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

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This adds an ability to print a "diagnostic marker" based on a given ObjectPath. For example, say we are printing a fragment of TIR like ``` for i in T.serial(10):...

## This issue is to track progress for [TVMScript Unified Printer](https://github.com/apache/tvm-rfcs/blob/main/rfcs/0074-tvmscript-unified-printer.md) ### Part 1: Doc In each step we will introduce several Doc subclasses and implement the corresponding part in...

type:rfc-tracking

This PR is an initial effort of making microTVM always enabled in the build.

This PR adds corstone300 fvp to the platforms supported by the zephyr. Also changes the generated micro projects build system from make to ninja.

This PR is aim to change floating point multiplication of resize operator to integer division when `method` is nearest_neighbor and `coordinate_transformation_mode` is asymmetric. **Why this change?** When using `create_prim_func` to...

Added a pass to insert local (cache) stage for the shared memory. It's similar to cache read but bypasses the limitation of int set analysis for compacting buffer region by...

See [the CI Monitoring Runbook](https://github.com/apache/tvm/wiki/CI-Monitoring-Runbook) for context. This schedule tracks the CI monitoring rotation. If you would like to join, please comment on this issue or, if you are a...

This PR intends to fix the impl of `pad_common` for float pad_value found in models like `pytorch_unet` and `timm_efficientdet`, as well as add a couple new tests for the `torch.nn.functional.pad`.

This is a conservative static analysis that checks to see if any out of bounds array access occurs. It is not enabled by default. @Lunderberg @AndrewZhaoLuo @jwfromm cc @gigiblender

Currently the [heap size](https://github.com/apache/tvm/blob/main/apps/microtvm/zephyr/template_project/src/host_driven/main.c#L134) in the Zephyr host_driven microTVM is fixed, but each board has a variable amount of memory and it should be tailored at least per-board. It would...

type: micro