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 17):
The apparatus of  claim 16  wherein transmitting, from the storage system to the one or more GPU servers, the transformed dataset further comprises transmitting the transformed dataset from the one or more storage systems directly to application memory on the GPU servers.

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): 0.3198618059498206
- 35 USC 102 Novelty (BERT): 0.5619378733890682
- Combined Prediction Score: 0.3440694126937454
- Mean Citation Score: 374.579888
- Max Citation Score: 425.16223
- Similarity Product: 421.9708554434097

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