DeepPavlov

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Performance issue in /deeppavlov/core/common (by P3)

3

Hello! I've found a performance issue in /deeppavlov/core/common/check_gpu.py: `with tf.Session(config=sess_config)`[(here)](https://github.com/deepmipt/DeepPavlov/blob/d60649aaf26e0fc5f5c9850a76c41701410ec77c/deeppavlov/core/common/check_gpu.py#L32) is defined in the function `check_gpu_existence`[(here)](https://github.com/deepmipt/DeepPavlov/blob/d60649aaf26e0fc5f5c9850a76c41701410ec77c/deeppavlov/core/common/check_gpu.py#L25) which is called in the function `cudnn_gru_wrapper`[(here)](https://github.com/deepmipt/DeepPavlov/blob/d60649aaf26e0fc5f5c9850a76c41701410ec77c/deeppavlov/core/layers/tf_layers.py#L615) which is called in the function `cudnn_bi_gru`[(here)](https://github.com/deepmipt/DeepPavlov/blob/d60649aaf26e0fc5f5c9850a76c41701410ec77c/deeppavlov/core/layers/tf_layers.py#L804)...

DLPerf

`parse_config` doesn't allow to add extra variables

1

Want to contribute to DeepPavlov? Please read the [contributing guideline](http://docs.deeppavlov.ai/en/master/devguides/contribution_guide.html) first. **What problem are we trying to solve?**: ``` 1. `parse_config` function from `deeppavlov.core.commands.utils` doesn't allow me to add extra...

QtRoS

**DeepPavlov version** (you can look it up by running `pip show deeppavlov`): 0.15.0 **Python version**: 3.7.10 **Operating system** (ubuntu linux, windows, ...): ubuntu 20.04 **Issue**: Levenshtein searcher does not take...

oserikov

Hello everyone! I use sentence_multi_cased_L-12_H-768_A-12_pt to extract sentence embeddings. I have prepared texts for fine-tuning, but not sure where to start and what to do. I saw huggingface scripts and...

vcjob

``` Пытаюсь собрать модель из конфига rusentiment_bert.json: { "dataset_reader": { "class_name": "basic_classification_reader", "x": "text", "y": "intent", "data_path": "./rubert/data", "train": "dataset.csv", "valid": "valid.csv", "test": "test.csv" }, "dataset_iterator": { "class_name": "basic_classification_iterator", "seed":...

OitaGG

Finding Cuss Words with NER

6

**What problem are we trying to solve?**: ``` Training the existing Bert Model to identify cuss words and in future even deal with sarcasm ``` **How can we solve it?**:...

potato-patata

Implement importing of custom metrics from python module in configuration file

4

Want to contribute to DeepPavlov? Please read the [contributing guideline](http://docs.deeppavlov.ai/en/master/devguides/contribution_guide.html) first. **What problem are we trying to solve?**: In DeepPavlov user can define its own DatasetReaders/DatasetIterators/Components and use them in...

yurakuratov

.classes напр у бертклассифаера BertClassifier and KerasClassifier do not share the list of public fields. (e.g. `.classes` field of classifier)

oserikov

`fname` argument of TorchModel.save() is expected to be `str`, but is actually used as `pathlib.PosixPath` https://github.com/deepmipt/DeepPavlov/blob/master/deeppavlov/core/models/torch_model.py#L172 Support, please, both types of arguments or fix typing.

yurakuratov

Want to contribute to DeepPavlov? Please read the [contributing guideline](http://docs.deeppavlov.ai/en/master/devguides/contribution_guide.html) first. **What problem are we trying to solve?**: I wan't to train a model and save its checkpoint for every...

yurakuratov