Flash attention puzzle #31
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- modify lib.py so that it can vizualize the solution
MPKonst
commented
May 15, 2024
| "outputs": [], | ||
| "source": [ | ||
| "%pip install -qqq git+https://github.com/chalk-diagrams/planar git+https://github.com/danoneata/chalk@srush-patch-1\n", | ||
| "!wget -q https://github.com/srush/GPU-Puzzles/raw/main/robot.png https://github.com/MPKonst/GPU-Puzzles/raw/flash_attn_puzzle/flash_attn_forward_algo.png https://github.com/MPKonst/GPU-Puzzles/raw/flash_attn_puzzle/lib.py" |
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Remind to self: Change urls before merge.
| "metadata": {}, | ||
| "source": [ | ||
| "\n", | ||
| "[](https://colab.research.google.com/github/MPKonst/GPU-Puzzles/blob/flash_attn_puzzle/Flash_attention_puzzle.ipynb)" |
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Remind to self: change url before merge
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This PR adds a new notebook with a guided puzzle to implement the forward pass of FlashAttention2.
It also makes some modifications to the visualiser to allow it to render the solution (example solution for testing can be found here). The main modifications needed were:
ScalarandScalarHistoryThe other changes to lib.py are mostly cosmetic.