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I am encountering linker errors when trying to build my project using CMake with PyTorch. The build process fails with several undefined reference errors related to PyTorch symbols. Below are...

OleeHu

[CUBLAS][FP8] Enable fusing astype operation for matmul multiply pattern

1

This PR adds fusing of the astype operation to matmul for cublas. This change is needed to improve the performance for fp8.

valmat07

I was tensorizing BERT using meta schedule and get a runtime error. ### Expected behavior It should - Extract task - Tune task - Give me a tuned model to...

SharynHu

[BugFix][MSC] split name_string with index by colon from the right

4

Fixes a naming mismatch in MSCGraph where tensor_name could formatted as 'string:index:index',and the corresponding node.name is 'string:index'. Splitting tensor_name from the right aligns it correctly. For example, the TFLite default...

psunn

[SME] Add scalable fp16->fp32 dense schedule

1

This commit extends the functionality of the SME dense and matmul schedules to support operations with fp16 inputs and an fp32 output, where `transpose_a=False` and `transpose_b=True`. For convenience, it also...

lhutton1

### This issue is to track progress for [SME enablement](https://github.com/apache/tvm-rfcs/pull/107) upstream - [x] P0. Fixed Virtual Platform (FVP) and toolchain installation - https://github.com/apache/tvm/pull/16755 - [x] P1. Fixed Virtual Platform (FVP)...

lhutton1

[CI] Enable unittests for disco

1

The refactor of the unittest folder in #16110 did not include the `tests/python/disco` folder in the list of folders to run in CI.

Lunderberg

[Relax][UnitTest] Validate IRModule with multiple targets

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This commit adds a unit test to verify that a single `IRModule` can contain functions that will be used on multiple distinct targets. Previously, this test case caused errors when...

Lunderberg

[AutoTVM] Introduce PSOTuner for AutoTVM

1

This commit introduces the Particle Swarm Optimization (PSO) tuner `PSOTuner` to AutoTVM, enhancing tuning efficiency by better exploring the configuration space compared to GATuner. Key additions include: ### Major Changes:...

Junyi-99

[Runtime] Compatibility with dmlc::Stream API changes

4

This commit updates TVM implementations of `dmlc::Stream`. With https://github.com/dmlc/dmlc-core/pull/686, this API now requires the `Write` method to return the number of bytes written. This change allows partial writes to be...

Lunderberg