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316 Commits

Author SHA1 Message Date
Ines Montani
5003a9c3c7
Move core training logic in CLI into standalone function (#9398) 2021-10-11 10:56:14 +02:00
Kabir Khan
1dfffe5fb4
No output info message in train (#8885) 
* Add info message that no output directory was provided in train

* Update train.py

* Fix logging
 2021-08-05 09:21:22 +02:00
Santiago Castro
ee63b2b199
Fix typo in train_cli docstring 2021-06-25 22:45:03 -07:00
Ines Montani
d0c3775712 Replace links to nightly docs [ci skip] 2021-01-30 20:09:38 +11:00
Ines Montani
d25b1606d6 Allow reading config from sdtin in spacy train 2020-12-08 18:01:40 +11:00
Sofie Van Landeghem
75a202ce65
TextCat updates and fixes (#6263) 
* small fix in example imports

* throw error when train_corpus or dev_corpus is not a string

* small fix in custom logger example

* limit macro_auc to labels with 2 annotations

* fix typo

* also create parents of output_dir if need be

* update documentation of textcat scores

* refactor TextCatEnsemble

* fix tests for new AUC definition

* bump to 3.0.0a42

* update docs

* rename to spacy.TextCatEnsemble.v2

* spacy.TextCatEnsemble.v1 in legacy

* cleanup

* small fix

* update to 3.0.0rc2

* fix import that got lost in merge

* cursed IDE

* fix two typos
 2020-10-18 14:50:41 +02:00
Matthew Honnibal
db419f6b2f
Improve control of training progress and logging (#6184) 
* Make logging and progress easier to control

* Update docs

* Cleanup errors

* Fix ConfigValidationError

* Pass stdout/stderr, not wasabi.Printer

* Fix type

* Upd logging example

* Fix logger example

* Fix type
 2020-10-03 14:57:46 +02:00
Ines Montani
44160cd52f Tidy up [ci skip] 2020-10-01 10:41:19 +02:00
Ines Montani
a5debb356d Tidy up and adjust logging [ci skip] 2020-09-30 01:22:08 +02:00
Ines Montani
56a2f778c4 Add logging [ci skip] 2020-09-30 01:08:55 +02:00
Ines Montani
0a1ee109db Remove init form path 2020-09-29 22:53:18 +02:00
Ines Montani
0250bcf6a3 Show validation error during init 2020-09-29 22:29:09 +02:00
Matthew Honnibal
e70a00fa76 Remove unnecessary warning from train 2020-09-29 16:47:54 +02:00
Matthew Honnibal
3f0d61232d Remove outdated arg from train 2020-09-29 16:47:44 +02:00
Ines Montani
a139fe672b Fix typos and refactor CLI logging 2020-09-28 21:17:10 +02:00
Ines Montani
822ea4ef61 Refactor CLI 2020-09-28 15:09:59 +02:00
Ines Montani
c22ecc66bb Don't support init path for now 2020-09-28 12:46:28 +02:00
Ines Montani
a5f2cc0509 Tidy up and remove raw text (rehearsal) for now 2020-09-28 12:30:13 +02:00
Ines Montani
e44a7519cd Update CLI and add [initialize] block 2020-09-28 11:56:14 +02:00
Ines Montani
2fdb7285a0 Update CLI 2020-09-28 11:06:07 +02:00
Ines Montani
553bfea641 Fix commands 2020-09-28 10:53:17 +02:00
Matthew Honnibal
b886f53c31 init-pipeline runs (maybe doesnt work) 2020-09-28 03:42:47 +02:00
Matthew Honnibal
ed2aff2db3 Remove unused train code 2020-09-28 03:12:31 +02:00
Matthew Honnibal
3a0a3b8db6 Dont hard-code for 'corpora' name 2020-09-28 03:06:33 +02:00
Matthew Honnibal
a3e1791c9c Upd train 2020-09-28 01:08:30 +02:00
Matthew Honnibal
b5556093e2 Start updating train script 2020-09-27 23:59:44 +02:00
Ines Montani
7e938ed63e Update config resolution to use new Thinc 2020-09-27 22:21:31 +02:00
Matthew Honnibal
39b178999c Tmp notes 2020-09-27 20:13:38 +02:00
Ines Montani
b4486d747d Merge branch 'develop' into fix/train-config-interpolation 2020-09-26 15:32:14 +02:00
Ines Montani
b2d07de786 Construct nlp from uninterpolated config before training 2020-09-26 15:16:59 +02:00
Ines Montani
ca3c997062 Improve CLI config validation with latest Thinc 2020-09-26 13:13:57 +02:00
Sofie Van Landeghem
009ba14aaf
Fix pretraining in train script (#6143) 
* update pretraining API in train CLI

* bump thinc to 8.0.0a35

* bump to 3.0.0a26

* doc fixes

* small doc fix
 2020-09-25 15:47:10 +02:00
Ines Montani
be56c0994b Add [training.before_to_disk] callback 2020-09-24 12:40:25 +02:00
Ines Montani
f69fea8b25 Improve error handling around non-number scores 2020-09-24 11:29:07 +02:00
Ines Montani
ae51f580c1 Fix handling of score_weights 2020-09-24 10:27:33 +02:00
svlandeg
6435458d51 simplify expression 2020-09-23 12:12:38 +02:00
svlandeg
20b0ec5dcf avoid logging performance of frozen components 2020-09-23 10:37:12 +02:00
Ines Montani
e863b3dc14
Merge pull request #6092 from adrianeboyd/bugfix/load-vocab-lookups-2 2020-09-19 12:33:38 +02:00
Sofie Van Landeghem
39872de1f6
Introducing the gpu_allocator (#6091) 
* rename 'use_pytorch_for_gpu_memory' to 'gpu_allocator'

* --code instead of --code-path

* update documentation

* avoid querying the "system" section directly

* add explanation of gpu_allocator to TF/PyTorch section in docs

* fix typo

* fix typo 2

* use set_gpu_allocator from thinc 8.0.0a34

* default null instead of empty string
 2020-09-19 01:17:02 +02:00
Adriane Boyd
eed4b785f5 Load vocab lookups tables at beginning of training 
Similar to how vectors are handled, move the vocab lookups to be loaded
at the start of training rather than when the vocab is initialized,
since the vocab doesn't have access to the full config when it's
created.

The option moves from `nlp.load_vocab_data` to `training.lookups`.

Typically these tables will come from `spacy-lookups-data`, but any
`Lookups` object can be provided.

The loading from `spacy-lookups-data` is now strict, so configs for each
language should specify the exact tables required. This also makes it
easier to control whether the larger clusters and probs tables are
included.

To load `lexeme_norm` from `spacy-lookups-data`:

```
[training.lookups]
@misc = "spacy.LoadLookupsData.v1"
lang = ${nlp.lang}
tables = ["lexeme_norm"]
```
 2020-09-18 15:59:16 +02:00
svlandeg
427dbecdd6 cleanup and formatting 2020-09-17 11:48:04 +02:00
svlandeg
0c35885751 generalize corpora, dot notation for dev and train corpus 2020-09-17 11:38:59 +02:00
svlandeg
51fa929f47 rewrite train_corpus to corpus.train in config 2020-09-15 21:58:04 +02:00
Sofie Van Landeghem
3216a33149
positive_label config for textcat (#6062) 
* hook up positive_label in textcat

* unit tests

* documentation

* formatting

* tests

* fix typo

* move verify_config to after begin_training

* revert accidential commit
 2020-09-14 17:08:00 +02:00
Sofie Van Landeghem
8e7557656f
Renaming gold & annotation_setter (#6042) 
* version bump to 3.0.0a16

* rename "gold" folder to "training"

* rename 'annotation_setter' to 'set_extra_annotations'

* formatting
 2020-09-09 10:31:03 +02:00
Matthew Honnibal
ba5f4c9b32 Add words and seconds to train info 2020-09-08 15:24:47 +02:00
Ines Montani
ab1bb421ed Update docs links in codebase 2020-09-04 12:58:50 +02:00
Ines Montani
b5a0657fd6 "model" terminology consistency in docs 2020-09-03 13:13:03 +02:00
Matthew Honnibal
122cb02001 Fix averages 2020-09-02 19:37:43 +02:00
Matthew Honnibal
ec660e3131 Fix use_pytorch_for_gpu_memory 2020-09-01 00:41:38 +02:00