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Revert 755#760

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willtebbutt wants to merge 1 commit intomainfrom
wct/revert-755
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Revert 755#760
willtebbutt wants to merge 1 commit intomainfrom
wct/revert-755

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@willtebbutt
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This reverts #755 . Doing so removes some incorrect documentation.

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github-actions Bot commented Sep 4, 2025

Mooncake.jl documentation for PR #760 is available at:
https://chalk-lab.github.io/Mooncake.jl/previews/PR760/

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github-actions Bot commented Sep 4, 2025

Performance Ratio:
Ratio of time to compute gradient and time to compute function.
Warning: results are very approximate! See here for more context.

┌────────────────────────────┬──────────┬──────────┬─────────────┬─────────┬─────────────┬─────────┐
│                      Label │   Primal │ Mooncake │ MooncakeFwd │  Zygote │ ReverseDiff │  Enzyme │
│                     String │   String │   String │      String │  String │      String │  String │
├────────────────────────────┼──────────┼──────────┼─────────────┼─────────┼─────────────┼─────────┤
│                   sum_1000 │ 100.0 ns │      1.8 │         1.9 │     1.1 │        5.61 │    8.21 │
│                  _sum_1000 │ 941.0 ns │     6.61 │        1.01 │  1420.0 │        34.3 │    1.09 │
│               sum_sin_1000 │  6.56 μs │      2.2 │        1.37 │     1.7 │        10.4 │    2.18 │
│              _sum_sin_1000 │  5.28 μs │     2.62 │        2.17 │   305.0 │        13.4 │    2.46 │
│                   kron_sum │ 361.0 μs │     37.4 │        2.83 │    4.52 │       221.0 │    10.9 │
│              kron_view_sum │ 364.0 μs │     37.5 │        3.28 │    10.4 │       226.0 │    6.17 │
│      naive_map_sin_cos_exp │  2.13 μs │     2.17 │         1.4 │ missing │        7.17 │    2.34 │
│            map_sin_cos_exp │  2.14 μs │     2.39 │        1.49 │     1.5 │        6.19 │    2.88 │
│      broadcast_sin_cos_exp │  2.24 μs │     2.27 │        1.39 │    2.34 │        1.51 │    2.25 │
│                 simple_mlp │ 205.0 μs │     6.45 │        2.95 │    1.75 │        10.6 │    3.36 │
│                     gp_lml │ 254.0 μs │     8.73 │        2.08 │    3.73 │     missing │    5.53 │
│ turing_broadcast_benchmark │  1.96 ms │     3.77 │        3.01 │ missing │        28.3 │ missing │
│         large_single_block │ 380.0 ns │     4.59 │        2.03 │  4550.0 │        31.7 │    2.24 │
└────────────────────────────┴──────────┴──────────┴─────────────┴─────────┴─────────────┴─────────┘

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