Comments (3)
It should be very easy to modify "interact.py" to change the CLI predicting to batch mode. Load you json and replace the evidence and questions to the ones you load from file. Change
BatchGen([model_in], batch_size=1, gpu=args.cuda, evaluation=True)
to
BatchGen([model_in_1, model_in_2, ...], batch_size=batch_size, gpu=args.cuda, evaluation=True)
to perform batch prediction.
I didn't include this in the project because it's quite straightforward to do this with "interact.py" provided. Adding this script will add complexity to this project (since this project is for simplicity and ease to read) and will not be directly useful in most cases because test data formats vary from json, csv, database, web queries, ... "interact.py" is provided as a template and it should be easy to adapt this script to any input format.
If you find it hard to do this please post your questions here and I'll be listening :)
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Ok..I'll try your suggestion tomorrow and post it here. Seems pretty straightforward..thanks
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@LearningPytorch please post here the code modifications you made. It will be really helpful for others. Thank you
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Related Issues (20)
- no model file HOT 2
- Adding Evidence as Database (like wikipedia ) HOT 5
- FileNotFoundError: [Errno 2] No such file or directory: 'SQuAD/meta.msgpack' HOT 6
- How long to run the model for the default params HOT 2
- Is there a way to know the score of the prediction to analyse whether it is right or wrong? HOT 1
- planning to implement Attend It Again paper. HOT 2
- Using DrQA on an Chinese dataset HOT 3
- using DrQA for Squad 2.0 and other datasets HOT 1
- train stop HOT 3
- Finetune against a custom dataset HOT 1
- AssertionError: Torch not compiled with CUDA enabled HOT 2
- Regarding train.py HOT 2
- msgpack.exceptions.UnpackValueError: Unpack failed: error = 0 HOT 1
- Trying to understand the index_answer funtion HOT 6
- Getting low F1 and EM scores HOT 1
- Different function of evaluating metrics
- Gradient flow of the failing model
- training stopped at epoch 1 HOT 9
- Cant do "bash" HOT 7
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