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Transformer integration #24

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@sgreenbury sgreenbury commented Jun 13, 2024 •
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Integration test for transformer.

Tasks:

  • Check randomness seeding
  • Check multiple blocks work (seems to be following neg_inf fix)
  • Check loss cce
  • Check backward call
  • Confirm learning for text with small number of chars

sgreenbury and others added 12 commits June 13, 2024 16:41
@sgreenbury
Adding batch generator to tranformer test
d66f4cd
@sgreenbury
Fixing integration test
228e2d2
@sgreenbury @dsj976
@mastoffel @andrewphilipsmith @Cyara-she-her
Merge main
1f5c86d 
Co-authored-by: David Salvador Jasin <dsalvadorjasin@turing.ac.uk>
Co-authored-by: Martin Stoffel <martin.adam.stoffel@gmail.com>
Co-authored-by: Andy Smith <andrewphilipsmith@users.noreply.github.com>
Co-authored-by: Cyara <Cyara-she-her@users.noreply.github.com>
@sgreenbury
Add norm layer
a23a5d0
@sgreenbury
Fix test refs
c56a192
@sgreenbury
Rounding debug print
262ac67
@mastoffel
fix layer norm
32caef6
@mhauru
Fixing NaN bugs
d070b24
@sgreenbury
Fix config in attention
2b27e60
@edchapman88
make tokeniser deterministic
94071c7
@edchapman88
autoformatting
16f0480
@edchapman88
add alternative cce implementation
e299c5e
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5 participants

@sgreenbury @mastoffel @mhauru @edchapman88