Infra Flashcards

1
Q

What is horovod? How does it works?

A
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2
Q

What is cycle cloud?

A

Personal cluster orchestrate a Linux environment with different cpus scheduling jobs

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3
Q

How can you look for data and results of the cloud works?

A

With the azure data storage

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4
Q

What is an nsf blob storage?

A

NFS Network File System
BLOB STORAGE:
Use on A Zune To Store BIG
DATA AND’ SECURE THEM
BLOB (BINARY LARGE OBJECT)
VERY GOOD FOR MEDIA AND
CHANGING LOGS
BLOBS AN STORED IN CONTAINERS
(SIMILAR TO FOLDERS)

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5
Q

What is panini?

A
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6
Q

Where and when does rescoring happen in our ASR decoding?

A

Rescoring is a panini model that happens on the output of the decoder, like the one you find on the .json output of the unidec_r

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7
Q

Where can you find the rescoring output in pdecode?

A
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8
Q

What is the difference between the TiP and PPE environments?

A

TiP (Test in Production) is an unstable test environment, while PPE (Pre-Production Environment) is a stable test environment with two regions.

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9
Q

What does the backend team manage? Tolking about Ivo’s team

A

The backend team manages the APIs.

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10
Q

What should be done before whitelisting a subscription for TiP deployment?

A

Before whitelisting a subscription, create a project in Speech Studio to ensure it is added to the TiP database during the initial request.

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11
Q

Before whitelisting a subscription, create a project in Speech Studio to ensure it is added to the TiP database during the initial request.

A

Before whitelisting a subscription, create a project in Speech Studio to ensure it is added to the TiP database during the initial request.

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12
Q

Before whitelisting a subscription, create a project in Speech Studio to ensure it is added to the TiP database during the initial request.

A

f a subscription is not created in WUS2, the subscription ID won’t be added to the database, causing issues with locating the subscription.

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13
Q

Where are the output of the segmentation service located?

A

in spsvctestusw2 under custom speech artifacts, acoustic data there you have a folder with the returned id.

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14
Q

Once you have the ID of the segmentation service datasets, how can you see that i the database?

A
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15
Q

In the context of changing the behaviour of the ASR model what are reformulation rules? where is the file located?

A

They are simple rules that map one answer to the predicted corrected one. The file is in the display-post-processing (not in the ITN model in LMTools)

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