AI Factory Glossary

multi-armed bandit,reinforcement learning

Sequential decision making with exploration-exploitation tradeoff.

multi-beam e-beam,lithography

Parallel electron beams for faster writing.

multi-beam mask writer, lithography

Parallel beams for faster mask writing.

multi-bit flip-flop,design

Single cell with multiple flip-flops.

multi-chamber tool,production

Single tool with multiple process chambers for sequential steps.

multi-channel separation, audio & speech

Multi-channel separation exploits spatial information from microphone arrays for improved source isolation.

multi-cloud training, infrastructure

Train across cloud providers.

multi-controlnet, generative models

Use multiple control inputs.

multi-corner multi-mode (mcmm),multi-corner multi-mode,mcmm,design

Analyze design at all operating conditions.

multi-criteria dispatching, operations

Consider multiple factors.

multi-crop testing, computer vision

Test on multiple crops of image.

multi-crop training in self-supervised, self-supervised learning

Train on crops of different sizes.

multi-crop training, self-supervised learning

Use multiple crops of different scales.

multi-cycle path, design & verification

Multi-cycle paths intentionally take multiple clock periods for signal propagation.

multi-diffusion, generative models

Generate large images in parts.

multi-domain rec, recommendation systems

Multi-domain recommendation jointly models user preferences across multiple domains leveraging shared patterns.

multi-exit networks, edge ai

Multiple exits at different depths.

multi-fidelity nas, neural architecture search

Multi-fidelity NAS evaluates architectures at different training lengths resolutions or data subsets for efficiency.

multi-finger transistor,rf design

Parallel transistors sharing source/drain.

multi-frame depth estimation, 3d vision

Use temporal information.

multi-frame optical flow, video understanding

Use multiple frames for better flow.

multi-frame super-resolution, video generation

Use temporal information for SR.

multi-goal rl, reinforcement learning

Handle multiple goals simultaneously.

multi-gpu training strategies, distributed training

Approaches to use multiple GPUs.

multi-head attention optimization, optimization

Efficient MHA implementation.

multi-hop reasoning in rag, rag

Combine information across documents.

multi-hop reasoning,reasoning

Chain multiple reasoning steps across documents.

multi-hop retrieval, rag

Multi-hop retrieval chains queries following references across documents.

multi-hop retrieval,rag

Follow chains of reasoning across multiple document retrievals.

multi-horizon forecast, time series models

Multi-horizon forecasting predicts multiple future time steps simultaneously or autoregressively.

multi-krum, federated learning

Variant using multiple closest updates.

multi-layer pdn, signal & power integrity

Multi-layer power distribution networks use multiple metal layers in parallel reducing overall impedance.

multi-layer perceptron for nerf, mlp, 3d vision

Network predicting density and color.

multi-layer transfer, advanced packaging

Transfer multiple layers sequentially.

multi-line code completion, code ai

Complete multiple lines at once.

multi-modal microscopy, metrology

Use multiple imaging modes together.

multi-modal retrieval, rag

Retrieve across modalities.

multi-node training, distributed training

Distributed across machines.

multi-object tracking,computer vision

Track multiple objects over time.

multi-objective materials optimization, materials science

Optimize multiple material properties.

multi-objective nas, neural architecture

Optimize accuracy latency and size together.

multi-objective optimization,optimization

Optimize competing goals simultaneously.

multi-objective process development, process

Develop process optimizing multiple goals.

multi-objective rec, recommendation systems

Multi-objective recommendation balances competing goals like engagement revenue and user satisfaction simultaneously.

multi-party dialogue, dialogue

Conversations with multiple participants.

multi-patterning decomposition,lithography

Split design into multiple masks for multi-patterning.

multi-patterning,lithography

Use multiple litho-etch cycles to achieve finer pitch than single exposure.

multi-project wafer (mpw),multi-project wafer,mpw,business

Share wafer among multiple customers to reduce prototyping cost.

multi-project wafer service, mpw, business

Share mask costs across designs.

multi-prompt composition, prompting

Combine multiple prompts.