isdir(self.save_path): diff --git a/delira/training/backends/tf_eager/trainer.py b/delira/training/backends/tf_eager/trainer.py index d65177f9..60c6eb9b 100644 --- a/delira/training/backends/tf_eager/trainer.py +++ b/delira/training/backends/tf_eager/trainer.py @@ -4,6 +4,8 @@ from delira.io.tf import save_checkpoint_eager, load_checkpoint_eager from delira.models.backends.tf_eager import AbstractTfEagerNetwork, \ DataParallelTfEagerNetwork + +from delira.training.callbacks.logging_callback import DefaultLoggingCallback import logging import os from functools import partial @@ -36,6 +38,9 @@ def __init__(self, metric_keys=None, convert_batch_to_npy_fn=convert_to_numpy, val_freq=1, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, **kwargs): """ @@ -98,6 +103,27 @@ def __init__(self, model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : Additional keyword arguments @@ -143,19 +169,22 @@ def __init__(self, metric_keys=metric_keys, convert_batch_to_npy_fn=convert_batch_to_npy_fn, val_freq=val_freq, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, **kwargs ) self._setup(network, optim_fn, optimizer_cls, optimizer_params, lr_scheduler_cls, lr_scheduler_params, - key_mapping, convert_batch_to_npy_fn, gpu_ids) + key_mapping, convert_batch_to_npy_fn, gpu_ids, callbacks) for key, val in kwargs.items(): setattr(self, key, val) def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, lr_scheduler_cls, lr_scheduler_params, key_mapping, - convert_batch_to_npy_fn, gpu_ids): + convert_batch_to_npy_fn, gpu_ids, callbacks): """ Defines the Trainers Setup @@ -177,6 +206,8 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, the identity function gpu_ids : list list containing ids of GPUs to use; if empty: use cpu instead + callbacks : list + initial callbacks to register Raises ------ @@ -207,7 +238,7 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, super()._setup(network, lr_scheduler_cls, lr_scheduler_params, gpu_ids, key_mapping, convert_batch_to_npy_fn, - network.prepare_batch) + network.prepare_batch, callbacks) self._prepare_batch = partial(self._prepare_batch, input_device=self.input_device, output_device=self.output_device) diff --git a/delira/training/backends/tf_graph/trainer.py b/delira/training/backends/tf_graph/trainer.py index 9f38ae44..98d34c95 100644 --- a/delira/training/backends/tf_graph/trainer.py +++ b/delira/training/backends/tf_graph/trainer.py @@ -1,7 +1,9 @@ from delira.training.backends.tf_graph.utils import initialize_uninitialized from delira.training.backends.tf_eager.utils import create_optims_default -from delira.training.utils import convert_to_numpy_identity as convert_to_numpy +from delira.training.utils import convert_to_numpy_identity \ + as convert_to_numpy from delira.training.base_trainer import BaseNetworkTrainer +from delira.training.callbacks.logging_callback import DefaultLoggingCallback from delira.io.tf import load_checkpoint, save_checkpoint from delira.models.backends.tf_graph import AbstractTfGraphNetwork import os @@ -47,6 +49,9 @@ def __init__(self, metric_keys=None, convert_batch_to_npy_fn=convert_to_numpy, val_freq=1, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, **kwargs ): """ @@ -110,6 +115,27 @@ def __init__(self, model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : Additional keyword arguments @@ -131,23 +157,43 @@ def __init__(self, if callbacks is None: callbacks = [] - super().__init__( - network, save_path, losses, optimizer_cls, optimizer_params, - train_metrics, val_metrics, lr_scheduler_cls, lr_scheduler_params, - gpu_ids, save_freq, optim_fn, key_mapping, logging_type, - logging_kwargs, fold, callbacks, start_epoch, metric_keys, - convert_batch_to_npy_fn, val_freq) + super().__init__(network=network, + save_path=save_path, + losses=losses, + optimizer_cls=optimizer_cls, + optimizer_params=optimizer_params, + train_metrics=train_metrics, + val_metrics=val_metrics, + lr_scheduler_cls=lr_scheduler_cls, + lr_scheduler_params=lr_scheduler_params, + gpu_ids=gpu_ids, + save_freq=save_freq, + optim_fn=optim_fn, + key_mapping=key_mapping, + logging_type=logging_type, + logging_kwargs=logging_kwargs, + fold=fold, + callbacks=callbacks, + start_epoch=start_epoch, + metric_keys=metric_keys, + convert_batch_to_npy_fn=convert_batch_to_npy_fn, + val_freq=val_freq, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, + **kwargs + ) self._setup(network, optim_fn, optimizer_cls, optimizer_params, lr_scheduler_cls, lr_scheduler_params, - key_mapping, convert_batch_to_npy_fn, gpu_ids) + key_mapping, convert_batch_to_npy_fn, gpu_ids, callbacks) for key, val in kwargs.items(): setattr(self, key, val) def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, lr_scheduler_cls, lr_scheduler_params, key_mapping, - convert_batch_to_npy_fn, gpu_ids): + convert_batch_to_npy_fn, gpu_ids, callbacks): """ Defines the Trainers Setup @@ -169,6 +215,8 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, the identity function gpu_ids : list list containing ids of GPUs to use; if empty: use cpu instead + callbacks : list + initial callbacks to register Raises ------ @@ -205,7 +253,8 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, self.optimizers = optim_fn(optimizer_cls, **optimizer_params) super()._setup(network, lr_scheduler_cls, lr_scheduler_params, gpu_ids, - key_mapping, convert_batch_to_npy_fn, lambda x: x) + key_mapping, convert_batch_to_npy_fn, lambda x: x, + callbacks) self.use_gpu = True diff --git a/delira/training/backends/torch/trainer.py b/delira/training/backends/torch/trainer.py index eebe207a..824f4f10 100644 --- a/delira/training/backends/torch/trainer.py +++ b/delira/training/backends/torch/trainer.py @@ -13,6 +13,7 @@ from delira.training.backends.torch.utils import create_optims_default from delira.training.backends.torch.utils import convert_to_numpy +from delira.training.callbacks.logging_callback import DefaultLoggingCallback logger = logging.getLogger(__name__) @@ -60,6 +61,9 @@ def __init__(self, "num_losses": 1, "verbosity": 1}, val_freq=1, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, ** kwargs): """ @@ -166,12 +170,32 @@ def __init__(self, loss scale for all of them; default: 1 verbosity : int Set to 0 to suppress Amp-related output; default: 1 - val_freq : int validation frequency specifying how often to validate the trained model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : additional keyword arguments @@ -192,17 +216,37 @@ def __init__(self, if optimizer_params is None: optimizer_params = {} - super().__init__( - network, save_path, losses, optimizer_cls, optimizer_params, - train_metrics, val_metrics, lr_scheduler_cls, - lr_scheduler_params, gpu_ids, save_freq, optim_fn, key_mapping, - logging_type, logging_kwargs, fold, callbacks, start_epoch, - metric_keys, convert_batch_to_npy_fn, val_freq) + super().__init__(network=network, + save_path=save_path, + losses=losses, + optimizer_cls=optimizer_cls, + optimizer_params=optimizer_params, + train_metrics=train_metrics, + val_metrics=val_metrics, + lr_scheduler_cls=lr_scheduler_cls, + lr_scheduler_params=lr_scheduler_params, + gpu_ids=gpu_ids, + save_freq=save_freq, + optim_fn=optim_fn, + key_mapping=key_mapping, + logging_type=logging_type, + logging_kwargs=logging_kwargs, + fold=fold, + callbacks=callbacks, + start_epoch=start_epoch, + metric_keys=metric_keys, + convert_batch_to_npy_fn=convert_batch_to_npy_fn, + val_freq=val_freq, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, + **kwargs + ) self._setup(network, optim_fn, optimizer_cls, optimizer_params, lr_scheduler_cls, lr_scheduler_params, gpu_ids, key_mapping, convert_batch_to_npy_fn, - mixed_precision, mixed_precision_kwargs) + mixed_precision, mixed_precision_kwargs, callbacks) for key, val in kwargs.items(): setattr(self, key, val) @@ -210,7 +254,7 @@ def __init__(self, def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, lr_scheduler_cls, lr_scheduler_params, gpu_ids, key_mapping, convert_batch_to_npy_fn, mixed_precision, - mixed_precision_kwargs): + mixed_precision_kwargs, callbacks): """ Defines the Trainers Setup @@ -236,6 +280,8 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, whether to use mixed precision or not (False per default) mixed_precision_kwargs : dict additional keyword arguments for mixed precision + callbacks : list + initial callbacks to register """ @@ -244,7 +290,7 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, super()._setup(network, lr_scheduler_cls, lr_scheduler_params, gpu_ids, key_mapping, convert_batch_to_npy_fn, - network.prepare_batch) + network.prepare_batch, callbacks) # Load latest epoch file if available if os.path.isdir(self.save_path): diff --git a/delira/training/backends/torchscript/trainer.py b/delira/training/backends/torchscript/trainer.py index 8aa3be32..d90eea80 100644 --- a/delira/training/backends/torchscript/trainer.py +++ b/delira/training/backends/torchscript/trainer.py @@ -10,6 +10,8 @@ from delira.training.backends.torch.utils import convert_to_numpy from delira.training.backends.torch.utils import create_optims_default +from delira.training.callbacks.logging_callback import DefaultLoggingCallback + logger = logging.getLogger(__name__) @@ -38,6 +40,9 @@ def __init__(self, convert_batch_to_npy_fn=convert_to_numpy, criterions=None, val_freq=1, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, **kwargs): """ @@ -110,6 +115,27 @@ def __init__(self, model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : additional keyword arguments @@ -139,22 +165,33 @@ def __init__(self, "Switching to use only the first GPU " "for now...") - super().__init__(network=network, save_path=save_path, - key_mapping=key_mapping, losses=losses, + super().__init__(network=network, + save_path=save_path, + losses=losses, optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, train_metrics=train_metrics, val_metrics=val_metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, - gpu_ids=gpu_ids, save_freq=save_freq, - optim_fn=optim_fn, logging_type=logging_type, - logging_kwargs=logging_kwargs, fold=fold, + gpu_ids=gpu_ids, + save_freq=save_freq, + optim_fn=optim_fn, + key_mapping=key_mapping, + logging_type=logging_type, + logging_kwargs=logging_kwargs, + fold=fold, callbacks=callbacks, - start_epoch=start_epoch, metric_keys=metric_keys, + start_epoch=start_epoch, + metric_keys=metric_keys, convert_batch_to_npy_fn=convert_batch_to_npy_fn, - mixed_precision=False, mixed_precision_kwargs={}, - criterions=criterions, val_freq=val_freq, **kwargs + val_freq=val_freq, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, + mixed_precision=False, + mixed_precision_kwargs={}, + **kwargs ) def save_state(self, file_name, epoch, **kwargs): From c33d78202fe4ee41929729f33a567d587f78b363 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 31 Jul 2019 11:38:20 +0200 Subject: [PATCH 19/63] Move Metric calculation outside closure --- delira/models/abstract_network.py | 12 +-- .../backends/chainer/abstract_network.py | 50 +++-------- .../backends/sklearn/abstract_network.py | 15 +--- .../backends/tf_eager/abstract_network.py | 61 +++++++------ .../backends/tf_graph/abstract_network.py | 34 +------- .../models/backends/torch/abstract_network.py | 56 ++---------- .../backends/torchscript/abstract_network.py | 56 ++---------- delira/training/backends/chainer/trainer.py | 19 ++--- delira/training/backends/sklearn/trainer.py | 69 +++++++-------- delira/training/backends/tf_eager/trainer.py | 19 ++--- delira/training/backends/tf_graph/trainer.py | 19 ++--- delira/training/backends/torch/trainer.py | 19 ++--- .../training/backends/torchscript/trainer.py | 19 ++--- delira/training/base_experiment.py | 4 +- delira/training/base_trainer.py | 80 ++++++------------ .../_static/class_hierarchy/delira_coarse.png | Bin 0 -> 250033 bytes docs/_static/class_hierarchy/delira_fine.png | Bin 0 -> 3766828 bytes tests/training/backends/test_chainer.py | 2 +- tests/training/backends/test_sklearn.py | 2 +- tests/training/backends/test_tf_eager.py | 2 +- tests/training/backends/test_tf_graph.py | 2 +- tests/training/backends/test_torch.py | 2 +- tests/training/backends/test_torchscript.py | 2 +- 23 files changed, 171 insertions(+), 373 deletions(-) create mode 100644 docs/_static/class_hierarchy/delira_coarse.png create mode 100644 docs/_static/class_hierarchy/delira_fine.png diff --git a/delira/models/abstract_network.py b/delira/models/abstract_network.py index 9b927176..04e8a5f8 100755 --- a/delira/models/abstract_network.py +++ b/delira/models/abstract_network.py @@ -51,8 +51,8 @@ def __call__(self, *args, **kwargs): @staticmethod @abc.abstractmethod - def closure(model, data_dict: dict, optimizers: dict, losses=None, - metrics=None, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ Function which handles prediction from batch, logging, loss calculation and optimizer step @@ -67,8 +67,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses=None, dictionary containing all optimizers to perform parameter update losses : dict Functions or classes to calculate losses - metrics : dict - Functions or classes to calculate other metrics fold : int Current Fold in Crossvalidation (default: 0) kwargs : dict @@ -76,8 +74,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses=None, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses) dict @@ -89,10 +85,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses=None, If not overwritten by subclass """ - if losses is None: - losses = {} - if metrics is None: - metrics = {} raise NotImplementedError() @staticmethod diff --git a/delira/models/backends/chainer/abstract_network.py b/delira/models/backends/chainer/abstract_network.py index 139d130b..a6aa9838 100644 --- a/delira/models/backends/chainer/abstract_network.py +++ b/delira/models/backends/chainer/abstract_network.py @@ -109,8 +109,8 @@ def prepare_batch(batch: dict, input_device, output_device): return new_batch @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -127,8 +127,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -136,8 +134,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses; will always be empty here) @@ -149,41 +145,19 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, "Criterion dict cannot be emtpy, if optimizers are passed" loss_vals = {} - metric_vals = {} total_loss = 0 - inputs = data_dict.pop("data") + inputs = data_dict["data"] preds = model(inputs) - if data_dict: - - for key, crit_fn in losses.items(): - _loss_val = crit_fn(preds["pred"], *data_dict.values()) - loss_vals[key] = _loss_val.item() - total_loss += _loss_val - - with chainer.using_config("train", False): - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn( - preds["pred"], data_dict["label"]).item() - - if optimizers: - model.cleargrads() - total_loss.backward() - optimizers['default'].update() - - else: - - # add prefix "val" in validation mode - eval_loss_vals, eval_metrics_vals = {}, {} - for key in loss_vals.keys(): - eval_loss_vals["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics_vals["val_" + str(key)] = metric_vals[key] + for key, crit_fn in losses.items(): + _loss_val = crit_fn(preds["pred"], *data_dict.values()) + loss_vals[key] = _loss_val.item() + total_loss += _loss_val - loss_vals = eval_loss_vals - metric_vals = eval_metrics_vals + model.cleargrads() + total_loss.backward() + optimizers['default'].update() - return metric_vals, loss_vals, {k: v.unchain() - for k, v in preds.items()} + return loss_vals, {k: v.unchain() + for k, v in preds.items()} diff --git a/delira/models/backends/sklearn/abstract_network.py b/delira/models/backends/sklearn/abstract_network.py index dbb434ec..9ae75c99 100644 --- a/delira/models/backends/sklearn/abstract_network.py +++ b/delira/models/backends/sklearn/abstract_network.py @@ -103,8 +103,8 @@ def prepare_batch(batch: dict, input_device, output_device): return new_batch @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -121,8 +121,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -130,8 +128,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses; will always be empty here) @@ -156,9 +152,4 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, preds = model(data_dict.pop("X")) - metric_vals = {} - - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn(preds["pred"], **data_dict) - - return metric_vals, {}, preds + return {}, preds diff --git a/delira/models/backends/tf_eager/abstract_network.py b/delira/models/backends/tf_eager/abstract_network.py index 0515f8cb..2ceacb00 100644 --- a/delira/models/backends/tf_eager/abstract_network.py +++ b/delira/models/backends/tf_eager/abstract_network.py @@ -109,10 +109,40 @@ def prepare_batch(batch: dict, input_device, output_device): @staticmethod def closure(model, data_dict: dict, - optimizers: typing.Dict[str, tf.train.Optimizer], losses={}, - metrics={}, fold=0, **kwargs): + optimizers: typing.Dict[str, tf.train.Optimizer], losses: dict, + fold=0, **kwargs): + """ + default closure method to do a single training step; + Could be overwritten for more advanced models + + Parameters + ---------- + model : :class:`SkLearnEstimator` + trainable model + data_dict : dict + dictionary containing the data + optimizers : dict + dictionary of optimizers to optimize model's parameters; + ignored here, just passed for compatibility reasons + losses : dict + dict holding the losses to calculate errors; + ignored here, just passed for compatibility reasons + fold : int + Current Fold in Crossvalidation (default: 0) + **kwargs: + additional keyword arguments + + Returns + ------- + dict + Loss values (with same keys as input dict losses; will always + be empty here) + dict + dictionary containing all predictions + + """ - loss_vals, metric_vals = {}, {} + loss_vals = {} # calculate loss with graph created by gradient taping with tf.GradientTape() as tape: @@ -131,25 +161,8 @@ def closure(model, data_dict: dict, grads = tape.gradient(total_loss, model.trainable_variables) - for k, metric_fn in metrics.items(): - metric_vals[k] = metric_fn( - preds["pred"], - data_dict["label"]).numpy() - - if optimizers: - # perform optimization step - optimizers["default"].apply_gradients( - zip(grads, model.trainable_variables)) - else: - # add prefix "val" in validation mode - eval_losses, eval_metrics = {}, {} - for key in loss_vals.keys(): - eval_losses["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics["val_" + str(key)] = metric_vals[key] - - loss_vals = eval_losses - metric_vals = eval_metrics + # perform optimization step + optimizers["default"].apply_gradients( + zip(grads, model.trainable_variables)) - return metric_vals, loss_vals, preds + return loss_vals, preds diff --git a/delira/models/backends/tf_graph/abstract_network.py b/delira/models/backends/tf_graph/abstract_network.py index ecb434e5..1c5a87a5 100644 --- a/delira/models/backends/tf_graph/abstract_network.py +++ b/delira/models/backends/tf_graph/abstract_network.py @@ -167,8 +167,8 @@ def prepare_batch(batch: dict, input_device, output_device): return {k: v.astype(np.float32) for k, v in batch.items()} @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -185,8 +185,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -194,8 +192,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses; will always be empty here) @@ -203,32 +199,10 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, dictionary containing all predictions """ - loss_vals = {} - metric_vals = {} inputs = data_dict.pop('data') outputs = model.run(data=inputs, label=data_dict['label']) - preds = outputs['pred'] - losses = outputs['losses'] - - for key, loss_val in losses.items(): - loss_vals[key] = loss_val - - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn( - preds, data_dict["label"]) - - if not model.training: - # add prefix "val" in validation mode - eval_loss_vals, eval_metrics_vals = {}, {} - for key in loss_vals.keys(): - eval_loss_vals["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics_vals["val_" + str(key)] = metric_vals[key] - - loss_vals = eval_loss_vals - metric_vals = eval_metrics_vals + loss_vals = outputs['losses'] - return metric_vals, loss_vals, outputs + return loss_vals, outputs diff --git a/delira/models/backends/torch/abstract_network.py b/delira/models/backends/torch/abstract_network.py index 733cbf4b..6ed1b98c 100644 --- a/delira/models/backends/torch/abstract_network.py +++ b/delira/models/backends/torch/abstract_network.py @@ -97,8 +97,8 @@ def prepare_batch(batch: dict, input_device, output_device): return return_dict @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ closure method to do a single backpropagation step @@ -113,8 +113,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors (gradients from different losses will be accumulated) - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -122,35 +120,17 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses) - list - Arbitrary number of predictions as torch.Tensor - - Raises - ------ - AssertionError - if optimizers or losses are empty or the optimizers are not - specified - """ + dict + Arbitrary number of predictions as numpy array - assert (optimizers and losses) or not optimizers, \ - "Criterion dict cannot be emtpy, if optimizers are passed" + """ loss_vals = {} - metric_vals = {} total_loss = 0 - # choose suitable context manager: - if optimizers: - context_man = torch.enable_grad - - else: - context_man = torch.no_grad - - with context_man(): + with torch.enable_grad(): # predict inputs = data_dict.pop("data") @@ -162,31 +142,11 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, loss_vals[key] = _loss_val.item() total_loss += _loss_val - # calculate metrics - with torch.no_grad(): - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn( - preds["pred"], data_dict["label"]).item() - - if optimizers: optimizers['default'].zero_grad() # perform loss scaling via apex if half precision is enabled with scale_loss(total_loss, optimizers["default"]) as scaled_loss: scaled_loss.backward() optimizers['default'].step() - else: - - # add prefix "val" in validation mode - eval_loss_vals, eval_metrics_vals = {}, {} - for key in loss_vals.keys(): - eval_loss_vals["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics_vals["val_" + str(key)] = metric_vals[key] - - loss_vals = eval_loss_vals - metric_vals = eval_metrics_vals - - return metric_vals, loss_vals, {k: v.detach() - for k, v in preds.items()} + return loss_vals, {k: v.detach() + for k, v in preds.items()} diff --git a/delira/models/backends/torchscript/abstract_network.py b/delira/models/backends/torchscript/abstract_network.py index 276e94df..66674d9e 100644 --- a/delira/models/backends/torchscript/abstract_network.py +++ b/delira/models/backends/torchscript/abstract_network.py @@ -81,8 +81,8 @@ def prepare_batch(batch: dict, input_device, output_device): return return_dict @staticmethod - def closure(model, data_dict: dict, optimizers: dict, losses={}, - metrics={}, fold=0, **kwargs): + def closure(model, data_dict: dict, optimizers: dict, losses: dict, + fold=0, **kwargs): """ closure method to do a single backpropagation step @@ -97,8 +97,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, losses : dict dict holding the losses to calculate errors (gradients from different losses will be accumulated) - metrics : dict - dict holding the metrics to calculate fold : int Current Fold in Crossvalidation (default: 0) **kwargs: @@ -106,35 +104,17 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, Returns ------- - dict - Metric values (with same keys as input dict metrics) dict Loss values (with same keys as input dict losses) - list - Arbitrary number of predictions as torch.Tensor - - Raises - ------ - AssertionError - if optimizers or losses are empty or the optimizers are not - specified - """ + dict + Arbitrary number of predictions as numpy array - assert (optimizers and losses) or not optimizers, \ - "Criterion dict cannot be emtpy, if optimizers are passed" + """ loss_vals = {} - metric_vals = {} total_loss = 0 - # choose suitable context manager: - if optimizers: - context_man = torch.enable_grad - - else: - context_man = torch.no_grad - - with context_man(): + with torch.enable_grad(): # predict inputs = data_dict.pop("data") @@ -146,30 +126,10 @@ def closure(model, data_dict: dict, optimizers: dict, losses={}, loss_vals[key] = _loss_val.item() total_loss += _loss_val - # calculate metrics - with torch.no_grad(): - for key, metric_fn in metrics.items(): - metric_vals[key] = metric_fn( - preds["pred"], data_dict["label"]).item() - - if optimizers: optimizers['default'].zero_grad() # apex does not yet support torchscript total_loss.backward() optimizers['default'].step() - else: - - # add prefix "val" in validation mode - eval_loss_vals, eval_metrics_vals = {}, {} - for key in loss_vals.keys(): - eval_loss_vals["val_" + str(key)] = loss_vals[key] - - for key in metric_vals: - eval_metrics_vals["val_" + str(key)] = metric_vals[key] - - loss_vals = eval_loss_vals - metric_vals = eval_metrics_vals - - return metric_vals, loss_vals, {k: v.detach() - for k, v in preds.items()} + return loss_vals, {k: v.detach() + for k, v in preds.items()} diff --git a/delira/training/backends/chainer/trainer.py b/delira/training/backends/chainer/trainer.py index 5cbcd6ab..0fd6fc16 100644 --- a/delira/training/backends/chainer/trainer.py +++ b/delira/training/backends/chainer/trainer.py @@ -31,8 +31,7 @@ def __init__(self, losses=None, optimizer_cls=None, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -72,11 +71,8 @@ def __init__(self, choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on framework's tensor types) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -151,10 +147,8 @@ def __init__(self, gpu_ids = [] if lr_scheduler_params is None: lr_scheduler_params = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} + if metrics is None: + metrics = {} if optimizer_params is None: optimizer_params = {} @@ -163,8 +157,7 @@ def __init__(self, losses=losses, optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, - train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, gpu_ids=gpu_ids, diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index de94bb29..94cc0f44 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -31,8 +31,7 @@ def __init__(self, estimator: SklearnEstimator, save_path: str, key_mapping, - train_metrics=None, - val_metrics=None, + metrics=None, save_freq=1, logging_type="tensorboardx", logging_kwargs=None, @@ -60,11 +59,8 @@ def __init__(self, E.g. if a model accepts one input named 'x' and the data_dict contains one entry named 'data' this argument would have to be ``{'x': 'data'}`` - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on framework's tensor types) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) save_freq : int integer specifying how often to save the current model's state. @@ -123,36 +119,35 @@ def __init__(self, callbacks = [] if logging_kwargs is None: logging_kwargs = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} - super().__init__(network=estimator, - save_path=save_path, - losses={}, - optimizer_cls=None, - optimizer_params={}, - train_metrics=train_metrics, - val_metrics=val_metrics, - lr_scheduler_cls=None, - lr_scheduler_params={}, - gpu_ids=[], - save_freq=save_freq, - optim_fn=create_optims_default, - key_mapping=key_mapping, - logging_type=logging_type, - logging_kwargs=logging_kwargs, - fold=fold, - callbacks=callbacks, - start_epoch=start_epoch, - metric_keys=metric_keys, - convert_batch_to_npy_fn=convert_batch_to_npy_fn, - val_freq=val_freq, - logging_callback_cls=logging_callback_cls, - logging_frequencies=logging_frequencies, - logging_reduce_types=logging_reduce_types, - **kwargs - ) + + if metrics is None: + metrics = {} + + super().__init__(network=estimator, + save_path=save_path, + losses={}, + optimizer_cls=None, + optimizer_params={}, + metrics=metrics, + lr_scheduler_cls=None, + lr_scheduler_params={}, + gpu_ids=[], + save_freq=save_freq, + optim_fn=create_optims_default, + key_mapping=key_mapping, + logging_type=logging_type, + logging_kwargs=logging_kwargs, + fold=fold, + callbacks=callbacks, + start_epoch=start_epoch, + metric_keys=metric_keys, + convert_batch_to_npy_fn=convert_batch_to_npy_fn, + val_freq=val_freq, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, + **kwargs + ) self._setup(estimator, key_mapping, convert_batch_to_npy_fn, callbacks) diff --git a/delira/training/backends/tf_eager/trainer.py b/delira/training/backends/tf_eager/trainer.py index 60c6eb9b..f296256d 100644 --- a/delira/training/backends/tf_eager/trainer.py +++ b/delira/training/backends/tf_eager/trainer.py @@ -23,8 +23,7 @@ def __init__(self, losses: dict, optimizer_cls, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -62,11 +61,8 @@ def __init__(self, optimizer class implementing the optimization algorithm of choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on numpy arrays) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -138,10 +134,8 @@ def __init__(self, gpu_ids = [] if lr_scheduler_params is None: lr_scheduler_params = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} + if metrics is None: + metrics = {} if optimizer_params is None: optimizer_params = {} @@ -153,8 +147,7 @@ def __init__(self, losses=losses, optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, - train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, gpu_ids=gpu_ids, diff --git a/delira/training/backends/tf_graph/trainer.py b/delira/training/backends/tf_graph/trainer.py index 98d34c95..99d1cb47 100644 --- a/delira/training/backends/tf_graph/trainer.py +++ b/delira/training/backends/tf_graph/trainer.py @@ -34,8 +34,7 @@ def __init__(self, losses: dict, optimizer_cls, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -74,11 +73,8 @@ def __init__(self, optimizer class implementing the optimization algorithm of choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on numpy arrays) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -144,10 +140,8 @@ def __init__(self, if optimizer_params is None: optimizer_params = {} - if train_metrics is None: - train_metrics = {} - if val_metrics is None: - val_metrics = {} + if metrics is None: + metrics = {} if lr_scheduler_params is None: lr_scheduler_params = {} if gpu_ids is None: @@ -162,8 +156,7 @@ def __init__(self, losses=losses, optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, - train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, gpu_ids=gpu_ids, diff --git a/delira/training/backends/torch/trainer.py b/delira/training/backends/torch/trainer.py index 824f4f10..f5dadffd 100644 --- a/delira/training/backends/torch/trainer.py +++ b/delira/training/backends/torch/trainer.py @@ -36,8 +36,7 @@ def __init__(self, losses=None, optimizer_cls=None, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -86,11 +85,8 @@ def __init__(self, choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on framework's tensor types) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -209,10 +205,8 @@ def __init__(self, gpu_ids = [] if lr_scheduler_params is None: lr_scheduler_params = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} + if metrics is None: + metrics = {} if optimizer_params is None: optimizer_params = {} @@ -221,8 +215,7 @@ def __init__(self, losses=losses, optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, - train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, gpu_ids=gpu_ids, diff --git a/delira/training/backends/torchscript/trainer.py b/delira/training/backends/torchscript/trainer.py index d90eea80..564a67f7 100644 --- a/delira/training/backends/torchscript/trainer.py +++ b/delira/training/backends/torchscript/trainer.py @@ -24,8 +24,7 @@ def __init__(self, losses=None, optimizer_cls=None, optimizer_params=None, - train_metrics=None, - val_metrics=None, + metrics=None, lr_scheduler_cls=None, lr_scheduler_params=None, gpu_ids=None, @@ -65,11 +64,8 @@ def __init__(self, choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on framework's tensor types) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -149,10 +145,8 @@ def __init__(self, gpu_ids = [] if lr_scheduler_params is None: lr_scheduler_params = {} - if val_metrics is None: - val_metrics = {} - if train_metrics is None: - train_metrics = {} + if metrics is None: + metrics = {} if optimizer_params is None: optimizer_params = {} @@ -170,8 +164,7 @@ def __init__(self, losses=losses, optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, - train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, gpu_ids=gpu_ids, diff --git a/delira/training/base_experiment.py b/delira/training/base_experiment.py index 1e5797c1..d9b26a9e 100644 --- a/delira/training/base_experiment.py +++ b/delira/training/base_experiment.py @@ -205,7 +205,7 @@ def _setup_training(self, params, **kwargs): lr_scheduler_cls = training_params.nested_get("lr_sched_cls", None) lr_scheduler_params = training_params.nested_get("lr_sched_params", {}) - val_metrics = training_params.nested_get("val_metrics", {}) + metrics = training_params.nested_get("metrics", {}) # necessary for resuming training from a given path save_path = kwargs.pop("save_path", os.path.join( @@ -221,7 +221,7 @@ def _setup_training(self, params, **kwargs): optimizer_cls=optimizer_cls, optimizer_params=optimizer_params, train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, lr_scheduler_cls=lr_scheduler_cls, lr_scheduler_params=lr_scheduler_params, optim_fn=self._optim_builder, diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index f04e9691..fd05d3e1 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -3,11 +3,7 @@ import pickle import typing -from delira.data_loading.data_manager import Augmenter - -from delira.training.predictor import Predictor -from delira.training.callbacks import AbstractCallback -from delira.models import AbstractNetwork +from delira.utils.config import LookupConfig import numpy as np from tqdm import tqdm @@ -44,8 +40,7 @@ def __init__(self, losses: dict, optimizer_cls: type, optimizer_params: dict, - train_metrics: dict, - val_metrics: dict, + metrics: dict, lr_scheduler_cls: type, lr_scheduler_params: dict, gpu_ids: typing.List[int], @@ -79,11 +74,8 @@ def __init__(self, optimizer class implementing the optimization algorithm of choice optimizer_params : dict keyword arguments passed to optimizer during construction - train_metrics : dict, optional - metrics, which will be evaluated during train phase - (should work on numpy arrays) - val_metrics : dict, optional - metrics, which will be evaluated during test phase + metrics : dict, optional + metrics, which will be evaluated during train and validation phase (should work on numpy arrays) lr_scheduler_cls : Any learning rate schedule class: must implement step() method @@ -161,8 +153,7 @@ def __init__(self, assert isinstance(save_path, str) assert isinstance(losses, dict) assert isinstance(optimizer_params, dict) - assert isinstance(train_metrics, dict) - assert isinstance(val_metrics, dict) + assert isinstance(metrics, dict) assert isinstance(lr_scheduler_params, dict) assert isinstance(gpu_ids, list) @@ -176,8 +167,7 @@ def __init__(self, self.start_epoch = start_epoch self.save_path = save_path self.losses = losses - self.train_metrics = train_metrics - self.val_metrics = val_metrics + self.metrics = metrics self.stop_training = False self.save_freq = save_freq self.metric_keys = metric_keys @@ -245,7 +235,7 @@ def _at_training_end(self, *args, **kwargs): """ return self.module - def _at_epoch_begin(self, metrics_val, val_score_key, epoch, num_epochs, + def _at_epoch_begin(self, val_score_key, epoch, num_epochs, **kwargs): """ Defines behaviour at beginning of each epoch: Executes all callbacks's @@ -253,8 +243,6 @@ def _at_epoch_begin(self, metrics_val, val_score_key, epoch, num_epochs, Parameters ---------- - metrics_val : dict - validation metrics val_score_key : str validation score key epoch : int @@ -268,7 +256,7 @@ def _at_epoch_begin(self, metrics_val, val_score_key, epoch, num_epochs, # execute all callbacks for cb in self._callbacks: - self._update_state(cb.at_epoch_begin(self, val_metrics=metrics_val, + self._update_state(cb.at_epoch_begin(self, val_metrics={}, val_score_key=val_score_key, curr_epoch=epoch)) @@ -381,20 +369,22 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, data_dict = self._prepare_batch(batch) - _metrics, _losses, preds = self.closure_fn( - self.module, data_dict, - optimizers=self.optimizers, - losses=self.losses, - metrics=self.train_metrics, - fold=self.fold, - batch_nr=batch_nr) + _losses, _preds = self.closure_fn(self.module, data_dict, + optimizers=self.optimizers, + losses=self.losses, + fold=self.fold, + batch_nr=batch_nr) + _metrics = self.calc_metrics( + LookupConfig(config={**data_dict, **_preds}), + self.metrics, + self.metric_keys) metrics.append(_metrics) losses.append(_losses) self._at_iter_end(epoch=epoch, iter_num=batch_nr, - data_dict={**batch, **preds}, metrics={**metrics, - **losses}) + data_dict={**batch, **_preds}, + metrics={**metrics, **losses}) batchgen._finish() @@ -468,30 +458,11 @@ def reduce_fn(batch): else: raise ValueError("No valid reduce mode given") - metrics_val = {} - - val_metric_fns = {} - - for k, v in self.val_metrics.items(): - if not k.startswith("val_"): - k = "val_" + k - - val_metric_fns[k] = v - - if self.metric_keys is None: - val_metric_keys = None - - else: - val_metric_keys = {} - for k, v in self.metric_keys.items(): - if not k.startswith("val_"): - k = "val_" + k - - val_metric_keys[k] = v for epoch in range(self.start_epoch, num_epochs + 1): - self._at_epoch_begin(metrics_val, val_score_key, epoch, + + self._at_epoch_begin(val_score_key, epoch, num_epochs) batch_gen_train = datamgr_train.get_batchgen(seed=epoch) @@ -512,10 +483,13 @@ def reduce_fn(batch): val_metrics = next( self.predict_data_mgr_cache_metrics_only( datamgr_valid, datamgr_valid.batch_size, - metrics=val_metric_fns, - metric_keys=val_metric_keys, + metrics=self.metrics, + metric_keys=self.metric_keys, verbose=verbose)) + val_metrics = {"val_" + k: v + for k, v in val_metrics.items()} + total_metrics.update(val_metrics) _, total_metrics = self._convert_to_npy_fn(**total_metrics) @@ -800,7 +774,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict, if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type diff --git a/docs/_static/class_hierarchy/delira_coarse.png b/docs/_static/class_hierarchy/delira_coarse.png new file mode 100644 index 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z{uQEUoo)itI{gfL3Nvl|nbK8$-g|F5qcShV|FUQ~<%{pVCcBO9O0OoQ>ud zu#r)I*cDt*{+o&KvA2?kyw#La) zLJROF2jIocCr_T7(oH{n8j#myR3Dc5Pe9&3x&%t4^QJ%goqzoEU#sui{?}Xw{Rgl7 z^>O>wfAA9inxBuo?R4<3`QAVHJH8M9CEEXMEcl;@_8QzW@+7d*uity2C}W>6KK8%1 l>c9LUBV{z=%DLzdzW5UPUF4y@ None: "optimizer_cls": chainer.optimizers.Adam, "optimizer_params": {}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_sklearn.py b/tests/training/backends/test_sklearn.py index a79ad1c8..7d853489 100644 --- a/tests/training/backends/test_sklearn.py +++ b/tests/training/backends/test_sklearn.py @@ -24,7 +24,7 @@ def setUp(self) -> None: "optimizer_cls": None, "optimizer_params": {}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_tf_eager.py b/tests/training/backends/test_tf_eager.py index 4b3b3d87..3f0fed93 100644 --- a/tests/training/backends/test_tf_eager.py +++ b/tests/training/backends/test_tf_eager.py @@ -46,7 +46,7 @@ def setUp(self) -> None: "optimizer_cls": tf.train.AdamOptimizer, "optimizer_params": {"learning_rate": 1e-3}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_tf_graph.py b/tests/training/backends/test_tf_graph.py index a78a4734..ba651db7 100644 --- a/tests/training/backends/test_tf_graph.py +++ b/tests/training/backends/test_tf_graph.py @@ -55,7 +55,7 @@ def setUp(self) -> None: "optimizer_cls": tf.train.AdamOptimizer, "optimizer_params": {"learning_rate": 1e-3}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_torch.py b/tests/training/backends/test_torch.py index 2222f1b6..f5b094e7 100644 --- a/tests/training/backends/test_torch.py +++ b/tests/training/backends/test_torch.py @@ -43,7 +43,7 @@ def setUp(self) -> None: "optimizer_cls": torch.optim.Adam, "optimizer_params": {}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) diff --git a/tests/training/backends/test_torchscript.py b/tests/training/backends/test_torchscript.py index 69b59e7f..39a3ce6e 100644 --- a/tests/training/backends/test_torchscript.py +++ b/tests/training/backends/test_torchscript.py @@ -46,7 +46,7 @@ def setUp(self) -> None: "optimizer_cls": torch.optim.Adam, "optimizer_params": {}, "num_epochs": 2, - "val_metrics": {"mae": mean_absolute_error}, + "metrics": {"mae": mean_absolute_error}, "lr_sched_cls": None, "lr_sched_params": {}} }) From 639bb733b790847e47660d6611c998f3e3dc110a Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 31 Jul 2019 11:23:20 +0000 Subject: [PATCH 20/63] PEP-8 Auto-Fix --- delira/training/base_trainer.py | 2 +- docs/conf.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index fd05d3e1..b26bd734 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -774,7 +774,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict, if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type diff --git a/docs/conf.py b/docs/conf.py index 8055de7a..ab17168f 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -12,13 +12,13 @@ # add these directories to sys.path here. If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. # -from delira._version import get_versions import os import sys import re # source code directory, relative to this file, for sphinx-build sys.path.insert(0, os.path.join(os.path.dirname(__file__), os.path.pardir)) +from delira._version import get_versions # -- Project information ----------------------------------------------------- From 5b2b0ed979d25bd51cd5bc11a843c1960fa45f17 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 31 Jul 2019 14:28:15 +0200 Subject: [PATCH 21/63] Fix Usage of Val metrics --- delira/training/backends/sklearn/experiment.py | 6 ++---- delira/training/base_experiment.py | 4 ++-- tests/training/backends/test_sklearn.py | 2 +- tests/training/backends/utils.py | 4 ++-- 4 files changed, 7 insertions(+), 9 deletions(-) diff --git a/delira/training/backends/sklearn/experiment.py b/delira/training/backends/sklearn/experiment.py index f2b4a0a0..6566c317 100644 --- a/delira/training/backends/sklearn/experiment.py +++ b/delira/training/backends/sklearn/experiment.py @@ -101,8 +101,7 @@ def _setup_training(self, params, **kwargs): model = self._model_wrapper_cls(_model) training_params = params.permute_training_on_top().training - train_metrics = training_params.nested_get("train_metrics", {}) - val_metrics = training_params.nested_get("val_metrics", {}) + metrics = training_params.nested_get("metrics") # necessary for resuming training from a given path save_path = kwargs.pop("save_path", os.path.join( @@ -114,8 +113,7 @@ def _setup_training(self, params, **kwargs): estimator=model, save_path=save_path, key_mapping=self.key_mapping, - train_metrics=train_metrics, - val_metrics=val_metrics, + metrics=metrics, save_freq=self.checkpoint_freq, **kwargs ) diff --git a/delira/training/base_experiment.py b/delira/training/base_experiment.py index d9b26a9e..ade1e718 100644 --- a/delira/training/base_experiment.py +++ b/delira/training/base_experiment.py @@ -122,9 +122,9 @@ def __init__(self, self.predictor_cls = predictor_cls if val_score_key is None: - if params.nested_get("val_metrics", False): + if params.nested_get("metrics", False): val_score_key = sorted( - params.nested_get("val_metrics").keys())[0] + params.nested_get("metrics").keys())[0] self.val_score_key = val_score_key assert key_mapping is not None diff --git a/tests/training/backends/test_sklearn.py b/tests/training/backends/test_sklearn.py index 7d853489..4f5b449e 100644 --- a/tests/training/backends/test_sklearn.py +++ b/tests/training/backends/test_sklearn.py @@ -85,7 +85,7 @@ def test_experiment_test(self): model.fit(np.random.rand(2, 32), np.array([[0], [1]])) exp.test(model, dmgr_test, - params.nested_get("val_metrics", {})) + params.nested_get("metrics", {})) if __name__ == "__main__": diff --git a/tests/training/backends/utils.py b/tests/training/backends/utils.py index 66c9bb32..9d34a244 100644 --- a/tests/training/backends/utils.py +++ b/tests/training/backends/utils.py @@ -58,7 +58,7 @@ def test_experiment(experiment_cls, params, network_cls, len_test, **kwargs): model = network_cls() - return exp.test(model, dmgr_test, params.nested_get("val_metrics", {})) + return exp.test(model, dmgr_test, params.nested_get("metrics", {})) def kfold_experiment(experiment_cls, params, network_cls, len_data, @@ -71,7 +71,7 @@ def kfold_experiment(experiment_cls, params, network_cls, len_data, dset = DummyDataset(len_data) dmgr = BaseDataManager(dset, 16, 1, None) - return exp.kfold(data=dmgr, metrics=params.nested_get("val_metrics"), + return exp.kfold(data=dmgr, metrics=params.nested_get("metrics"), shuffle=shuffle, split_type=split_type, num_splits=num_splits, val_split=val_split) From c1083d89e789cb2d1897ba8cd3af9af00ef414d7 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 31 Jul 2019 15:15:27 +0200 Subject: [PATCH 22/63] Fix chainer and sklearn backends --- delira/models/backends/chainer/abstract_network.py | 2 +- delira/training/backends/sklearn/trainer.py | 8 ++++++++ tests/training/backends/test_sklearn.py | 1 + 3 files changed, 10 insertions(+), 1 deletion(-) diff --git a/delira/models/backends/chainer/abstract_network.py b/delira/models/backends/chainer/abstract_network.py index a6aa9838..a9875fa5 100644 --- a/delira/models/backends/chainer/abstract_network.py +++ b/delira/models/backends/chainer/abstract_network.py @@ -151,7 +151,7 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, preds = model(inputs) for key, crit_fn in losses.items(): - _loss_val = crit_fn(preds["pred"], *data_dict.values()) + _loss_val = crit_fn(preds["pred"], data_dict["label"]) loss_vals[key] = _loss_val.item() total_loss += _loss_val diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index 94cc0f44..a9ac37a6 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -511,3 +511,11 @@ def _search_for_prev_state(path, extensions=None): if extensions is None: extensions = [".pkl"] return BaseNetworkTrainer._search_for_prev_state(path, extensions) + + @staticmethod + def calc_metrics(batch, metrics: dict = None, metric_keys=None): + if metric_keys is None: + metric_keys = {k: ("pred", "y") for k in metrics.keys()} + + BaseNetworkTrainer.calc_metrics(batch, metrics, metric_keys) + diff --git a/tests/training/backends/test_sklearn.py b/tests/training/backends/test_sklearn.py index 4f5b449e..d5e65dad 100644 --- a/tests/training/backends/test_sklearn.py +++ b/tests/training/backends/test_sklearn.py @@ -25,6 +25,7 @@ def setUp(self) -> None: "optimizer_params": {}, "num_epochs": 2, "metrics": {"mae": mean_absolute_error}, + "metric_keys": {"L1": ("pred", "y"), "mae": ("pred", "y")}, "lr_sched_cls": None, "lr_sched_params": {}} }) From 6b35d4bfb99f715e07d50326f773ee2b9efeef12 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 31 Jul 2019 15:28:47 +0200 Subject: [PATCH 23/63] Fix default argument for sklearn backend --- delira/training/backends/sklearn/trainer.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index a9ac37a6..b8a00ecb 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -514,8 +514,11 @@ def _search_for_prev_state(path, extensions=None): @staticmethod def calc_metrics(batch, metrics: dict = None, metric_keys=None): + if metrics is None: + metrics = {} + if metric_keys is None: metric_keys = {k: ("pred", "y") for k in metrics.keys()} - BaseNetworkTrainer.calc_metrics(batch, metrics, metric_keys) + return BaseNetworkTrainer.calc_metrics(batch, metrics, metric_keys) From 2789493afda2f59709a7bb0628d4dcd5763337c9 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 31 Jul 2019 13:40:10 +0000 Subject: [PATCH 24/63] PEP-8 Auto-Fix --- delira/training/backends/sklearn/trainer.py | 1 - 1 file changed, 1 deletion(-) diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index b8a00ecb..d99af1ad 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -521,4 +521,3 @@ def calc_metrics(batch, metrics: dict = None, metric_keys=None): metric_keys = {k: ("pred", "y") for k in metrics.keys()} return BaseNetworkTrainer.calc_metrics(batch, metrics, metric_keys) - From 50fd984724291bbd388d34a0a92d8dba57d36acb Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 3 Aug 2019 11:37:44 +0200 Subject: [PATCH 25/63] Minor Bugfixes --- delira/logging/base_logger.py | 36 +++++++++++++++++------------------ delira/training/predictor.py | 2 +- 2 files changed, 19 insertions(+), 19 deletions(-) diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index d7bb5280..782acbd6 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -212,11 +212,11 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, if isinstance(logging_frequencies, int): logging_frequencies = { k: logging_frequencies - for k in self._backend.KEYWORD_FN_MAPPING.keys()} + for k in backend.KEYWORD_FN_MAPPING.keys()} # if dict: update missing keys with 1 and make sure other values # are ints elif isinstance(logging_frequencies, dict): - for k in self._backend.KEYWORD_FN_MAPPING.keys(): + for k in backend.KEYWORD_FN_MAPPING.keys(): if k not in logging_frequencies: logging_frequencies[k] = 1 else: @@ -228,19 +228,19 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, # assign frequencies and create empty queues self._logging_frequencies = logging_frequencies self._logging_queues = { - k: [] for k in self._backend.KEYWORD_FN_MAPPING.keys()} + k: [] for k in backend.KEYWORD_FN_MAPPING.keys()} default_reduce_type = "last" # map string and function to all valid keys if isinstance(reduce_types, (str, FunctionType)): reduce_types = { k: reduce_types - for k in self._backend.KEYWORD_FN_MAPPING.keys()} + for k in backend.KEYWORD_FN_MAPPING.keys()} # should be dict by now! if isinstance(reduce_types, dict): # check all valid keys for occurences - for k in self._backend.KEYWORD_FN_MAPPING.keys(): + for k in backend.KEYWORD_FN_MAPPING.keys(): # use default reduce type if necessary if k not in reduce_types: reduce_types[k] = default_reduce_type @@ -408,19 +408,19 @@ def make_logger(backend: BaseBackend, max_queue_size: int = None, if dict: should contain a frequency per valid key. Missing keys will be filled with a frequency of 1 (log every time) None is equal to empty dict here. - reduce_types : str of FunctionType or dict - if str: - specifies the reduction type to use. Valid types are - 'last' | 'first' | 'mean' | 'max' | 'min'. - The given type will be mapped to all valid keys. - if FunctionType: - specifies the actual reduction function. Will be applied for - all keys. - if dict: should contain pairs of valid logging keys and either str - or FunctionType. Specifies the logging value per key. - Missing keys will be filles with a default value of 'last'. - Valid types for strings are - 'last' | 'first' | 'mean' | 'max' | 'min'. + reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied for + all keys. + if dict: should contain pairs of valid logging keys and either str + or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'max' | 'min'. level : int the logging level for python's internal logging module diff --git a/delira/training/predictor.py b/delira/training/predictor.py index 6dba2558..0ccfcfae 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -28,7 +28,7 @@ class Predictor(object): def __init__( self, model, key_mapping: dict, - convert_batch_to_npy_fn=convert_batch_to_numpy_identity, + convert_batch_to_npy_fn=convert_to_numpy_identity, prepare_batch_fn=lambda x: x, callbacks=None, **kwargs): """ From ee1f4abf2d42a148e9a3cd7a6ca4524d8ab91785 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 3 Aug 2019 11:44:45 +0200 Subject: [PATCH 26/63] Check for reduce_type to be None and set it to default type --- delira/logging/base_logger.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index 782acbd6..f74a394a 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -231,6 +231,9 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, k: [] for k in backend.KEYWORD_FN_MAPPING.keys()} default_reduce_type = "last" + if reduce_types is None: + reduce_types = default_reduce_type + # map string and function to all valid keys if isinstance(reduce_types, (str, FunctionType)): reduce_types = { @@ -255,7 +258,7 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, else: raise TypeError("Invalid Type for logging reductions: %s" - % type(logging_frequencies).__name__) + % type(reduce_types).__name__) self._reduce_types = reduce_types From 266f2ca52d488476786b289b3c185e9c45729ee2 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sun, 4 Aug 2019 12:44:24 +0200 Subject: [PATCH 27/63] reduce via flatten and unflatten dict --- delira/logging/base_logger.py | 65 +++++++++++++++++++++++++---------- 1 file changed, 47 insertions(+), 18 deletions(-) diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index f74a394a..57375925 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -4,7 +4,7 @@ import logging import numpy as np from types import FunctionType -from collections import Iterable +from collections import Iterable, MutableMapping # Reduction Functions @@ -98,6 +98,30 @@ def _reduce_min(items: list): return np.min(items) +def _flatten_dict(d, parent_key='', sep='.'): + items = [] + for k, v in d.items(): + new_key = parent_key + sep + k if parent_key else k + if isinstance(v, MutableMapping): + items.extend(_flatten_dict(v, new_key, sep=sep).items()) + else: + items.append((new_key, v)) + return type(d)(items) + + +def _unflatten_dict(dictionary, sep="."): + return_dict = {} + for key, value in dictionary.items(): + parts = key.split(sep) + d = return_dict + for part in parts[:-1]: + if part not in d: + d[part] = dict() + d = d[part] + d[parts[-1]] = value + return return_dict + + def _reduce_dict(items: list, reduce_fn): """ A function to reduce all entries inside a dict @@ -115,27 +139,32 @@ def _reduce_dict(items: list, reduce_fn): the reduced dict """ + result_dict = {} # assuming the type of all items is same for all queued logging dicts and # all dicts have the same keys - for k, v in items[0].items(): - # recursively reduce dicts - if isinstance(v, dict): - result_dict[k] = {_k: _reduce_dict(_v, reduce_fn) - for _k, _v in v.items()} - # reduce iterables - elif isinstance(v, Iterable): - # if elements are all equal: use first element (necessary for tags) - compare_list = [_tmp[k] for _tmp in items] - if all([_tmp == v for _tmp in compare_list]): - result_dict[k] = v - # else: apply reduce function - else: - result_dict[k] = reduce_fn(v) + + flattened_dicts = [_flatten_dict(_tmp, sep=".") for _tmp in items] + + # from list of dicts to dict of lists: + for d in flattened_dicts: + for k, v in d.items(): + try: + result_dict[k].append(v) + except KeyError: + result_dict[k] = [v] + + for k, v in result_dict.items(): + # check if all items are equal + if all([_v == v[0] for _v in v[1:]]): + # use first item since they are equal + result_dict[k] = v[0] else: - result_dict[k] = v + # apply reduce function + result_dict[k] = reduce_fn(v) - return result_dict + # unflatten reduced dict + return _unflatten_dict(result_dict, sep=".") # string mapping for reduction functions @@ -297,7 +326,7 @@ def log(self, log_message: dict): # convert tuple to dict if necessary if isinstance(log_message, (tuple, list)): if len(log_message) == 2: - log_message = (log_message, ) + log_message = (log_message,) log_message = dict(log_message) # try logging and drop item if queue is full From 0963b94fcb8fa92d425f1410837b11f9c7cb0854 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Mon, 5 Aug 2019 11:30:50 +0200 Subject: [PATCH 28/63] remove check for training callback (will be readded later in separate PR) --- delira/training/base_trainer.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 966f77e8..9deb1235 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -847,7 +847,7 @@ def _search_for_prev_state(path, extensions=None): def register_callback(self, callback: AbstractCallback): has_all_attrs = True - for attr in ("iter", "epoch", "training"): + for attr in ("iter", "epoch",): has_all_attrs = has_all_attrs and hasattr(callback, "at_%s_begin" % attr) has_all_attrs = has_all_attrs and hasattr(callback, From 26a2e8dd0645bbf12a44721b1f4003b94c3872a0 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Mon, 5 Aug 2019 13:15:14 +0200 Subject: [PATCH 29/63] Update correct init order --- delira/training/backends/chainer/trainer.py | 16 ---------------- delira/training/backends/sklearn/trainer.py | 16 ---------------- delira/training/backends/torch/trainer.py | 16 ---------------- delira/training/base_trainer.py | 17 +++++++++++++---- delira/training/predictor.py | 2 +- 5 files changed, 14 insertions(+), 53 deletions(-) diff --git a/delira/training/backends/chainer/trainer.py b/delira/training/backends/chainer/trainer.py index 0fd6fc16..daeaf8ae 100644 --- a/delira/training/backends/chainer/trainer.py +++ b/delira/training/backends/chainer/trainer.py @@ -323,22 +323,6 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, self._prepare_batch, input_device=self.input_device, output_device=self.output_device) - def _at_training_begin(self, *args, **kwargs): - """ - Defines behaviour at beginning of training - - Parameters - ---------- - *args : - positional arguments - **kwargs : - keyword arguments - - """ - self.save_state(os.path.join( - self.save_path, "checkpoint_epoch_%d" % self.start_epoch), - self.start_epoch) - def _at_training_end(self): """ Defines Behaviour at end of training: Loads best model if diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index 2c940cf3..dc8b358b 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -203,22 +203,6 @@ def _setup(self, estimator, key_mapping, convert_batch_to_npy_fn, self._prepare_batch, input_device=self.input_device, output_device=self.output_device) - def _at_training_begin(self, *args, **kwargs): - """ - Defines behaviour at beginning of training - - Parameters - ---------- - *args : - positional arguments - **kwargs : - keyword arguments - - """ - self.save_state(os.path.join( - self.save_path, "checkpoint_epoch_%d" % self.start_epoch), - self.start_epoch) - def _get_classes_if_necessary(self, dmgr: BaseDataManager, verbose, label_key=None): """ diff --git a/delira/training/backends/torch/trainer.py b/delira/training/backends/torch/trainer.py index f5dadffd..fb7eed3b 100644 --- a/delira/training/backends/torch/trainer.py +++ b/delira/training/backends/torch/trainer.py @@ -362,22 +362,6 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, "\n%s" % str(e)) - def _at_training_begin(self, *args, **kwargs): - """ - Defines behaviour at beginning of training - - Parameters - ---------- - *args : - positional arguments - **kwargs : - keyword arguments - - """ - self.save_state(os.path.join( - self.save_path, "checkpoint_epoch_%d" % self.start_epoch), - self.start_epoch) - def _at_training_end(self): """ Defines Behaviour at end of training: Loads best model if diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 9deb1235..2b3efde3 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -172,12 +172,15 @@ def __init__(self, self.save_freq = save_freq self.metric_keys = metric_keys - self._reinitialize_logging(logging_type, logging_kwargs, - logging_callback_cls, logging_frequencies, - logging_reduce_types) self._tqdm_desc = "Validate" self.val_freq = val_freq self._global_iter_num = 1 + self._logging_setup_kwargs = { + "logging_type": logging_type, + "logging_kwargs": logging_kwargs, + "logging_callback_cls": logging_callback_cls, + "logging_frequencies": logging_frequencies, + "reduce_types": logging_reduce_types} def _setup(self, network, lr_scheduler_cls, lr_scheduler_params, gpu_ids, key_mapping, convert_batch_to_npy_fn, prepare_batch_fn, @@ -186,6 +189,8 @@ def _setup(self, network, lr_scheduler_cls, lr_scheduler_params, gpu_ids, super()._setup(network, key_mapping, convert_batch_to_npy_fn, prepare_batch_fn, callbacks) + self._reinitialize_logging(**self._logging_setup_kwargs) + self.closure_fn = network.closure # optimizers must exist before calling _setup() @@ -213,6 +218,10 @@ def _at_training_begin(self, *args, **kwargs): keyword arguments """ + self._reinitialize_logging(logging_type, logging_kwargs, + logging_callback_cls, logging_frequencies, + logging_reduce_types) + self.save_state(os.path.join(self.save_path, "checkpoint_epoch_%d" % self.start_epoch), self.start_epoch) @@ -772,7 +781,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict, if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type diff --git a/delira/training/predictor.py b/delira/training/predictor.py index 0ccfcfae..78d32a97 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -90,11 +90,11 @@ def _setup(self, network, key_mapping, convert_batch_args_kwargs_to_npy_fn, """ - self._callbacks = [] self.module = network self.key_mapping = key_mapping self._convert_to_npy_fn = convert_batch_args_kwargs_to_npy_fn self._prepare_batch = prepare_batch_fn + self._callbacks = [] for cb in callbacks: self.register_callback(cb) From 03073c77f6cac062a8554ac7c74010bcf3368e39 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Mon, 5 Aug 2019 13:47:23 +0200 Subject: [PATCH 30/63] Remove unnecessary statement --- delira/training/base_trainer.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 2b3efde3..13355a37 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -218,9 +218,6 @@ def _at_training_begin(self, *args, **kwargs): keyword arguments """ - self._reinitialize_logging(logging_type, logging_kwargs, - logging_callback_cls, logging_frequencies, - logging_reduce_types) self.save_state(os.path.join(self.save_path, "checkpoint_epoch_%d" % self.start_epoch), self.start_epoch) From 435c8513cfcb8e80b950ded2f14b086c03302a9e Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Mon, 5 Aug 2019 14:21:03 +0200 Subject: [PATCH 31/63] Fix argument names --- delira/training/base_trainer.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 13355a37..3a382711 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -7,7 +7,6 @@ import numpy as np from tqdm import tqdm -from delira.logging import LoggingContext, log from .callbacks import AbstractCallback, DefaultLoggingCallback from .predictor import Predictor @@ -390,7 +389,7 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, self._at_iter_end(epoch=epoch, iter_num=batch_nr, data_dict={**batch, **_preds}, - metrics={**metrics, **losses}) + metrics={**_metrics, **_losses}) batchgen._finish() From cb07c57971238f9b6799d293f2e55a6031668761 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Mon, 5 Aug 2019 13:42:28 +0000 Subject: [PATCH 32/63] PEP-8 Auto-Fix --- delira/training/base_trainer.py | 2 +- docs/conf.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 3a382711..20a5dff0 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -777,7 +777,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict, if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type diff --git a/docs/conf.py b/docs/conf.py index ab17168f..8055de7a 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -12,13 +12,13 @@ # add these directories to sys.path here. If the directory is relative to the # documentation root, use os.path.abspath to make it absolute, like shown here. # +from delira._version import get_versions import os import sys import re # source code directory, relative to this file, for sphinx-build sys.path.insert(0, os.path.join(os.path.dirname(__file__), os.path.pardir)) -from delira._version import get_versions # -- Project information ----------------------------------------------------- From eb8333cf62ed27ac9abc287d67ead0b986c84eaa Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Tue, 6 Aug 2019 09:37:51 +0200 Subject: [PATCH 33/63] fix sklearn arguments --- tests/training/backends/test_sklearn.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/tests/training/backends/test_sklearn.py b/tests/training/backends/test_sklearn.py index d5e65dad..fdbdb220 100644 --- a/tests/training/backends/test_sklearn.py +++ b/tests/training/backends/test_sklearn.py @@ -25,7 +25,8 @@ def setUp(self) -> None: "optimizer_params": {}, "num_epochs": 2, "metrics": {"mae": mean_absolute_error}, - "metric_keys": {"L1": ("pred", "y"), "mae": ("pred", "y")}, + "metric_keys": {"L1": ("pred", "label"), + "mae": ("pred", "label")}, "lr_sched_cls": None, "lr_sched_params": {}} }) From f56179311d7137fdc10418b9951b865b420fbbd9 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Tue, 6 Aug 2019 14:00:49 +0200 Subject: [PATCH 34/63] Add already_processed flag to predict function to have same arguments during both, train and val metric calculation --- delira/training/predictor.py | 12 +++++++++--- tests/training/backends/test_sklearn.py | 6 +++--- 2 files changed, 12 insertions(+), 6 deletions(-) diff --git a/delira/training/predictor.py b/delira/training/predictor.py index 78d32a97..c7954cc7 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -117,7 +117,7 @@ def __call__(self, data: dict, **kwargs): """ return self.predict(data, **kwargs) - def predict(self, data: dict, **kwargs): + def predict(self, data: dict, already_prepared=False, **kwargs): """ Predict single batch Returns the predictions corresponding to the given data @@ -127,6 +127,9 @@ def predict(self, data: dict, **kwargs): ---------- data : dict batch dictionary + already_prepared : bool + if True, the `prepare_batch` function won't be called on the data + anymore **kwargs : keyword arguments(directly passed to ``prepare_batch``) @@ -136,7 +139,8 @@ def predict(self, data: dict, **kwargs): predicted data """ - data = self._prepare_batch(data, **kwargs) + if not already_prepared: + data = self._prepare_batch(data, **kwargs) mapped_data = { k: data[v] for k, v in self.key_mapping.items()} @@ -282,7 +286,9 @@ def predict_data_mgr(self, datamgr, batchsize=None, metrics=None, for key, val_list in batch_dict.items(): batch_dict[key] = np.concatenate(val_list) - preds = self.predict(copy.copy(batch_dict), **kwargs) + batch_dict = self._prepare_batch(batch_dict) + preds = self.predict(batch_dict, already_prepared=True, + **kwargs) # convert batchdict back to numpy (self.predict may convert it # to backend-specific tensor type) - no-op if already numpy diff --git a/tests/training/backends/test_sklearn.py b/tests/training/backends/test_sklearn.py index fdbdb220..2d8ccf2e 100644 --- a/tests/training/backends/test_sklearn.py +++ b/tests/training/backends/test_sklearn.py @@ -25,8 +25,6 @@ def setUp(self) -> None: "optimizer_params": {}, "num_epochs": 2, "metrics": {"mae": mean_absolute_error}, - "metric_keys": {"L1": ("pred", "label"), - "mae": ("pred", "label")}, "lr_sched_cls": None, "lr_sched_params": {}} }) @@ -53,7 +51,9 @@ def setUp(self) -> None: "network_cls": _cls, "len_train": len_train, "len_test": len_test, - "key_mapping": {"X": "X"} + "key_mapping": {"X": "X"}, + "metric_keys": {"L1": ("pred", "y"), + "mae": ("pred", "y")} } for _cls in model_cls ] self._experiment_cls = experiment_cls From 34241a060745d7145e9ade5a25cea21de8f39cd1 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 7 Aug 2019 09:31:54 +0200 Subject: [PATCH 35/63] Add metric_keys to kfold test --- tests/training/backends/utils.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/tests/training/backends/utils.py b/tests/training/backends/utils.py index 9d34a244..76d6daf1 100644 --- a/tests/training/backends/utils.py +++ b/tests/training/backends/utils.py @@ -66,6 +66,8 @@ def kfold_experiment(experiment_cls, params, network_cls, len_data, num_splits=2, val_split=None, **kwargs): assert issubclass(experiment_cls, BaseExperiment) + metric_keys = kwargs.pop("metric_keys", None) + exp = experiment_cls(params, network_cls, **kwargs) dset = DummyDataset(len_data) @@ -73,7 +75,8 @@ def kfold_experiment(experiment_cls, params, network_cls, len_data, return exp.kfold(data=dmgr, metrics=params.nested_get("metrics"), shuffle=shuffle, split_type=split_type, - num_splits=num_splits, val_split=val_split) + num_splits=num_splits, val_split=val_split, + metric_keys=metric_keys) def create_experiment_test_template_for_backend(backend: str): From 42e7640fa9e2fd88618fd9a0d1a6f46a62afd8f2 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Wed, 7 Aug 2019 10:04:44 +0200 Subject: [PATCH 36/63] Add explicit metric keys to experiment.test test --- delira/training/predictor.py | 1 - tests/training/backends/utils.py | 3 ++- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/delira/training/predictor.py b/delira/training/predictor.py index c7954cc7..edbd43da 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -1,5 +1,4 @@ import logging -import copy import numpy as np from tqdm import tqdm diff --git a/tests/training/backends/utils.py b/tests/training/backends/utils.py index 76d6daf1..b976bc11 100644 --- a/tests/training/backends/utils.py +++ b/tests/training/backends/utils.py @@ -58,7 +58,8 @@ def test_experiment(experiment_cls, params, network_cls, len_test, **kwargs): model = network_cls() - return exp.test(model, dmgr_test, params.nested_get("metrics", {})) + return exp.test(model, dmgr_test, params.nested_get("metrics", {}), + kwargs.get("metric_keys", None)) def kfold_experiment(experiment_cls, params, network_cls, len_data, From c5f3598883875abfa8a4cab0e3f302007ce1136a Mon Sep 17 00:00:00 2001 From: maxmueller Date: Mon, 2 Sep 2019 09:54:19 +0300 Subject: [PATCH 37/63] sklearn tests fixed --- tests/training/backends/test_sklearn.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/tests/training/backends/test_sklearn.py b/tests/training/backends/test_sklearn.py index 2d8ccf2e..be6388ed 100644 --- a/tests/training/backends/test_sklearn.py +++ b/tests/training/backends/test_sklearn.py @@ -73,6 +73,7 @@ def test_experiment_test(self): # pop arguments (to use remaining case as kwargs later) _ = case.pop("len_train") params = case.pop("params") + metric_keys = case.pop("metric_keys") network_cls = case.pop("network_cls") len_test = case.pop("len_test") exp = self._experiment_cls(params, network_cls, **case) @@ -87,7 +88,8 @@ def test_experiment_test(self): model.fit(np.random.rand(2, 32), np.array([[0], [1]])) exp.test(model, dmgr_test, - params.nested_get("metrics", {})) + params.nested_get("metrics", {}), + metric_keys) if __name__ == "__main__": From 555e3a406c6a4959f3f2ca367a726adfb73ed8af Mon Sep 17 00:00:00 2001 From: maxmueller Date: Mon, 2 Sep 2019 19:24:00 +0300 Subject: [PATCH 38/63] chainer added convert to numpy and fixes --- .../backends/chainer/abstract_network.py | 6 +++--- delira/training/backends/chainer/trainer.py | 21 +++++++++---------- delira/training/base_trainer.py | 4 ++++ 3 files changed, 17 insertions(+), 14 deletions(-) diff --git a/delira/models/backends/chainer/abstract_network.py b/delira/models/backends/chainer/abstract_network.py index a9875fa5..6c4dc4bb 100644 --- a/delira/models/backends/chainer/abstract_network.py +++ b/delira/models/backends/chainer/abstract_network.py @@ -158,6 +158,6 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, model.cleargrads() total_loss.backward() optimizers['default'].update() - - return loss_vals, {k: v.unchain() - for k, v in preds.items()} + for k, v in preds.items(): + v.unchain() + return loss_vals, preds diff --git a/delira/training/backends/chainer/trainer.py b/delira/training/backends/chainer/trainer.py index daeaf8ae..089d9668 100644 --- a/delira/training/backends/chainer/trainer.py +++ b/delira/training/backends/chainer/trainer.py @@ -231,21 +231,20 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, # Load latest epoch file if available if os.path.isdir(self.save_path): - if os.path.isdir(self.save_path): - latest_state_path, latest_epoch = self._search_for_prev_state( - self.save_path) + latest_state_path, latest_epoch = self._search_for_prev_state( + self.save_path) - if latest_state_path is not None: + if latest_state_path is not None: - # if pth file does not exist, load pt file instead - if not os.path.isfile(latest_state_path): - latest_state_path = latest_state_path[:-1] + # if pth file does not exist, load pt file instead + if not os.path.isfile(latest_state_path): + latest_state_path = latest_state_path[:-1] - logger.info("Attempting to load state from previous \ - training from %s" % latest_state_path) + logger.info("Attempting to load state from previous \ + training from %s" % latest_state_path) - self.update_state(latest_state_path) - self.start_epoch = latest_epoch + self.update_state(latest_state_path) + self.start_epoch = latest_epoch if chainer.chainerx.is_available(): gpu_device_prefix = "cuda:" diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 20a5dff0..90e3c808 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -379,6 +379,10 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, losses=self.losses, fold=self.fold, batch_nr=batch_nr) + + data_dict = self._convert_to_npy_fn(**data_dict)[1] + _preds = self._convert_to_npy_fn(**_preds)[1] + _metrics = self.calc_metrics( LookupConfig(config={**data_dict, **_preds}), self.metrics, From 68442ad887e9f98bd71388cda9be5b38140a2e7a Mon Sep 17 00:00:00 2001 From: maxmueller Date: Mon, 2 Sep 2019 19:36:41 +0300 Subject: [PATCH 39/63] change default metric calculation --- delira/training/predictor.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/delira/training/predictor.py b/delira/training/predictor.py index edbd43da..a90ec034 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -624,7 +624,7 @@ def calc_metrics(batch: LookupConfig, metrics=None, metric_keys=None): if metrics is None: metrics = {} if metric_keys is None: - metric_keys = {k: ("pred", "label") for k in metrics.keys()} + metric_keys = {k: ("label", "pred") for k in metrics.keys()} return {key: metric_fn(*[batch.nested_get(k) for k in metric_keys[key]]) From 94467ba4bf7d057527881b234ea3f7d3275108a3 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Mon, 2 Sep 2019 17:47:24 +0000 Subject: [PATCH 40/63] PEP-8 Auto-Fix --- delira/models/backends/chainer/abstract_network.py | 1 - delira/models/backends/sklearn/abstract_network.py | 1 - 2 files changed, 2 deletions(-) diff --git a/delira/models/backends/chainer/abstract_network.py b/delira/models/backends/chainer/abstract_network.py index 2cd7f3ed..6c4dc4bb 100644 --- a/delira/models/backends/chainer/abstract_network.py +++ b/delira/models/backends/chainer/abstract_network.py @@ -161,4 +161,3 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, for k, v in preds.items(): v.unchain() return loss_vals, preds - diff --git a/delira/models/backends/sklearn/abstract_network.py b/delira/models/backends/sklearn/abstract_network.py index b9561f9b..1bc43a52 100644 --- a/delira/models/backends/sklearn/abstract_network.py +++ b/delira/models/backends/sklearn/abstract_network.py @@ -153,4 +153,3 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, preds = model(data_dict["X"]) return {}, preds - From 47bebc178dfbaa3a3e136ab27b151ce9de2f9315 Mon Sep 17 00:00:00 2001 From: maxmueller Date: Mon, 2 Sep 2019 20:53:54 +0300 Subject: [PATCH 41/63] test fixed after merging master to new_metric_calculation --- tests/utils/test_messenger.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/tests/utils/test_messenger.py b/tests/utils/test_messenger.py index f65b9b12..247666ce 100644 --- a/tests/utils/test_messenger.py +++ b/tests/utils/test_messenger.py @@ -49,10 +49,9 @@ def __init__(self, *args, **kwargs): def train(self, *args, num_epochs=2, **kwargs): self._at_training_begin() for epoch in range(self.start_epoch, num_epochs + 1): - self._at_epoch_begin({}, None, epoch, - num_epochs) + self._at_epoch_begin(None, epoch, num_epochs) is_best = True if epoch % 2 == 1 else False - self._at_epoch_end({}, None, epoch, is_best) + self._at_epoch_end(None, epoch, is_best) self._at_training_end() return DummyNetwork() From fe8762a4b532f51e2be55ba855efc4377a2d2002 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Tue, 3 Sep 2019 10:29:18 +0200 Subject: [PATCH 42/63] Attempt to fix slack tests --- tests/utils/test_messenger.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/tests/utils/test_messenger.py b/tests/utils/test_messenger.py index 247666ce..9740406e 100644 --- a/tests/utils/test_messenger.py +++ b/tests/utils/test_messenger.py @@ -2,6 +2,7 @@ Parameters from delira.models import AbstractNetwork from delira.data_loading import BaseDataManager +from delira.training.utils import convert_to_numpy_identity from delira.utils.messenger import BaseMessenger, SlackMessenger @@ -46,6 +47,11 @@ def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.module = DummyNetwork() + self._setup(network=self.module, lr_scheduler_cls=None, + lr_scheduler_params={}, gpu_ids=[], key_mapping={}, + convert_batch_to_npy_fn=convert_to_numpy_identity, + prepare_batch_fn=self.module.prepare_batch, callbacks=[]) + def train(self, *args, num_epochs=2, **kwargs): self._at_training_begin() for epoch in range(self.start_epoch, num_epochs + 1): From d17809739945de7f977aef59c2947323716d467e Mon Sep 17 00:00:00 2001 From: mibaumgartner Date: Tue, 3 Sep 2019 20:42:39 +0200 Subject: [PATCH 43/63] Add correct callbacks for setup --- delira/utils/messenger.py | 2 +- tests/utils/test_messenger.py | 10 +++++++--- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/delira/utils/messenger.py b/delira/utils/messenger.py index 94dcf448..959792a7 100644 --- a/delira/utils/messenger.py +++ b/delira/utils/messenger.py @@ -84,7 +84,7 @@ def run(self, *args, **kwargs): result of experiment """ if self._notify_epochs is not None: - callbacks = kwargs.pop("callbacks", []) + callbacks = list(kwargs.pop("callbacks", [])) callbacks.append(MessengerEpochCallback(self._notify_epochs, self)) kwargs["callbacks"] = callbacks diff --git a/tests/utils/test_messenger.py b/tests/utils/test_messenger.py index 9740406e..a0a2fe2c 100644 --- a/tests/utils/test_messenger.py +++ b/tests/utils/test_messenger.py @@ -46,24 +46,28 @@ class DummyTrainer(BaseNetworkTrainer): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.module = DummyNetwork() - + callbacks = kwargs.pop("callbacks", []) self._setup(network=self.module, lr_scheduler_cls=None, lr_scheduler_params={}, gpu_ids=[], key_mapping={}, convert_batch_to_npy_fn=convert_to_numpy_identity, - prepare_batch_fn=self.module.prepare_batch, callbacks=[]) + prepare_batch_fn=self.module.prepare_batch, + callbacks=callbacks) def train(self, *args, num_epochs=2, **kwargs): self._at_training_begin() for epoch in range(self.start_epoch, num_epochs + 1): self._at_epoch_begin(None, epoch, num_epochs) is_best = True if epoch % 2 == 1 else False - self._at_epoch_end(None, epoch, is_best) + self._at_epoch_end({}, None, epoch, is_best) self._at_training_end() return DummyNetwork() def test(self, *args, **kwargs): return [{}], [{}] + def save_state(self, file_name, *args, **kwargs): + pass + class DummyPredictor(Predictor): """ From 7e7983bd0a244d84f223d80f6b0e20b52af6d9b8 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 16:03:49 +0200 Subject: [PATCH 44/63] Add tests for reductions and dict (un-)flatten, moved them to utils and removed obsolete todo --- delira/logging/base_logger.py | 184 +---------------------- delira/training/base_trainer.py | 1 - delira/utils/dict_reductions.py | 258 ++++++++++++++++++++++++++++++++ tests/utils/dict_reductions.py | 103 +++++++++++++ 4 files changed, 368 insertions(+), 178 deletions(-) create mode 100644 delira/utils/dict_reductions.py create mode 100644 tests/utils/dict_reductions.py diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index 57375925..b015b2ed 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -1,180 +1,10 @@ from multiprocessing import Queue, Event from queue import Full from delira.logging.base_backend import BaseBackend +from delira.utils.dict_reductions import get_reduction, possible_reductions, \ + reduce_dict import logging -import numpy as np from types import FunctionType -from collections import Iterable, MutableMapping - - -# Reduction Functions -def _reduce_last(items: list): - """ - Reduction Function returning the last element - - Parameters - ---------- - items : list - the items to reduce - - Returns - ------- - dict - reduced items - - """ - return items[-1] - - -def _reduce_first(items: list): - """ - Reduction Function returning the first element - - Parameters - ---------- - items : list - the items to reduce - - Returns - ------- - dict - reduced items - - """ - return items[0] - - -def _reduce_mean(items: list): - """ - Reduction Function returning the mean element - - Parameters - ---------- - items : list - the items to reduce - - Returns - ------- - dict - reduced items - - """ - return np.mean(items) - - -def _reduce_max(items: list): - """ - Reduction Function returning the max element - - Parameters - ---------- - items : list - the items to reduce - - Returns - ------- - dict - reduced items - - """ - return np.max(items) - - -def _reduce_min(items: list): - """ - Reduction Function returning the min element - - Parameters - ---------- - items : list - the items to reduce - - Returns - ------- - dict - reduced items - - """ - return np.min(items) - - -def _flatten_dict(d, parent_key='', sep='.'): - items = [] - for k, v in d.items(): - new_key = parent_key + sep + k if parent_key else k - if isinstance(v, MutableMapping): - items.extend(_flatten_dict(v, new_key, sep=sep).items()) - else: - items.append((new_key, v)) - return type(d)(items) - - -def _unflatten_dict(dictionary, sep="."): - return_dict = {} - for key, value in dictionary.items(): - parts = key.split(sep) - d = return_dict - for part in parts[:-1]: - if part not in d: - d[part] = dict() - d = d[part] - d[parts[-1]] = value - return return_dict - - -def _reduce_dict(items: list, reduce_fn): - """ - A function to reduce all entries inside a dict - - Parameters - ---------- - items : list - a list of dicts to reduce - reduce_fn : FunctionType - a function to apply to all non-equal iterables - - Returns - ------- - dict - the reduced dict - - """ - - result_dict = {} - # assuming the type of all items is same for all queued logging dicts and - # all dicts have the same keys - - flattened_dicts = [_flatten_dict(_tmp, sep=".") for _tmp in items] - - # from list of dicts to dict of lists: - for d in flattened_dicts: - for k, v in d.items(): - try: - result_dict[k].append(v) - except KeyError: - result_dict[k] = [v] - - for k, v in result_dict.items(): - # check if all items are equal - if all([_v == v[0] for _v in v[1:]]): - # use first item since they are equal - result_dict[k] = v[0] - else: - # apply reduce function - result_dict[k] = reduce_fn(v) - - # unflatten reduced dict - return _unflatten_dict(result_dict, sep=".") - - -# string mapping for reduction functions -_REDUCTION_FUNCTIONS = { - "last": _reduce_last, - "first": _reduce_first, - "mean": _reduce_mean, - "max": _reduce_max, - "min": _reduce_min -} class Logger(object): @@ -205,7 +35,7 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, reduce_types : str of FunctionType or dict if str: specifies the reduction type to use. Valid types are - 'last' | 'first' | 'mean' | 'max' | 'min'. + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. The given type will be mapped to all valid keys. if FunctionType: specifies the actual reduction function. Will be applied for @@ -218,7 +48,7 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, level : int the logging value to use if passing the logging message to python's logging module because it is not appropriate for logging - with the assigned logging backend + with the assigned logging backendDict[str, Callable] Warnings -------- @@ -279,11 +109,11 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, # check it is either valid string or already function type else: if not isinstance(reduce_types, FunctionType): - assert reduce_types[k] in _REDUCTION_FUNCTIONS.keys() + assert reduce_types[k] in possible_reductions reduce_types[k] = str(reduce_types[k]) # map all strings to actual functions if isinstance(reduce_types[k], str): - reduce_types[k] = _REDUCTION_FUNCTIONS[reduce_types[k]] + reduce_types[k] = get_reduction[reduce_types[k]] else: raise TypeError("Invalid Type for logging reductions: %s" @@ -342,7 +172,7 @@ def log(self, log_message: dict): if (len(self._logging_queues[k]) % self._logging_frequencies[k] == 0): # reduce elements inside queue - reduce_message = _reduce_dict( + reduce_message = reduce_dict( self._logging_queues[k], self._reduce_types[k]) # flush reduced elements self._flush_queue.put_nowait(reduce_message) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 96b41b21..a8c2c263 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -32,7 +32,6 @@ class BaseNetworkTrainer(Predictor): "output_device", "_callbacks"] - # TODO: Add new logging arguments to other trainers! def __init__(self, network: AbstractNetwork, save_path: str, diff --git a/delira/utils/dict_reductions.py b/delira/utils/dict_reductions.py new file mode 100644 index 00000000..b2a88b8b --- /dev/null +++ b/delira/utils/dict_reductions.py @@ -0,0 +1,258 @@ +from collections import MutableMapping +from typing import Union, Dict, Callable +import numpy as np + + +# Reduction Functions +def reduce_last(items: list) -> Union[float, int, np.ndarray]: + """ + Reduction Function returning the last element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + float, int or :class:`numpy.ndarray` + reduced items + + """ + return items[-1] + + +def reduce_first(items: list) -> Union[float, int, np.ndarray]: + """ + Reduction Function returning the first element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + float, int or :class:`numpy.ndarray` + reduced items + + """ + return items[0] + + +def reduce_mean(items: list) -> Union[float, int, np.ndarray]: + """ + Reduction Function returning the mean element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + float, int or :class:`numpy.ndarray` + reduced items + + """ + return np.mean(items) + + +def reduce_median(items: list) -> Union[float, int, np.ndarray]: + """ + Reduction Function returning the median element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + float, int or :class:`numpy.ndarray` + reduced items + + """ + return np.median(items) + + +def reduce_max(items: list) -> Union[float, int, np.ndarray]: + """ + Reduction Function returning the max element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + float, int or :class:`numpy.ndarray` + reduced items + + """ + return np.max(items) + + +def reduce_min(items: list) -> Union[float, int, np.ndarray]: + """ + Reduction Function returning the min element + + Parameters + ---------- + items : list + the items to reduce + + Returns + ------- + float, int or :class:`numpy.ndarray` + reduced items + + """ + return np.min(items) + + +def flatten_dict(d: dict, parent_key: str = '', sep: str = '.') -> dict: + """ + Flattens a dictionary by concatenating all keys for subdicts with the + current key separated by :param`sep` + + Parameters + ---------- + d : dict + the dictionary to flatten + parent_key : str + the key of the parent dict (ususally empty when called by user) + sep : str + the separator to separate the key from the subdict's key + + Returns + ------- + dict + the flattened dictionary + + """ + items = [] + for k, v in d.items(): + new_key = parent_key + sep + k if parent_key else k + if isinstance(v, MutableMapping): + items.extend(flatten_dict(v, new_key, sep=sep).items()) + else: + items.append((new_key, v)) + + return type(d)(items) + + +def unflatten_dict(dictionary: dict, sep: str = ".") -> dict: + """ + Unflattens a dict, where keys and the keys from their subdirs are + separated by :param:`sep` + + Parameters + ---------- + dictionary : dict + the dictionary to unflatten + sep : str + the separation string + + Returns + ------- + + """ + return_dict = {} + for key, value in dictionary.items(): + parts = key.split(sep) + d = return_dict + for part in parts[:-1]: + if part not in d: + d[part] = dict() + d = d[part] + d[parts[-1]] = value + return return_dict + + +def reduce_dict(items: list, reduce_fn) -> dict: + """ + A function to reduce all entries inside a dict + + Parameters + ---------- + items : list + a list of dicts to reduce + reduce_fn : FunctionType + a function to apply to all non-equal iterables + + Returns + ------- + dict + the reduced dict + + """ + + result_dict = {} + # assuming the type of all items is same for all queued logging dicts and + # all dicts have the same keys + + flattened_dicts = [flatten_dict(_tmp, sep=".") for _tmp in items] + + # from list of dicts to dict of lists: + for d in flattened_dicts: + for k, v in d.items(): + try: + result_dict[k].append(v) + except KeyError: + result_dict[k] = [v] + + for k, v in result_dict.items(): + # check if all items are equal + if all([_v == v[0] for _v in v[1:]]): + # use first item since they are equal + result_dict[k] = v[0] + else: + # apply reduce function + result_dict[k] = reduce_fn(v) + + # unflatten reduced dict + return unflatten_dict(result_dict, sep=".") + + +# string mapping for reduction functions +_REDUCTION_FUNCTIONS = { + "last": reduce_last, + "first": reduce_first, + "mean": reduce_mean, + "median": reduce_median, + "max": reduce_max, + "min": reduce_min +} + + +def possible_reductions() -> tuple: + """ + Function returning a tuple containing all valid reduction strings + + Returns + ------- + tuple + a tuple containing all valid reduction strings + """ + return tuple(_REDUCTION_FUNCTIONS.keys()) + + +def get_reduction(reduce_type: str) -> Callable: + """ + A getter function to get a specified reduction function by it's + specifier string + + Parameters + ---------- + reduce_type : str + the reduction type + + Returns + ------- + Callable + the actual reduction function + + """ + return _REDUCTION_FUNCTIONS[reduce_type] \ No newline at end of file diff --git a/tests/utils/dict_reductions.py b/tests/utils/dict_reductions.py new file mode 100644 index 00000000..36992017 --- /dev/null +++ b/tests/utils/dict_reductions.py @@ -0,0 +1,103 @@ +import unittest +import numpy as np + +from delira.utils.dict_reductions import possible_reductions, \ + flatten_dict, unflatten_dict, reduce_dict, get_reduction + + +class TestDictReductions(unittest.TestCase): + def setUp(self) -> None: + self._reduce_sequence = [2, 3, 4, 5, 6] + + self._test_dict = { + "a": self._reduce_sequence, + "b": { + "c": self._reduce_sequence + }, + "d": { + "e": { + "f": self._reduce_sequence + } + } + } + + self._flattened_test_dict = { + "a": self._reduce_sequence, + "b.c": self._reduce_sequence, + "d.e.f": self._reduce_sequence + } + + self._reduction_results = {"max": max(self._reduce_sequence), + "min": min(self._reduce_sequence), + "mean": np.mean(self._reduce_sequence), + "median": np.median(self._reduce_sequence), + "first": self._reduce_sequence[0], + "last": self._reduce_sequence[-1]} + + self._reduce_dicts = [] + for i in self._reduce_sequence: + self._reduce_dicts.append( + { + "a": i, + "b": { + "c": i + }, + "d": { + "e": { + "f": i + } + } + + } + ) + + def test_dict_flatten(self): + result_dict = flatten_dict(self._test_dict, parent_key='', sep=".") + self.assertDictEqual(result_dict, self._flattened_test_dict) + + def test_dict_unflatten(self): + result_dict = unflatten_dict(self._flattened_test_dict, sep=".") + self.assertDictEqual(result_dict, self._test_dict) + + def test_dict_flatten_unflatten(self): + result_dict = unflatten_dict(flatten_dict(self._test_dict, + parent_key='', sep="."), + sep=".") + + self.assertDictEqual(result_dict, self._test_dict) + + def test_reduction_fuctions(self): + for key in possible_reductions(): + with self.subTest(reduce_type=key): + result = get_reduction(key)(self._reduce_sequence) + + # convert array to scalar if necessary + if isinstance(result, np.ndarray): + result = result.item() + + self.assertEquals(result, self._reduction_results[key]) + + def test_reduce_dict(self): + for key in possible_reductions(): + with self.subTest(reduce_type=key): + result_dict = reduce_dict(self._reduce_dicts, + get_reduction(key)) + + target_dict = { + "a": self._reduction_results[key], + "b": { + "c": self._reduction_results[key] + }, + "d": { + "e": { + "f": self._reduction_results[key] + } + } + + } + + self.assertDictEqual(result_dict, target_dict) + + +if __name__ == '__main__': + unittest.main() From 9e6d62f2109cebc9b2cdc1e20b68cc925367170e Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 18:30:24 +0200 Subject: [PATCH 45/63] Change `batch_nr` to `iter_num` and add this as an explicit argument to `closure` --- delira/logging/base_logger.py | 12 +++++++----- delira/models/abstract_network.py | 5 ++++- delira/models/backends/chainer/abstract_network.py | 5 ++++- delira/models/backends/sklearn/abstract_network.py | 5 ++++- delira/models/backends/tf_eager/abstract_network.py | 5 ++++- delira/models/backends/tf_graph/abstract_network.py | 5 ++++- delira/models/backends/torch/abstract_network.py | 5 ++++- .../models/backends/torchscript/abstract_network.py | 5 ++++- delira/training/base_trainer.py | 8 ++++---- 9 files changed, 39 insertions(+), 16 deletions(-) diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index b015b2ed..bedef501 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -109,11 +109,11 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, # check it is either valid string or already function type else: if not isinstance(reduce_types, FunctionType): - assert reduce_types[k] in possible_reductions + assert reduce_types[k] in possible_reductions() reduce_types[k] = str(reduce_types[k]) # map all strings to actual functions if isinstance(reduce_types[k], str): - reduce_types[k] = get_reduction[reduce_types[k]] + reduce_types[k] = get_reduction(reduce_types[k]) else: raise TypeError("Invalid Type for logging reductions: %s" @@ -214,10 +214,12 @@ def close(self): the abortion event """ - self._flush_queue.close() - self._flush_queue.join_thread() + if hasattr(self, "_flush_queue"): + self._flush_queue.close() + self._flush_queue.join_thread() - self._abort_event.set() + if hasattr(self, "abort_event"): + self._abort_event.set() def __del__(self): """ diff --git a/delira/models/abstract_network.py b/delira/models/abstract_network.py index 04e8a5f8..bbf24bd8 100755 --- a/delira/models/abstract_network.py +++ b/delira/models/abstract_network.py @@ -52,7 +52,7 @@ def __call__(self, *args, **kwargs): @staticmethod @abc.abstractmethod def closure(model, data_dict: dict, optimizers: dict, losses: dict, - fold=0, **kwargs): + iter_num: int, fold=0, **kwargs): """ Function which handles prediction from batch, logging, loss calculation and optimizer step @@ -67,6 +67,9 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, dictionary containing all optimizers to perform parameter update losses : dict Functions or classes to calculate losses + iter_num: int + the number of of the current iteration in the current epoch; + Will be restarted at zero at the beginning of every epoch fold : int Current Fold in Crossvalidation (default: 0) kwargs : dict diff --git a/delira/models/backends/chainer/abstract_network.py b/delira/models/backends/chainer/abstract_network.py index 6c4dc4bb..012416c5 100644 --- a/delira/models/backends/chainer/abstract_network.py +++ b/delira/models/backends/chainer/abstract_network.py @@ -110,7 +110,7 @@ def prepare_batch(batch: dict, input_device, output_device): @staticmethod def closure(model, data_dict: dict, optimizers: dict, losses: dict, - fold=0, **kwargs): + iter_num, fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -127,6 +127,9 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons + iter_num: int + the number of of the current iteration in the current epoch; + Will be restarted at zero at the beginning of every epoch fold : int Current Fold in Crossvalidation (default: 0) **kwargs: diff --git a/delira/models/backends/sklearn/abstract_network.py b/delira/models/backends/sklearn/abstract_network.py index 1bc43a52..ecf23805 100644 --- a/delira/models/backends/sklearn/abstract_network.py +++ b/delira/models/backends/sklearn/abstract_network.py @@ -104,7 +104,7 @@ def prepare_batch(batch: dict, input_device, output_device): @staticmethod def closure(model, data_dict: dict, optimizers: dict, losses: dict, - fold=0, **kwargs): + iter_num: int, fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -121,6 +121,9 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons + iter_num: int + the number of of the current iteration in the current epoch; + Will be restarted at zero at the beginning of every epoch fold : int Current Fold in Crossvalidation (default: 0) **kwargs: diff --git a/delira/models/backends/tf_eager/abstract_network.py b/delira/models/backends/tf_eager/abstract_network.py index 57c7de89..81bd8ffb 100644 --- a/delira/models/backends/tf_eager/abstract_network.py +++ b/delira/models/backends/tf_eager/abstract_network.py @@ -111,7 +111,7 @@ def prepare_batch(batch: dict, input_device, output_device): @staticmethod def closure(model, data_dict: dict, optimizers: typing.Dict[str, tf.train.Optimizer], losses: dict, - fold=0, **kwargs): + iter_num: int, fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -128,6 +128,9 @@ def closure(model, data_dict: dict, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons + iter_num: int + the number of of the current iteration in the current epoch; + Will be restarted at zero at the beginning of every epoch fold : int Current Fold in Crossvalidation (default: 0) **kwargs: diff --git a/delira/models/backends/tf_graph/abstract_network.py b/delira/models/backends/tf_graph/abstract_network.py index 2e43293e..141e702a 100644 --- a/delira/models/backends/tf_graph/abstract_network.py +++ b/delira/models/backends/tf_graph/abstract_network.py @@ -168,7 +168,7 @@ def prepare_batch(batch: dict, input_device, output_device): @staticmethod def closure(model, data_dict: dict, optimizers: dict, losses: dict, - fold=0, **kwargs): + iter_num: int, fold=0, **kwargs): """ default closure method to do a single training step; Could be overwritten for more advanced models @@ -185,6 +185,9 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, losses : dict dict holding the losses to calculate errors; ignored here, just passed for compatibility reasons + iter_num: int + the number of of the current iteration in the current epoch; + Will be restarted at zero at the beginning of every epoch fold : int Current Fold in Crossvalidation (default: 0) **kwargs: diff --git a/delira/models/backends/torch/abstract_network.py b/delira/models/backends/torch/abstract_network.py index 338e4497..80d5a506 100644 --- a/delira/models/backends/torch/abstract_network.py +++ b/delira/models/backends/torch/abstract_network.py @@ -100,7 +100,7 @@ def prepare_batch(batch: dict, input_device, output_device): @staticmethod def closure(model, data_dict: dict, optimizers: dict, losses: dict, - fold=0, **kwargs): + iter_num: int, fold=0, **kwargs): """ closure method to do a single backpropagation step @@ -115,6 +115,9 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, losses : dict dict holding the losses to calculate errors (gradients from different losses will be accumulated) + iter_num: int + the number of of the current iteration in the current epoch; + Will be restarted at zero at the beginning of every epoch fold : int Current Fold in Crossvalidation (default: 0) **kwargs: diff --git a/delira/models/backends/torchscript/abstract_network.py b/delira/models/backends/torchscript/abstract_network.py index 895c262d..5410cc8a 100644 --- a/delira/models/backends/torchscript/abstract_network.py +++ b/delira/models/backends/torchscript/abstract_network.py @@ -84,7 +84,7 @@ def prepare_batch(batch: dict, input_device, output_device): @staticmethod def closure(model, data_dict: dict, optimizers: dict, losses: dict, - fold=0, **kwargs): + iter_num: int, fold=0, **kwargs): """ closure method to do a single backpropagation step @@ -99,6 +99,9 @@ def closure(model, data_dict: dict, optimizers: dict, losses: dict, losses : dict dict holding the losses to calculate errors (gradients from different losses will be accumulated) + iter_num: int + the number of of the current iteration in the current epoch; + Will be restarted at zero at the beginning of every epoch fold : int Current Fold in Crossvalidation (default: 0) **kwargs: diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index a8c2c263..dc6e91d0 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -368,8 +368,8 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, else: iterable = enumerate(batchgen) - for batch_nr, batch in iterable: - self._at_iter_begin(epoch=epoch, iter_num=batch_nr) + for iter_num, batch in iterable: + self._at_iter_begin(epoch=epoch, iter_num=iter_num) data_dict = self._prepare_batch(batch) @@ -377,7 +377,7 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, optimizers=self.optimizers, losses=self.losses, fold=self.fold, - batch_nr=batch_nr) + iter_num=iter_num) data_dict = self._convert_to_npy_fn(**data_dict)[1] _preds = self._convert_to_npy_fn(**_preds)[1] @@ -390,7 +390,7 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, metrics.append(_metrics) losses.append(_losses) - self._at_iter_end(epoch=epoch, iter_num=batch_nr, + self._at_iter_end(epoch=epoch, iter_num=iter_num, data_dict={**batch, **_preds}, metrics={**_metrics, **_losses}) From 3043d9f463a0e999dd39eeb618b6b82d908a42f1 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 18:30:46 +0200 Subject: [PATCH 46/63] Add check for logging frequency --- tests/logging/test_logging_frequency.py | 84 +++++++++++++++++++++++++ 1 file changed, 84 insertions(+) create mode 100644 tests/logging/test_logging_frequency.py diff --git a/tests/logging/test_logging_frequency.py b/tests/logging/test_logging_frequency.py new file mode 100644 index 00000000..566180b6 --- /dev/null +++ b/tests/logging/test_logging_frequency.py @@ -0,0 +1,84 @@ +import unittest +from delira.logging import BaseBackend, SingleThreadedLogger +import logging + + +class DummyBackend(BaseBackend): + def _text(self, logging_no: int, tag: str, global_step=None): + logging.info("INFO: Logging Item Number %d" % logging_no) + + # implement dummy funtions to be able to instantiate backend + def _image(self, *args, **kwargs): + pass + + def _images(self, *args, **kwargs): + pass + + def _image_with_boxes(self, *args, **kwargs): + pass + + def _scalar(self, *args, **kwargs): + pass + + def _scalars(self, *args, **kwargs): + pass + + def _histogram(self, *args, **kwargs): + pass + + def _figure(self, *args, **kwargs): + pass + + def _audio(self, *args, **kwargs): + pass + + def _video(self, *args, **kwargs): + pass + + def _graph_pytorch(self, *args, **kwargs): + pass + + def _graph_tf(self, *args, **kwargs): + pass + + def _graph_onnx(self, *args, **kwargs): + pass + + def _embedding(self, *args, **kwargs): + pass + + def _pr_curve(self, *args, **kwargs): + pass + + +class LoggingFrequencyTestCase(unittest.TestCase): + + def _logging_freq_test(self, frequencies, num_runs: int, check_freq=None): + logger = SingleThreadedLogger(DummyBackend(), + logging_frequencies=frequencies, + reduce_types="last") + + if check_freq is None and isinstance(frequencies, int): + check_freq = frequencies + + assert check_freq is not None + + target_messages = 0 + + with self.assertLogs() as cm: + for idx in range(num_runs): + logger.log({"text": {"logging_no": idx, "tag": "dummy"}}) + + target_messages += int((idx+1) % check_freq == 0) + + self.assertIsNotNone(cm.output) + self.assertEqual(target_messages, len(cm.output)) + + def test_logging_freq(self): + for frequencies, check_freq in zip([1, 5, 10, {"text": 15}], + [None, None, None, 15]): + with self.subTest(frequencies=frequencies): + self._logging_freq_test(frequencies, 50, check_freq) + +if __name__ == '__main__': + unittest.main() From d1896840f19516813b0b9caf4d20a9d3dd690492 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 18:50:02 +0200 Subject: [PATCH 47/63] Move logging args to group them and don't use default val_score_key --- delira/training/backends/chainer/trainer.py | 54 ++++++++-------- delira/training/backends/sklearn/trainer.py | 52 ++++++++-------- delira/training/backends/tf_eager/trainer.py | 46 +++++++------- delira/training/backends/tf_graph/trainer.py | 52 ++++++++-------- delira/training/backends/torch/trainer.py | 54 ++++++++-------- .../training/backends/torchscript/trainer.py | 48 +++++++------- delira/training/base_experiment.py | 20 +++++- delira/training/base_trainer.py | 62 ++++++++++--------- 8 files changed, 202 insertions(+), 186 deletions(-) diff --git a/delira/training/backends/chainer/trainer.py b/delira/training/backends/chainer/trainer.py index 089d9668..232f9aa4 100644 --- a/delira/training/backends/chainer/trainer.py +++ b/delira/training/backends/chainer/trainer.py @@ -39,6 +39,9 @@ def __init__(self, optim_fn=create_optims_default, logging_type="tensorboardx", logging_kwargs=None, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, fold=0, callbacks=None, start_epoch=1, @@ -46,9 +49,6 @@ def __init__(self, convert_batch_to_npy_fn=convert_to_numpy, mixed_precision=False, val_freq=1, - logging_callback_cls=DefaultLoggingCallback, - logging_frequencies=None, - logging_reduce_types=None, ** kwargs): """ @@ -91,6 +91,27 @@ def __init__(self, If callable: it must be a logging handler class logging_kwargs : dict dictionary containing all logging keyword arguments + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. fold : int current cross validation fold (0 per default) callbacks : list @@ -112,27 +133,6 @@ def __init__(self, trained model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 - logging_callback_cls : class - the callback class to create and register for logging - logging_frequencies : int or dict - specifies how often to log for each key. - If int: integer will be applied to all valid keys - if dict: should contain a frequency per valid key. Missing keys - will be filled with a frequency of 1 (log every time) - None is equal to empty dict here. - logging_reduce_types : str of FunctionType or dict - if str: - specifies the reduction type to use. Valid types are - 'last' | 'first' | 'mean' | 'max' | 'min'. - The given type will be mapped to all valid keys. - if FunctionType: - specifies the actual reduction function. Will be applied - for all keys. - if dict: should contain pairs of valid logging keys and either - str or FunctionType. Specifies the logging value per key. - Missing keys will be filles with a default value of 'last'. - Valid types for strings are - 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : additional keyword arguments @@ -166,15 +166,15 @@ def __init__(self, key_mapping=key_mapping, logging_type=logging_type, logging_kwargs=logging_kwargs, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, fold=fold, callbacks=callbacks, start_epoch=start_epoch, metric_keys=metric_keys, convert_batch_to_npy_fn=convert_batch_to_npy_fn, val_freq=val_freq, - logging_callback_cls=logging_callback_cls, - logging_frequencies=logging_frequencies, - logging_reduce_types=logging_reduce_types, **kwargs ) diff --git a/delira/training/backends/sklearn/trainer.py b/delira/training/backends/sklearn/trainer.py index dc8b358b..c150c4f2 100644 --- a/delira/training/backends/sklearn/trainer.py +++ b/delira/training/backends/sklearn/trainer.py @@ -35,15 +35,15 @@ def __init__(self, save_freq=1, logging_type="tensorboardx", logging_kwargs=None, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, fold=0, callbacks=None, start_epoch=1, metric_keys=None, convert_batch_to_npy_fn=convert_to_numpy, val_freq=1, - logging_callback_cls=DefaultLoggingCallback, - logging_frequencies=None, - logging_reduce_types=None, ** kwargs): """ @@ -71,24 +71,6 @@ def __init__(self, If callable: it must be a logging handler class logging_kwargs : dict dictionary containing all logging keyword arguments - fold : int - current cross validation fold (0 per default) - callbacks : list - initial callbacks to register - start_epoch : int - epoch to start training at - metric_keys : dict - dict specifying which batch_dict entry to use for which metric as - target; default: None, which will result in key "label" for all - metrics - convert_batch_to_npy_fn : type, optional - function converting a batch-tensor to numpy, per default this is - a function, returning the inputs without changing anything - val_freq : int - validation frequency specifying how often to validate the trained - model (a value of 1 denotes validating every epoch, - a value of 2 denotes validating every second epoch etc.); - defaults to 1 logging_callback_cls : class the callback class to create and register for logging logging_frequencies : int or dict @@ -100,7 +82,7 @@ def __init__(self, logging_reduce_types : str of FunctionType or dict if str: specifies the reduction type to use. Valid types are - 'last' | 'first' | 'mean' | 'max' | 'min'. + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. The given type will be mapped to all valid keys. if FunctionType: specifies the actual reduction function. Will be applied @@ -109,7 +91,25 @@ def __init__(self, str or FunctionType. Specifies the logging value per key. Missing keys will be filles with a default value of 'last'. Valid types for strings are - 'last' | 'first' | 'mean' | 'max' | 'min'. + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. + fold : int + current cross validation fold (0 per default) + callbacks : list + initial callbacks to register + start_epoch : int + epoch to start training at + metric_keys : dict + dict specifying which batch_dict entry to use for which metric as + target; default: None, which will result in key "label" for all + metrics + convert_batch_to_npy_fn : type, optional + function converting a batch-tensor to numpy, per default this is + a function, returning the inputs without changing anything + val_freq : int + validation frequency specifying how often to validate the trained + model (a value of 1 denotes validating every epoch, + a value of 2 denotes validating every second epoch etc.); + defaults to 1 **kwargs : additional keyword arguments @@ -136,15 +136,15 @@ def __init__(self, key_mapping=key_mapping, logging_type=logging_type, logging_kwargs=logging_kwargs, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, fold=fold, callbacks=callbacks, start_epoch=start_epoch, metric_keys=metric_keys, convert_batch_to_npy_fn=convert_batch_to_npy_fn, val_freq=val_freq, - logging_callback_cls=logging_callback_cls, - logging_frequencies=logging_frequencies, - logging_reduce_types=logging_reduce_types, **kwargs ) diff --git a/delira/training/backends/tf_eager/trainer.py b/delira/training/backends/tf_eager/trainer.py index f296256d..105fa99d 100644 --- a/delira/training/backends/tf_eager/trainer.py +++ b/delira/training/backends/tf_eager/trainer.py @@ -31,15 +31,15 @@ def __init__(self, optim_fn=create_optims_default, logging_type="tensorboardx", logging_kwargs=None, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, fold=0, callbacks=None, start_epoch=1, metric_keys=None, convert_batch_to_npy_fn=convert_to_numpy, val_freq=1, - logging_callback_cls=DefaultLoggingCallback, - logging_frequencies=None, - logging_reduce_types=None, **kwargs): """ @@ -81,24 +81,6 @@ def __init__(self, If callable: it must be a logging handler class logging_kwargs : dict dictionary containing all logging keyword arguments - fold : int - current cross validation fold (0 per default) - callbacks : list - initial callbacks to register - start_epoch : int - epoch to start training at - metric_keys : dict - dict specifying which batch_dict entry to use for which metric as - target; default: None, which will result in key "label" for all - metrics - convert_batch_to_npy_fn : type, optional - function converting a batch-tensor to numpy, per default this is - the identity function - val_freq : int - validation frequency specifying how often to validate the trained - model (a value of 1 denotes validating every epoch, - a value of 2 denotes validating every second epoch etc.); - defaults to 1 logging_callback_cls : class the callback class to create and register for logging logging_frequencies : int or dict @@ -110,7 +92,7 @@ def __init__(self, logging_reduce_types : str of FunctionType or dict if str: specifies the reduction type to use. Valid types are - 'last' | 'first' | 'mean' | 'max' | 'min'. + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. The given type will be mapped to all valid keys. if FunctionType: specifies the actual reduction function. Will be applied @@ -119,7 +101,25 @@ def __init__(self, str or FunctionType. Specifies the logging value per key. Missing keys will be filles with a default value of 'last'. Valid types for strings are - 'last' | 'first' | 'mean' | 'max' | 'min'. + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. + fold : int + current cross validation fold (0 per default) + callbacks : list + initial callbacks to register + start_epoch : int + epoch to start training at + metric_keys : dict + dict specifying which batch_dict entry to use for which metric as + target; default: None, which will result in key "label" for all + metrics + convert_batch_to_npy_fn : type, optional + function converting a batch-tensor to numpy, per default this is + the identity function + val_freq : int + validation frequency specifying how often to validate the trained + model (a value of 1 denotes validating every epoch, + a value of 2 denotes validating every second epoch etc.); + defaults to 1 **kwargs : Additional keyword arguments diff --git a/delira/training/backends/tf_graph/trainer.py b/delira/training/backends/tf_graph/trainer.py index 99d1cb47..79139f4b 100644 --- a/delira/training/backends/tf_graph/trainer.py +++ b/delira/training/backends/tf_graph/trainer.py @@ -42,15 +42,15 @@ def __init__(self, optim_fn=create_optims_default, logging_type="tensorboardx", logging_kwargs=None, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, fold=0, callbacks=None, start_epoch=1, metric_keys=None, convert_batch_to_npy_fn=convert_to_numpy, val_freq=1, - logging_callback_cls=DefaultLoggingCallback, - logging_frequencies=None, - logging_reduce_types=None, **kwargs ): """ @@ -93,24 +93,6 @@ def __init__(self, If callable: it must be a logging handler class logging_kwargs : dict dictionary containing all logging keyword arguments - fold : int - current cross validation fold (0 per default) - callbacks : list - initial callbacks to register - start_epoch : int - epoch to start training at - metric_keys : dict - dict specifying which batch_dict entry to use for which metric as - target; default: None, which will result in key "label" for all - metrics - convert_batch_to_npy_fn : type, optional - function converting a batch-tensor to numpy, per default this is - the identity function - val_freq : int - validation frequency specifying how often to validate the trained - model (a value of 1 denotes validating every epoch, - a value of 2 denotes validating every second epoch etc.); - defaults to 1 logging_callback_cls : class the callback class to create and register for logging logging_frequencies : int or dict @@ -122,7 +104,7 @@ def __init__(self, logging_reduce_types : str of FunctionType or dict if str: specifies the reduction type to use. Valid types are - 'last' | 'first' | 'mean' | 'max' | 'min'. + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. The given type will be mapped to all valid keys. if FunctionType: specifies the actual reduction function. Will be applied @@ -131,7 +113,25 @@ def __init__(self, str or FunctionType. Specifies the logging value per key. Missing keys will be filles with a default value of 'last'. Valid types for strings are - 'last' | 'first' | 'mean' | 'max' | 'min'. + 'last' | 'first' | 'mean' 'median' | 'max' | 'min'. + fold : int + current cross validation fold (0 per default) + callbacks : list + initial callbacks to register + start_epoch : int + epoch to start training at + metric_keys : dict + dict specifying which batch_dict entry to use for which metric as + target; default: None, which will result in key "label" for all + metrics + convert_batch_to_npy_fn : type, optional + function converting a batch-tensor to numpy, per default this is + the identity function + val_freq : int + validation frequency specifying how often to validate the trained + model (a value of 1 denotes validating every epoch, + a value of 2 denotes validating every second epoch etc.); + defaults to 1 **kwargs : Additional keyword arguments @@ -165,15 +165,15 @@ def __init__(self, key_mapping=key_mapping, logging_type=logging_type, logging_kwargs=logging_kwargs, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, fold=fold, callbacks=callbacks, start_epoch=start_epoch, metric_keys=metric_keys, convert_batch_to_npy_fn=convert_batch_to_npy_fn, val_freq=val_freq, - logging_callback_cls=logging_callback_cls, - logging_frequencies=logging_frequencies, - logging_reduce_types=logging_reduce_types, **kwargs ) diff --git a/delira/training/backends/torch/trainer.py b/delira/training/backends/torch/trainer.py index ecf64aad..1e5bf0cc 100644 --- a/delira/training/backends/torch/trainer.py +++ b/delira/training/backends/torch/trainer.py @@ -45,6 +45,9 @@ def __init__(self, optim_fn=create_optims_default, logging_type="tensorboardx", logging_kwargs=None, + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, fold=0, callbacks=None, start_epoch=1, @@ -61,9 +64,6 @@ def __init__(self, "num_losses": 1, "verbosity": 1}, val_freq=1, - logging_callback_cls=DefaultLoggingCallback, - logging_frequencies=None, - logging_reduce_types=None, ** kwargs): """ @@ -106,6 +106,27 @@ def __init__(self, If callable: it must be a logging handler class logging_kwargs : dict dictionary containing all logging keyword arguments + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. fold : int current cross validation fold (0 per default) callbacks : list @@ -172,27 +193,6 @@ def __init__(self, trained model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 - logging_callback_cls : class - the callback class to create and register for logging - logging_frequencies : int or dict - specifies how often to log for each key. - If int: integer will be applied to all valid keys - if dict: should contain a frequency per valid key. Missing keys - will be filled with a frequency of 1 (log every time) - None is equal to empty dict here. - logging_reduce_types : str of FunctionType or dict - if str: - specifies the reduction type to use. Valid types are - 'last' | 'first' | 'mean' | 'max' | 'min'. - The given type will be mapped to all valid keys. - if FunctionType: - specifies the actual reduction function. Will be applied - for all keys. - if dict: should contain pairs of valid logging keys and either - str or FunctionType. Specifies the logging value per key. - Missing keys will be filles with a default value of 'last'. - Valid types for strings are - 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : additional keyword arguments @@ -225,15 +225,15 @@ def __init__(self, key_mapping=key_mapping, logging_type=logging_type, logging_kwargs=logging_kwargs, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, fold=fold, callbacks=callbacks, start_epoch=start_epoch, metric_keys=metric_keys, convert_batch_to_npy_fn=convert_batch_to_npy_fn, val_freq=val_freq, - logging_callback_cls=logging_callback_cls, - logging_frequencies=logging_frequencies, - logging_reduce_types=logging_reduce_types, **kwargs ) diff --git a/delira/training/backends/torchscript/trainer.py b/delira/training/backends/torchscript/trainer.py index 564a67f7..512945ff 100644 --- a/delira/training/backends/torchscript/trainer.py +++ b/delira/training/backends/torchscript/trainer.py @@ -87,6 +87,27 @@ def __init__(self, If callable: it must be a logging handler class logging_kwargs : dict dictionary containing all logging keyword arguments + logging_callback_cls : class + the callback class to create and register for logging + logging_frequencies : int or dict + specifies how often to log for each key. + If int: integer will be applied to all valid keys + if dict: should contain a frequency per valid key. Missing keys + will be filled with a frequency of 1 (log every time) + None is equal to empty dict here. + logging_reduce_types : str of FunctionType or dict + if str: + specifies the reduction type to use. Valid types are + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. + The given type will be mapped to all valid keys. + if FunctionType: + specifies the actual reduction function. Will be applied + for all keys. + if dict: should contain pairs of valid logging keys and either + str or FunctionType. Specifies the logging value per key. + Missing keys will be filles with a default value of 'last'. + Valid types for strings are + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. fold : int current cross validation fold (0 per default) callbacks : list @@ -111,27 +132,6 @@ def __init__(self, model (a value of 1 denotes validating every epoch, a value of 2 denotes validating every second epoch etc.); defaults to 1 - logging_callback_cls : class - the callback class to create and register for logging - logging_frequencies : int or dict - specifies how often to log for each key. - If int: integer will be applied to all valid keys - if dict: should contain a frequency per valid key. Missing keys - will be filled with a frequency of 1 (log every time) - None is equal to empty dict here. - logging_reduce_types : str of FunctionType or dict - if str: - specifies the reduction type to use. Valid types are - 'last' | 'first' | 'mean' | 'max' | 'min'. - The given type will be mapped to all valid keys. - if FunctionType: - specifies the actual reduction function. Will be applied - for all keys. - if dict: should contain pairs of valid logging keys and either - str or FunctionType. Specifies the logging value per key. - Missing keys will be filles with a default value of 'last'. - Valid types for strings are - 'last' | 'first' | 'mean' | 'max' | 'min'. **kwargs : additional keyword arguments @@ -173,15 +173,15 @@ def __init__(self, key_mapping=key_mapping, logging_type=logging_type, logging_kwargs=logging_kwargs, + logging_callback_cls=logging_callback_cls, + logging_frequencies=logging_frequencies, + logging_reduce_types=logging_reduce_types, fold=fold, callbacks=callbacks, start_epoch=start_epoch, metric_keys=metric_keys, convert_batch_to_npy_fn=convert_batch_to_npy_fn, val_freq=val_freq, - logging_callback_cls=logging_callback_cls, - logging_frequencies=logging_frequencies, - logging_reduce_types=logging_reduce_types, mixed_precision=False, mixed_precision_kwargs={}, **kwargs diff --git a/delira/training/base_experiment.py b/delira/training/base_experiment.py index ade1e718..7642e02a 100644 --- a/delira/training/base_experiment.py +++ b/delira/training/base_experiment.py @@ -4,6 +4,7 @@ import pickle import os from datetime import datetime +import warnings import copy @@ -122,9 +123,10 @@ def __init__(self, self.predictor_cls = predictor_cls if val_score_key is None: - if params.nested_get("metrics", False): - val_score_key = sorted( - params.nested_get("metrics").keys())[0] + warnings.warn("No 'val_score_key' is given. This disables the " + "automatic selection of the best model", + UserWarning) + self.val_score_key = val_score_key assert key_mapping is not None @@ -205,8 +207,20 @@ def _setup_training(self, params, **kwargs): lr_scheduler_cls = training_params.nested_get("lr_sched_cls", None) lr_scheduler_params = training_params.nested_get("lr_sched_params", {}) + metrics = training_params.nested_get("metrics", {}) + # ToDo: remove after next release + val_metrics = params.nested_get("val_metrics", {}) + train_metrics = params.nested_get("train_metrics", {}) + + if val_metrics or train_metrics: + warnings.warn("'val_metrics' and 'train_metrics' are deprecated. " + "Please use the combined 'metrics' instead!", + DeprecationWarning) + metrics.update(val_metrics) + metrics.update(train_metrics) + # necessary for resuming training from a given path save_path = kwargs.pop("save_path", os.path.join( self.save_path, diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index dc6e91d0..d9972370 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -2,6 +2,7 @@ import os import pickle import typing +import warnings from delira.utils.config import LookupConfig @@ -47,15 +48,15 @@ def __init__(self, key_mapping: dict, logging_type: str, logging_kwargs: dict, - fold: int, - callbacks: typing.List[AbstractCallback], + logging_callback_cls=DefaultLoggingCallback, + logging_frequencies=None, + logging_reduce_types=None, + fold: int = 0, + callbacks: typing.List[AbstractCallback] = None, start_epoch=1, metric_keys=None, convert_batch_to_npy_fn=lambda x: x, val_freq=1, - logging_callback_cls=DefaultLoggingCallback, - logging_frequencies=None, - logging_reduce_types=None, **kwargs ): """ @@ -98,25 +99,6 @@ def __init__(self, If callable: it must be a logging handler backend class logging_kwargs : dict dictionary containing all logging keyword arguments - fold : int - current cross validation fold (0 per default) - callbacks : list - initial callbacks to register - start_epoch : int - epoch to start training at - metric_keys : dict - the batch_dict keys to use for each metric to calculate. - Should contain a value for each key in ``metrics``. - If no values are given for a key, per default ``pred`` and - ``label`` will be used for metric calculation - convert_batch_to_npy_fn : type, optional - function converting a batch-tensor to numpy, per default this is - the identity function - val_freq : int - validation frequency specifying how often to validate the trained - model (a value of 1 denotes validating every epoch, - a value of 2 denotes validating every second epoch etc.); - defaults to 1 logging_callback_cls : class the callback class to create and register for logging logging_frequencies : int or dict @@ -128,7 +110,7 @@ def __init__(self, logging_reduce_types : str of FunctionType or dict if str: specifies the reduction type to use. Valid types are - 'last' | 'first' | 'mean' | 'max' | 'min'. + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. The given type will be mapped to all valid keys. if FunctionType: specifies the actual reduction function. Will be applied @@ -137,7 +119,26 @@ def __init__(self, str or FunctionType. Specifies the logging value per key. Missing keys will be filles with a default value of 'last'. Valid types for strings are - 'last' | 'first' | 'mean' | 'max' | 'min'. + 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. + fold : int + current cross validation fold (0 per default) + callbacks : list + initial callbacks to register + start_epoch : int + epoch to start training at + metric_keys : dict + the batch_dict keys to use for each metric to calculate. + Should contain a value for each key in ``metrics``. + If no values are given for a key, per default ``pred`` and + ``label`` will be used for metric calculation + convert_batch_to_npy_fn : type, optional + function converting a batch-tensor to numpy, per default this is + the identity function + val_freq : int + validation frequency specifying how often to validate the trained + model (a value of 1 denotes validating every epoch, + a value of 2 denotes validating every second epoch etc.); + defaults to 1 **kwargs : Additional keyword arguments @@ -145,6 +146,8 @@ def __init__(self, # explicity not call self._setup here to reuse the __init__ of # abstract class. self._setup has to be called in subclass + if callbacks is None: + callbacks = [] # check argument types assert isinstance(network, AbstractNetwork) @@ -506,10 +509,9 @@ def reduce_fn(batch): if val_score_key is not None: if val_score_key not in total_metrics: if "val_" + val_score_key not in total_metrics: - logger.warning( - "val_score_key '%s' not a valid key for \ - validation metrics" % - str(val_score_key)) + warnings.warn("val_score_key '%s' not a valid key " + "for validation metrics" % + str(val_score_key), UserWarning) new_val_score = best_val_score From 6484d232f0c72c1642e7c9572a91d3e2de9adf0b Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 18:56:05 +0200 Subject: [PATCH 48/63] Raise TypeError instead of AssertionError on typechecks --- delira/training/base_trainer.py | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index d9972370..b41c5bc9 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -150,13 +150,14 @@ def __init__(self, callbacks = [] # check argument types - assert isinstance(network, AbstractNetwork) - assert isinstance(save_path, str) - assert isinstance(losses, dict) - assert isinstance(optimizer_params, dict) - assert isinstance(metrics, dict) - assert isinstance(lr_scheduler_params, dict) - assert isinstance(gpu_ids, list) + for instance, cls_type in zip([ + network, save_path, losses, optimizer_params, metrics, + lr_scheduler_params, gpu_ids], [AbstractNetwork, str, dict, dict, + dict, dict, list]): + if not isinstance(instance, cls_type): + raise TypeError("%s should be of type %s, but is of type %s" + % (instance.__name__, cls_type.__name__, + type(instance).__name__)) if os.path.isdir(save_path): logger.warning( @@ -511,7 +512,7 @@ def reduce_fn(batch): if "val_" + val_score_key not in total_metrics: warnings.warn("val_score_key '%s' not a valid key " "for validation metrics" % - str(val_score_key), UserWarning) + str(val_score_key), UserWarning) new_val_score = best_val_score @@ -782,7 +783,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict, if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type From ebfae53df38782099cff7e5389358244befba91e Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 18:56:39 +0200 Subject: [PATCH 49/63] Remove duplicated entry in docstring --- delira/training/base_trainer.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index b41c5bc9..7793487c 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -722,8 +722,6 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict, dictionary containing all logging keyword arguments logging_callback_cls : class the callback class to create and register for logging - logging_callback_cls : class - the callback class to create and register for logging logging_frequencies : int or dict specifies how often to log for each key. If int: integer will be applied to all valid keys From 045a0547a1b77110837a6603424158f82d6bf413 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 18:59:13 +0200 Subject: [PATCH 50/63] more specific docstring for reduce_types --- delira/logging/base_logger.py | 4 ++++ delira/training/base_trainer.py | 4 ++++ 2 files changed, 8 insertions(+) diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index bedef501..cb277071 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -33,6 +33,10 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, will be filled with a frequency of 1 (log every time) None is equal to empty dict here. reduce_types : str of FunctionType or dict + Values are logged in each iteration. This argument specifies, + how to reduce them to a single value if a logging_frequency + besides 1 is passed + if str: specifies the reduction type to use. Valid types are 'last' | 'first' | 'mean' | 'median' | 'max' | 'min'. diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 7793487c..fab4fb13 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -729,6 +729,10 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict, will be filled with a frequency of 1 (log every time) None is equal to empty dict here. reduce_types : str of FunctionType or dict + Values are logged in each iteration. This argument specifies, + how to reduce them to a single value if a logging_frequency + besides 1 is passed + if str: specifies the reduction type to use. Valid types are 'last' | 'first' | 'mean' | 'max' | 'min'. From 12ed8694e4d75af1dcf7ef53c91aadd3c1ff8321 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 19:01:35 +0200 Subject: [PATCH 51/63] docstring for `register_callback` --- delira/training/base_trainer.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index fab4fb13..7ce340ba 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -859,6 +859,16 @@ def _search_for_prev_state(path, extensions=None): return None, 1 def register_callback(self, callback: AbstractCallback): + """ + Registers the passed callback to the trainer, + after checking it is really a valid callback + + Parameters + ---------- + callback : AbstractCallback + the potential callback to register + + """ has_all_attrs = True for attr in ("iter", "epoch",): has_all_attrs = has_all_attrs and hasattr(callback, From 7a95fa2247d2d0b146213359f843df0f1c944bae Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 19:05:44 +0200 Subject: [PATCH 52/63] Fix duplicate tests and adjust assertion message and docstrings --- delira/training/base_trainer.py | 13 +++++++++++-- delira/training/predictor.py | 4 ++-- 2 files changed, 13 insertions(+), 4 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 7ce340ba..fd973a6d 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -868,13 +868,22 @@ def register_callback(self, callback: AbstractCallback): callback : AbstractCallback the potential callback to register + Raises + ------ + AssertionError + :param:`callback` is not an instance of :class:`AbstractCallback` + and does not provide the methods `at_iter_begin`, `at_iter_end`, + `at_epoch_begin` and `at_epoch_end` + """ has_all_attrs = True - for attr in ("iter", "epoch",): + for attr in ("epoch",): has_all_attrs = has_all_attrs and hasattr(callback, "at_%s_begin" % attr) has_all_attrs = has_all_attrs and hasattr(callback, "at_%s_end" % attr) - assert has_all_attrs + assert has_all_attrs, "Given callback is not valid; Must be " \ + "instance of AbstractCallback or provide " \ + "functions 'at_epoch_begin' and 'at_epoch_end'" super().register_callback(callback) diff --git a/delira/training/predictor.py b/delira/training/predictor.py index 79ddb200..c03746db 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -646,12 +646,12 @@ def register_callback(self, callback: AbstractCallback): ------ AssertionError `callback` is not an instance of :class:`AbstractCallback` and has - not both methods ['at_epoch_begin', 'at_epoch_end'] + not both methods ['at_iter_begin', 'at_iter_end'] """ assertion_str = "Given callback is not valid; Must be instance of " \ "AbstractCallback or provide functions " \ - "'at_epoch_begin' and 'at_epoch_end'" + "'at_iter_begin' and 'at_iter_end'" instance_check = isinstance(callback, AbstractCallback) attr_check_begin = hasattr(callback, "at_iter_begin") attr_check_end = hasattr(callback, "at_iter_end") From a25b87c8b9b64094c1c0395cbe58456bad8eb71b Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 19:17:26 +0200 Subject: [PATCH 53/63] Add docstrings containing the arguments passed to callbacks --- delira/training/base_trainer.py | 23 +++++++++++++++++++++++ delira/training/predictor.py | 15 ++++++++++++++- 2 files changed, 37 insertions(+), 1 deletion(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index fd973a6d..65c608ba 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -260,6 +260,12 @@ def _at_epoch_begin(self, val_score_key, epoch, num_epochs, **kwargs : keyword arguments + Notes + ----- + All callbacks receive a `val_score_key`, an `epoch` and a + `num_epochs` argument as well as all keyword arguments, which might + be passed from subclasses + """ # execute all callbacks @@ -287,6 +293,12 @@ def _at_epoch_end(self, metrics_val, val_score_key, epoch, is_best, **kwargs : keyword arguments + Notes + ----- + All callbacks receive a `metrics_val`, a `val_score_key`, an_epoch + and a `is_best` argument as well as all keyword arguments, which + might be passed from subclasses + """ for cb in self._callbacks: @@ -315,6 +327,11 @@ def _at_iter_begin(self, iter_num, epoch=0, **kwargs): **kwargs : additional keyword arguments (forwarded to callback calls) + Notes + ----- + All callbacks receive a `data_dict`, an `iter_num` and an epoch as + well as all keyword arguments, which might be passed from subclasses + """ for cb in self._callbacks: self._update_state(cb.at_iter_begin( @@ -336,6 +353,12 @@ def _at_iter_end(self, data_dict, iter_num, epoch=0, **kwargs): **kwargs : additional keyword arguments (forwarded to callback calls) + Notes + ----- + All callbacks receive a `data_dict`, an `iter_num` and a + `global_iter_num` as well as all keyword arguments, which might be + passed from subclasses + """ for cb in self._callbacks: diff --git a/delira/training/predictor.py b/delira/training/predictor.py index c03746db..91fa84cd 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -172,6 +172,11 @@ def _at_iter_begin(self, iter_num, **kwargs): dict combined dicts returned by the callbacks + Notes + ----- + All callbacks receive a `data_dict` and an `iter_num` as well as all + keyword arguments, which might be passed from subclasses + """ return_dict = {} for cb in self._callbacks: @@ -197,12 +202,20 @@ def _at_iter_end(self, data_dict, iter_num, **kwargs): dict combined dicts returned by the callbacks + Notes + ----- + All callbacks receive a `data_dict`, an `iter_num` and a + `global_iter_num` as well as all keyword arguments, which might be + passed from subclasses + """ + + global_iter_num = kwargs.pop("global_iter_num", iter_num) return_dict = {} for cb in self._callbacks: return_dict.update(cb.at_iter_end(data_dict=data_dict, iter_num=iter_num, - global_iter_num=iter_num, + global_iter_num=global_iter_num, **kwargs)) return return_dict From 5dc9c0759e1262526e4c3b7c3bf0f6450771a7f9 Mon Sep 17 00:00:00 2001 From: Justus Schock Date: Sat, 7 Sep 2019 19:29:19 +0200 Subject: [PATCH 54/63] Add tag to queue id --- delira/logging/base_logger.py | 24 ++++++++++++++++++------ 1 file changed, 18 insertions(+), 6 deletions(-) diff --git a/delira/logging/base_logger.py b/delira/logging/base_logger.py index cb277071..1e53a78d 100644 --- a/delira/logging/base_logger.py +++ b/delira/logging/base_logger.py @@ -90,8 +90,7 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, # assign frequencies and create empty queues self._logging_frequencies = logging_frequencies - self._logging_queues = { - k: [] for k in backend.KEYWORD_FN_MAPPING.keys()} + self._logging_queues = {} default_reduce_type = "last" if reduce_types is None: @@ -170,18 +169,31 @@ def log(self, log_message: dict): # multiple logging instances at once possible with # different keys for k, v in log_message.items(): + # append tag if tag is given, because otherwise we + # would enqueue same types but different tags in same + # queue + if "tag" in v: + queue_key = k + "." + v["tag"] + else: + queue_key = k + + # create queue if necessary + if queue_key not in self._logging_queues: + self._logging_queues[queue_key] = [] + # append current message to queue - self._logging_queues[k].append({k: v}) + self._logging_queues[queue_key].append({k: v}) # check if logging should be executed - if (len(self._logging_queues[k]) + if (len(self._logging_queues[queue_key]) % self._logging_frequencies[k] == 0): # reduce elements inside queue reduce_message = reduce_dict( - self._logging_queues[k], self._reduce_types[k]) + self._logging_queues[queue_key], + self._reduce_types[k]) # flush reduced elements self._flush_queue.put_nowait(reduce_message) # empty queue - self._logging_queues[k] = [] + self._logging_queues[queue_key] = [] else: # logging inappropriate message with python's logging logging.log(self._level, log_message) From 3416186259ed1b4cc3bd81d6bbb7cc4735a37cfc Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Sun, 8 Sep 2019 08:30:33 +0000 Subject: [PATCH 55/63] PEP-8 Auto-Fix --- delira/training/base_trainer.py | 2 +- tests/logging/test_logging_frequency.py | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 65c608ba..9aa0be2a 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -808,7 +808,7 @@ def _reinitialize_logging(self, logging_type, logging_kwargs: dict, if "exp_name" in _logging_kwargs.keys(): _logging_kwargs["exp_name"] = _logging_kwargs["exp_name"] + \ - "_%02d" % self.fold + "_%02d" % self.fold # remove prior Trixihandlers and reinitialize it with given logging # type diff --git a/tests/logging/test_logging_frequency.py b/tests/logging/test_logging_frequency.py index 566180b6..f46adbee 100644 --- a/tests/logging/test_logging_frequency.py +++ b/tests/logging/test_logging_frequency.py @@ -69,7 +69,7 @@ def _logging_freq_test(self, frequencies, num_runs: int, check_freq=None): for idx in range(num_runs): logger.log({"text": {"logging_no": idx, "tag": "dummy"}}) - target_messages += int((idx+1) % check_freq == 0) + target_messages += int((idx + 1) % check_freq == 0) self.assertIsNotNone(cm.output) self.assertEqual(target_messages, len(cm.output)) @@ -80,5 +80,6 @@ def test_logging_freq(self): with self.subTest(frequencies=frequencies): self._logging_freq_test(frequencies, 50, check_freq) + if __name__ == '__main__': unittest.main() From 64e3d960f051b1373f0cabf7e1f497217772dffb Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 11 Sep 2019 16:09:08 +0200 Subject: [PATCH 56/63] Move callback args docstring from trainer to abstract callback --- delira/training/base_trainer.py | 37 ++++--------------- .../training/callbacks/abstract_callback.py | 12 +++++- 2 files changed, 18 insertions(+), 31 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 31dc870e..37509619 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -265,14 +265,7 @@ def _at_epoch_begin(self, val_score_key, epoch, num_epochs, **kwargs : keyword arguments - Notes - ----- - All callbacks receive a `val_score_key`, an `epoch` and a - `num_epochs` argument as well as all keyword arguments, which might - be passed from subclasses - """ - # execute all callbacks for cb in self._callbacks: self._update_state(cb.at_epoch_begin(self, val_metrics={}, @@ -298,12 +291,6 @@ def _at_epoch_end(self, metrics_val, val_score_key, epoch, is_best, **kwargs : keyword arguments - Notes - ----- - All callbacks receive a `metrics_val`, a `val_score_key`, an_epoch - and a `is_best` argument as well as all keyword arguments, which - might be passed from subclasses - """ for cb in self._callbacks: @@ -332,15 +319,10 @@ def _at_iter_begin(self, iter_num, epoch=0, **kwargs): **kwargs : additional keyword arguments (forwarded to callback calls) - Notes - ----- - All callbacks receive a `data_dict`, an `iter_num` and an epoch as - well as all keyword arguments, which might be passed from subclasses - """ for cb in self._callbacks: self._update_state(cb.at_iter_begin( - self, epoch=epoch, iter_num=iter_num, + self, curr_epoch=epoch, iter_num=iter_num, global_iter_num=self._global_iter_num, **kwargs)) def _at_iter_end(self, data_dict, iter_num, epoch=0, **kwargs): @@ -358,18 +340,13 @@ def _at_iter_end(self, data_dict, iter_num, epoch=0, **kwargs): **kwargs : additional keyword arguments (forwarded to callback calls) - Notes - ----- - All callbacks receive a `data_dict`, an `iter_num` and a - `global_iter_num` as well as all keyword arguments, which might be - passed from subclasses - """ for cb in self._callbacks: self._update_state(cb.at_iter_begin( - self, epoch=epoch, iter_num=iter_num, data_dict=data_dict, - global_iter_num=self._global_iter_num, **kwargs)) + self, curr_epoch=epoch, iter_num=iter_num, + data_dict=data_dict, global_iter_num=self._global_iter_num, + **kwargs)) self._global_iter_num += 1 @@ -629,14 +606,14 @@ def register_callback(self, callback: AbstractCallback): assertion_str = "Given callback is not valid; Must be instance of " \ "AbstractCallback or provide functions " \ "'at_training_begin' and 'at_training_end'" - + instance_check = isinstance(callback, AbstractCallback) attr_check_begin_train = hasattr(callback, "at_training_begin") attr_check_end_train = hasattr(callback, "at_training_end") attr_check_both_train = attr_check_begin_train and attr_check_end_train - + assert instance_check or attr_check_both_train, assertion_str - + super().register_callback(callback) def save_state(self, file_name, *args, **kwargs): diff --git a/delira/training/callbacks/abstract_callback.py b/delira/training/callbacks/abstract_callback.py index 2b265e16..47da598b 100644 --- a/delira/training/callbacks/abstract_callback.py +++ b/delira/training/callbacks/abstract_callback.py @@ -83,7 +83,6 @@ def at_training_begin(self, trainer, **kwargs): dict modified trainer attributes, where the name must correspond to the trainer's attribute name - """ return {} @@ -122,6 +121,11 @@ def at_iter_begin(self, trainer, **kwargs): modified trainer attributes, where the name must correspond to the trainer's attribute name + Notes + ----- + The basetrainer calls the callbacks with the following additional + arguments: `curr_epoch`(int), `iter_num`(int), `global_iter_num`(int) + """ return {} @@ -141,5 +145,11 @@ def at_iter_end(self, trainer, **kwargs): modified trainer attributes, where the name must correspond to the trainer's attribute name + Notes + ----- + The basetrainer calls the callbacks with the following additional + arguments: `curr_epoch`(int), `iter_num`(int), `global_iter_num`(int), + `data_dict`(dict, contains prediction and input data) + """ return {} From 25bcc8512f442c7b965ec0426ed36d9d3e5fb507 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 11 Sep 2019 14:25:38 +0000 Subject: [PATCH 57/63] PEP-8 Auto-Fix --- delira/training/base_trainer.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 31dc870e..3c2330f7 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -629,14 +629,14 @@ def register_callback(self, callback: AbstractCallback): assertion_str = "Given callback is not valid; Must be instance of " \ "AbstractCallback or provide functions " \ "'at_training_begin' and 'at_training_end'" - + instance_check = isinstance(callback, AbstractCallback) attr_check_begin_train = hasattr(callback, "at_training_begin") attr_check_end_train = hasattr(callback, "at_training_end") attr_check_both_train = attr_check_begin_train and attr_check_end_train - + assert instance_check or attr_check_both_train, assertion_str - + super().register_callback(callback) def save_state(self, file_name, *args, **kwargs): From 5b832a80ba9c5a4626b857cb1d617424e0550b58 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 11 Sep 2019 18:20:24 +0200 Subject: [PATCH 58/63] Add iter callback test, trainer iter callback fix, rename epoch, predictor iter callback fix, default logging callback fix --- .../training/backends/sklearn/experiment.py | 2 +- delira/training/base_experiment.py | 4 +-- delira/training/base_trainer.py | 13 +++++--- .../training/callbacks/abstract_callback.py | 6 ++++ delira/training/callbacks/logging_callback.py | 7 ++-- delira/training/predictor.py | 6 ++-- delira/utils/dict_reductions.py | 2 +- tests/training/backends/utils.py | 33 ++++++++++++++----- 8 files changed, 48 insertions(+), 25 deletions(-) diff --git a/delira/training/backends/sklearn/experiment.py b/delira/training/backends/sklearn/experiment.py index 35ea8c2e..022b154e 100644 --- a/delira/training/backends/sklearn/experiment.py +++ b/delira/training/backends/sklearn/experiment.py @@ -99,7 +99,7 @@ def _setup_training(self, config, **kwargs): _model = self.model_cls(**model_kwargs) model = self._model_wrapper_cls(_model) - training_params = params.permute_training_on_top().training + training_params = config.training_params metrics = training_params.nested_get("metrics") # necessary for resuming training from a given path diff --git a/delira/training/base_experiment.py b/delira/training/base_experiment.py index 77136f3b..7121a0d4 100644 --- a/delira/training/base_experiment.py +++ b/delira/training/base_experiment.py @@ -208,8 +208,8 @@ def _setup_training(self, config, **kwargs): metrics = training_params.nested_get("metrics", {}) # ToDo: remove after next release - val_metrics = params.nested_get("val_metrics", {}) - train_metrics = params.nested_get("train_metrics", {}) + val_metrics = config.nested_get("val_metrics", {}) + train_metrics = config.nested_get("train_metrics", {}) if val_metrics or train_metrics: warnings.warn("'val_metrics' and 'train_metrics' are deprecated. " diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 37509619..43969b5c 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -343,10 +343,12 @@ def _at_iter_end(self, data_dict, iter_num, epoch=0, **kwargs): """ for cb in self._callbacks: - self._update_state(cb.at_iter_begin( + self._update_state(cb.at_iter_end( self, curr_epoch=epoch, iter_num=iter_num, - data_dict=data_dict, global_iter_num=self._global_iter_num, - **kwargs)) + data_dict=data_dict, + global_iter_num=self._global_iter_num, + **kwargs + )) self._global_iter_num += 1 @@ -392,7 +394,7 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, _preds = self._convert_to_npy_fn(**_preds)[1] _metrics = self.calc_metrics( - LookupConfig(config={**data_dict, **_preds}), + LookupConfig(**data_dict, **_preds), self.metrics, self.metric_keys) @@ -401,7 +403,8 @@ def _train_single_epoch(self, batchgen: Augmenter, epoch, self._at_iter_end(epoch=epoch, iter_num=iter_num, data_dict={**batch, **_preds}, - metrics={**_metrics, **_losses}) + metrics={**_metrics, **_losses}, + ) batchgen._finish() diff --git a/delira/training/callbacks/abstract_callback.py b/delira/training/callbacks/abstract_callback.py index 47da598b..e0245faf 100644 --- a/delira/training/callbacks/abstract_callback.py +++ b/delira/training/callbacks/abstract_callback.py @@ -126,6 +126,9 @@ def at_iter_begin(self, trainer, **kwargs): The basetrainer calls the callbacks with the following additional arguments: `curr_epoch`(int), `iter_num`(int), `global_iter_num`(int) + The predictor calls the callbacks with the following additional + arguments: `iter_num`(int) + """ return {} @@ -151,5 +154,8 @@ def at_iter_end(self, trainer, **kwargs): arguments: `curr_epoch`(int), `iter_num`(int), `global_iter_num`(int), `data_dict`(dict, contains prediction and input data) + The predictor calls the callbacks with the following additional + arguments: `iter_num`(int) + """ return {} diff --git a/delira/training/callbacks/logging_callback.py b/delira/training/callbacks/logging_callback.py index b9012cd3..d46b727b 100644 --- a/delira/training/callbacks/logging_callback.py +++ b/delira/training/callbacks/logging_callback.py @@ -50,8 +50,7 @@ def __init__(self, backend: BaseBackend, max_queue_size: int = None, logging_frequencies=logging_frequencies, reduce_types=reduce_types, level=level) - def at_iter_end(self, trainer, epoch=None, iter_num=None, data_dict=None, - **kwargs): + def at_iter_end(self, trainer, iter_num=None, data_dict=None, **kwargs): """ Function logging the metrics at the end of each iteration @@ -59,8 +58,6 @@ def at_iter_end(self, trainer, epoch=None, iter_num=None, data_dict=None, ---------- trainer : :class:`BaseNetworkTrainer` the current trainer object (unused in this callback) - epoch : int - the current epoch (unused in this callback) iter_num : int number of the current iteration inside the current epoch (unused in this callback) @@ -78,7 +75,7 @@ def at_iter_end(self, trainer, epoch=None, iter_num=None, data_dict=None, metrics = kwargs.get("metrics", {}) global_step = kwargs.get("global_iter_num", None) - for k, v in metrics: + for k, v in metrics.items(): self._logger.log({"scalar": {"tag": k, "scalar_value": v, "global_step": global_step}}) diff --git a/delira/training/predictor.py b/delira/training/predictor.py index 91fa84cd..f7a9615f 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -180,7 +180,8 @@ def _at_iter_begin(self, iter_num, **kwargs): """ return_dict = {} for cb in self._callbacks: - return_dict.update(cb.at_iter_begin(iter_num=iter_num, **kwargs)) + return_dict.update(cb.at_iter_begin(self, iter_num=iter_num, + **kwargs)) return return_dict @@ -213,7 +214,8 @@ def _at_iter_end(self, data_dict, iter_num, **kwargs): global_iter_num = kwargs.pop("global_iter_num", iter_num) return_dict = {} for cb in self._callbacks: - return_dict.update(cb.at_iter_end(data_dict=data_dict, + return_dict.update(cb.at_iter_end(self, + data_dict=data_dict, iter_num=iter_num, global_iter_num=global_iter_num, **kwargs)) diff --git a/delira/utils/dict_reductions.py b/delira/utils/dict_reductions.py index b2a88b8b..b38af8c8 100644 --- a/delira/utils/dict_reductions.py +++ b/delira/utils/dict_reductions.py @@ -255,4 +255,4 @@ def get_reduction(reduce_type: str) -> Callable: the actual reduction function """ - return _REDUCTION_FUNCTIONS[reduce_type] \ No newline at end of file + return _REDUCTION_FUNCTIONS[reduce_type] diff --git a/tests/training/backends/utils.py b/tests/training/backends/utils.py index ef034c5e..094db2b9 100644 --- a/tests/training/backends/utils.py +++ b/tests/training/backends/utils.py @@ -39,12 +39,12 @@ def get_sample_from_index(self, index): class LoggingCallback(): - def at_epoch_begin(self, trainer, **kwargs): - callback_logger.info("AtEpochBegin") + def at_epoch_begin(self, trainer, curr_epoch, **kwargs): + callback_logger.info("AtEpochBegin_epoch{}".format(curr_epoch)) return {} - def at_epoch_end(self, trainer, **kwargs): - callback_logger.info("AtEpochEnd") + def at_epoch_end(self, trainer, curr_epoch, **kwargs): + callback_logger.info("AtEpochEnd_epoch{}".format(curr_epoch)) return {} def at_training_begin(self, trainer, **kwargs): @@ -55,6 +55,14 @@ def at_training_end(self, trainer, **kwargs): callback_logger.info("AtTrainingEnd_fold{}".format(trainer.fold)) return {} + def at_iter_begin(self, trainer, iter_num, **kwargs): + callback_logger.info("AtIterBegin_iter{}".format(iter_num)) + return {} + + def at_iter_end(self, trainer, iter_num, **kwargs): + callback_logger.info("AtIterEnd_iter{}".format(iter_num)) + return {} + def add_logging_callback(dict_like): callbacks = list(dict_like.pop("callbacks", [])) @@ -121,15 +129,22 @@ def setUp(self) -> None: assert hasattr(self, "_experiment_cls") assert hasattr(self, "_test_cases") self.logging_msg_run = [ - 'INFO:CallbackLogger:AtEpochBegin', - 'INFO:CallbackLogger:AtEpochEnd', + 'INFO:CallbackLogger:AtEpochBegin_epoch1', + 'INFO:CallbackLogger:AtEpochEnd_epoch1', + 'INFO:CallbackLogger:AtIterBegin_iter0', + 'INFO:CallbackLogger:AtIterEnd_iter0', 'INFO:CallbackLogger:AtTrainingBegin_fold0', 'INFO:CallbackLogger:AtTrainingEnd_fold0', ] - self.logging_msg_test = [] + self.logging_msg_test = [ + 'INFO:CallbackLogger:AtIterBegin_iter0', + 'INFO:CallbackLogger:AtIterEnd_iter0', + ] self.logging_msg_kfold = [ - 'INFO:CallbackLogger:AtEpochBegin', - 'INFO:CallbackLogger:AtEpochEnd', + 'INFO:CallbackLogger:AtEpochBegin_epoch1', + 'INFO:CallbackLogger:AtEpochEnd_epoch1', + 'INFO:CallbackLogger:AtIterBegin_iter0', + 'INFO:CallbackLogger:AtIterEnd_iter0', 'INFO:CallbackLogger:AtTrainingBegin_fold0', 'INFO:CallbackLogger:AtTrainingEnd_fold0', 'INFO:CallbackLogger:AtTrainingBegin_fold1', From 98dfbdd76366e2c974198138fce1cf10d8b0b8ab Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 11 Sep 2019 18:44:35 +0200 Subject: [PATCH 59/63] cleanup --- delira/training/base_trainer.py | 19 +++++++------ .../training/callbacks/abstract_callback.py | 16 +++++------ delira/training/predictor.py | 28 ++++++------------- 3 files changed, 28 insertions(+), 35 deletions(-) diff --git a/delira/training/base_trainer.py b/delira/training/base_trainer.py index 43969b5c..d952eccf 100644 --- a/delira/training/base_trainer.py +++ b/delira/training/base_trainer.py @@ -322,19 +322,22 @@ def _at_iter_begin(self, iter_num, epoch=0, **kwargs): """ for cb in self._callbacks: self._update_state(cb.at_iter_begin( - self, curr_epoch=epoch, iter_num=iter_num, - global_iter_num=self._global_iter_num, **kwargs)) + self, iter_num=iter_num, curr_epoch=epoch, + global_iter_num=self._global_iter_num, **kwargs, + )) - def _at_iter_end(self, data_dict, iter_num, epoch=0, **kwargs): + def _at_iter_end(self, iter_num, data_dict, metrics, epoch=0, **kwargs): """ Defines the behavior executed at an iteration's end Parameters ---------- - data_dict : dict - dictionary holding input data and predictions iter_num : int number of current iter + data_dict : dict + dictionary holding input data and predictions + metrics: dict + calculated metrics epoch : int number of current epoch **kwargs : @@ -344,10 +347,10 @@ def _at_iter_end(self, data_dict, iter_num, epoch=0, **kwargs): for cb in self._callbacks: self._update_state(cb.at_iter_end( - self, curr_epoch=epoch, iter_num=iter_num, - data_dict=data_dict, + self, iter_num=iter_num, data_dict=data_dict, + metrics=metrics, curr_epoch=epoch, global_iter_num=self._global_iter_num, - **kwargs + **kwargs, )) self._global_iter_num += 1 diff --git a/delira/training/callbacks/abstract_callback.py b/delira/training/callbacks/abstract_callback.py index e0245faf..3755d60d 100644 --- a/delira/training/callbacks/abstract_callback.py +++ b/delira/training/callbacks/abstract_callback.py @@ -123,12 +123,12 @@ def at_iter_begin(self, trainer, **kwargs): Notes ----- - The basetrainer calls the callbacks with the following additional - arguments: `curr_epoch`(int), `iter_num`(int), `global_iter_num`(int) - The predictor calls the callbacks with the following additional arguments: `iter_num`(int) + The basetrainer adds following arguments (wrt the predictor): + `curr_epoch`(int), `global_iter_num`(int) + """ return {} @@ -150,12 +150,12 @@ def at_iter_end(self, trainer, **kwargs): Notes ----- - The basetrainer calls the callbacks with the following additional - arguments: `curr_epoch`(int), `iter_num`(int), `global_iter_num`(int), - `data_dict`(dict, contains prediction and input data) - The predictor calls the callbacks with the following additional - arguments: `iter_num`(int) + arguments: `iter_num`(int), `metrics`(dict), + `data_dict`(dict, contains prediction and input data), + + The basetrainer adds following arguments (wrt the predictor): + `curr_epoch`(int), `global_iter_num`(int) """ return {} diff --git a/delira/training/predictor.py b/delira/training/predictor.py index f7a9615f..d812ede3 100644 --- a/delira/training/predictor.py +++ b/delira/training/predictor.py @@ -172,29 +172,27 @@ def _at_iter_begin(self, iter_num, **kwargs): dict combined dicts returned by the callbacks - Notes - ----- - All callbacks receive a `data_dict` and an `iter_num` as well as all - keyword arguments, which might be passed from subclasses - """ return_dict = {} for cb in self._callbacks: - return_dict.update(cb.at_iter_begin(self, iter_num=iter_num, + return_dict.update(cb.at_iter_begin(self, + iter_num=iter_num, **kwargs)) return return_dict - def _at_iter_end(self, data_dict, iter_num, **kwargs): + def _at_iter_end(self, iter_num, data_dict, metrics, **kwargs): """ Function defining the behavior executed at beginning of each iteration Parameters ---------- - data_dict : dict - dictionary holding input data and predictions iter_num : int the number of the current iteration + data_dict : dict + dictionary holding input data and predictions + metrics: dict + calculated metrics **kwargs : additional keyword arguments (forwarded to callbacks call) @@ -203,21 +201,13 @@ def _at_iter_end(self, data_dict, iter_num, **kwargs): dict combined dicts returned by the callbacks - Notes - ----- - All callbacks receive a `data_dict`, an `iter_num` and a - `global_iter_num` as well as all keyword arguments, which might be - passed from subclasses - """ - - global_iter_num = kwargs.pop("global_iter_num", iter_num) return_dict = {} for cb in self._callbacks: return_dict.update(cb.at_iter_end(self, - data_dict=data_dict, iter_num=iter_num, - global_iter_num=global_iter_num, + data_dict=data_dict, + metrics=metrics, **kwargs)) return return_dict From 9764e24e012de48083b70b42ab747efad6fb6280 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 11 Sep 2019 19:20:00 +0200 Subject: [PATCH 60/63] Fix encoder test --- tests/utils/test_codecs.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tests/utils/test_codecs.py b/tests/utils/test_codecs.py index 3f60e3e1..77a856d1 100644 --- a/tests/utils/test_codecs.py +++ b/tests/utils/test_codecs.py @@ -1,5 +1,6 @@ import unittest import numpy as np +from functools import partial from delira.utils.codecs import Encoder, Decoder @@ -19,7 +20,7 @@ def test_encoder(self): test_dict['tuple'] = (1, 2, 3) test_dict['none'] = None test_dict['nparray'] = np.array([0, 1, 2]) - test_dict['function'] = np.min + test_dict['function'] = partial test_dict['class'] = np.ndarray encoded_test_dict = Encoder().encode(test_dict) @@ -39,9 +40,8 @@ def test_encoder(self): self.assertDictEqual(encoded_test_dict["nparray"], {"__array__": [0, 1, 2]}) self.assertDictEqual(encoded_test_dict["function"], { - "__function__": {"module": "numpy", "name": "amin"}}) - self.assertDictEqual(encoded_test_dict["class"], { - "__type__": {"module": "numpy", "name": "ndarray"}}) + "__type__": {"module": "functools", + "name": "partial"}}) @unittest.skipUnless( check_for_no_backend(), From a5fbd504bbc3cd38b6f4d91e10354a334b3fecb6 Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 11 Sep 2019 17:42:50 +0000 Subject: [PATCH 61/63] PEP-8 Auto-Fix --- delira/training/callbacks/abstract_callback.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/delira/training/callbacks/abstract_callback.py b/delira/training/callbacks/abstract_callback.py index 3755d60d..4f7b3c40 100644 --- a/delira/training/callbacks/abstract_callback.py +++ b/delira/training/callbacks/abstract_callback.py @@ -126,8 +126,8 @@ def at_iter_begin(self, trainer, **kwargs): The predictor calls the callbacks with the following additional arguments: `iter_num`(int) - The basetrainer adds following arguments (wrt the predictor): - `curr_epoch`(int), `global_iter_num`(int) + The basetrainer adds following arguments (wrt the predictor): + `curr_epoch`(int), `global_iter_num`(int) """ return {} @@ -154,8 +154,8 @@ def at_iter_end(self, trainer, **kwargs): arguments: `iter_num`(int), `metrics`(dict), `data_dict`(dict, contains prediction and input data), - The basetrainer adds following arguments (wrt the predictor): - `curr_epoch`(int), `global_iter_num`(int) + The basetrainer adds following arguments (wrt the predictor): + `curr_epoch`(int), `global_iter_num`(int) """ return {} From 150ba3a87885a3322ab290a397438734b13aeead Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 11 Sep 2019 20:29:57 +0200 Subject: [PATCH 62/63] Add at_training_begin to torch trainer --- delira/training/backends/torch/trainer.py | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) diff --git a/delira/training/backends/torch/trainer.py b/delira/training/backends/torch/trainer.py index 2c363039..37974044 100644 --- a/delira/training/backends/torch/trainer.py +++ b/delira/training/backends/torch/trainer.py @@ -363,6 +363,22 @@ def _setup(self, network, optim_fn, optimizer_cls, optimizer_params, "\n%s" % str(e)) + def _at_training_begin(self, *args, **kwargs): + """ + Defines the behaviour at beginnig of the training + Parameters + ---------- + *args : + positional arguments + **kwargs : + keyword arguments + """ + for cbck in self._callbacks: + self._update_state(cbck.at_training_begin(self, *args, **kwargs)) + + self.save_state(os.path.join(self.save_path, "checkpoint_epoch_%d" + % self.start_epoch), self.start_epoch) + def _at_training_end(self): """ Defines Behaviour at end of training: Loads best model if From 22d6540b50688454022658ccad1af336c8ab60cd Mon Sep 17 00:00:00 2001 From: Travis AutoPEP8 Fixes Date: Wed, 11 Sep 2019 21:51:33 +0200 Subject: [PATCH 63/63] Fix args for callbacks --- delira/training/backends/tf_eager/trainer.py | 2 +- delira/training/backends/torch/trainer.py | 2 +- delira/training/callbacks/abstract_callback.py | 12 ++++++------ 3 files changed, 8 insertions(+), 8 deletions(-) diff --git a/delira/training/backends/tf_eager/trainer.py b/delira/training/backends/tf_eager/trainer.py index 5b5769b0..b81be1e2 100644 --- a/delira/training/backends/tf_eager/trainer.py +++ b/delira/training/backends/tf_eager/trainer.py @@ -269,7 +269,7 @@ def _at_training_end(self, *args, **kwargs): 'checkpoint_best') ) - return super()._at_training_end(self, *args, **kwargs) + return super()._at_training_end(*args, **kwargs) def _train_single_epoch(self, batchgen, epoch, verbose=False): """ diff --git a/delira/training/backends/torch/trainer.py b/delira/training/backends/torch/trainer.py index 37974044..974b7b8f 100644 --- a/delira/training/backends/torch/trainer.py +++ b/delira/training/backends/torch/trainer.py @@ -379,7 +379,7 @@ def _at_training_begin(self, *args, **kwargs): self.save_state(os.path.join(self.save_path, "checkpoint_epoch_%d" % self.start_epoch), self.start_epoch) - def _at_training_end(self): + def _at_training_end(self, *args, **kwargs): """ Defines Behaviour at end of training: Loads best model if available diff --git a/delira/training/callbacks/abstract_callback.py b/delira/training/callbacks/abstract_callback.py index 4f7b3c40..c1960223 100644 --- a/delira/training/callbacks/abstract_callback.py +++ b/delira/training/callbacks/abstract_callback.py @@ -22,7 +22,7 @@ def __init__(self, *args, **kwargs): """ pass - def at_epoch_begin(self, trainer, **kwargs): + def at_epoch_begin(self, trainer, *args, **kwargs): """ Function which will be executed at begin of each epoch @@ -45,7 +45,7 @@ def at_epoch_begin(self, trainer, **kwargs): """ return {} - def at_epoch_end(self, trainer, **kwargs): + def at_epoch_end(self, trainer, *args, **kwargs): """ Function which will be executed at end of each epoch @@ -68,7 +68,7 @@ def at_epoch_end(self, trainer, **kwargs): """ return {} - def at_training_begin(self, trainer, **kwargs): + def at_training_begin(self, trainer, *args, **kwargs): """ Function which will be executed at begin of training @@ -86,7 +86,7 @@ def at_training_begin(self, trainer, **kwargs): """ return {} - def at_training_end(self, trainer, **kwargs): + def at_training_end(self, trainer, *args, **kwargs): """ Function which will be executed at end of training @@ -105,7 +105,7 @@ def at_training_end(self, trainer, **kwargs): """ return {} - def at_iter_begin(self, trainer, **kwargs): + def at_iter_begin(self, trainer, *args, **kwargs): """ Function which will be executed at begin of each iteration @@ -132,7 +132,7 @@ def at_iter_begin(self, trainer, **kwargs): """ return {} - def at_iter_end(self, trainer, **kwargs): + def at_iter_end(self, trainer, *args, **kwargs): """ Function which will be executed at end of each iteration

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