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

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This is a patch for PR https://github.com/apache/tvm/pull/15473 That PR tried to solve the issues described in [RFC](https://discuss.tvm.apache.org/t/improving-dataflow-pattern-matching-for-relay/15344), but introduced another issue, probably unintentionally. The new issue occurs, when there are...

Executing a sequence of Relay transformations iteratively using a custom script results in a segmentation fault (Segmentation fault (core dumped)). This issue seems to be related to the quantity of...

type: bug
needs-triage

Thanks for participating in the TVM community! We use https://discuss.tvm.ai for any general usage questions and discussions. The issue tracker is used for actionable items such as feature proposals discussion,...

type: bug
needs-triage

This patch adds the support of `dot4I8Packed(int8x4, int8x4)` as a pure extern method of WebGPU target. In the generated WGSL shader, `int8x4` will be translated into `u32`, and `dot4I8Packed(int8x4, int8x4)`...

Thanks for participating in the TVM community! We use https://discuss.tvm.ai for any general usage questions and discussions. The issue tracker is used for actionable items such as feature proposals discussion,...

type: bug
needs-triage

I am trying to compile an ONNX (graph below) model using TVM. ![5618520ff3e8817d39d4422c547eaf9](https://github.com/apache/tvm/assets/100203773/0a00c2d4-70e1-4e66-b7ae-96737e30d5b3) Of course, this is a complicated graph, but we can simplify it as below. ![image](https://github.com/apache/tvm/assets/100203773/10fd68b9-168f-4db7-b593-a88bd410e612) These two...

type: bug
needs-triage

When applying optimization passes in TVM, there is a discrepancy in the results between directly applying opt_a(opt_b(mod)) and using a sequential optimization approach, where seq_ab = tvm.ir.transform.Sequential([opt_a, opt_b]) and seq_ba...

type: bug
needs-triage

### Expected behavior That the docker can run without issue ### Actual behavior When I try to run the command ./docker/build.sh demo_vitis_ai bash, from the guide I get an error...

type: bug
needs-triage

Bumps [werkzeug](https://github.com/pallets/werkzeug) from 3.0.1 to 3.0.3. Release notes Sourced from werkzeug's releases. 3.0.3 This is the Werkzeug 3.0.3 security release, which fixes security issues and bugs but does not otherwise...

type:dependency-security
python

Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.2 to 3.1.4. Release notes Sourced from jinja2's releases. 3.1.4 This is the Jinja 3.1.4 security release, which fixes security issues and bugs but does not otherwise...

type:dependency-security
python