| Serial Number | 90582714 |
| Word Mark | MLPERF |
| Filing Date | Tuesday, March 16, 2021 |
| Status | 700 - REGISTERED |
| Status Date | Tuesday, January 23, 2024 |
| Registration Number | 7287755 |
| Registration Date | Tuesday, January 23, 2024 |
| Mark Drawing | 4 - Illustration: Drawing with word(s) / letter(s) / number(s) in Block form |
| Published for Opposition Date | Tuesday, August 22, 2023 |
| Goods and Services | 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 |
| Goods and Services | Providing business data analysis services to others, namely, providing rules, references, and tools to others 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 |
| Goods and Services | Technology specification, namely, analyzing technology requirements and developing recommendations for the computer software and systems and other technology needed to meet those requirements 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 |
| International Class | 009 - Scientific, nautical, surveying, photographic, cinematographic, optical, weighing, measuring, signalling, checking (supervision), life-saving and teaching apparatus and instruments; apparatus and instruments for conducting, switching, transforming, accumulating, regulating or controlling electricity; apparatus for recording, transmission or reproduction of sound or images; magnetic data carriers, recording discs; automatic vending machines and mechanisms for coin operated apparatus; cash registers, calculating machines, data processing equipment and computers; fire extinguishing apparatus. |
| US Class Codes | 021, 023, 026, 036, 038 |
| Class Status Code | 6 - Active |
| Class Status Date | Wednesday, June 16, 2021 |
| Primary Code | 009 |
| First Use Anywhere Date | Monday, May 7, 2018 |
| First Use In Commerce Date | Monday, May 7, 2018 |
| International Class | 035 - Advertising; business management; business administration; office functions. |
| US Class Codes | 100, 101, 102 |
| Class Status Code | 6 - Active |
| Class Status Date | Monday, July 17, 2023 |
| Primary Code | 035 |
| First Use Anywhere Date | Monday, May 7, 2018 |
| First Use In Commerce Date | Monday, May 7, 2018 |
| International Class | 042 - Scientific and technological services and research and design relating thereto; industrial analysis and research services; design and development of computer hardware and software. |
| US Class Codes | 100, 101 |
| Class Status Code | 6 - Active |
| Class Status Date | Wednesday, June 16, 2021 |
| Primary Code | 042 |
| First Use Anywhere Date | Monday, May 7, 2018 |
| First Use In Commerce Date | Monday, May 7, 2018 |
| Party Name | MLCOMMONS ASSOCIATION |
| Party Type | 30 - Original Registrant |
| Legal Entity Type | 56 - NOT AVAILABLE |
| Address | Dover, DE 19901 |
| Party Name | MLCOMMONS ASSOCIATION |
| Party Type | 20 - Owner at Publication |
| Legal Entity Type | 56 - NOT AVAILABLE |
| Address | SAN FRANCISCO, CA 94105 |
| Party Name | MLCOMMONS ASSOCIATION |
| Party Type | 11 - New Owner Before Publication |
| Legal Entity Type | 56 - NOT AVAILABLE |
| Address | SAN FRANCISCO, CA 94105 |
| Party Name | MLCOMMONS ASSOCIATION |
| Party Type | 10 - Original Applicant |
| Legal Entity Type | 99 - Other |
| Address | San Francisco, CA 94105 |
| Event Date | Event Description |
| Friday, March 19, 2021 | NEW APPLICATION ENTERED |
| Wednesday, June 16, 2021 | NEW APPLICATION OFFICE SUPPLIED DATA ENTERED |
| Friday, October 15, 2021 | ASSIGNED TO EXAMINER |
| Tuesday, November 2, 2021 | NON-FINAL ACTION WRITTEN |
| Tuesday, November 2, 2021 | NON-FINAL ACTION E-MAILED |
| Tuesday, November 2, 2021 | NOTIFICATION OF NON-FINAL ACTION E-MAILED |
| Thursday, April 28, 2022 | TEAS RESPONSE TO OFFICE ACTION RECEIVED |
| Thursday, April 28, 2022 | CORRESPONDENCE RECEIVED IN LAW OFFICE |
| Thursday, April 28, 2022 | TEAS/EMAIL CORRESPONDENCE ENTERED |
| Wednesday, June 22, 2022 | AUTOMATIC UPDATE OF ASSIGNMENT OF OWNERSHIP |
| Friday, September 9, 2022 | ASSIGNED TO EXAMINER |
| Wednesday, September 21, 2022 | NON-FINAL ACTION WRITTEN |
| Wednesday, September 21, 2022 | NON-FINAL ACTION E-MAILED |
| Wednesday, September 21, 2022 | NOTIFICATION OF NON-FINAL ACTION E-MAILED |
| Tuesday, January 17, 2023 | ASSIGNED TO EXAMINER |
| Thursday, February 23, 2023 | TEAS RESPONSE TO OFFICE ACTION RECEIVED |
| Tuesday, June 13, 2023 | ASSIGNED TO LIE |
| Tuesday, June 13, 2023 | CORRESPONDENCE RECEIVED IN LAW OFFICE |
| Tuesday, June 13, 2023 | TEAS/EMAIL CORRESPONDENCE ENTERED |
| Saturday, July 8, 2023 | FINAL REFUSAL WRITTEN |
| Saturday, July 8, 2023 | FINAL REFUSAL E-MAILED |
| Saturday, July 8, 2023 | NOTIFICATION OF FINAL REFUSAL EMAILED |
| Monday, July 17, 2023 | EXAMINERS AMENDMENT -WRITTEN |
| Monday, July 17, 2023 | EXAMINERS AMENDMENT E-MAILED |
| Monday, July 17, 2023 | NOTIFICATION OF EXAMINERS AMENDMENT E-MAILED |
| Monday, July 17, 2023 | EXAMINER'S AMENDMENT ENTERED |
| Monday, July 17, 2023 | APPROVED FOR PUB - PRINCIPAL REGISTER |
| Wednesday, August 2, 2023 | NOTIFICATION OF NOTICE OF PUBLICATION E-MAILED |
| Tuesday, August 22, 2023 | PUBLISHED FOR OPPOSITION |
| Tuesday, August 22, 2023 | OFFICIAL GAZETTE PUBLICATION CONFIRMATION E-MAILED |
| Tuesday, October 17, 2023 | NOA E-MAILED - SOU REQUIRED FROM APPLICANT |
| Monday, October 30, 2023 | USE AMENDMENT FILED |
| Monday, October 30, 2023 | TEAS STATEMENT OF USE RECEIVED |
| Thursday, November 9, 2023 | CASE ASSIGNED TO INTENT TO USE PARALEGAL |
| Monday, November 13, 2023 | ASSIGNED TO EXAMINER |
| Monday, November 13, 2023 | STATEMENT OF USE PROCESSING COMPLETE |
| Thursday, December 21, 2023 | ALLOWED PRINCIPAL REGISTER - SOU ACCEPTED |
| Friday, December 22, 2023 | NOTICE OF ACCEPTANCE OF STATEMENT OF USE E-MAILED |
| Tuesday, January 23, 2024 | REGISTERED-PRINCIPAL REGISTER |
| Tuesday, January 23, 2024 | NOTICE OF REGISTRATION CONFIRMATION EMAILED |
| Thursday, January 30, 2025 | TEAS CHANGE OF CORRESPONDENCE RECEIVED |
| Thursday, January 30, 2025 | TEAS REVOKE/APP/CHANGE ADDR OF ATTY/DOM REP RECEIVED |
| Thursday, January 30, 2025 | ATTORNEY/DOM.REP.REVOKED AND/OR APPOINTED |
| Thursday, January 30, 2025 | APPLICANT/CORRESPONDENCE CHANGES (NON-RESPONSIVE) ENTERED |
| Thursday, January 30, 2025 | TEAS CHANGE OF OWNER ADDRESS RECEIVED |
| Sunday, March 9, 2025 | TEAS CHANGE OF OWNER ADDRESS RECEIVED |
| Sunday, March 9, 2025 | APPLICANT/CORRESPONDENCE CHANGES (NON-RESPONSIVE) ENTERED |
| Sunday, March 9, 2025 | TEAS REVOKE/APP/CHANGE ADDR OF ATTY/DOM REP RECEIVED |
| Sunday, March 9, 2025 | ATTORNEY/DOM.REP.REVOKED AND/OR APPOINTED |
| Sunday, March 9, 2025 | TEAS CHANGE OF CORRESPONDENCE RECEIVED |