1. We trained custom model with manually annotated data set of documents but the accuracy is low, we want to annotate and train again. When I create a new version will it learn from the current set of inputs and also preserve the old training ? Do I need to give all the data for every incremental training ? 2. Since there is some low accuracy issue, I want to add a2i . How to do it in console UI for batch processing ? When the people make additional annotation in a2i, will the comprehend learn incrementally ? Or do we need to make run the training job again ?

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Comprehend incremental training

We trained custom model with manually annotated data set of documents but the accuracy is low, we want to annotate and train again. When I create a new version will it learn from the current set of inputs and also preserve the old training ? Do I need to give all the data for every incremental training ?
Since there is some low accuracy issue, I want to add a2i . How to do it in console UI for batch processing ? When the people make additional annotation in a2i, will the comprehend learn incrementally ? Or do we need to make run the training job again ?

主題: 機器學習與 AI 儲存空間
標籤: Amazon SageMaker Amazon Comprehend 機器學習與 AI Amazon SageMaker Ground Truth
語言: English

G V Navin

已提問 3 年前檢視次數 442 次

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You will need to provide all of the data for each incremental training.

Comprehend is not integrated with A2I at this time, so you would need to re-submit a new training job with all the annotations.

DavidAtAWS

已回答 3 年前

G V Navin
3 年前
It looks like incremental training is not supported at this point of time. After collecting all the data from A2I, we need to retrain the model with full data.

Comprehend incremental training

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