File: creation.py

package info (click to toggle)
pytorch-cuda 2.6.0%2Bdfsg-7
  • links: PTS, VCS
  • area: contrib
  • in suites: forky, sid, trixie
  • size: 161,620 kB
  • sloc: python: 1,278,832; cpp: 900,322; ansic: 82,710; asm: 7,754; java: 3,363; sh: 2,811; javascript: 2,443; makefile: 597; ruby: 195; xml: 84; objc: 68
file content (23 lines) | stat: -rw-r--r-- 554 bytes parent folder | download | duplicates (3)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
# mypy: allow-untyped-defs
# Copyright (c) Meta Platforms, Inc. and affiliates

from .core import MaskedTensor


__all__ = [
    "as_masked_tensor",
    "masked_tensor",
]


# These two factory functions are intended to mirror
#     torch.tensor - guaranteed to be a leaf node
#     torch.as_tensor - differentiable constructor that preserves the autograd history


def masked_tensor(data, mask, requires_grad=False):
    return MaskedTensor(data, mask, requires_grad)


def as_masked_tensor(data, mask):
    return MaskedTensor._from_values(data, mask)