PATENT CLAIM ANALYSIS

Application Number: 16045814
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-04
Patent Classification: ["707", "687000"]

Abstract:
Ensuring reproducibility in an artificial intelligence infrastructure that includes one or more storage systems and one or more graphical processing unit (‘GPU’) servers, including: identifying, by a unified management plane, one or more transformations applied to a dataset by the artificial intelligence infrastructure, wherein applying the one or more transformations to the dataset causes the artificial intelligence infrastructure to generate a transformed dataset; storing, within the one or more storage systems, information describing the dataset, the one or more transformations applied to the dataset, and the transformed dataset; identifying, by the unified management plane, one or more machine learning models executed by the artificial intelligence infrastructure using the transformed dataset as input; and storing, within the one or more storage systems, information describing one or more machine learning models executed using the transformed dataset as input.

Claim (Index 13):
The artificial intelligence infrastructure of  claim 8  wherein the artificial intelligence infrastructure is further configured to carry out the step of identifying, from amongst a plurality of machine learning models, a preferred machine learning model.

Metadata:
- Claim Count in Document: 17.0
- Percentile: 95.0
- Lexical Diversity: 2.80357
- Patent Class: 707.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16046337', '16040996', '16046102', '16040846', '15883333']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2732382038695397
- 35 USC 102 Novelty (BERT): 0.5398043401121311
- Combined Prediction Score: 0.2998948174937988
- Mean Citation Score: 358.15285000000006
- Max Citation Score: 393.57605
- Similarity Product: 330.5090740180612

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test