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delete global torchmetrics #5442

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Aug 17, 2022
Merged

delete global torchmetrics #5442

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13 changes: 6 additions & 7 deletions python/orca/src/bigdl/orca/learn/pytorch/pytorch_metrics.py
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Original file line number Diff line number Diff line change
Expand Up @@ -15,13 +15,6 @@
#
import torch
from bigdl.dllib.utils.log4Error import invalidInputError

try:
import torchmetrics
except ImportError:
invalidInputError(False,
"please install torchmetrics: pip install torchmetrics")

from abc import ABC, abstractmethod


Expand Down Expand Up @@ -466,6 +459,7 @@ class AUROC(PytorchMetric):
```
"""
def __init__(self):
import torchmetrics
self.internal_auc = torchmetrics.AUROC()

def __call__(self, preds, targets):
Expand Down Expand Up @@ -497,6 +491,7 @@ class ROC(PytorchMetric):

"""
def __init__(self):
import torchmetrics
self.internal_roc = torchmetrics.ROC()

def __call__(self, preds, targets):
Expand All @@ -521,6 +516,7 @@ class F1Score(PytorchMetric):

"""
def __init__(self):
import torchmetrics
self.internal_f1 = torchmetrics.F1Score()

def __call__(self, preds, targets):
Expand All @@ -546,6 +542,7 @@ class Precision(PytorchMetric):

"""
def __init__(self):
import torchmetrics
self.internal_precision = torchmetrics.Precision()

def __call__(self, preds, targets):
Expand All @@ -571,6 +568,7 @@ class Recall(PytorchMetric):

"""
def __init__(self):
import torchmetrics
self.internal_recall = torchmetrics.Recall()

def __call__(self, preds, targets):
Expand Down Expand Up @@ -602,6 +600,7 @@ class PrecisionRecallCurve(PytorchMetric):

"""
def __init__(self):
import torchmetrics
self.internal_curve = torchmetrics.PrecisionRecallCurve()

def __call__(self, preds, targets):
Expand Down