flake8 & isort (#5647)
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@ -182,7 +182,7 @@ class ModelSummary(object):
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self._model = model
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self._mode = mode
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self._layer_summary = self.summarize()
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self._precision_megabytes = (self._model.precision / 8.0) * 1e-6 # 1 byte -> 8 bits
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self._precision_megabytes = (self._model.precision / 8.0) * 1e-6 # 1 byte -> 8 bits
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@property
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def named_modules(self) -> List[Tuple[str, nn.Module]]:
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@ -389,9 +389,11 @@ def get_gpu_memory_map() -> Dict[str, int]:
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}
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return gpu_memory_map
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def get_formatted_model_size(total_model_size: float) -> float:
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return f"{total_model_size:,.3f}"
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def get_human_readable_count(number: int) -> str:
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"""
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Abbreviates an integer number with K, M, B, T for thousands, millions,
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@ -29,9 +29,8 @@ from pytorch_lightning.utilities.warning_utils import WarningCache
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_WANDB_AVAILABLE = _module_available("wandb")
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try:
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from wandb.wandb_run import Run
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import wandb
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from wandb.wandb_run import Run
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except ImportError:
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# needed for test mocks, these tests shall be updated
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wandb, Run = None, None
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@ -40,8 +40,8 @@ class PreCalculatedModel(BoringModel):
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def __init__(self, precision: int = 32):
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super().__init__()
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self.layer = nn.Linear(32, 1000, bias=False) # 32K params
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self.layer1 = nn.Linear(1000, 218, bias=False) # 218K params
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self.layer = nn.Linear(32, 1000, bias=False) # 32K params
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self.layer1 = nn.Linear(1000, 218, bias=False) # 218K params
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# calculate model size based on precision.
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self.pre_calculated_model_size = 1.0 / (32 / precision)
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@ -50,6 +50,7 @@ class PreCalculatedModel(BoringModel):
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x = self.layer(x)
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return self.layer1(x)
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class UnorderedModel(LightningModule):
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""" A model in which the layers not defined in order of execution """
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