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Insights: pytorch/pytorch

May 10, 2025 – May 17, 2025

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Overview

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8 Pull requests merged by 5 people

168 Pull requests opened by 101 people

160 Issues closed by 43 people

134 Issues opened by 73 people

484 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

  • Padded tensor subclass

    #105325 commented on May 16, 2025 • 0 new comments

  • torch.export does not support torchaudio.transforms.Spectrogram

    #112844 commented on May 16, 2025 • 0 new comments

  • [v2.7.1] Release Tracker

    #152627 commented on May 16, 2025 • 0 new comments

  • MPS operator coverage tracking issue (2.6+ version)

    #141287 commented on May 16, 2025 • 0 new comments

  • MPS incompatibility: Calls into the C++ engine to run the backward pass

    #143123 commented on May 16, 2025 • 0 new comments

  • DISABLED test_foreach_copy_with_multi_dtypes__foreach_copy_cuda_int32 (__main__.TestForeachCUDA)

    #150350 commented on May 16, 2025 • 0 new comments

  • cudnn.determinstic=True causes dilated convolution to be >10x slower

    #28777 commented on May 16, 2025 • 0 new comments

  • Accuracy issue in torch inductor

    #153299 commented on May 16, 2025 • 0 new comments

  • DISABLED test_remove_noop_slice1_cpu (__main__.CpuTests)

    #151379 commented on May 15, 2025 • 0 new comments

  • DISABLED test_remove_noop_slice_scatter_cpu (__main__.CpuTests)

    #151382 commented on May 15, 2025 • 0 new comments

  • DISABLED test_inductor_all_gather_into_tensor_coalesced (__main__.CompileTest)

    #146806 commented on May 15, 2025 • 0 new comments

  • CUDA error: CUBLAS_STATUS_INVALID_VALUE

    #64097 commented on May 15, 2025 • 0 new comments

  • Training/Fine-tuning fails with PyTorch 2.8 + 4x 5090 GPUs using DDP/FSDP/DeepSpeed

    #150734 commented on May 15, 2025 • 0 new comments

  • inconsistent grads between two types of `allgather`s

    #153016 commented on May 15, 2025 • 0 new comments

  • DISABLED test_foreach_copy_with_multi_dtypes__foreach_copy_cuda_uint8 (__main__.TestForeachCUDA)

    #150417 commented on May 15, 2025 • 0 new comments

  • DISABLED test_fake_registration (__main__.TestOpProfiles)

    #151301 commented on May 15, 2025 • 0 new comments

  • DISABLED test_sdpa_mask_fp16_L6_S17_NH23_HS121 (__main__.TestSDPA)

    #138905 commented on May 15, 2025 • 0 new comments

  • eval should handle (unhinted: (s77 > 3) | (u0 > 200)) when s77 has hint =5

    #153227 commented on May 14, 2025 • 0 new comments

  • Have cherry-pick bot always add the current release to the PR

    #152212 commented on May 14, 2025 • 0 new comments

  • Triton Kernel Rejects NamedTupleVariable Arguments

    #148289 commented on May 14, 2025 • 0 new comments

  • DISABLED test_reduce_stress_cuda (__main__.ProcessGroupGlooTest)

    #152367 commented on May 14, 2025 • 0 new comments

  • DISABLED test_reduce_stress_cuda (__main__.ProcessGroupGlooLazyInitTest)

    #152201 commented on May 14, 2025 • 0 new comments

  • DISABLED test_remove_noop_slice1_cuda (__main__.GPUTests)

    #151381 commented on May 14, 2025 • 0 new comments

  • DISABLED test_remove_noop_slice_cuda (__main__.GPUTests)

    #151383 commented on May 14, 2025 • 0 new comments

  • DISABLED AotInductorTest.FreeInactiveConstantBufferRuntimeConstantFoldingCuda (build.bin.test_aoti_inference)

    #150299 commented on May 14, 2025 • 0 new comments

  • DISABLED test_matrix_rank_basic_cuda_float32 (__main__.TestLinalgCUDA)

    #150406 commented on May 14, 2025 • 0 new comments

  • CUDA 12.6 Inductor perf test failures

    #148699 commented on May 14, 2025 • 0 new comments

  • Make compiled models serializable

    #101107 commented on May 14, 2025 • 0 new comments

  • Shared memory out of resource when using flex attention

    #133254 commented on May 14, 2025 • 0 new comments

  • FSDP2 tutorial outline

    #151505 commented on May 14, 2025 • 0 new comments

  • `lp_pool1d` behavior inconsistency between CPU and GPU

    #153312 commented on May 14, 2025 • 0 new comments

  • `torch.nn.functional.rrelu` crashes on CPU with `training=True` when `lower` or `upper` is set to `inf`

    #153281 commented on May 14, 2025 • 0 new comments

  • torch.nn.functional.conv_transpose2d produces inconsistent output on CPU and CUDA

    #153276 commented on May 14, 2025 • 0 new comments

  • DISABLED test_foreach_copy_with_multi_dtypes__foreach_copy_cuda_bfloat16 (__main__.TestForeachCUDA)

    #150119 commented on May 14, 2025 • 0 new comments

  • DISABLED AotInductorTest.FreeInactiveConstantBufferCuda (build.bin.test_aoti_inference)

    #149495 commented on May 14, 2025 • 0 new comments

  • Compiled Autograd + Activation Checkpointing/Offloading

    #143176 commented on May 14, 2025 • 0 new comments

  • `torch.native_channel_shuffle` crashes with Floating Point Exception when given large integer parameter

    #153231 commented on May 14, 2025 • 0 new comments

  • Behavior of kernel_size parameter of torch.nn.functional.avg_pool2d does not match with documentation

    #153149 commented on May 14, 2025 • 0 new comments

  • [RFC] PyTorch DistributedTensor

    #88838 commented on May 15, 2025 • 0 new comments

  • SIGSEGV due to insufficient return value checking for PyFrame_GetLocals

    #148273 commented on May 15, 2025 • 0 new comments

  • DISABLED test_foreach_copy_with_multi_dtypes__foreach_copy_cuda_float16 (__main__.TestForeachCUDA)

    #150173 commented on May 15, 2025 • 0 new comments

  • [dynamo] Replace `unimplemented` with `unimplemented_v2`

    #147913 commented on May 15, 2025 • 0 new comments

  • undefined symbol: __nvJitLinkCreate_12_8, version libnvJitLink.so.12

    #152783 commented on May 15, 2025 • 0 new comments

  • Support SDPA flash attention/ memory efficient attn on ROCm gfx908

    #141958 commented on May 15, 2025 • 0 new comments

  • DistributedDataParallel with compile(..., mode="max-autotune") hangs in 2.5+

    #140395 commented on May 15, 2025 • 0 new comments

  • PyTorch VS2022 official build Windows binary illegal instruction on AVX2(max ISA level) CPU

    #145702 commented on May 15, 2025 • 0 new comments

  • [ONNX] Implement scan

    #151327 commented on May 15, 2025 • 0 new comments

  • NCCL init hits CUDA failure 'invalid argument' on 12.2 driver

    #150852 commented on May 15, 2025 • 0 new comments

  • [Dynamo] Exception raised inside torch.autocast causes crash AttributeError: 'NoneType' object has no attribute 'is_python_constant

    #152012 commented on May 15, 2025 • 0 new comments

  • [source.wheel] Pin setuptools runtime dependency

    #152355 commented on May 15, 2025 • 0 new comments

  • [release] CPU perf benchmark latency increase for 2.6->2.7 on c5.24xlarge and A100 instances

    #151037 commented on May 15, 2025 • 0 new comments

  • `version.txt` mismatch with tags in release branch

    #151425 commented on May 15, 2025 • 0 new comments

  • torch wheels are unusable if CUDA RPMs are installed on the system (was Import error in nvidia/cuda:12.6.3-cudnn-devel-rockylinux9)

    #150399 commented on May 15, 2025 • 0 new comments

  • Looking for valid compiling option for extension based on torch-2.1.0+cpu.cxx11.abi

    #143780 commented on May 15, 2025 • 0 new comments

  • Preload CUDA fails if CUDA libs in different PYTHONPATH

    #147001 commented on May 15, 2025 • 0 new comments

  • PyTorch 2.6 License Issues

    #150118 commented on May 15, 2025 • 0 new comments

  • Profiler doesn't seem to work on AMD CPUs

    #150052 commented on May 15, 2025 • 0 new comments

  • DISABLED test_foreach_copy_with_multi_dtypes__foreach_copy_cuda_complex64 (__main__.TestForeachCUDA)

    #150161 commented on May 15, 2025 • 0 new comments

  • DISABLED test_binary_op_with_scalar_self_support__foreach_pow_is_fastpath_True_cuda_bfloat16 (__main__.TestForeachCUDA)

    #148965 commented on May 15, 2025 • 0 new comments

  • DISABLED test_seqential_batch_workers (__main__.TestDataLoader)

    #81891 commented on May 15, 2025 • 0 new comments

  • DISABLED test_remove_noop_slice_cpu (__main__.CpuTests)

    #151384 commented on May 15, 2025 • 0 new comments

  • DISABLED test_foreach_copy_with_multi_dtypes__foreach_copy_cuda_complex128 (__main__.TestForeachCUDA)

    #150141 commented on May 15, 2025 • 0 new comments

  • DISABLED test_is_isnot (__main__.TestScript)

    #120694 commented on May 15, 2025 • 0 new comments

  • [inductor][cpu] pytorch_CycleGAN_and_pix2pix AMP multiple thread performance regression in 2025-04-27 nightly release

    #152921 commented on May 15, 2025 • 0 new comments

  • `torch.compile()` produces incorrect results for `asinh_()` operation on large/small values

    #152299 commented on May 15, 2025 • 0 new comments

  • Pytorch Typing, for Tensor type annotations

    #73359 commented on May 15, 2025 • 0 new comments

  • DISABLED test_remove_noop_slice_scatter_cuda (__main__.GPUTests)

    #151378 commented on May 15, 2025 • 0 new comments

  • DISABLED test_slice_scatter_reinplace_cuda (__main__.GPUTests)

    #145189 commented on May 15, 2025 • 0 new comments

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