prrao87 / fine-grained-sentiment Goto Github PK

Really enjoy working through your tutorial! I tried to apply my own data to the Flair model but get a run time error: "cuda runtime error (2) : out of memory" when it switches from epoch 1 to epoch 2. I have a relatively powerful GPU (2080 TI) with 11GB so I was a bit surprised to see this error. I tried to reduce the size of the training data set but no luck. Any suggestions how that could be resolved?

Any help would be appreciated. Thank you!

when I used pip install -r requirements.txt, it gave me an error below

Could not find a version that satisfies the requirement torch==1.1.0 (from versions: 0.1.2, 0.1.2.post1, 0.1.2.post2)
No matching distribution found for torch==1.1.0

May I use torch version greater than 1.1.0?

While running train_flair.py to train the flair model, it prompts that the label_type is missing 1 positional argument. Can you please how can we solve this issue

Hi, your project fine-grained-sentiment(commit id: af2b1a4) requires "textblob==0.15.3" in its dependency. After analyzing the source code, we found that the following versions of textblob can also be suitable, i.e., textblob 0.9.0, 0.9.1, 0.10.0, 0.11.0, 0.11.1, 0.12.0, 0.13.0, 0.13.1, 0.14.0, 0.15.0, 0.15.1, 0.15.2, 0.16.0, 0.17.0, 0.17.1, since all functions that you directly (1 APIs: textblob.blob.TextBlob.init) or indirectly (propagate to 5 textblob's internal APIs and 0 outsider APIs) used from the package have not been changed in these versions, thus not affecting your usage.

Therefore, we believe that it is quite safe to loose your dependency on textblob from "textblob==0.15.3" to "textblob>=0.9.0,<=0.17.1". This will improve the applicability of fine-grained-sentiment and reduce the possibility of any further dependency conflict with other projects.

May I pull a request to further loosen the dependency on textblob?

By the way, could you please tell us whether such an automatic tool for dependency analysis may be potentially helpful for maintaining dependencies easier during your development?