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ROCm/python
Justin Lebar e70e11e834 [BACKEND] Improve printf. (#2532)
[BACKEND] Improve printf.

Previously, we printed all of a GPU thread's values in a single printf()
call, and this, plus the user-specified prefix, was all we printed.

This caused a few problems.

 - nvptx printf can only handle 32 arguments; if you pass more than
   that, it prints garbage.  So if a thread had more than 32 values, you
   couldn't print them, issue #2486.

 - The order of the values within the Triton program (GPU thread block)
   is an implementation detail -- it depends on the layout the compiler
   assigns to a tensor.  So this also prevented you from interpreting
   the printed output.

To address this, we now print the Triton pid and multi-dimensional
Tensor index for each value.  And each value gets its own line to avoid
passing too many args to printf.

Example output:

    ```
    pid (0, 1, 2) idx (36, 127) x: 42
    ```

If you want to observe all the values in a tensor in order, you can grep
and then sort the output.

We also make a UX enhancement to print: The printed label always ends
with ": "; you don't have to add it yourself.

Fixes #2486.
2023-10-25 08:47:55 +00:00
..
2023-10-25 08:47:55 +00:00
2023-10-25 08:47:55 +00:00
2023-09-17 02:08:04 -07:00