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chore: bump PyTorch version in dependencies & CI (#21043)
* bump PyTorch version in dependencies & CI build(deps): update torchvision requirement in /requirements Updates the requirements on [torchvision](https://github.com/pytorch/vision) to permit the latest version. - [Release notes](https://github.com/pytorch/vision/releases) - [Commits](pytorch/vision@v0.16.0...0.23.0) --- updated-dependencies: - dependency-name: torchvision dependency-version: 0.23.0 dependency-type: direct:production ... * RunIf(linux_only=True) * _xfail_gloo_windows * FixMe * flaky --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> (cherry picked from commit 4ff8ff7)
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‎.azure/gpu-tests-fabric.yml‎

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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.10-torch2.1-cuda12.1.1"
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PACKAGE_NAME: "fabric"
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"Fabric | latest":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.8-cuda12.6.3"
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PACKAGE_NAME: "fabric"
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#"Fabric | future":
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# image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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# PACKAGE_NAME: "fabric"
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"Lightning | latest":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.8-cuda12.6.3"
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PACKAGE_NAME: "lightning"
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workspace:
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clean: all

‎.azure/gpu-tests-pytorch.yml‎

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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.10-torch2.1-cuda12.1.1"
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PACKAGE_NAME: "pytorch"
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"PyTorch | latest":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.8-cuda12.6.3"
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PACKAGE_NAME: "pytorch"
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#"PyTorch | future":
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# image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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# PACKAGE_NAME: "pytorch"
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"Lightning | latest":
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.7-cuda12.6.3"
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image: "pytorchlightning/pytorch_lightning:base-cuda-py3.12-torch2.8-cuda12.6.3"
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PACKAGE_NAME: "lightning"
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pool: lit-rtx-3090
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variables:

‎.github/workflows/ci-tests-fabric.yml‎

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- { os: "ubuntu-22.04", pkg-name: "fabric", pytorch-version: "2.1", requires: "oldest" }
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- { os: "windows-2022", pkg-name: "fabric", pytorch-version: "2.1", requires: "oldest" }
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# "fabric" installs the standalone package
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- { os: "macOS-14", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.5" }
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- { os: "ubuntu-22.04", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.5" }
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- { os: "windows-2022", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.5" }
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- { os: "macOS-14", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.7" }
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- { os: "ubuntu-22.04", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.7" }
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- { os: "windows-2022", pkg-name: "fabric", python-version: "3.10", pytorch-version: "2.7" }
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# adding recently cut Torch 2.7 - FUTURE
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- { os: "macOS-14", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.7" }
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- { os: "ubuntu-22.04", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.7" }
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- { os: "windows-2022", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.7" }
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- { os: "macOS-14", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.8" }
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- { os: "ubuntu-22.04", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.8" }
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- { os: "windows-2022", pkg-name: "fabric", python-version: "3.12", pytorch-version: "2.8" }
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timeout-minutes: 25 # because of building grpcio on Mac
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env:
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PACKAGE_NAME: ${{ matrix.pkg-name }}

‎.github/workflows/ci-tests-pytorch.yml‎

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- { os: "ubuntu-22.04", pkg-name: "pytorch", pytorch-version: "2.1", requires: "oldest" }
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- { os: "windows-2022", pkg-name: "pytorch", pytorch-version: "2.1", requires: "oldest" }
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# "pytorch" installs the standalone package
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- { os: "macOS-14", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.5" }
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- { os: "ubuntu-22.04", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.5" }
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- { os: "windows-2022", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.5" }
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- { os: "macOS-14", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.7" }
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- { os: "ubuntu-22.04", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.7" }
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- { os: "windows-2022", pkg-name: "pytorch", python-version: "3.10", pytorch-version: "2.7" }
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# adding recently cut Torch 2.7 - FUTURE
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- { os: "macOS-14", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.7" }
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- { os: "ubuntu-22.04", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.7" }
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- { os: "windows-2022", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.7" }
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- { os: "macOS-14", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.8" }
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- { os: "ubuntu-22.04", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.8" }
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- { os: "windows-2022", pkg-name: "pytorch", python-version: "3.12", pytorch-version: "2.8" }
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timeout-minutes: 50
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env:
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PACKAGE_NAME: ${{ matrix.pkg-name }}

‎requirements/fabric/examples.txt‎

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# NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
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# in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
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torchvision >=0.16.0, <0.23.0
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torchvision >=0.16.0, <0.24.0
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torchmetrics >=0.10.0, <1.9.0

‎requirements/pytorch/base.txt‎

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# NOTE: the upper bound for the package version is only set for CI stability, and it is dropped while installing this package
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# in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
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torch >=2.1.0, <=2.8.0
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torch >=2.1.0, <2.9.0
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tqdm >=4.57.0, <4.68.0
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PyYAML >5.4, <6.1.0
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fsspec[http] >=2022.5.0, <2025.8.0

‎requirements/pytorch/examples.txt‎

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# in case you want to preserve/enforce restrictions on the latest compatible version, add "strict" as an in-line comment
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requests <2.33.0
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torchvision >=0.16.0, <0.23.0
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torchvision >=0.16.0, <0.24.0
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ipython[all] <8.19.0
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torchmetrics >=0.10.0, <1.9.0

‎src/lightning/fabric/utilities/imports.py‎

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_TORCH_GREATER_EQUAL_2_4_1 = compare_version("torch", operator.ge, "2.4.1")
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_TORCH_GREATER_EQUAL_2_5 = compare_version("torch", operator.ge, "2.5.0")
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_TORCH_LESS_EQUAL_2_6 = compare_version("torch", operator.le, "2.6.0")
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_TORCHMETRICS_GREATER_EQUAL_1_0_0 = compare_version("torchmetrics", operator.ge, "1.0.0")
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_PYTHON_GREATER_EQUAL_3_10_0 = (sys.version_info.major, sys.version_info.minor) >= (3, 10)

‎src/lightning/fabric/utilities/spike.py‎

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import json
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import operator
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import os
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import warnings
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from typing import TYPE_CHECKING, Any, Literal, Optional, Union
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import torch
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from lightning_utilities.core.imports import compare_version
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from lightning.fabric.utilities.imports import _TORCHMETRICS_GREATER_EQUAL_1_0_0
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from lightning.fabric.utilities.types import _PATH
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if TYPE_CHECKING:
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from lightning.fabric.fabric import Fabric
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_TORCHMETRICS_GREATER_EQUAL_1_0_0 = compare_version("torchmetrics", operator.ge, "1.0.0")
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class SpikeDetection:
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"""Spike Detection Callback.

‎src/lightning/fabric/utilities/testing/_runif.py‎

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standalone: bool = False,
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deepspeed: bool = False,
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dynamo: bool = False,
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linux_only: bool = False,
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) -> tuple[list[str], dict[str, bool]]:
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"""Construct reasons for pytest skipif.
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if not is_dynamo_supported():
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reasons.append("torch.dynamo")
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if linux_only and sys.platform != "linux":
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reasons.append("only linux")
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return reasons, kwargs

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