Computing rouge is significantly slow

Author: vikigeniusCreated Sep 6, 2022Updated Dec 16, 2022
Labelsbug
Checklist

I have verified that the issue exists against the main branch of AllenNLP.
I have read the relevant section in the contribution guide on reporting bugs.
I have checked the issues list for similar or identical bug reports.
I have checked the pull requests list for existing proposed fixes.
I have checked the CHANGELOG and the commit log to find out if the bug was already fixed in the main branch.
I have included in the "Description" section below a traceback from any exceptions related to this bug.
I have included in the "Related issues or possible duplicates" section beloew all related issues and possible duplicate issues (If there are none, check this box anyway).
I have included in the "Environment" section below the name of the operating system and Python version that I was using when I discovered this bug.
I have included in the "Environment" section below the output of pip freeze.
I have included in the "Steps to reproduce" section below a minimally reproducible example.
Description

The rouge metric computation used in the metric is extremely slow. I am testing this using the Bart model.
Particularly the call here: https://github.com/allenai/allennlp-models/blob/3e3b3ecf8531d8c4d900fdf616926426b401b9ee/allennlp_models/generation/models/bart.py#L260
Related issues or possible duplicates

None
Environment

OS: Linux
Python version: 3.9
Output of pip freeze:
absl-py==1.2.0
aiohttp @ file:///home/void/.cache/pypoetry/artifacts/c3/d1/97/85daa5493c9bf3eb25c509bc3eb629985f82b89336bfcb5adcb76b78fe/aiohttp-3.8.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl
aiosignal @ file:///home/void/.cache/pypoetry/artifacts/d3/d7/92/f7aa28b137b4b00e62270f58330cedde299917a71a3c00ee64913aa3c2/aiosignal-1.2.0-py3-none-any.whl
alabaster @ file:///home/void/.cache/pypoetry/artifacts/48/57/b7/0e44080d4c6f80ece83e427f90368b376fdec42759b60c2c37a04da23b/alabaster-0.7.12-py2.py3-none-any.whl
allennlp @ file:///home/void/.cache/pypoetry/artifacts/14/4f/13/65c796d48a7ad702aa08a9b49c5535ad1b20033bb2c1b6928322c552dd/allennlp-2.9.2-py3-none-any.whl
allennlp-models @ file:///home/void/.cache/pypoetry/artifacts/47/88/8b/4a3be6913f179f5ff20fa64ea5ec9878fe3b0689b1c63b1e63896f3eee/allennlp_models-2.9.0-py3-none-any.whl
arger @ file:///home/void/.cache/pypoetry/artifacts/be/a9/97/92eedbef45f7661c903a6a82517d2d19b7b808717bee4ca85c941531b0/arger-1.4.2-py3-none-any.whl
astor @ file:///home/void/.cache/pypoetry/artifacts/1f/03/36/982d1222edac5e8cb8ac6e0464249747fa800d4fb04728a99153ecfe4d/astor-0.8.1-py2.py3-none-any.whl
async-timeout @ file:///home/void/.cache/pypoetry/artifacts/62/ff/30/bd0ec891880d93bf40cf6e7c53ab08dd9eb6af45fa532c030731e6eed0/async_timeout-4.0.2-py3-none-any.whl
attrs @ file:///home/void/.cache/pypoetry/artifacts/5b/25/94/5d165cd3190cb7dfdc98de86c28e8131fc6e19d83a504412664abffec0/attrs-21.4.0-py2.py3-none-any.whl
autorepr @ file:///home/void/.cache/pypoetry/artifacts/79/b0/2c/559adfad5f45b74ef658fdab7bff52f955339a62d1aeae798f390f88d9/autorepr-0.3.0-py2.py3-none-any.whl
Babel @ file:///home/void/.cache/pypoetry/artifacts/1e/28/b6/110e8fc8ccc0dafe21bbc521139d0d0674574f7daa6f6f90137bdb4759/Babel-2.9.1-py2.py3-none-any.whl
bandit @ file:///home/void/.cache/pypoetry/artifacts/fa/13/c2/a232fa22fd0f429ae8209f7cbe0ad0e0a1a2f97bb3f99d384b58645316/bandit-1.7.2-py3-none-any.whl
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boto3 @ file:///home/void/.cache/pypoetry/artifacts/d9/a2/a4/da57f98666cc512046665f06c99f53f8da4601ec7c2ce17beccf77b7f7/boto3-1.21.32-py3-none-any.whl
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cachetools @ file:///home/void/.cache/pypoetry/artifacts/8a/c3/ee/4c03d5398d7858010aa0573d8e7ef7d1ff2a39ee05b48344ca931bb3a4/cachetools-5.0.0-py3-none-any.whl
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charset-normalizer @ file:///home/void/.cache/pypoetry/artifacts/2b/25/ee/fa64b49cb44c9c392acf26e69ee8314d3b386932de86a9945f4ad2e633/charset_normalizer-2.0.12-py3-none-any.whl
click @ file:///home/void/.cache/pypoetry/artifacts/c1/84/b3/e7705da6adc67a18c1140d92bf8b4477ee2308a09e5eabd7fedba9bec6/click-8.1.2-py3-none-any.whl
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conllu @ file:///home/void/.cache/pypoetry/artifacts/db/ca/f6/bbbd41f4db6714a57bd002c4edfa9d92819e40c52171de18acb5eb4b8f/conllu-4.4.1-py2.py3-none-any.whl
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darglint @ file:///home/void/.cache/pypoetry/artifacts/2d/47/f9/e4df12fe8185cdb64f2f77c23d349693941e09d8d5374c68454fb12e4f/darglint-1.8.1-py3-none-any.whl
datasets @ file:///home/void/.cache/pypoetry/artifacts/a5/d8/a3/8f9ef48effda4e8665e0f8e31b35fd8e5c55084ea188a49d3002240354/datasets-2.0.0-py3-none-any.whl
dictdiffer @ file:///home/void/.cache/pypoetry/artifacts/bc/85/a4/4043bd24ee0498bfa674ee88c3b151fb29f0946a2b17b0f3e5f02c906b/dictdiffer-0.9.0-py2.py3-none-any.whl
dill @ file:///home/void/.cache/pypoetry/artifacts/26/56/9e/73963d2285e6c700801f185e8c1d28f1f971c09aaa411cec9b799a5fca/dill-0.3.4-py2.py3-none-any.whl
doc8 @ file:///home/void/.cache/pypoetry/artifacts/02/8c/ea/ee72e46c18bb92524f64422cb67e575cca213c43a4c48411b1bac48dd3/doc8-0.10.1-py3-none-any.whl
docker-pycreds @ file:///home/void/.cache/pypoetry/artifacts/9b/0b/be/891931da9caf5e55102337a635d3a7eeeb92c93b4bd39c24d0810f1f25/docker_pycreds-0.4.0-py2.py3-none-any.whl
docutils @ file:///home/void/.cache/pypoetry/artifacts/43/28/92/79000933ad30371dc938d9b368a9000e20ac0bb467a716c19ef1fbd3c7/docutils-0.17.1-py2.py3-none-any.whl
dparse @ file:///home/void/.cache/pypoetry/artifacts/0e/d3/3f/27b08502c8c8da888ca1b2701c4f1d91b6777be03197cc2566b65eb3dd/dparse-0.5.1-py3-none-any.whl
dpath @ file:///home/void/.cache/pypoetry/artifacts/7c/ba/dd/0b2e0c72068f1f80e3050cbc8ccb9c336a39faea2a4b0659be32e74e21/dpath-2.0.6-py3-none-any.whl
enum-compat @ file:///home/void/.cache/pypoetry/artifacts/67/87/53/4895e23520ad7f668ab9a1dacbaf6aabe5716c52f8bde75a5c4219ce20/enum_compat-0.0.3-py3-none-any.whl
eradicate @ file:///home/void/.cache/pypoetry/artifacts/12/ce/ac/197035fe6d51568abb7ea160f5ad416d2164a2010005e8356b8229e550/eradicate-2.0.0.tar.gz
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filelock @ file:///home/void/.cache/pypoetry/artifacts/72/44/bd/cade636c68ae8857ae195402d49def82f65a669e0fcf4e2dbd51ee6e7d/filelock-3.6.0-py3-none-any.whl
flake8 @ file:///home/void/.cache/pypoetry/artifacts/99/5c/01/a49c075bc6dead5c60588c1cd1701f63d614740792c9a09fb133b41d58/flake8-4.0.1-py2.py3-none-any.whl
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flake8-comprehensions @ file:///home/void/.cache/pypoetry/artifacts/8a/f0/bd/c5b42fff0dce6be658153f234d81795c2344f5a2c4f69e1c7e6e9736d8/flake8_comprehensions-3.8.0-py3-none-any.whl
flake8-debugger @ file:///home/void/.cache/pypoetry/artifacts/66/04/47/7bef98a8d237eb17cbfbcb803343be1c79e2c0674ceba163717b6c8e1b/flake8_debugger-4.0.0-py3-none-any.whl
flake8-docstrings @ file:///home/void/.cache/pypoetry/artifacts/e0/85/e9/6b482a11d48cf26e1170d9f5bf0b044a5a6c9b816ffe70945e90fc3e56/flake8_docstrings-1.6.0-py2.py3-none-any.whl
flake8-eradicate @ file:///home/void/.cache/pypoetry/artifacts/94/a4/1b/56cd39944d5d4d2639e80929837e7fc3b2ff432e095fd7a4d528c56090/flake8_eradicate-1.2.0-py3-none-any.whl
flake8-isort @ file:///home/void/.cache/pypoetry/artifacts/73/53/0f/7e71fed3a8631dfabd048e16a84f9fb8e15c8c9a381bda2a444bf42961/flake8_isort-4.1.1-py3-none-any.whl
flake8-plugin-utils @ file:///home/void/.cache/pypoetry/artifacts/d1/c5/cd/002f81a0e6fe87b5dc718a0f7381e43f0814e72acccd04d84899cb342b/flake8_plugin_utils-1.3.2-py3-none-any.whl
flake8-polyfill @ file:///home/void/.cache/pypoetry/artifacts/28/17/cc/952c11cd5ffb2608137557f928dc4f9365b4dbe1e2a6015eeea78583ac/flake8_polyfill-1.0.2-py2.py3-none-any.whl
flake8-pytest-style @ file:///home/void/.cache/pypoetry/artifacts/da/07/65/f01e20adbfd9eacf37bea3f2a189a12bd2ad42eb8edad18b487e3c4af1/flake8_pytest_style-1.6.0-py3-none-any.whl
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flatten-dict @ file:///home/void/.cache/pypoetry/artifacts/26/bb/15/9b7ce0da158ec2a7d5ea6bad65b1411625b78bdc4d4fadfee34f74c5a1/flatten_dict-0.4.2-py2.py3-none-any.whl
frozenlist @ file:///home/void/.cache/pypoetry/artifacts/ed/2c/87/e16164d5388ad4c9d0f19a5e24f8e5acf77ecf926aeb714dd7b8587f41/frozenlist-1.3.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
fsspec @ file:///home/void/.cache/pypoetry/artifacts/11/37/96/7d3584b00d04a83cdc1e638c7d71bda5569fdae7c5170930af2cc64b1a/fsspec-2022.3.0-py3-none-any.whl
ftfy @ file:///home/void/.cache/pypoetry/artifacts/74/bd/82/f784771e34d48a09065097c79b938950c8618665100a80d571b8927ebe/ftfy-6.1.1-py3-none-any.whl
future @ file:///home/void/.cache/pypoetry/artifacts/f8/58/55/86be1f567b212fdd98854d12815964a49db8fb1bcff725018e5f95c61d/future-0.18.2.tar.gz
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h5py @ file:///home/void/.cache/pypoetry/artifacts/f1/de/3b/b6b056d985b3b06bfcbb42eaa59871c2c47aae1687e406be20e01d1541/h5py-3.6.0-cp39-cp39-manylinux_2_12_x86_64.manylinux2010_x86_64.whl
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loguru @ file:///home/void/.cache/pypoetry/artifacts/af/c5/2e/90fa5f415cade87a24f804aa29454a5263fa93efb5f9568878194ebad1/loguru-0.6.0-py3-none-any.whl
m2r2 @ file:///home/void/.cache/pypoetry/artifacts/13/22/0c/6840c0a42d0edbca824d90ebfdf23e3514d686ab1df51c393580ff1ca2/m2r2-0.3.2-py3-none-any.whl
MarkupSafe @ file:///home/void/.cache/pypoetry/artifacts/f4/6d/d3/a9a915049dea17a65026c9ac187154834bfe6c9174f0dd25e602f28c45/MarkupSafe-2.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
marshmallow @ file:///home/void/.cache/pypoetry/artifacts/b1/a8/f0/dc5ab8b9250d261e30d3dccf2712fdb1abdda469f9a8ed4b26317c411d/marshmallow-3.15.0-py3-none-any.whl
marshmallow-polyfield @ file:///home/void/.cache/pypoetry/artifacts/15/54/1a/bf7b323a7e9bef7044335503b044f792374a95673e74fcf13d80690a10/marshmallow_polyfield-5.10-py3-none-any.whl
mccabe @ file:///home/void/.cache/pypoetry/artifacts/96/5e/5f/21ae5296697ca7f94de4da6e21d4936d74029c352a35202e4c339a4253/mccabe-0.6.1-py2.py3-none-any.whl
mistune @ file:///home/void/.cache/pypoetry/artifacts/33/31/4c/2d69dc65d06d1c8f8b00b8e995e24bae97fce2e1f8ec5d8d2d98e852da/mistune-0.8.4-py2.py3-none-any.whl
more-itertools @ file:///home/void/.cache/pypoetry/artifacts/a6/67/cb/fbf4fb4bbfedae39080e351b12ca64287d47c839769eeaf91434f3274c/more_itertools-8.12.0-py3-none-any.whl
multidict @ file:///home/void/.cache/pypoetry/artifacts/12/d0/ef/0b7b9499611ab1817c3e84fb92c039a4fb5ac1d0397a3b86f4c5283108/multidict-6.0.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
multiprocess @ file:///home/void/.cache/pypoetry/artifacts/5d/fb/ce/029cafd015834319024c43f708d975b006d115de466309cb8f4d8c1353/multiprocess-0.70.12.2-py39-none-any.whl
murmurhash @ file:///home/void/.cache/pypoetry/artifacts/c5/62/3e/e9b9045eda9a62bac496552aaab7dca42fa7ed5eb8ad1e2e47334f2e7b/murmurhash-1.0.6-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
mypy @ file:///home/void/.cache/pypoetry/artifacts/f3/2e/4b/a6e385cc026a07a6e7f7ea6e399b95bf05152b89029fde1cbd9dc79777/mypy-0.931-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl
mypy-extensions @ file:///home/void/.cache/pypoetry/artifacts/92/45/bf/1807ce854ff668d92602207a37bfa9316def2a3f257bd03c4c5be4bc9b/mypy_extensions-0.4.3-py2.py3-none-any.whl
nitpick @ file:///home/void/.cache/pypoetry/artifacts/e2/e5/2d/cc41b378b4b17d511941cc4a8c6726d43ae20ab8d95c811b1ffd4a0366/nitpick-0.31.0-py3-none-any.whl
nltk @ file:///home/void/.cache/pypoetry/artifacts/fa/3a/e7/039be37a8319e1d87eb9c6d4091d38c90ff404544574f52fe5fdf6a620/nltk-3.7-py3-none-any.whl
numpy @ file:///home/conda/feedstock_root/build_artifacts/numpy_1651020388495/work
packaging @ file:///home/void/.cache/pypoetry/artifacts/47/3f/ce/b240169f7d8bef1ff24a0269b709721ce86543c2ec25e0b6adb2c2d7ac/packaging-21.3-py3-none-any.whl
pandas @ file:///home/void/.cache/pypoetry/artifacts/31/04/ef/34f05c58bf930aa5a0a574177ab4757d1cdf3d8e1123ea306dcdb64739/pandas-1.4.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
parso @ file:///home/void/.cache/pypoetry/artifacts/4e/d3/c5/d91e200388f1ce44b74484eb39fbfd0797eb236741d3672a7d728668b2/parso-0.8.3-py2.py3-none-any.whl
pathtools @ file:///home/void/.cache/pypoetry/artifacts/ce/ff/c7/31d
Source: allenai/allennlp
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