MLCOMMONS ASSOCIATION

MLCOMMONS

Association services, namely, promoting public awareness of innovation in the field of machine learning, promoting public awareness of machine learning training accuracy, speed, performance, and efficiency, and promoting public awareness of machine learning inference accuracy, speed, performance, and efficiency; Business services, namely, formulation of best practices for machine learning and machine learning interoperability; Electronic data collection and analysis services for business purposes in the fields of machine learning and machine learning interoperability;Design and development of technical specifications for devices and servers pertaining to machine learning requirements, interoperability, and functionality; Design and development of software in the field of the machine learning; Design and development of software for testing devices and servers; Providing information in the field of machine learning and machine learning interoperability;

MLCOMMONS

MACHINE LEARNING COMMONS;Association services, namely, promoting innovation in the field of machine learning; Association services, namely, promoting public awareness of machine learning training accuracy, speed, performance, and efficiency; Association services, namely, promoting public awareness of machine learning inference accuracy, speed, performance, and efficiency; Association services, namely, promoting public awareness of mobile device and embedded device machine learning accuracy, speed, performance, and efficiency; Business services, namely, formulation of best practices for machine learning and machine learning interoperability and functionality to accelerate progress in the field of machine learning; Providing information, data sets, and best practices pertaining to machine learning and machine learning interoperability and functionality; Collection, analysis, and display of data for business purposes in the fields of machine learning and machine learning interoperability and functionality; Collection, analysis, and display of device and test data pertaining to machine learning, namely, compiling and analyzing statistics, device test data, and server test data regarding the machine learning interoperability and functionality of such devices and servers for business purposes; Organizing, arranging, and conducting presentations on the topic of machine learning; Organizing, arranging, and conducting business networking events in the field of machine learning;Design and development of technical specifications in the field of machine learning requirements, interoperability, and functionality; Design and development of technical specifications for devices and servers pertaining to machine learning requirements, interoperability, and functionality; Design and development of technical specifications for devices and servers pertaining to machine learning training and inference accuracy, speed, performance, and efficiency; Design and development of technical specifications for mobile device and embedded device machine learning accuracy, speed, performance, and efficiency; Design and development of software in the field of the machine learning; Design and development of software for testing devices and servers; Design and development of software for testing devices and servers for compliance with machine learning requirements and to measure machine learning interoperability and functionality; Providing benchmarking information and best practices in the field of machine learning for use to measure accuracy, speed, performance, efficiency, and interoperability;

MLCUBE

Downloadable computer software for enabling devices and servers to interoperate with one another; Downloadable computer software for testing devices and servers for machine learning interoperability; Downloadable computer software for testing devices and servers for compliance with machine learning technical specifications;Design and development of technical specifications for devices and servers pertaining to machine learning requirements, interoperability, and functionality; Design and development of software in the field of machine learning; Design and development of software for testing devices and servers;

MLCUBE

Downloadable computer software for testing devices and servers for compliance with machine learning interoperability and functionality requirements; Downloadable computer software for reproducing machine learning training and inference; Downloadable computer software for enabling devices and servers to interoperate with one another;Design and development of technical specifications in the field of machine learning requirements, reproducibility, interoperability, and functionality; Design and development of technical specifications for devices and servers pertaining to machine learning requirements, reproducibility, interoperability, and functionality; Design and development of software in the field of machine learning; Design and development of software for testing devices and servers; Design and development of software for testing devices and servers for compliance with machine learning requirements and to measure machine learning reproducibility, interoperability, and functionality; Product quality testing of computer software in the field of machine learning; Product quality testing of computer hardware and hardware devices in the field of machine learning;

MLPERF

Downloadable computer software and mobile application for testing devices and servers for machine learning training accuracy, speed, performance, and efficiency and for machine learning inference accuracy, speed, performance, and efficiency;Providing information, rules, references, and tools for measuring performance pertaining to machine learning; Collection, analysis, and display of device and test data pertaining to machine learning, namely, compiling and analyzing statistics, device test data, and server test data for business purposes;Providing technical specifications for devices and servers, namely, providing benchmarking information and best practices in the field of machine learning; Design and development of computer software and mobile application for measuring performance in the field of machine learning; Design and development of computer software and mobile applications for testing devices and servers; Product quality testing of computer software in the field of machine learning; Product quality testing of computer hardware and hardware devices in the field of machine learning; Product quality testing of mobile devices and servers;

MLPERF

Downloadable computer software and mobile application for testing devices and servers for compliance with machine learning requirements; Downloadable computer software for measuring machine learning training accuracy, speed, performance, and efficiency in devices and servers; Downloadable computer software and mobile application for measuring machine learning inference accuracy, speed, performance, and efficiency in devices and servers; Downloadable computer software and mobile application for measuring mobile device and embedded device machine learning accuracy, speed, performance, and efficiency;Business services, namely, formulation of best practices for machine learning to accelerate progress in the field of machine learning; Providing information, data sets, best practices, rules, references, and tools pertaining to machine learning; Collection, analysis, and display of data for business purposes in the field of machine learning; Collection, analysis, and display of device and test data pertaining to machine learning, namely, compiling and analyzing statistics, device test data, and server test data for business purposes;Design and development of technical specifications for devices and servers pertaining to machine learning training accuracy, speed, performance, and efficiency; Design and development of technical specifications for devices and servers pertaining to machine learning inference accuracy, speed, performance, and efficiency; Design and development of technical specifications for mobile device and embedded device machine learning accuracy, speed, performance, and efficiency; Design and development of software and mobile application in the field of machine learning; Design and development of software and mobile application for testing devices and servers; Design and development of software and mobile application for testing devices and servers for compliance with machine learning requirements; Product quality testing of software in the field of machine learning; Product quality testing of computer hardware and hardware devices in the field of machine learning; Product quality testing of mobile devices and servers; Providing benchmarking information and best practices in the field of machine learning for use to measure accuracy, speed, performance, and efficiency;