added cpu + amp error
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@ -21,6 +21,27 @@ np.random.seed(SEED)
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# ------------------------------------------------------------------------
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# TESTS
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# ------------------------------------------------------------------------
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def test_early_stopping_cpu_model():
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"""
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Test each of the trainer options
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:return:
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"""
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stopping = EarlyStopping()
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trainer_options = dict(
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early_stop_callback=stopping,
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gradient_clip=1.0,
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overfit_pct=0.20,
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track_grad_norm=2,
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print_nan_grads=True,
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progress_bar=False,
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experiment=get_exp(),
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train_percent_check=0.1,
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val_percent_check=0.1
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)
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model, hparams = get_model()
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run_gpu_model_test(trainer_options, model, hparams, on_gpu=False)
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def test_cpu_model_with_amp():
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@ -156,30 +177,6 @@ def test_all_features_cpu_model():
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run_gpu_model_test(trainer_options, model, hparams, on_gpu=False)
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def test_early_stopping_cpu_model():
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"""
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Test each of the trainer options
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:return:
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"""
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stopping = EarlyStopping()
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trainer_options = dict(
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early_stop_callback=stopping,
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gradient_clip=1.0,
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overfit_pct=0.20,
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track_grad_norm=2,
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print_nan_grads=True,
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progress_bar=False,
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experiment=get_exp(),
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max_nb_epochs=1,
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train_percent_check=0.4,
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val_percent_check=0.4
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)
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model, hparams = get_model()
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run_gpu_model_test(trainer_options, model, hparams, on_gpu=False)
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def test_single_gpu_model():
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"""
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Make sure single GPU works (DP mode)
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