power domain,design
Region with same power supply.
3,145 technical terms and definitions
Region with same power supply.
Power factor correction reduces reactive power improving electrical system efficiency.
Optimize for network topology.
Low-rank gradient compression.
Placement of normalization in transformer.
Why pre-norm helps transformer training.
Billions of images for large ViTs.
Precious metal recovery reclaims gold silver and platinum from electronic waste.
Tailor treatment to individual patients.
Balance between catching all vs accuracy.
Predictive maintenance uses condition monitoring to anticipate failures enabling proactive intervention.
Maintenance based on condition monitoring.
Use data analytics to predict failures before they occur.
Use interruptible cloud instances.
Preference datasets contain ranked or compared responses for reward model training.
Preference learning trains models from human comparisons of response quality.
Prefix caching stores common prompt beginnings for reuse across requests.
Bidirectional encoding with autoregressive decoding.
Learnable negative slope.
Presence penalty applies fixed reduction to tokens appearing in generation.
Pretraining on large corpus creates foundation model. Learns language patterns. Base for fine-tuning.
Plan regular maintenance.
Attend to previous token.
Early training examples have outsized influence.
Overuse of primitives instead of objects.
Find existing inventions.
Priority queues serve high-importance requests before lower-priority ones.
Privacy budget quantifies cumulative privacy loss across queries or training iterations.
Training and inference techniques that protect sensitive data (federated learning differential privacy).
Techniques to protect data privacy during training.
For sensitive data, run models on-prem or in a VPC. No logs to third-party clouds, strict access control, encryption, and auditing of all requests.
Use proprietary data for pre-training.
Use extra info during training only.
Deterministic ODE with same marginals as SDE.
Probe card repair replaces damaged needles cleans contamination and realigns tips to restore measurement accuracy.
Train classifiers on representations.
Train classifiers on internal representations to see what information is encoded.
AI-assisted procedural content creation.
Process optimization reduces energy by improving efficiency cycle times and yields.
Product carbon footprint quantifies greenhouse gas emissions attributable to specific products.
Product quantization decomposes vectors into subvectors quantized independently for compression.
Product stewardship extends manufacturer responsibility to entire product lifecycle including design use and end-of-life management.
Production scheduling sequences manufacturing operations optimizing throughput and resource utilization.
Analyze performance bottlenecks.
Automatically generate programs from specifications.
Generate code to solve reasoning tasks.
Program-aided language models offload computation to code interpreters.
Gradually reduce diffusion steps.
Gradually increase resolution.
Progressive growing gradually increases resolution during training stabilizing GAN training.