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Open deep learning compiler stack for cpu, gpu and specialized accelerators

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* Use CCL type traits to share common code between NCCL and MSCCLPP API invocations in disco * Add bench to validate results and compare various supported CCL approaches for...

The TVM version I used: [a156181ee3242407aa3c0e1565c18896b9d2f06b](https://github.com/apache/tvm/commit/a156181ee3242407aa3c0e1565c18896b9d2f06b) I tried to follow the [VTA installation tutorial](https://tvm.apache.org/docs/topic/vta/install.html) and enable the **USE_VTA_FSIM** and **USE_VTA_TSIM** option. However, I encountered an error while compiling the VTA-related...

type: bug
needs-triage

Prior to this PR, the well-formed checker did not validate the `FuncStructInfo` annotations. While these `FuncStructInfo` annotations are generated during construction, they can be invalidated by `CopyOnWrite()`. This commit adds...

If a flattened buffer is produced for use in `BufferLoad` and `BufferStore` statements, generate a `DeclBuffer`. This PR updates the behavior for both TE-derived schedules (`tir.StorageFlatten` transform) and TIR-derived schedules...

Bumps [pillow](https://github.com/python-pillow/Pillow) from 10.2.0 to 10.3.0. Release notes Sourced from pillow's releases. 10.3.0 https://pillow.readthedocs.io/en/stable/releasenotes/10.3.0.html Changes CVE-2024-28219: Use strncpy to avoid buffer overflow #7928 [@​hugovk] Use functools.lru_cache for hopper() #7912 [@​hugovk]...

type:dependency-security
python

Bumps [fonttools](https://github.com/fonttools/fonttools) from 4.39.3 to 4.43.0. Release notes Sourced from fonttools's releases. 4.43.0 [subset] Set up lxml XMLParser(resolve_entities=False) when parsing OT-SVG documents to prevent XML External Entity (XXE) attacks (9f61271dc):...

type:dependency-security
python

When using OpenCL + Graph Executor + set_input_zero_copy, we found below code will raise exception, actually we know the NDArray is allocated by the OpenCL device API, it should satisfy...

type: bug
needs-triage

Seems there are some flaky test cases in hexagon during recent PRs that do not have to do with the feature ### Test(s) - `tests/python/contrib/test_hexagon/test_relax_2d_buffer_allocation.py::test_alloc_storage_with_scope_global` ### Jenkins Links - https://ci.tlcpack.ai/blue/organizations/jenkins/tvm-hexagon/detail/PR-16807/5/pipeline...

test: flaky
needs-triage

"resize" result can be wrong if method="nearest_neighbor" and coordinate_transformation_mode="asymmetric" and rounding_method != "floor" and target_height, target_width = n * image_height, m * image_width (n,m are integers). #12567 in buggy implementation:...

This is a rework of #16628 it does not introduce new bindings, but only adopts to some changes in the TVM API, by adding missing attribute values. @jroesch @nhynes could...