# ner.batch-train memory error

**URL:** <https://support.prodi.gy/t/ner-batch-train-memory-error/484>\
**Category:** Uncategorized\
**Tags:** ner\
**Created:** [April 11, 2018, 11:32am UTC](https://support.prodi.gy/t/ner-batch-train-memory-error/484 "2018-04-11T11:32:33Z")\
**Posts on this page:** 2\
**Page:** 1

<div class="post-metadata">

**Author:** ![damiano](https://avatars.discourse-cdn.com/v4/letter/d/ebca7d/32.png) [@damiano](https://support.prodi.gy/u/damiano)\
**Post date:** [April 11, 2018, 11:32am UTC](https://support.prodi.gy/t/ner-batch-train-memory-error/484/1 "2018-04-11T11:32:33Z")

</div>

I got the following error, hope this helps to understand the problem… i am going to reduce the **beam-width** e **batch-size**

```
python3 -m prodigy ner.batch-train citizenship /home/damiano/blank_model --output /home/damiano/after_citizenship --dropout 0.2 --n-iter 100 --batch-size 8 --beam-width 8

Loaded model /home/damiano/blank_model
Using 20% of accept/reject examples (3172) for evaluation
Using 100% of remaining examples (23010) for training
Dropout: 0.2 Batch size: 8 Iterations: 100  

BEFORE 0.039     
Correct 90
Incorrect 2241
Entities 25268     
Unknown 25178     

         
# LOSS RIGHT WRONG ENTS SKIP ACCURACY  
01 1172.850 2146 185 15527 0 0.921         
02 470.228 2226 105 11765 0 0.955         
03 499.363 2296 35 8709 0 0.985                                                                                                                                     
04 520.938 2250 81 10971 0 0.965                                                                                                                                     
05 561.103 2244 87 6994 0 0.963                                                                                                                                     
06 563.869 2300 31 6790 0 0.987                                                                                                                                     
07 537.077 2299 32 9406 0 0.986                                                                                                                                     
08 338.692 2306 25 7027 0 0.989                                                                                                                                     
09 594.263 2299 32 7235 0 0.986                                                                                                                                     
10 398.136 2286 45 8009 0 0.981                                                                                                                                     
11 631.404 2299 32 8527 0 0.986                                                                                                                                     
12 674.743 2309 22 16163 0 0.991                                                                                                                                     
13 454.832 2296 35 23171 0 0.985                                                                                                                                     
14 514.246 2295 36 11051 0 0.985                                                                                                                                     
15 596.353 2302 29 10663 0 0.988                                                                                                                                     
Traceback (most recent call last):                                                                                                                                                                          
  File "/usr/lib/python3.5/runpy.py", line 184, in _run_module_as_main
    " __main__", mod_spec)
  File "/usr/lib/python3.5/runpy.py", line 85, in _run_code
    exec(code, run_globals)
  File "/usr/local/lib/python3.5/dist-packages/prodigy/ __main__.py", line 254, in <module>
    controller = recipe(*args, use_plac=True)
  File "cython_src/prodigy/core.pyx", line 152, in prodigy.core.recipe.recipe_decorator.recipe_proxy
  File "/home/damiano/.local/lib/python3.5/site-packages/plac_core.py", line 328, in call
    cmd, result = parser.consume(arglist)
  File "/home/damiano/.local/lib/python3.5/site-packages/plac_core.py", line 207, in consume
    return cmd, self.func(*(args + varargs + extraopts), **kwargs)
  File "/usr/local/lib/python3.5/dist-packages/prodigy/recipes/ner.py", line 428, in batch_train
    model_to_bytes = model.to_bytes()
  File "cython_src/prodigy/models/ner.pyx", line 401, in prodigy.models.ner.EntityRecognizer.to_bytes
  File "cython_src/prodigy/models/ner.pyx", line 402, in prodigy.models.ner.EntityRecognizer.to_bytes
  File "/usr/local/lib/python3.5/dist-packages/spacy/language.py", line 675, in to_bytes
    return util.to_bytes(serializers, exclude)
  File "/usr/local/lib/python3.5/dist-packages/spacy/util.py", line 485, in to_bytes
    serialized[key] = getter()
  File "/usr/local/lib/python3.5/dist-packages/spacy/language.py", line 665, in <lambda>
    ('vocab', lambda: self.vocab.to_bytes()),
  File "vocab.pyx", line 402, in spacy.vocab.Vocab.to_bytes
  File "/usr/local/lib/python3.5/dist-packages/spacy/util.py", line 485, in to_bytes
    serialized[key] = getter()
  File "vocab.pyx", line 395, in spacy.vocab.Vocab.to_bytes.deserialize_vectors
  File "vectors.pyx", line 409, in spacy.vectors.Vectors.to_bytes
  File "/usr/local/lib/python3.5/dist-packages/spacy/util.py", line 485, in to_bytes
    serialized[key] = getter()
  File "vectors.pyx", line 404, in spacy.vectors.Vectors.to_bytes.serialize_weights
  File "/home/damiano/.local/lib/python3.5/site-packages/msgpack_numpy.py", line 171, in packb
    return Packer(**kwargs).pack(o)
  File "msgpack/_packer.pyx", line 284, in msgpack._packer.Packer.pack
  File "msgpack/_packer.pyx", line 290, in msgpack._packer.Packer.pack
  File "msgpack/_packer.pyx", line 287, in msgpack._packer.Packer.pack
  File "msgpack/_packer.pyx", line 234, in msgpack._packer.Packer._pack
MemoryError
```

---

<div class="post-metadata">

**Author:** ![baeumer](https://sea2.discourse-cdn.com/flex020/user_avatar/support.prodi.gy/baeumer/32/260_2.png) [@baeumer](https://support.prodi.gy/u/baeumer)\
**Post date:** [April 13, 2018, 12:51pm UTC](https://support.prodi.gy/t/ner-batch-train-memory-error/484/2 "2018-04-13T12:51:10Z")

</div>

Hey! Did you check this: [Memory Error](https://support.prodi.gy/t/memory-error/326)?
