Glossary entry
Sustainability (AI)
दिगोपन (एआई)
Definition (English)
Reducing the energy use and environmental impact of training and running AI.
अर्थ (नेपालीमा)
एआई तालिम र सञ्चालनको ऊर्जा खपत र वातावरणीय प्रभाव घटाउने काम।
Related terms
Other terms related to Sustainability (AI).
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Carbon Footprint (AI)
कार्बन फुटप्रिन्ट (एआई)
The greenhouse-gas emissions caused by training and running AI systems.
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Bagging
ब्यागिङ
Training many models on random data subsets and averaging them to reduce variance.
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Batch
ब्याच
A small subset of training data processed together in one step of training.
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Batch Inference
ब्याच इन्फरेन्स
Running predictions on many inputs together rather than one at a time.
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Batch Normalization
ब्याच नर्मलाइजेसन
A technique that stabilizes and speeds up training by normalizing layer inputs.
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Bias (in AI)
पूर्वाग्रह (एआईमा)
Systematic unfairness in AI outputs, often reflecting biases present in training data.
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Checkpoint
चेकपोइन्ट
A saved snapshot of a model's state during training so it can be resumed or reused.
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Convergence
अभिसरण
The point at which further training stops meaningfully improving a model.