如何在腾讯云上部署 Facebook 的ParlAI 训练框架

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刚看到腾云阁新一期的活动又开始了，跃跃欲试，恰巧看到ParlAI我就把安装过程记录一下。

必备环境：

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python3

ZeroMq

安装命令：

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git clone https://github.com/facebookresearch/ParlAI.git

cd ParlAI

python setup.py develop

安装过程中问题一：

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UnicodeDecodeError: 'gbk' codec can't decode byte 0x9d in position 1270: illega

解决方法：我把setup.py代码稍加修改了。 都是utf-8的 我这里很疑惑

去掉：

with open('LICENSE') as f:

license = f.read()


with open('requirements.txt') as f:

reqs = f.read()

初始化：

license='',

long_description='',

问题二：

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“error: Microsoft Visual C++ 14.0 is required..

解决办法：


手工安装


pip install pyzmq

问题三：

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AttributeError: module 'parlai.tasks.babi.agents' has no attribute 'create_agents'

TimeoutError: [WinError 10060] 由于连接方在一段时间后没有正确答复或连接的主机没

有反应，连接尝试失败。

解决办法：

安装ZeroMq

运行案例：

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F:\py\parlai\ParlAI>python examples/display_data.py -t babi:task1k:1

[no_images:False]

[download_path:f:\py\parlai\parlai\downloads]

[task:babi:task1k:1]

[datatype:train]

[batchsize:1]

[num_examples:10]

[numthreads:1]

[parlai_home:f:\py\parlai\parlai]

[datapath:f:\py\parlai\parlai\data]

[creating task(s): babi:task1k:1]

[building data: f:\py\parlai\parlai\data\bAbI]

100% [....................................................] 19212062 / 19212062

unpacking babi.tar.gz

[DialogTeacher initializing.]

[loading fbdialog data:f:\py\parlai\parlai\data\bAbI\tasks_1-20_v1-2\en-valid-n

sf\qa1_train.txt]

[babi:task1k:1]: Mary travelled to the garden.

Daniel went to the office.

Where is Daniel?

[labels: office]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: office

~~

[babi:task1k:1]: Daniel travelled to the kitchen.

Sandra journeyed to the kitchen.

Where is Daniel?

[labels: kitchen]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: kitchen

~~

[babi:task1k:1]: Mary went back to the hallway.

Daniel went to the bedroom.

Where is Daniel?

[labels: bedroom]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: bedroom

~~

[babi:task1k:1]: Mary moved to the bathroom.

Sandra journeyed to the bathroom.

Where is Mary?

[labels: bathroom]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: bathroom

~~

[babi:task1k:1]: John journeyed to the garden.

Sandra went to the garden.

Where is Sandra?

[labels: garden]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: garden




~~

[babi:task1k:1]: Mary travelled to the bedroom.

Daniel travelled to the office.

Where is Mary?

[labels: bedroom]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: bedroom

~~

[babi:task1k:1]: Daniel journeyed to the hallway.

Mary travelled to the hallway.

Where is Mary?

[labels: hallway]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: hallway

~~

[babi:task1k:1]: Sandra travelled to the kitchen.

Mary travelled to the kitchen.

Where is Daniel?

[labels: hallway]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: hallway

~~

[babi:task1k:1]: John journeyed to the garden.

Daniel went to the bathroom.

Where is Sandra?

[labels: kitchen]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: kitchen

~~

[babi:task1k:1]: Daniel moved to the garden.

John went to the kitchen.

Where is Daniel?

[labels: garden]

[cands: garden|kitchen|office|bedroom|bathroom|hallway]

[RepeatLabelAgent]: garden




~~

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