Prosecution Insights
Last updated: July 15, 2026
Application No. 18/374,100

INFERENCE KERNEL OPTIMIZATION IN CONVOLUTIONAL NETWORKS

Non-Final OA
Filed
Sep 28, 2023
Priority
Feb 06, 2023 — provisional 63/443,664
Examiner
KING, JOHN B
Art Unit
2498
Tech Center
2400 — Computer Networks
Assignee
Advanced Micro Devices Inc.
OA Round
1 (Non-Final)
81%
Grant Probability
Favorable
1-2
OA Rounds
5m
Est. Remaining
99%
With Interview

Examiner Intelligence

Grants 81% — above average
81%
Career Allowance Rate
524 granted / 650 resolved
+22.6% vs TC avg
Strong +38% interview lift
Without
With
+38.3%
Interview Lift
resolved cases with interview
Typical timeline
3y 3m
Avg Prosecution
6 currently pending
Career history
663
Total Applications
across all art units

Statute-Specific Performance

§101
3.2%
-36.8% vs TC avg
§103
87.2%
+47.2% vs TC avg
§102
3.3%
-36.7% vs TC avg
§112
4.2%
-35.8% vs TC avg
Black line = Tech Center average estimate • Based on career data from 650 resolved cases

Prosecution Timeline

Sep 28, 2023
Application Filed
Apr 08, 2026
Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

Patent 12670010
SYSTEM AND METHOD FOR COMPUTING CLUSTERED EXPLANATION WITH SPECIAL OR LIMITED VALUES
2y 9m to grant Granted Jun 30, 2026
Patent 12671577
METHOD FOR PAIRING A CONTENT PROVIDER SYSTEM AND A RECEIVING DEVICE, CORRESPONDING COMPUTER PROGRAM PRODUCT AND DEVICES
2y 2m to grant Granted Jun 30, 2026
Patent 12665925
METHODS AND SYSTEMS FOR DETECTING DENIAL OF SERVICE ATTACKS ON A NETWORK
1y 10m to grant Granted Jun 23, 2026
Patent 12659289
GTLD DOMAIN NAME REGISTRIES RDAP ARCHITECTURE
5y 4m to grant Granted Jun 16, 2026
Patent 12639440
CHANGE AND RECOVERY OF PERSONALIZATION DATA IN A SECURE ELEMENT
2y 4m to grant Granted May 26, 2026
Study what changed to get past this examiner. Based on 5 most recent grants.

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Prosecution Projections

1-2
Expected OA Rounds
81%
Grant Probability
99%
With Interview (+38.3%)
3y 3m (~5m remaining)
Median Time to Grant
Low
PTA Risk
Based on 650 resolved cases by this examiner. Grant probability derived from career allowance rate.

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