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ConvAI RLLBot

Status

Model	Author	Public Repository	Trained	Wrapper created	CPU	GPU	RAM	Data provided
HRED Twitter	Mike	❌	✅	✅	✅			✅
HRED Reddit	Mike	❌	✅	✅	✅			✅
Dual Encoder	Nicolas	✅	✅	✅	✅			✅
Dual Encoder	Prasanna		⌛	⌛
Follow up questions	Koustuv	✅	✅	✅	✅			✅
DrQA	Peter	✅	⌛	⌛

N.B. CPU column indicates that this model inference can run only on CPU

System architecture

Docker container runs bot.py on startup, which loads all the models we have on the RAM. So we need to send an estimate of total RAM usage to Valentine (organizer) soon. The model_selection.py script will handle which response to select.

Dependency Requirements

Update the following list with the dependencies you might need apart from this list. Checked ones indicate they have been added to the Dockerfile.

• Theano
• Tensorflow
• Lasagne
• Pytorch