Pulse · pytorch/pytorch · GitHub

10000 Pulse · pytorch/pytorch · GitHub

May 16, 2025 – May 17, 2025

Overview

24 Active pull requests

46 Active issues
- 0 Merged pull requests
- 24 Open pull requests
- 39 Closed issues
- 7 New issues

24 Pull requests opened by 16 people

[ATen-CPU] Use `math.h` for GeLU as well as `cmath`
#153742 opened May 16, 2025
[not for land] small compile-on-one-rank example
#153743 opened May 16, 2025
[ONNX] Update onnx to 1.18
#153746 opened May 16, 2025
Solve for tilings
#153748 opened May 16, 2025
Patch the _is_conv_node function
#153749 opened May 16, 2025
Update ExecuTorch pin to latest viable/strict 3/28/2025 (#150308)
#153750 opened May 16, 2025
Incorporate coalesce analysis in codegen
#153751 opened May 16, 2025
[Inductor] Construct subgraph with benchmarking args not example_inputs (#153667)
#153752 opened May 16, 2025
[Inductor] Construct subgraph with benchmarking args not example_inputs
#153753 opened May 16, 2025
[Inductor] Subgraph support dynamic input expressions
#153754 opened May 16, 2025
[Inductor] Subgraph check output strides
#153755 opened May 16, 2025
[to run ci] try globally import CUDATemplateCaller
#153758 opened May 16, 2025
[amd] fix tunableop gemm
#153764 opened May 16, 2025
[BE] Import CUDATemplateCaller non-lazily in select_algorithm.py
#153765 opened May 16, 2025
convert inductor codecache to use getArtifactLogger
#153766 opened May 16, 2025
[pytorch] Delete TorchScript based Android demo app and point user to ExecuTorch
#153767 opened May 16, 2025
[aoti] fix corner case in unbacked replacements for atomically_apply_size_hint
#153768 opened May 16, 2025
Don't upload compiler benchmark debug info to the benchmark database
#153769 opened May 16, 2025
[Inductor][XPU] Fallback bmm to mm when batch == 1, align with cuda.
#153770 opened May 17, 2025
[dynamo, nested graph breaks] remove block stack graph break in output_graph
#153772 opened May 17, 2025
[dynamo, nested graph breaks] add skip_frame debugging function
#153773 opened May 17, 2025
Auto rewrite python if into IF + MERGE
#153774 opened May 17, 2025
add graph_code_verbose_log artifact for fx passes
#153775 opened May 17, 2025
RFC: Unbreak torch.is_vulkan_available() on Mac
#153776 opened May 17, 2025

39 Issues closed by 7 people

[rank0]: Size does not match at dimension 1 expected index torch.Size([1, s4, 1]) to be no larger than self torch.Size([1, s2 - 1, 151936]) apart from dimension 2
#153740 closed May 16, 2025
[ROCm] sdpa group query attention bf16 numeric error
#139352 closed May 16, 2025
Ignore this
#153759 closed May 16, 2025
nn.Conv1d gives incorrect result for the last element on CUDA with PyTorch 2.7.0+cu128
#153698 closed May 16, 2025
DISABLED test_foreach_copy_with_multi_dtypes__foreach_copy_cuda_int64 (__main__.TestForeachCUDA)
#150392 closed May 16, 2025
DISABLED test_comprehensive_sort_cuda_float32 (__main__.TestInductorOpInfoCUDA)
#152054 closed May 16, 2025
DISABLED test_comprehensive_nn_functional_max_pool3d_cuda_float32 (__main__.TestInductorOpInfoCUDA)
#152053 closed May 16, 2025
DISABLED test_comprehensive_native_layer_norm_cuda_float32 (__main__.TestInductorOpInfoCUDA)
#152056 closed May 16, 2025
DISABLED test_comprehensive_pca_lowrank_cuda_float64 (__main__.TestInductorOpInfoCUDA)
#152318 closed May 16, 2025
DISABLED test_comprehensive_bitwise_right_shift_cuda_int32 (__main__.TestInductorOpInfoCUDA)
#152057 closed May 16, 2025
DISABLED test_comprehensive_floor_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152058 closed May 16, 2025
DISABLED test_comprehensive_linalg_pinv_singular_cuda_float64 (__main__.TestInductorOpInfoCUDA)
#152793 closed May 16, 2025
DISABLED test_comprehensive_cummin_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152672 closed May 16, 2025
DISABLED test_comprehensive_index_select_cuda_int32 (__main__.TestInductorOpInfoCUDA)
#152416 closed May 16, 2025
DISABLED test_comprehensive_rot90_cuda_float32 (__main__.TestInductorOpInfoCUDA)
#152796 closed May 16, 2025
DISABLED test_comprehensive_polygamma_polygamma_n_0_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152469 closed May 16, 2025
DISABLED test_comprehensive_polygamma_polygamma_n_1_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152470 closed May 16, 2025
DISABLED test_comprehensive_repeat_cuda_float64 (__main__.TestInductorOpInfoCUDA)
#152500 closed May 16, 2025
DISABLED test_comprehensive_lu_cuda_float32 (__main__.TestInductorOpInfoCUDA)
#152520 closed May 16, 2025
DISABLED test_comprehensive_signal_windows_hamming_cuda_float32 (__main__.TestInductorOpInfoCUDA)
#152559 closed May 16, 2025
DISABLED test_comprehensive_nansum_cuda_int32 (__main__.TestInductorOpInfoCUDA)
#152666 closed May 16, 2025
DISABLED test_comprehensive_polygamma_polygamma_n_0_cuda_float64 (__main__.TestInductorOpInfoCUDA)
#152671 closed May 16, 2025
DISABLED test_comprehensive_select_scatter_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152684 closed May 16, 2025
DISABLED test_comprehensive_fliplr_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152797 closed May 16, 2025
DISABLED test_comprehensive_sort_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152892 closed May 16, 2025
DISABLED test_comprehensive___rmul___cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152851 closed May 16, 2025
DISABLED test_comprehensive_nn_functional_conv3d_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152893 closed May 16, 2025
DISABLED test_comprehensive_ormqr_cuda_float64 (__main__.TestInductorOpInfoCUDA)
#152943 closed May 16, 2025
DISABLED test_comprehensive_rsub_cuda_float64 (__main__.TestInductorOpInfoCUDA)
#152996 closed May 16, 2025
DISABLED test_comprehensive_triu_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152928 closed May 16, 2025
DISABLED test_comprehensive_diagonal_copy_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152890 closed May 16, 2025
DISABLED test_comprehensive_trunc_cuda_float64 (__main__.TestInductorOpInfoCUDA)
#153046 closed May 16, 2025
DISABLED test_comprehensive_asinh_cuda_float32 (__main__.TestInductorOpInfoCUDA)
#153029 closed May 16, 2025
DISABLED test_comprehensive_svd_cuda_float32 (__main__.TestInductorOpInfoCUDA)
#153031 closed May 16, 2025
DISABLED test_comprehensive_special_ndtri_cuda_int64 (__main__.TestInductorOpInfoCUDA)
#153047 closed May 16, 2025
DISABLED test_comprehensive_unbind_copy_cuda_int32 (__main__.TestInductorOpInfoCUDA)
#152795 closed May 16, 2025
DISABLED test_comprehensive_rot90_cuda_float16 (__main__.TestInductorOpInfoCUDA)
#152927 closed May 16, 2025
DISABLED test_comprehensive_slice_scatter_cuda_bool (__main__.TestInductorOpInfoCUDA)
#152794 closed May 16, 2025
DISABLED test_comprehensive_scatter_reduce_prod_cuda_float32 (__main__.TestInductorOpInfoCUDA)
#153148 closed May 16, 2025

7 Issues opened by 4 people

DISABLED test_impl_device_cpu (__main__.TestCustomOp)
#153763 opened May 16, 2025
DISABLED test_var_mean_tile_reduction_False_mps (__main__.GPUTests)
#153762 opened May 16, 2025
DISABLED test_tensor_index_put_slice_mps (__main__.GPUTests)
#153761 opened May 16, 2025
CUDA not found in NVIDIA runners
#153760 opened May 16, 2025
Runtime assertions ignored in many cases
#153756 opened May 16, 2025
DISABLED test_mean_mps (__main__.GPUTests)
#153747 opened May 16, 2025
[RFC] [Feature] Intra-Device Heterogeneous Memory Allocation Support
#153745 opened May 16, 2025

131 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.

[CI][CUDA] Move cu118 distributed pull jobs to cu126, move cu124-sm75 to cu126-sm75
#151594 commented on May 17, 2025 • 6 new comments
Add torch/header_only_apis.txt and enforce they're tested
#153635 commented on May 17, 2025 • 3 new comments
[Distributed][CI] Rework continuous TestCase
#153653 commented on May 16, 2025 • 2 new comments
Fix: specializing symbols after runtime assertions added cause codegen issue
#153661 commented on May 17, 2025 • 2 new comments
[c10d] Consolidate monitoring thread in PGNCCL
#153668 commented on May 16, 2025 • 2 new comments
inductor codecache: include private inductor configs in cache key
#153672 commented on May 17, 2025 • 2 new comments
[inductor][cutlass backend] Add 2 stage autotuning aka prescreening
#153335 commented on May 17, 2025 • 1 new comment
[ROCm] Improve vectorized elementwise kernel performance in MI300X
#153634 commented on May 17, 2025 • 1 new comment
Update serialization docs
#153631 commented on May 16, 2025 • 1 new comment
Use 3.27 as the minimum CMake version
#153153 commented on May 17, 2025 • 1 new comment
basic compile support for grouped_mm
#153384 commented on May 16, 2025 • 1 new comment
change guard_or impl for better perf and simplicity
#153674 commented on May 16, 2025 • 1 new comment
[associative_scan] Autograd separated
#139939 commented on May 17, 2025 • 1 new comment
[XPU] [Windows] Auto turn on kineto XPU build when compiler version support.
#153681 commented on May 17, 2025 • 1 new comment
determine whether to round according to dtype
#153601 commented on May 17, 2025 • 1 new comment
[AOTI] Embed cubin files into .so
#150739 commented on May 16, 2025 • 1 new comment
[cutlass backend] Reduce log level for cutlass runtime error
#153457 commented on May 17, 2025 • 1 new comment
[Tiling rewrite pt1] Normalize reads and writes to common iter space
#153723 commented on May 17, 2025 • 1 new comment
Recheck autotune cache on static cuda launcher load
#153565 commented on May 16, 2025 • 1 new comment
Analyze coalesced mem
#153730 commented on May 17, 2025 • 1 new comment
[executorch hash update] update the pinned executorch hash
#153436 commented on May 17, 2025 • 0 new comments
[WIP] suggest whitelist for dynamic shape recompilations
#153442 commented on May 17, 2025 • 0 new comments
[Monitoring] Add util for linux build
#153456 commented on May 17, 2025 • 0 new comments
[dynamo, nested graph breaks] refactor codegen to minimize NULL codegen'ing
#153510 commented on May 17, 2025 • 0 new comments
[BE] Move static package info from `setup.py` to `pyproject.toml`
#153538 commented on May 17, 2025 • 0 new comments
[AOTI] Add a SlimTensor representation
#153739 commented on May 16, 2025 • 0 new comments
[CUDA][MPS] Fix torch.arange bound validation for large float inputs
#153328 commented on May 16, 2025 • 0 new comments
[ROCm] improve sparse addmm, enable complex
#153262 commented on May 17, 2025 • 0 new comments
Fixed an issue with XPU skip so the test_decompose_mem_bound_mm.py suite can be ran correctly
#153245 commented on May 16, 2025 • 0 new comments
[ONNX] Update decomposition logic to loop over onnx registry
#153168 commented on May 17, 2025 • 0 new comments
[Set] [wip] Support sets in VariableBuilder
#153150 commented on May 17, 2025 • 0 new comments
Use std::fma for CUDA Adam kernel's lerps.
#153097 commented on May 16, 2025 • 0 new comments
[CUDA][cuBLASLt] Respect `allow[FP16/BF16]ReductionCuBLAS` in `cuBLASLt`
#153095 commented on May 17, 2025 • 0 new comments
Update fbgemm pinned version
#153072 commented on May 17, 2025 • 0 new comments
[Intel GPU] scalar tensor case handling in addmm, baddmm
#153051 commented on May 17, 2025 • 0 new comments
Adding a generic attribute for easier checkpoint discrepancy debugging.
#153021 commented on May 16, 2025 • 0 new comments
[FrozenSet] Fixes for FrozenSet
#152991 commented on May 17, 2025 • 0 new comments
[MegaCache] Make MegaCache generic to allow external plugins registration
#152977 commented on May 16, 2025 • 0 new comments
Extract DeviceType to a standalone header file
#152787 commented on May 16, 2025 • 0 new comments
cleanup, refactor and add missing self._dde_suppressed checks
#152657 commented on May 17, 2025 • 0 new comments
Fix #152280: add Literal[…] PaddingMode to Conv modules
#152590 commented on May 17, 2025 • 0 new comments
Add missing arg descriptions for class RMSNorm(Module)
#153738 commented on May 17, 2025 • 0 new comments
[partitioner] Fix _broadcast_on_rank0 to use deterministic hash function
#153734 commented on May 16, 2025 • 0 new comments
[BE]: Improve typing in torch/modules/container.py
#153728 commented on May 16, 2025 • 0 new comments
Add option to statically launch user defined triton kernels
#153725 commented on May 17, 2025 • 0 new comments
Updated onnx->symbolic_opset23.py
#153702 commented on May 16, 2025 • 0 new comments
Support boolean tensor for torch.fused_moving_avg_obs_fake_quant on CUDA
#153699 commented on May 17, 2025 • 0 new comments
Updated ONNX Opset Version to Support Attention Operator #153611
#153687 commented on May 16, 2025 • 0 new comments
Fix some CMake issues
#153686 commented on May 17, 2025 • 0 new comments
Use latest mkl-include and mkl-devel on Windows CI
#153684 commented on May 17, 2025 • 0 new comments
init
#153682 commented on May 16, 2025 • 0 new comments
[Draft][Just for CI VAL]Xpu flex attn ci test
#153680 commented on May 16, 2025 • 0 new comments
[MTIA Aten Backend] Migrate "_unsafe_view" and "view" ops from out-of-tree to pytorch in-tree
#153670 commented on May 16, 2025 • 0 new comments
Fused RMSNorm implementation
#153666 commented on May 17, 2025 • 0 new comments
Redirect mobile_optimizer.rst to executorch
#153664 commented on May 16, 2025 • 0 new comments
[refactor] extract create_resume_fn from create_call_resume_at
#153663 commented on May 17, 2025 • 0 new comments
[dynamo] raise observed exception for module attribute errors
#153659 commented on May 17, 2025 • 0 new comments
[CUDA][cuBLAS][cuBLASLt] avoid polluting prefer cuBLAS/Lt setting across tests
#153655 commented on May 17, 2025 • 0 new comments
[triton][fb] Move build_paths into triton_utils
#153652 commented on May 16, 2025 • 0 new comments
[Ez][BE] Make implicit subpackage explicit
#153613 commented on May 16, 2025 • 0 new comments
fix a compilation issue when TORCH_XPU_ARCH_LIST is an empty string
#153604 commented on May 16, 2025 • 0 new comments
support scaled mm on inductor
#153602 commented on May 17, 2025 • 0 new comments
[PT2][Optimus][Observability] Refactor the logging to avoid excessive tlparse log
#153584 commented on May 17, 2025 • 0 new comments
[PT2][memory] add missing dependencies due to mutations
#153569 commented on May 17, 2025 • 0 new comments
[caffe2] Eliminate implicit calls to strlen when using the RECORD_FUNCTION macros
#153567 commented on May 16, 2025 • 0 new comments
[SetSubclass] [wip] Add support for user defined sets
#153553 commented on May 17, 2025 • 0 new comments
[TESTING] [DO NOT MERGE] Updated triton commit pin
#153548 commented on May 17, 2025 • 0 new comments
[dynamo, nested graph breaks] add nested graph break tests
#144516 commented on May 17, 2025 • 0 new comments
Fix `USE_STATIC_MKL` lost functionality
#138996 commented on May 17, 2025 • 0 new comments
Prioritize building with libgomp over libomp
#138834 commented on May 17, 2025 • 0 new comments
Add TORCH_CHECK_INDEX in convert_indices_from_coo_to_csr_cpu
#138068 commented on May 16, 2025 • 0 new comments
[AOTAutograd] tweak min-cut partitioner to avoid saving softmax output
#126348 commented on May 16, 2025 • 0 new comments
[vision hash update] update the pinned vision hash
#125806 commented on May 17, 2025 • 0 new comments
Automated submodule update: FBGEMM
#115316 commented on May 17, 2025 • 0 new comments
[inductor] Improve codegen for argmax+max
#146643 commented on May 17, 2025 • 0 new comments
Triton Compilation Error in Generated Code due to possible float division in index
#153375 commented on May 17, 2025 • 0 new comments
Cleanup autotune_fallback_to_aten post-deprecation
#153298 commented on May 17, 2025 • 0 new comments
[dynamo, logging] Move extra graph_code logging to a verbose artifact
#153646 commented on May 17, 2025 • 0 new comments
UNSTABLE pull / cuda12.4-py3.10-gcc9-sm75 / test (pr_time_benchmarks)
#149370 commented on May 17, 2025 • 0 new comments
Performance Regression nightly 03/11→03/12, on nanogpt speedrun
#152823 commented on May 17, 2025 • 0 new comments
`randint(max)` causes a graph break, but not `rand().mul(max).floor().to(torch.long)` (on CPU)
#135664 commented on May 17, 2025 • 0 new comments
Torch tensor can not register for RDMA，call ibv_reg_mr() failed: Bad address
#153688 commented on May 16, 2025 • 0 new comments
SystemError: PY_SSIZE_T_CLEAN macro must be defined for '#' formats - PyTorch compile fails with Python 3.12
#153737 commented on May 16, 2025 • 0 new comments
compiling for rocm gfx1010, getting cuda errors
#145670 commented on May 16, 2025 • 0 new comments
Padded tensor subclass
#105325 commented on May 16, 2025 • 0 new comments
torch.compile fails for some torch.script.jit wrapped class method with 'torch._C.ScriptFunction' object has no attribute '__name__'
#153607 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
[SOURCE] links for patch releases lead to 2.7.1
#153733 commented on May 16, 2025 • 0 new comments
Multihead Attention does not work with jagged tensors due to __torch_function__
#153472 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
[ROCm][TunableOp] Contents of untuned csv files are ignored during offline tuning
#153462 commented on May 16, 2025 • 0 new comments
Make tlparse able to show a summary of distinct graph breaks
#153669 commented on May 16, 2025 • 0 new comments
DISABLED test_jacobian_vectorize_raises_no_warnings_logging_tensor (__main__.TestAutogradFunctional)
#153707 commented on May 16, 2025 • 0 new comments
Divergence of handling python del in dynamo vs eager
#153701 commented on May 16, 2025 • 0 new comments
Slicing of large tensors is wrong on MPS
#153560 commented on May 16, 2025 • 0 new comments
Cache code generation during triton template expansion and enable it for mm_template.
#151773 commented on May 16, 2025 • 0 new comments
[Intel GPU][Inductor] Fallback embedding_dense_backward on XPU
#151637 commented on May 17, 2025 • 0 new comments
[cp] dispatch flex_attention to CP impl in TorchDispatchMode
#151497 commented on May 16, 2025 • 0 new comments
fix sympy FloorToInt when compile
#151185 commented on May 16, 2025 • 0 new comments
[dynamo, nested graph breaks] small fixes to resume function generation
#151056 commented on May 17, 2025 • 0 new comments
Update auto-tuning support for _scaled_grouped_mm
#150944 commented on May 16, 2025 • 0 new comments
[BE][CI][Easy] Run `lintrunner` on generated `.pyi` stub files
#150732 commented on May 17, 2025 • 0 new comments
[BE] Resolve lint errors in `.pyi` stub files
#150731 commented on May 17, 2025 • 0 new comments
[dynamic shapes] stop writing Max(*, 1) for strides
#150376 commented on May 16, 2025 • 0 new comments
Relax njt x njt to dense matmul reduction checks
#150172 commented on May 17, 2025 • 0 new comments
AOTI freezing: fix test issues and enable by default
#149961 commented on May 17, 2025 • 0 new comments
test if free chunk
#149371 commented on May 17, 2025 • 0 new comments
Register flop formulas for flex attention
#149366 commented on May 17, 2025 • 0 new comments
[tp] change test_layer_norm_bwd_req_grad test to avoid uneven TP sharding which causes timeout
#149361 commented on May 17, 2025 • 0 new comments
[dtensor][tp] debug test_layer_norm_bwd_req_grad timeout when #GPU=3
#149355 commented on May 17, 2025 • 0 new comments
[Partition] Fix flaky
#149348 commented on May 17, 2025 • 0 new comments
[DCP][Draft] Checkpoint daemon process fixes
#149341 commented on May 16, 2025 • 0 new comments
[torch][ao] Do not crash numerics debugger if the shape of the tensors do not match
#149330 commented on May 17, 2025 • 0 new comments
Expose GIL and GC events in profiler traces
#149329 commented on May 16, 2025 • 0 new comments
[BE]: Update mypy to 1.15
#149326 commented on May 16, 2025 • 0 new comments
add support for numpy
#149288 commented on May 16, 2025 • 0 new comments
added documentation for masked_fill and masked_fill_
#149285 commented on May 16, 2025 • 0 new comments
Fix multiprocessing with CUDA_VISIBLE_DEVICES seems to give the wrong device
#149248 commented on May 16, 2025 • 0 new comments
[fsdp] add an experimental allocator hook for buffers that participate in collective communication
#149150 commented on May 16, 2025 • 0 new comments
[DRAFT] make reshape work for reshapeing 1dim unbacked non-contig to anything
#148899 commented on May 16, 2025 • 0 new comments
cpp_wrapper: build non-performance-sensitive code at O1
#148773 commented on May 17, 2025 • 0 new comments
[triton hash update] update the pinned triton hash
#148492 commented on May 17, 2025 • 0 new comments
Bump Protobuf to 6.31.0
#147963 commented on May 17, 2025 • 0 new comments
[test] sccache log
#147470 commented on May 17, 2025 • 0 new comments
Record the XPU and XCCL build settings in the compiled binary
#147161 commented on May 17, 2025 • 0 new comments
[HOP] Mutation and alias rework
#146658 commented on May 17, 2025 • 0 new comments
[BE]: Apply ruff PERF401 to torch
#145153 commented on May 16, 2025 • 0 new comments

0