post-training quantization (ptq),post-training quantization,ptq,model optimization
Quantizing a trained model without retraining for deployment efficiency.
9,967 technical terms and definitions
Quantizing a trained model without retraining for deployment efficiency.
Determine guaranteed outcomes of functions.
Holds molding compound.
Potential-based reward shaping preserves optimal policies by adding differences of potential functions to rewards.
TDP = Thermal Design Power. Power budget constrains chip performance. Cooling is major data center cost.
ESD protection between power rails.
Region with same power supply.
Power factor correction reduces reactive power improving electrical system efficiency.
Shut off power to idle circuit blocks to save energy.
Power grid design optimizes metal mesh topology balancing IR drop electromigration and area.
Layout of power distribution network.
Power integrity ensures stable clean supply voltage delivery managing impedance resonances and transient response.
Specification of power architecture (UPF CPF).
Log-linear performance improvement.
Loss decreases as power law of compute/parameters/data.
Power maps specify spatial distribution of heat generation across die enabling accurate thermal simulation and hotspot prediction.
Power mesh analysis solves large resistive networks computing voltage drops and current distributions.
Power noise analysis characterizes voltage fluctuations on supply rails from switching activity.
Frequency analysis of surface roughness.
Cell for power gating.
Optimize for network topology.
Optimize key metrics together.
I can help you reason about power, TDP, and energy per token or per inference to compare hardware efficiency realistically.
Low-rank gradient compression.
Process performance indices.
Pp index measures overall process performance including between-subgroup variation.
Production Part Approval Process validates supplier capability to meet requirements.
Ppk index combines overall performance with centering for long-term capability.
Quality goals in parts per million.
Adapt KL penalty.
Standard PPO variant.
PPO is a stable policy gradient algorithm for RL. Used in RLHF to fine-tune LLMs from human preferences.
PPO (Proximal Policy Optimization) is stable RL algorithm. Clipped objective. Used in RLHF.
Product quantization compresses vectors. Trade accuracy for memory.
Summarize pull requests automatically. Explain changes.
Understand context-dependent meaning.
Pre-commit runs hooks before commit. Linting, formatting.
Pre-aligners roughly position wafers before precision alignment.
Pre-amorphization implants destroy crystal structure before dopant implantation enabling uniform amorphous layers.
Simulate real-world before reliability.
Simple alternative to SPC.
Pre-emphasis boosts high-frequency content at transmitter compensating for channel attenuation.
Placement of normalization in transformer.
Why pre-norm helps transformer training.
Split before subword tokenization.
Billions of images for large ViTs.
Reduce dynamical effects in diffraction.
Precious metal recovery reclaims gold silver and platinum from electronic waste.
Enlargement of precipitates.
Time evolution of precipitation.