Multithreading For FastText
An easy to use tool for multithreading fasttext batch inference.
Features
- Fast inference using multithreading utilizing all cpu cores.
- Predicted labels are encoded as i16 numpy array for small memory footprint and easy serialization.
Performance
On macbook Air M2 chip, the performance is about 4 times faster, which is reasonable since it has 4 performance cores.
❯ python -m unittest discover test
fasttext-parallel 1.7130832079565153s
fasttext 6.7440170829650015s
Usage
pip install fasttext-parallel
import fasttext_parallel as ft
model = ft.load_model("./model/lid.176.bin")
# this uses multiple threads
labels, probabilities = model.batch(["你好", "how are you"])
# labels are in a format of numpy.ndarray (i16) format
# to get actual label, call get_label_by_id
assert model.get_label_by_id(labels[0][0]) == "__label__zh"
assert model.get_label_by_id(labels[1][0]) == "__label__en"
# to view all labels (a dict from label_id to label)
print(model.get_labels())
1 maintainer
Release files for fasttext-parallel 0.1.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
Total release size: 28.6 MB
Release files / fasttext_parallel-0.1.4-cp311-none-win_amd64.whl
| Download URL | fasttext_parallel-0.1.4-cp311-none-win_amd64.whl |
|---|---|
| Size | 344.0 kB |
| Tags | CPython 3.11 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
604c2490d45733cdb2402d3c346e215d9195804cb7dd2e5a98ce42c020117903
|
|
BLAKE2b-256 checksum How to use checksums |
605ad8f11a49a464f8ca396c4692662dfe714e09dff3d8467486159086e927ef
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp311-none-win32.whl
| Download URL | fasttext_parallel-0.1.4-cp311-none-win32.whl |
|---|---|
| Size | 315.9 kB |
| Tags | CPython 3.11 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
5237d01afa9119df0bcd8bd29291d23f95cf0acf9672b0580d773be90a6590f3
|
|
BLAKE2b-256 checksum How to use checksums |
f0c30d5f917f27addae0cc0db6c53368f3de6cb848907ea57e481c819a58fb01
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp311-cp311-manylinux_2_28_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp311-cp311-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.11 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
5e22b12c92b698003cdc8cbd1495bce6c434e6885277e7c09d992170d9ae78f8
|
|
BLAKE2b-256 checksum How to use checksums |
0c7d659b0602966a18f7b02d0901a3c9170e11a1ce387607043a6bfc6db72275
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp311-cp311-manylinux_2_28_aarch64.whl
| Download URL | fasttext_parallel-0.1.4-cp311-cp311-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.11 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
619b39da581d96ce4dd087c2da89a8f4d6f29ab897de4fab31cf155858f7dbfd
|
|
BLAKE2b-256 checksum How to use checksums |
77f1215e331358e57a7b028461fcf2fff3bb25944b8dcadd1116dbf0f12be652
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.11 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
4cd43ee8bbce1c3319c962c7b5996459936fbaee4054a269727e2fc29c463d27
|
|
BLAKE2b-256 checksum How to use checksums |
01fa4ab8850b1c6f2878e1c1b9acc03713c192dfb5edc8d9ba066807885fc48d
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
| Download URL | fasttext_parallel-0.1.4-cp311-cp311-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl |
|---|---|
| Size | 842.7 kB |
| Tags | CPython 3.11 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
66f0150ffebf04ed66c8352ee05ad22b43acd648bb5a75c8d59155347b4e7d91
|
|
BLAKE2b-256 checksum How to use checksums |
51bb2993acca4ab1905e114e87eeed14a7aa645f6fc751afa6657300e6212861
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp310-none-win_amd64.whl
| Download URL | fasttext_parallel-0.1.4-cp310-none-win_amd64.whl |
|---|---|
| Size | 343.9 kB |
| Tags | CPython 3.10 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
e4f5f3d5bf8db664638d8847e6feb4e901313627a69f08715be81d48f1d50735
|
|
BLAKE2b-256 checksum How to use checksums |
1750481db6fa035e29a96f22a12fb3eebd166e8066d77b2c0ca7de871711e8b1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp310-none-win32.whl
| Download URL | fasttext_parallel-0.1.4-cp310-none-win32.whl |
|---|---|
| Size | 315.9 kB |
| Tags | CPython 3.10 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
02fd3d1625c383bf4eef782ff9e5fa1491fc9230b6c7de7a186fe98e13d6be30
|
|
BLAKE2b-256 checksum How to use checksums |
1730d1c69e5f006daed67209c65eb1444d41f302335f85d545e3a9241571e9a9
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp310-cp310-manylinux_2_28_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp310-cp310-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
46b5a0f259034e8baf307f2b2952c8644e57a5a89ad29b5628017957e88c3b53
|
|
BLAKE2b-256 checksum How to use checksums |
127788c077775f16744a01bbc4bb89902c9a2d1b4b152ae12b574cb66e9f58f4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp310-cp310-manylinux_2_28_aarch64.whl
| Download URL | fasttext_parallel-0.1.4-cp310-cp310-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.10 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
710431fed042fcde10ce25e4f918a1a21aa3bd3b468f13e48bfbbf5a9446ef52
|
|
BLAKE2b-256 checksum How to use checksums |
6bb21c368c40d752cc7707b29750d718596bd14d6829a16ee7d54c692eddacb8
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
bb2891aafe56eeb010506cb4fe9e8959af80dee0ec32b88aa89af425c6a66cd8
|
|
BLAKE2b-256 checksum How to use checksums |
f3b305bda5db3140e91af10cce7844f1ab45a6386ac19b9fca63cbdc601c54b0
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
| Download URL | fasttext_parallel-0.1.4-cp310-cp310-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl |
|---|---|
| Size | 842.7 kB |
| Tags | CPython 3.10 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
33b806c1ef8035429b59227c5afec5f8c39d4d78207b05ff7d1485cfb753d90c
|
|
BLAKE2b-256 checksum How to use checksums |
c1bd16eb08a7c124cf6c0491ee4a986123428d18aa03b725ab610ca890a57b65
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp39-none-win_amd64.whl
| Download URL | fasttext_parallel-0.1.4-cp39-none-win_amd64.whl |
|---|---|
| Size | 344.2 kB |
| Tags | CPython 3.9 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
3499e5d4542c0ace3110f091c6d0da31a7f67fe2794b98abd2d0ccd4ac8af076
|
|
BLAKE2b-256 checksum How to use checksums |
736358aa111d7f700b7f5c37e8e7731c40d9c562f56e20c213a82e902a688a8e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp39-none-win32.whl
| Download URL | fasttext_parallel-0.1.4-cp39-none-win32.whl |
|---|---|
| Size | 316.2 kB |
| Tags | CPython 3.9 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
ec60467af0442dd9c04d067233f046b178c5c3e9ddcfb5bf3b6101773786f84e
|
|
BLAKE2b-256 checksum How to use checksums |
a0de59e1cdb804cab23ab949ed9404e4ec5226540fefd5d53de50a3be9728f5a
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp39-cp39-manylinux_2_28_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp39-cp39-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.9 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
0a4c7c7c656067edb37427a8bbb4f49d91149240cc7184a54073a7ab62e71b0f
|
|
BLAKE2b-256 checksum How to use checksums |
4a49906497d6e1b42b35842ee941bb3734d2a33d2c441f42b5aab3112501b92e
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp39-cp39-manylinux_2_28_aarch64.whl
| Download URL | fasttext_parallel-0.1.4-cp39-cp39-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.9 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
30b82fbe54088432b63bc237ae54fc07ca6a1f493ecf76b582fc89d934f1a437
|
|
BLAKE2b-256 checksum How to use checksums |
a5fe381c682d96f3fd3abc1e1df62703df98da6679c6e3799b3573be70c4ffdf
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
0d0d6992988d6a43a099d4f016412fe1732265d838e654a7ee490565ab431e72
|
|
BLAKE2b-256 checksum How to use checksums |
ed9f030052ec836346561a5a5e2b9ca5430658c9b642eeae7373a020e5f83e41
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
| Download URL | fasttext_parallel-0.1.4-cp39-cp39-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl |
|---|---|
| Size | 843.5 kB |
| Tags | CPython 3.9 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
a0b151d10c6d978d34185075579e15664b437513f9694a88146ddec81e04ca4a
|
|
BLAKE2b-256 checksum How to use checksums |
8d7a5893e6199e3a2662349ac73fe0260358055282597ffe13ff8f06e9080a82
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp38-none-win_amd64.whl
| Download URL | fasttext_parallel-0.1.4-cp38-none-win_amd64.whl |
|---|---|
| Size | 344.3 kB |
| Tags | CPython 3.8 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
8882ee50d183c5a12202d1ccbc78b9cb2a02e8d6b8574be758eea9090a01146a
|
|
BLAKE2b-256 checksum How to use checksums |
beea174519e0b21f44313dfb87de4b2e62dc4d7de9c096a0f998401c5970dbbc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp38-none-win32.whl
| Download URL | fasttext_parallel-0.1.4-cp38-none-win32.whl |
|---|---|
| Size | 316.1 kB |
| Tags | CPython 3.8 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
97bc4f98be830c10dce6b41bd10fbd6a2ececc0d4fa399ac9612764c6d06392e
|
|
BLAKE2b-256 checksum How to use checksums |
de1146ec299e02a7b7a39b393f9437bb60502f0b6ca3ef2ed77908576a1d22d1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp38-cp38-manylinux_2_28_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp38-cp38-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.8 Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
648178c886d67d7ad6d3b3008b06c1e99a9b56d94b31f717689bde9f68ea8ad4
|
|
BLAKE2b-256 checksum How to use checksums |
a4647c0244c0f216c49dc45c335152b50f93a0481e8e257c951e480a3dfceaef
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp38-cp38-manylinux_2_28_aarch64.whl
| Download URL | fasttext_parallel-0.1.4-cp38-cp38-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.8 Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
0039832eb290c8a168dad451a0a937dd1c39ff50454809f27752f4a61fdb7a0d
|
|
BLAKE2b-256 checksum How to use checksums |
5a016273742a52ae6cbf96d4e783748fd8769532b11dcfa3d69d560c00431369
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
c7b423a442d4f56f006c00c532abc7a8cc72719e56ff74fade02320936bd4fba
|
|
BLAKE2b-256 checksum How to use checksums |
d7e0624cb60be93c1f1bd4580bccc1116ca28335702cd8d7ea76af40ee5dc7e1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
| Download URL | fasttext_parallel-0.1.4-cp38-cp38-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl |
|---|---|
| Size | 842.9 kB |
| Tags | CPython 3.8 macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
9f77a7ca4d84f2db05bb8f5959ff8678392c54628b6cfb2732d2faee5131feac
|
|
BLAKE2b-256 checksum How to use checksums |
577d71691cb30b361961a46fe459d0f39114cbb32f3bae1e7b4db7b81a03f351
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp37-none-win_amd64.whl
| Download URL | fasttext_parallel-0.1.4-cp37-none-win_amd64.whl |
|---|---|
| Size | 344.2 kB |
| Tags | CPython 3.7 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
8272aeb83860247cb30a45cf6e06e1acbeee2c44db36f5af0b6a65e562665ceb
|
|
BLAKE2b-256 checksum How to use checksums |
3a42a5b732d2609df8608241443caab01610d49a3290b2d38b1e68d1cb475c95
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp37-none-win32.whl
| Download URL | fasttext_parallel-0.1.4-cp37-none-win32.whl |
|---|---|
| Size | 316.1 kB |
| Tags | CPython 3.7 Windows x86-32 |
|
SHA-256 checksum How to use checksums |
0180c81bdc7fc5a68e7ab59730454402467e2942334ee2643dc3c9487e4e65a6
|
|
BLAKE2b-256 checksum How to use checksums |
356abbd1062a0d0c9e5a7a596e3c634825a2d91233767f0cbef15bbd094dc685
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp37-cp37m-manylinux_2_28_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp37-cp37m-manylinux_2_28_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.28+ x86-64 |
|
SHA-256 checksum How to use checksums |
7bffddce5a255699175949cd5736ac0208bc364e61f716c2f5ed0e618ca63dcc
|
|
BLAKE2b-256 checksum How to use checksums |
39babb2f1b7199d0b7ac86ce2c9b17ebb28936e1d3918367391efd50f32985b4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp37-cp37m-manylinux_2_28_aarch64.whl
| Download URL | fasttext_parallel-0.1.4-cp37-cp37m-manylinux_2_28_aarch64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.28+ ARM64 |
|
SHA-256 checksum How to use checksums |
38edf3bda1194676f2b4c6d53867093c7c349e014c2d736625cf0cd1b00002a2
|
|
BLAKE2b-256 checksum How to use checksums |
eeeb66462350620822bdbe62f83e371d26de9b3b3f356bb1782cf4d52e0527fb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fasttext_parallel-0.1.4-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.4 MB |
| Tags | CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 |
|
SHA-256 checksum How to use checksums |
a123e39a23368320efd60d48c5b994ac7009995e6caa852e80a3452209bb63ec
|
|
BLAKE2b-256 checksum How to use checksums |
9fbb7ef99b008e99605248ec7de91d59242856c2011f8283a29eaa97f0bd5b60
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
Release files / fasttext_parallel-0.1.4-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl
| Download URL | fasttext_parallel-0.1.4-cp37-cp37m-macosx_10_9_x86_64.macosx_11_0_arm64.macosx_10_9_universal2.whl |
|---|---|
| Size | 842.9 kB |
| Tags | CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ universal2 (ARM64, x86-64) macOS 10.9+ x86-64 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
7db89e1682ca5f44a382c7094222764f32050d3adb269540592ee5fd141383b4
|
|
BLAKE2b-256 checksum How to use checksums |
f2e57cc8b814eabb0f18920c25f37746c51b687b26f0eb9bffbfa8a33a052736
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.9.16
|
