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# mypy: ignore-errors
"""
Python polyfills for common builtins.
"""
import math
import torch
def all(iterator):
for elem in iterator:
if not elem:
return False
return True
def any(iterator):
for elem in iterator:
if elem:
return True
return False
def index(iterator, item, start=0, end=None):
for i, elem in enumerate(list(iterator))[start:end]:
if item == elem:
return i
# This will not run in dynamo
raise ValueError(f"{item} is not in {type(iterator)}")
def repeat(item, count):
for i in range(count):
yield item
def radians(x):
return math.pi / 180.0 * x
def accumulate_grad(x, new_grad):
new_grad = torch.clone(new_grad)
if x.grad is None:
x.grad = new_grad
else:
x.grad.add_(new_grad)