PATENT CLAIM ANALYSIS

Application Number: 16046102
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-04
Patent Classification: ["709", "217000"]

Abstract:
Data transformation offloading in an artificial intelligence infrastructure that includes one or more storage systems and one or more graphical processing unit (‘GPU’) servers, including: storing, within the storage system, a dataset; identifying, in dependence upon one or more machine learning models to be executed on the GPU servers, one or more transformations to apply to the dataset; and generating, by the storage system in dependence upon the one or more transformations, a transformed dataset.

Claim (Index 11):
The artificial intelligence infrastructure of  claim 8  wherein the artificial intelligence infrastructure is further configured to carry out the step of executing, by one or more of the GPU servers, one or more machine learning algorithms associated with the machine learning model using the transformed dataset as input.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 95.0
- Lexical Diversity: 1.76471
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16046337', '16040996', '16040846', '16045814', '15883333']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.319804729686315
- 35 USC 102 Novelty (BERT): 0.5620526694188984
- Combined Prediction Score: 0.3440295236595734
- Mean Citation Score: 374.579888
- Max Citation Score: 425.16223
- Similarity Product: 423.1692364319164

Labels:
- Claim Label 101: 0
- Claim Label 102: 0
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 0

Dataset: test