Office Action Predictor
Last updated: April 17, 2026
Application No. 17/092,038

IMPLEMENT THE COMPUTATION OF AN ARTIFICIAL NEURAL NETWORK USING MULTIPLE DEEP LEARNING ACCELERATORS

Non-Final OA §112
Filed
Nov 06, 2020
Examiner
PATEL, LOKESHA G
Art Unit
2125
Tech Center
2100 — Computer Architecture & Software
Assignee
Micron Technology, INC.
OA Round
5 (Non-Final)
76%
Grant Probability
Favorable
5-6
OA Rounds
4y 5m
To Grant
99%
With Interview

Examiner Intelligence

Grants 76% — above average
76%
Career Allow Rate
56 granted / 74 resolved
+20.7% vs TC avg
Strong +38% interview lift
Without
With
+38.0%
Interview Lift
resolved cases with interview
Typical timeline
4y 5m
Avg Prosecution
20 currently pending
Career history
94
Total Applications
across all art units

Statute-Specific Performance

§101
29.6%
-10.4% vs TC avg
§103
35.4%
-4.6% vs TC avg
§102
7.8%
-32.2% vs TC avg
§112
18.2%
-21.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 74 resolved cases

Office Action

§112
DETAILED ACTION Notice of Pre-AIA or AIA Status The present application, filed on or after March 16, 2013, is being examined under the first inventor to file provisions of the AIA . Continued Examination Under 37 CFR 1.114 A request for continued examination under 37 CFR 1.114, including the fee set forth in 37 CFR 1.17(e), was filed in this application after final rejection. Since this application is eligible for continued examination under 37 CFR 1.114, and the fee set forth in 37 CFR 1.17(e) has been timely paid, the finality of the previous Office action has been withdrawn pursuant to 37 CFR 1.114. Applicant's submission filed on 11/07/2025 has been entered. Response to Amendment The present application was filed on 11/06/2020. This action is in response to the RCE, the amendments and remarks filed on 11/07/2025. In the current amendments, claims 1, 8-9, 11 and 18-19 have been amended and no claims have been added or cancelled. As such, claim 1-20 are pending and have been examined. Claim Rejections - 35 USC § 112 The following is a quotation of 35 U.S.C. 112(b): (b) CONCLUSION.—The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the inventor or a joint inventor regards as the invention. The following is a quotation of 35 U.S.C. 112 (pre-AIA ), second paragraph: The specification shall conclude with one or more claims particularly pointing out and distinctly claiming the subject matter which the applicant regards as his invention. Claims 1-20 are rejected under 35 U.S.C 112(b) or 35 U.S.C 112 (pre-AIA ), second paragraph, as failing to set forth the subject matter which the inventor or a joint inventor, or for application subject to pre-AIA 35 U.S.C 112, the application regards, as the invention. The limitation “executing, by utilizing the plurality of devices, a portion of the compiler outputs in parallel to process the input concurrently” in claim 1 is incomplete and fails to specify why executing is needed for the claim. The claim therefore fails to distinctly define the scope of the invention. The limitation “selecting the plurality of portions of the artificial neural network” in claim 8 is incomplete and fails to specify why executing is needed for the claim. The claim therefore fails to distinctly define the scope of the invention. The limitation “selecting a first portion among the plurality of portions of the artificial neural network and a second portion among the plurality of portions to have an overlapping set of artificial neurons in the artificial neural network” in claim 9 is incomplete and fails to specify why executing is needed for the claim. The claim therefore fails to distinctly define the scope of the invention. The limitation “execute a portion of the compiler outputs in parallel to process the input concurrently” in claim 11 is incomplete and fails to specify why executing is needed for the claim. The claim therefore fails to distinctly define the scope of the invention. The limitation “executing, by utilizing the plurality of devices, a portion of the compiler outputs in parallel to process the input concurrently” in claim 18 is incomplete and fails to specify why executing is needed for the claim. The claim therefore fails to distinctly define the scope of the invention. The limitation “selecting the plurality of portions of the artificial neural network” in claim 19 is incomplete and fails to specify why executing is needed for the claim. The claim therefore fails to distinctly define the scope of the invention. Claims 2-10 depend on claim 1 and do not cure the deficiencies of the claim 1 therefore claims 2-10 are rejected to for the same rationales. Claims 12-17 depend on claim 11 and do not cure the deficiencies of the claim 11 therefore claims 12-17 are rejected to for the same rationales. Claims 19-20 depend on claim 18 and do not cure the deficiencies of the claim 18 therefore claims 19-20 are rejected to for the same rationales. Allowable Subject Matter Claims 1-20 would be allowed upon properly overcoming 35 U.S.C. 112(b) rejection. Response to Arguments No argument has been made in response to the rejection under 35 U.S.C. 112(b). Conclusion 7. Any inquiry concerning this communication or earlier communications from the examiner should be directed to Lokesha Patel whose telephone number is (571)272-6267. The examiner can normally be reached 8 AM - 4 PM. Examiner interviews are available via telephone, in-person, and video conferencing using a USPTO supplied web-based collaboration tool. To schedule an interview, applicant is encouraged to use the USPTO Automated Interview Request (AIR) at http://www.uspto.gov/interviewpractice. If attempts to reach the examiner by telephone are unsuccessful, the examiner’s supervisor, Kamran Afshar can be reached at (571) 272-7796. The fax phone number for the organization where this application or proceeding is assigned is 571-273-8300. Information regarding the status of published or unpublished applications may be obtained from Patent Center. Unpublished application information in Patent Center is available to registered users. To file and manage patent submissions in Patent Center, visit: https://patentcenter.uspto.gov. Visit https://www.uspto.gov/patents/apply/patent-center for more information about Patent Center and https://www.uspto.gov/patents/docx for information about filing in DOCX format. For additional questions, contact the Electronic Business Center (EBC) at 866-217-9197 (toll-free). If you would like assistance from a USPTO Customer Service Representative, call 800-786-9199 (IN USA OR CANADA) or 571-272-1000. /LOKESHA PATEL/Examiner, Art Unit 2125 /KAMRAN AFSHAR/Supervisory Patent Examiner, Art Unit 2125
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Prosecution Timeline

Nov 06, 2020
Application Filed
Mar 18, 2024
Non-Final Rejection — §112
Jun 21, 2024
Response Filed
Sep 26, 2024
Final Rejection — §112
Nov 27, 2024
Response after Non-Final Action
Dec 27, 2024
Response after Non-Final Action
Jan 07, 2025
Request for Continued Examination
Jan 13, 2025
Response after Non-Final Action
Mar 11, 2025
Non-Final Rejection — §112
Jun 18, 2025
Response Filed
Jul 30, 2025
Examiner Interview (Telephonic)
Aug 05, 2025
Final Rejection — §112
Oct 07, 2025
Response after Non-Final Action
Nov 07, 2025
Request for Continued Examination
Nov 16, 2025
Response after Non-Final Action
Dec 22, 2025
Examiner Interview (Telephonic)
Dec 23, 2025
Non-Final Rejection — §112
Mar 30, 2026
Response Filed

Precedent Cases

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Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

5-6
Expected OA Rounds
76%
Grant Probability
99%
With Interview (+38.0%)
4y 5m
Median Time to Grant
High
PTA Risk
Based on 74 resolved cases by this examiner. Grant probability derived from career allow rate.

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