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AI Factory Glossary

9,967 technical terms and definitions

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wafer price,business

Cost charged by foundry per processed wafer.

wafer sort / probe,testing

Electrical test of dies on wafer before dicing.

wafer sorter, manufacturing operations

Wafer sorters automatically classify and route wafers based on test results.

wafer sorting / binning,metrology

Classify wafers or dies by electrical test results.

wafer starts,production

Number of wafers entering production.

wafer stress measurement, metrology

Measure mechanical stress in wafers using Raman or XRD.

wafer surface preparation,process

Pre-treatment before critical process steps.

wafer test data, advanced test & probe

Wafer test data includes parametric electrical measurements and spatial coordinates used for yield analysis and defect detection.

wafer thickness variation, metrology

Non-uniformity in wafer thickness across the wafer.

wafer thinning, process

Reduce wafer thickness.

wafer thinning,production

Reduce wafer thickness for 3D integration or packaging.

wafer warpage,production

Bowing or distortion of wafer from stress or temperature.

wafer-level csp, wlcsp, packaging

CSP fabricated at wafer level.

wafer-level modeling,simulation

Predict across-wafer variations.

wafer-level packaging, wlp, packaging

Package at wafer level.

wafer-level testing strategies, testing

Approaches to testing dies on wafer.

wafer-scale integration,hardware

Entire silicon wafer as single chip (Cerebras).

wafer-to-wafer control, process control

Adjust for each wafer.

wafer,silicon,die

Wafer is silicon disk with many dies. Each die is one chip. Yield = percentage of working dies.

waiting waste, manufacturing operations

Waiting waste occurs when resources idle between operations.

waiting waste, production

Idle time in process.

waiver, quality

One-time approval for deviation.

wandb,track,visualize

Weights & Biases tracks experiments. Rich visualization, sweeps.

warm spare, production

Backup partially ready.

warm-start nas, neural architecture search

Warm-starting neural architecture search initializes search with promising architectures from prior knowledge or searches.

warmup epochs in vit, computer vision

Learning rate warmup period.

warmup for large batch, optimization

Gradual warmup for stability.

warmup,model training

Gradually increase learning rate at start of training for stability.

warmup,scheduler,lr schedule

Learning rate warmup starts low, increases gradually. Schedulers decay LR over time. Helps training stability and convergence.

warning method, quality & reliability

Warning methods alert operators to potential errors enabling prevention.

warp loss, warp, recommendation systems

Weighted Approximate-Rank Pairwise loss focuses on top-ranked items for ranking optimization.

warp scheduling, hardware

GPU thread scheduling.

warp,wavefront,thread group

Warp (NVIDIA) or Wavefront (AMD) is group of threads executing together. Typically 32 threads. SIMT execution.

warpage from cte mismatch, reliability

Bending due to thermal stress.

warpage measurement, failure analysis advanced

Warpage measurement quantifies package deformation using shadow moiré or laser profilometry.

warranty returns, business

Failed units returned under warranty.

waste elimination, manufacturing operations

Waste elimination removes non-value-adding activities improving efficiency and reducing cost.

waste identification, production

Find non-value-adding activities.

waste minimization, environmental & sustainability

Waste minimization reduces hazardous waste generation through process optimization and substitution.

waste treatment,facility

Process and neutralize chemical waste before disposal.

wastewater treatment, environmental & sustainability

Wastewater treatment removes contaminants from fab effluent through chemical neutralization precipitation filtration and biological processes.

wat (wafer acceptance test),wat,wafer acceptance test,metrology

Electrical tests on test structures to verify process.

water footprint, environmental & sustainability

Water footprint quantifies total water consumption and quality degradation from semiconductor manufacturing operations.

water intensity, environmental & sustainability

Water intensity measures water consumption per unit production quantifying manufacturing efficiency.

water recycling, environmental & sustainability

Water recycling systems treat and reuse process water reducing consumption through technologies like reverse osmosis and filtration.

water recycling,facility

Treat and reuse wastewater to reduce consumption.

water resistivity,facility

Measure of water purity (18.2 MΩcdotcm for UPW).

water reuse rate, environmental & sustainability

Water reuse rate is percentage of water recycled for reuse reducing fresh water consumption.

watermark,detection,provenance

Watermarking embeds detectable patterns in AI outputs. Helps identify AI-generated content.

watermarking for ai content,ai safety

Embed signatures in AI-generated text or images.