# arc_agi_2 / 4c7dc4dd_0

- taskset: [arc_agi_2](https://harnessreport.com/tasks/arc_agi_2.md)
- difficulty: hard
- category: reasoning
- language: 
- runnable from the site: no
- agent timeout: 600s

## Results by harness

_none yet_

## Instruction

```
You are participating in a puzzle solving competition. You are an expert at solving puzzles.

Below is a list of input and output pairs with a pattern. Your goal is to identify the pattern or transformation in the training examples that maps the input to the output, then apply that pattern to the test input to give a final output.

Write your answer as a JSON 2D array to `/testbed/output.json`.

--Training Examples--
--Example 0-- 

 INPUT: 

[[1, 2, 3, 4, 1, 1, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2], [4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1], [3, 4, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [2, 3, 1, 4, 4, 4, 4, 4, 4, 4, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 1, 3, 4, 1, 1, 3], [1, 2, 1, 4, 1, 0, 0, 0, 0, 4, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 4, 4, 4, 4, 4, 4, 3, 4, 1, 2], [4, 1, 1, 4, 6, 1, 1, 1, 6, 4, 2, 3, 4, 1, 2, 3, 4, 1, 2, 4, 1, 0, 0, 0, 0, 4, 2, 3, 1, 1], [3, 4, 1, 4, 0, 0, 0, 0, 1, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 4, 6, 0, 0, 0, 6, 4, 1, 2, 1, 4], [1, 3, 1, 4, 0, 0, 0, 0, 1, 4, 4, 1, 2, 3, 1, 1, 2, 3, 1, 4, 0, 0, 0, 0, 0, 4, 4, 1, 1, 3], [1, 2, 1, 4, 0, 0, 0, 0, 1, 4, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 0, 0, 0, 0, 0, 4, 3, 4, 1, 2], [4, 1, 1, 4, 4, 4, 4, 4, 4, 4, 2, 1, 4, 1, 2, 3, 4, 1, 2, 4, 0, 0, 0, 0, 1, 4, 2, 3, 1, 1], [3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 1, 3, 4, 1, 2, 3, 4, 1, 4, 4, 4, 4, 4, 4, 4, 1, 2, 1, 4], [1, 3, 1, 1, 2, 3, 4, 1, 2, 3, 4, 1, 1, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 1, 3], [1, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2], [4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1], [3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 1, 4, 1, 2, 3, 4, 1, 1, 1, 4, 1, 2, 3, 4], [2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 1, 4, 1, 2, 1, 4, 1, 1, 3], [1, 2, 3, 4, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 3, 4, 1, 2], [4, 1, 2, 3, 4, 2, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 4, 4, 4, 4, 4, 4, 2, 4, 1, 2, 3, 4, 1], [3, 4, 1, 2, 3, 2, 4, 4, 4, 4, 4, 4, 4, 4, 1, 2, 4, 0, 0, 0, 0, 0, 4, 2, 3, 4, 1, 2, 3, 4], [2, 3, 4, 1, 2, 2, 4, 0, 0, 0, 0, 0, 4, 3, 4, 1, 4, 0, 0, 0, 0, 0, 4, 2, 2, 1, 4, 1, 2, 3], [1, 2, 3, 4, 1, 2, 4, 6, 0, 0, 0, 2, 4, 2, 3, 4, 4, 0, 0, 0, 0, 0, 4, 2, 1, 2, 3, 4, 1, 2], [4, 1, 2, 3, 4, 2, 4, 0, 0, 0, 0, 0, 4, 1, 2, 3, 4, 0, 0, 0, 0, 0, 4, 2, 4, 1, 2, 3, 4, 1], [3, 4, 1, 2, 3, 2, 4, 0, 0, 0, 0, 0, 4, 1, 1, 2, 4, 0, 0, 0, 0, 0, 4, 2, 3, 4, 1, 2, 3, 4], [2, 3, 4, 1, 2, 2, 4, 2, 0, 0, 0, 0, 4, 3, 4, 1, 4, 4, 4, 4, 4, 4, 4, 2, 2, 3, 4, 1, 2, 3], [1, 2, 3, 1, 1, 2, 4, 4, 4, 4, 4, 4, 4, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 2, 1, 2, 3, 4, 1, 2], [4, 1, 2, 3, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 2, 3, 4, 1], [3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 1, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4], [2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 1, 4, 1, 2, 3, 4, 1, 2, 3], [1, 2, 3, 4, 1, 2, 3, 1, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2], [4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1, 2, 3, 4, 1]]

OUTPUT: 

[[0, 0, 0, 0, 0], [6, 2, 2, 2, 2], [2, 0, 0, 0, 0], [2, 0, 0, 0, 0], [2, 0, 0, 0, 0]]

--Example 1-- 

 INPUT: 

[[4, 1, 2, 3, 0, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 3, 0, 1, 2, 4, 4, 1, 2, 3, 4, 1, 2, 4, 0, 1], [1, 2, 4, 0, 1, 4, 3, 0, 1, 2, 3, 4, 1, 2, 4, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2], [2, 3, 0, 1, 2, 4, 0, 8, 8, 8, 8, 8, 8, 3, 4, 1, 2, 3, 0, 4, 2, 3, 0, 1, 4, 3, 0, 1, 2, 3], [3, 0, 1, 2, 3, 4, 1, 8, 0, 4, 0, 0, 8, 0, 4, 2, 3, 0, 1, 2, 3, 0, 1, 2, 3, 4, 1, 2, 3, 0], [0, 1, 2, 3, 0, 4, 2, 8, 4, 4, 0, 0, 8, 1, 4, 3, 0, 1, 2, 3, 4, 4, 2, 3, 0, 1, 2, 3, 0, 1], [1, 2, 3, 0, 4, 4, 4, 8, 0, 4, 4, 4, 8, 2, 4, 0, 1, 2, 3, 4, 1, 2, 3, 0, 1, 2, 3, 0, 1, 2], [2, 3, 0, 1, 2, 4, 0, 8, 0, 4, 0, 0, 8, 3, 4, 1, 2, 3, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3], [3, 0, 1, 2, 3, 4, 1, 8, 8, 8, 8, 8, 8, 4, 4, 2, 3, 0, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0], [0, 1, 2, 3, 0, 4, 2, 3, 0, 1, 2, 3, 0, 1, 4, 3, 0, 1, 2, 2, 0, 1, 2, 3, 0, 1, 2, 3, 2, 1], [1, 2, 3, 0, 4, 4, 4, 0, 1, 2, 3, 0, 1, 2, 4, 0, 4, 2, 3, 2, 1, 8, 8, 8, 8, 8, 8, 0, 2, 2], [2, 4, 0, 1, 4, 4, 0, 4, 2, 3, 0, 1, 2, 4, 4, 1, 2, 3, 0, 2, 2, 8, 0, 0, 0, 0, 8, 1, 2, 3], [3, 0, 1, 2, 3, 4, 1, 2, 3, 0, 4, 2, 3, 0, 4, 4, 3, 0, 1, 2, 4, 8, 0, 0, 0, 0, 8, 2, 2, 0], [4, 1, 2, 3, 0, 4, 2, 3, 0, 1, 2, 3, 4, 1, 4, 4, 0, 1, 2, 2, 0, 8, 0, 0, 0, 0, 8, 3, 2, 1], [1, 2, 3, 0, 1, 4, 3, 0, 1, 2, 3, 0, 1, 2, 4, 4, 1, 2, 3, 2, 1, 8, 0, 0, 0, 0, 8, 0, 2, 2], [2, 3, 0, 1, 2, 4, 4, 1, 2, 3, 0, 4, 2, 3, 4, 1, 2, 3, 0, 2, 2, 8, 8, 8, 8, 8, 8, 1, 2, 3], [3, 0, 1, 2, 3, 4, 4, 2, 3, 4, 1, 2, 3, 0, 4, 2, 3, 0, 4, 2, 3, 0, 1, 2, 3, 0, 1, 2, 2, 0], [0, 4, 2, 3, 0, 4, 2, 3, 0, 1, 2, 3, 0, 1, 4, 3, 0, 1, 2, 2, 0, 1, 2, 3, 0, 1, 2, 3, 2, 1], [1, 2, 3, 0, 1, 4, 3, 4, 1, 2, 3, 0, 1, 2, 4, 0, 1, 2, 3, 2, 4, 2, 3, 0, 1, 2, 3, 0, 2, 2], [2, 3, 0, 1, 2, 4, 0, 1, 2, 3, 0, 1, 2, 3, 4, 1, 4, 3, 4, 2, 2, 4, 0, 1, 2, 3, 0, 1, 2, 3], [3, 0, 1, 2, 3, 4, 1, 2, 3, 0, 4, 2, 3, 0, 4, 4, 3, 0, 1, 2, 3, 0, 1, 2, 3, 0, 4, 2, 2, 0], [0, 1, 2, 3, 0, 4, 2, 3, 0, 1, 2, 3, 0, 1, 4, 3, 0, 1, 2, 2, 0, 1, 2, 3, 0, 1, 2, 3, 2, 1], [1, 2, 3, 0, 4, 4, 4, 0, 1, 2, 3, 0, 1, 2, 4, 0, 1, 2, 3, 2, 1, 8, 8, 8, 8, 8, 8, 0, 2, 2], [2, 3, 0, 1, 2, 4, 0, 8, 8, 8, 8, 8, 8, 3, 4, 1, 2, 3, 0, 2, 2, 8, 0, 0, 2, 0, 8, 1, 2, 3], [3, 0, 1, 2, 4, 4, 1, 8, 4, 0, 4, 4, 8, 0, 4, 4, 3, 0, 1, 2, 3, 8, 2, 2, 2, 0, 8, 2, 2, 0], [0, 1, 2, 3, 0, 4, 4, 8, 0, 0, 4, 4, 8, 1, 4, 3, 0, 1, 2, 2, 0, 8, 0, 0, 0, 0, 8, 3, 2, 1], [1, 2, 3, 0, 1, 4, 4, 8, 4, 0, 0, 0, 8, 2, 4, 0, 1, 2, 3, 2, 1, 8, 0, 2, 2, 0, 8, 0, 2, 2], [2, 3, 0, 1, 4, 4, 0, 8, 4, 0, 4, 4, 8, 4, 4, 1, 2, 3, 4, 2, 2, 8, 8, 8, 8, 8, 8, 1, 2, 3], [3, 0, 1, 2, 3, 4, 1, 8, 8, 8, 8, 8, 8, 0, 4, 2, 3, 0, 1, 2, 3, 0, 0, 0, 0, 0, 0, 4, 2, 0], [0, 1, 2, 3, 0, 4, 2, 3, 0, 1, 2, 3, 0, 1, 4, 3, 0, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1], [1, 2, 3, 0, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 1, 2, 3, 0, 4, 2, 3, 0, 4, 2, 3, 0, 1, 2]]

OUTPUT: 

[[2, 2, 0, 2], [0, 0, 0, 2], [2, 2, 2, 2], [2, 0, 0, 2]]


--End of Training Examples--

--Test Input--
[[3, 4, 6, 6, 3, 4, 6, 6, 3, 4, 5, 6, 3, 6, 5, 6, 6, 4, 5, 6, 6, 4, 5, 6, 3, 6, 5, 6, 3, 6], [4, 5, 6, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 6, 3, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 4, 5], [5, 6, 3, 3, 5, 6, 3, 6, 6, 6, 3, 6, 5, 3, 3, 6, 6, 6, 6, 4, 6, 6, 3, 4, 5, 6, 3, 6, 6, 6], [6, 3, 4, 3, 6, 5, 5, 5, 5, 5, 5, 5, 6, 3, 4, 5, 6, 3, 6, 5, 5, 5, 5, 5, 5, 5, 4, 6, 6, 3], [3, 4, 5, 3, 3, 5, 0, 0, 0, 0, 0, 5, 6, 3, 6, 6, 6, 4, 5, 5, 0, 0, 0, 0, 0, 5, 5, 6, 3, 4], [6, 5, 6, 3, 4, 5, 0, 0, 1, 0, 0, 5, 4, 3, 6, 3, 6, 5, 6, 5, 0, 0, 0, 0, 0, 5, 6, 6, 4, 5], [5, 6, 3, 3, 6, 5, 0, 1, 8, 1, 0, 5, 6, 3, 6, 4, 6, 6, 3, 5, 0, 0, 0, 0, 0, 5, 3, 6, 5, 6], [6, 3, 4, 3, 6, 5, 0, 0, 1, 0, 0, 5, 6, 3, 4, 5, 6, 3, 4, 5, 0, 0, 0, 0, 0, 5, 4, 6, 6, 6], [3, 4, 5, 3, 3, 5, 0, 0, 0, 0, 0, 5, 3, 3, 6, 6, 6, 4, 5, 5, 0, 0, 0, 0, 0, 5, 5, 6, 3, 4], [4, 6, 6, 3, 4, 5, 5, 5, 5, 5, 5, 5, 4, 3, 6, 3, 6, 5, 6, 5, 5, 5, 5, 5, 5, 5, 6, 6, 4, 5], [5, 6, 3, 3, 6, 6, 3, 4, 5, 6, 3, 4, 5, 3, 3, 4, 6, 6, 3, 4, 6, 6, 3, 4, 6, 6, 6, 6, 5, 6], [6, 3, 4, 3, 6, 3, 4, 5, 6, 3, 4, 5, 6, 3, 6, 5, 6, 3, 4, 5, 6, 3, 4, 6, 6, 3, 4, 6, 6, 3], [3, 4, 5, 3, 6, 6, 6, 6, 3, 4, 5, 6, 3, 3, 6, 6, 6, 4, 5, 6, 3, 4, 6, 6, 3, 4, 5, 6, 3, 4], [4, 5, 6, 3, 4, 5, 6, 3, 4, 5, 6, 3, 4, 3, 6, 3, 6, 5, 6, 3, 4, 5, 6, 3, 4, 5, 6, 6, 4, 5], [5, 6, 3, 3, 6, 6, 3, 6, 5, 6, 3, 4, 6, 3, 3, 4, 6, 6, 3, 4, 5, 6, 3, 4, 5, 6, 3, 6, 6, 6], [6, 6, 6, 3, 6, 6, 6, 5, 6, 3, 4, 6, 6, 3, 4, 5, 6, 3, 6, 5, 6, 6, 4, 5, 6, 3, 4, 6, 6, 3], [6, 4, 6, 3, 3, 6, 5, 6, 3, 4, 5, 6, 3, 3, 5, 6, 6, 4, 5, 6, 3, 6, 5, 6, 3, 4, 5, 6, 3, 4], [4, 5, 6, 3, 4, 5, 6, 6, 6, 5, 6, 3, 4, 3, 6, 6, 6, 5, 6, 6, 4, 6, 6, 6, 4, 5, 6, 6, 4, 5], [5, 6, 3, 3, 5, 6, 6, 4, 6, 6, 3, 4, 5, 3, 3, 4, 6, 6, 3, 4, 6, 6, 6, 4, 5, 6, 3, 6, 5, 6], [6, 3, 4, 3, 6, 3, 4, 5, 6, 3, 4, 5, 6, 3, 4, 5, 6, 6, 4, 5, 6, 3, 6, 5, 6, 3, 4, 6, 6, 3], [3, 4, 5, 3, 3, 5, 5, 5, 5, 5, 5, 5, 3, 3, 5, 6, 6, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 6, 6, 4], [4, 5, 6, 3, 6, 5, 8, 1, 8, 1, 8, 5, 6, 3, 6, 3, 6, 5, 6, 5, 0, 0, 0, 0, 0, 5, 6, 6, 4, 6], [6, 6, 3, 3, 5, 5, 1, 8, 0, 8, 1, 5, 5, 3, 6, 4, 6, 6, 3, 5, 0, 0, 4, 0, 0, 5, 3, 6, 5, 6], [6, 3, 4, 3, 6, 5, 8, 0, 0, 0, 8, 5, 6, 3, 4, 5, 6, 3, 6, 5, 0, 4, 2, 4, 0, 5, 4, 6, 6, 3], [6, 4, 5, 3, 3, 5, 1, 8, 0, 8, 1, 5, 3, 3, 6, 6, 6, 6, 5, 5, 0, 0, 4, 0, 0, 5, 5, 6, 3, 4], [4, 5, 6, 3, 4, 5, 8, 1, 8, 1, 8, 5, 4, 3, 6, 3, 6, 5, 6, 5, 0, 0, 0, 0, 0, 5, 6, 6, 4, 5], [5, 6, 3, 3, 5, 5, 5, 5, 5, 5, 5, 5, 5, 3, 3, 4, 6, 6, 3, 5, 5, 5, 5, 5, 5, 5, 3, 6, 5, 6], [6, 3, 6, 3, 6, 3, 4, 6, 6, 3, 4, 5, 6, 3, 4, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 3], [3, 4, 5, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 6, 6, 3, 4, 5, 6, 3, 4, 5, 6, 3, 6, 5, 6, 3, 6], [4, 6, 6, 3, 4, 5, 6, 3, 6, 5, 6, 3, 4, 5, 6, 3, 4, 5, 6, 3, 6, 5, 6, 3, 4, 5, 6, 3, 4, 5]]
--End of Test Input--
```
---
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