PyTorch
pytorch.org
Imported from official source
Open-source machine learning framework governed by the PyTorch Foundation.
- Type
- Open source project
- Scope
- US · global
- Website
- pytorch.org
- Feed
- Atom
Publications 26
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PyTorch 2.14.1 Release
This release is meant to fix the following regressions and silent correctness issues: ## Silent correctness fixes - Fix incorrect `torch.linalg.lstsq` solutions on MPS for complex batched underdete...
Software release AI -
PyTorch 2.14.0 Release
# PyTorch 2.14.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Imp...
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PyTorch 2.13.0 Release
# PyTorch 2.13.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Imp...
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PyTorch 2.12.1 Release, bug fix release
This release is meant to fix the following regressions and silent correctness issues: ## Regression fixes - Fix nondeterministic outputs in test_batch_invariance with FLASH_ATTN on NVIDIA B200 GPUs...
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PyTorch 2.12.0 Release
# PyTorch 2.12.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Imp...
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PyTorch 2.11.0 Release
# PyTorch 2.11.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Imp...
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PyTorch 2.10.0 Release
# PyTorch 2.10.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Imp...
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PyTorch 2.9.1 Release, bug fix release
This release is meant to fix the following issues (regressions / silent correctness): ### Tracked Regressions Significant Memory Regression in F.conv3d with bfloat16 Inputs in PyTorch 2.9.0 ([#1666...
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2.9 Release Notes
# PyTorch 2.9.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Impr...
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PyTorch 2.8.0 Release
# PyTorch 2.8.0 Release Notes - [Highlights](#highlights) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#deprecations) - [New Features](#new-features) - [Impr...
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PyTorch 2.7.1 Release, bug fix release
This release is meant to fix the following issues (regressions / silent correctness): ### Torch.compile Fix Excessive cudagraph re-recording for HF LLM models ([#152287](https://github.com/pytorch/...
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PyTorch 2.7.0 Release
# PyTorch 2.7.0 Release Notes - [Highlights](#highlights) - [Tracked Regressions](#tracked-regressions) - [Backwards Incompatible Changes](#backwards-incompatible-changes) - [Deprecations](#depreca...
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PyTorch 2.6.0 Release
* Highlights * Tracked Regressions * Backwards Incompatible Change * Deprecations * New Features * Improvements * Bug fixes * Performance * Documentation * Developers ## **Highlights** We are excit...
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PyTorch 2.5.1: bug fix release
This release is meant to fix the following regressions: - Wheels from PyPI are unusable out of the box on PRM-based Linux distributions: https://github.com/pytorch/pytorch/issues/138324 - PyPI arm6...
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PyTorch 2.5.0 Release, SDPA CuDNN backend, Flex Attention
# PyTorch 2.5 Release Notes - Highlights - Backwards Incompatible Change - Deprecations - New Features - Improvements - Bug fixes - Performance - Documentation - Developers - Security ## Highlights...
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PyTorch 2.4.1 Release, bug fix release
This release is meant to fix the following issues (regressions / silent correctness): ### Breaking Changes: - The pytorch/pytorch docker image now installs the PyTorch package through pip and has s...
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PyTorch 2.4: Python 3.12, AOTInductor freezing, libuv backend for TCPStore
# PyTorch 2.4 Release Notes - Highlights - Tracked Regressions - Backward incompatible changes - Deprecations - New features - Improvements - Bug Fixes - Performance - Documentation - Developers - ...
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PyTorch 2.3.1 Release, bug fix release
This release is meant to fix the following issues (regressions / silent correctness): ### Torch.compile: - Remove runtime dependency on JAX/XLA, when importing ``torch.__dynamo`` (https://github.co...
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PyTorch 2.3: User-Defined Triton Kernels in torch.compile, Tensor Parallelism in Distributed
# PyTorch 2.3 Release notes * Highlights * Backwards Incompatible Changes * Deprecations * New Features * Improvements * Bug fixes * Performance * Documentation # Highlights We are excited to annou...
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PyTorch 2.2.2 Release, bug fix release
This release is meant to fix the following issues (regressions / silent correctness): - Properly raise an error when trying to use inductor backend on non-supported platforms such as Windows (https...
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PyTorch 2.2.1 Release, bug fix release
This release is meant to fix the following issues (regressions / silent correctness): - Fix missing OpenMP support on Apple Silicon binaries (https://github.com/pytorch/builder/pull/1697) - Fix cra...
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PyTorch 2.2: FlashAttention-v2, AOTInductor
# PyTorch 2.2 Release Notes - Highlights - Backwards Incompatible Changes - Deprecations - New Features - Improvements - Bug fixes - Performance - Documentation # Highlights We are excited to annou...
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PyTorch 2.1.2 Release, bug fix release
This release is meant to fix the following issues (regressions / silent correctness): - Fix crashes for float16 empty tensors (https://github.com/pytorch/pytorch/pull/115183) - Fix MPS memory corru...
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PyTorch 2.1.1 Release, bug fix release
This release is meant to fix the following issues (regressions / silent correctness): * Remove spurious warning in comparison ops (#112170) * Fix segfault in foreach_* operations when input list le...
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PyTorch 2.1: automatic dynamic shape compilation, distributed checkpointing
# PyTorch 2.1 Release Notes - Highlights - Backwards Incompatible Change - Deprecations - New Features - Improvements - Bug fixes - Performance - Documentation - Developers - Security # Highlights ...
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PyTorch 2.0.1 Release, bug fix release
This release is meant to fix the following issues (regressions / silent correctness): * Fix `_canonical_mask` throws warning when bool masks passed as input to TransformerEncoder/TransformerDecoder...