Statements (71)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Performance_Monitoring
|
| gptkbp:aims_to |
Encourage innovation in ML hardware
|
| gptkbp:collaborated_with |
Research institutions
Tech companies Various universities |
| gptkbp:developed_by |
gptkb:MLCommons
|
| gptkbp:evaluates |
Latency
Throughput |
| gptkbp:first_released |
gptkb:2019
|
| gptkbp:focuses_on |
Machine Learning Inference
|
| gptkbp:has_category |
Closed, Open
|
| gptkbp:has_impact_on |
gptkb:AI_technology
|
| https://www.w3.org/2000/01/rdf-schema#label |
MLPerf Inference
|
| gptkbp:includes |
Various workloads
|
| gptkbp:is_adopted_by |
Large enterprises
Startups |
| gptkbp:is_available_on |
gptkb:Git_Hub
|
| gptkbp:is_cited_in |
Research publications
|
| gptkbp:is_collaborative_with |
Community-driven
|
| gptkbp:is_designed_for |
Flexibility
Scalability Diversity of applications |
| gptkbp:is_evaluated_by |
Peer reviews
Real-world scenarios Independent reviewers Accuracy and performance Benchmarking organizations |
| gptkbp:is_influenced_by |
User feedback
Technological trends Advancements in AI technology |
| gptkbp:is_part_of |
gptkb:MLPerf
AI benchmarking ecosystem AI performance evaluation |
| gptkbp:is_promoted_by |
Professional organizations
Industry associations Tech conferences |
| gptkbp:is_promoted_through |
gptkb:Workshops
gptkb:Press_releases Online courses Social media campaigns Webinars News articles |
| gptkbp:is_recognized_by |
Industry leaders
|
| gptkbp:is_supported_by |
gptkb:Government_initiatives
Funding agencies Major cloud providers Open-source communities |
| gptkbp:is_updated_by |
Regularly
|
| gptkbp:is_used_by |
gptkb:researchers
Industry professionals |
| gptkbp:is_used_for |
Comparative analysis
Product development Investment decisions Performance tuning Market analysis |
| gptkbp:is_used_in |
Academic papers
|
| gptkbp:measures |
Performance of hardware and software for ML inference
|
| gptkbp:performance |
gptkb:TPUs
CPUs FPGAs GPUs AI accelerators AI inference tasks |
| gptkbp:provides |
Standardized benchmarking
|
| gptkbp:reported_by |
Conference proceedings
Industry reports Technical journals |
| gptkbp:result |
Various hardware platforms
|
| gptkbp:supports |
Multiple frameworks
|
| gptkbp:bfsParent |
gptkb:MLPerf
|
| gptkbp:bfsLayer |
6
|