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Mark	Details	Status	Class/Description
	MLCOMMONS MLCommons Association 2202036 14 Jun 2022	APPROVED on 28 Jan 2025	Association services, namely, promoting public awareness of innovation... Class 035 Class 035 Advertising, Business & Retail Services Association services, namely, promoting public awareness of 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 business information in the nature of data sets pertaining to machine learning and machine learning interoperability and functionality; providing business information in the nature of benchmarking information in the field of machine learning for use to measure accuracy, speed, performance, efficiency, interoperability, and functionality; business services, namely, formulation of best practices in the field of machine learning for use to measure accuracy, speed, performance, efficiency, interoperability, and functionality; providing information in the field of software development in the field of machine learning; providing information in the field of software development in the field of machine learning data in the field of interoperability and functionality; providing information in the field of software development in the field of rules, references, and tools pertaining to machine learning data and machine learning accuracy, speed, performance, efficiency, interoperability, and functionality; collection and analysis of quality metric data and performance data for business purposes in the fields of machine learning and machine learning interoperability and functionality; collection and analysis of quality metric device and test data and performance device and test data pertaining to machine learning, namely, compiling and analyzing statistics and performance test data for local computers, embedded computers, computer hardware, virtual machines, and cloud servers regarding the machine learning interoperability and functionality of such devices and servers, and regarding the machine learning interoperability and functionality of computer software incorporated into 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. Class 042 Class 042 Computer & Software Services & Scientific Services Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software, computer systems, computer technology, computer hardware, virtual machines, and cloud servers needed to meet those requirements in the field of machine learning requirements, interoperability, and functionality; design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and recommendations for the computer software, computer systems, and computer technology, computer hardware, virtual machines, and cloud servers needed to meet these requirements in the field of devices and servers pertaining to machine learning requirements, interoperability, and functionality; design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software, computer systems, and computer technology, computer hardware, virtual machines, and cloud servers needed to meet these requirements in the field of devices and servers pertaining to machine learning training and inference accuracy, speed, performance, and efficiency; design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software, computer systems, and computer technology, computer hardware, virtual machines, and cloud servers needed to meet these requirements in the field of 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.
	MLCOMMONS MLCOMMONS ASSOCIATION 2120784 28 Apr 2021	REGISTERED on 21 Mar 2024	Association services, namely, promoting public awareness of innovation... Class 035 Class 035 Advertising, Business & Retail Services 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. Class 042 Class 042 Computer & Software Services & Scientific Services 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.

APPROVED

on 28 Jan 2025

MLCOMMONS

MLCommons Association

2202036 · 14 Jun 2022

035

Class 035

Advertising, Business & Retail Services

Association services, namely, promoting public awareness of 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 business information in the nature of data sets pertaining to machine learning and machine learning interoperability and functionality; providing business information in the nature of benchmarking information in the field of machine learning for use to measure accuracy, speed, performance, efficiency, interoperability, and functionality; business services, namely, formulation of best practices in the field of machine learning for use to measure accuracy, speed, performance, efficiency, interoperability, and functionality; providing information in the field of software development in the field of machine learning; providing information in the field of software development in the field of machine learning data in the field of interoperability and functionality; providing information in the field of software development in the field of rules, references, and tools pertaining to machine learning data and machine learning accuracy, speed, performance, efficiency, interoperability, and functionality; collection and analysis of quality metric data and performance data for business purposes in the fields of machine learning and machine learning interoperability and functionality; collection and analysis of quality metric device and test data and performance device and test data pertaining to machine learning, namely, compiling and analyzing statistics and performance test data for local computers, embedded computers, computer hardware, virtual machines, and cloud servers regarding the machine learning interoperability and functionality of such devices and servers, and regarding the machine learning interoperability and functionality of computer software incorporated into 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.

042

Class 042

Computer & Software Services & Scientific Services

Design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software, computer systems, computer technology, computer hardware, virtual machines, and cloud servers needed to meet those requirements in the field of machine learning requirements, interoperability, and functionality; design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and recommendations for the computer software, computer systems, and computer technology, computer hardware, virtual machines, and cloud servers needed to meet these requirements in the field of devices and servers pertaining to machine learning requirements, interoperability, and functionality; design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software, computer systems, and computer technology, computer hardware, virtual machines, and cloud servers needed to meet these requirements in the field of devices and servers pertaining to machine learning training and inference accuracy, speed, performance, and efficiency; design and development of technical specifications in the nature of technology specifications, namely, analyzing technology requirements and developing recommendations for the computer software, computer systems, and computer technology, computer hardware, virtual machines, and cloud servers needed to meet these requirements in the field of 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.

Association services, namely, promoting public awareness of innovation...

REGISTERED

on 21 Mar 2024

MLCOMMONS

MLCOMMONS ASSOCIATION

2120784 · 28 Apr 2021

035

042

Association services, namely, promoting public awareness of innovation...

Owners

Mlcommons association (1)

Categories

Class 35 (2)

Class 42 (2)

Correspondents

Clark wilson llp (2)

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