Inference time reduction
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Inference time reduction has 3 facts recorded in Dontopedia across 2 references.
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describesBenefitDescribes Benefit(1)
- Gpu Acceleration Benefit
ex:gpu-acceleration-benefit
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| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Performance Metric | [1] |
| Caused by | Disable Gradient Calculation | [2] |
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References (2)
ctx:claims/beam/c470eab1-38ce-41c3-9d0a-f012e744b156- full textbeam-chunktext/plain1 KB
doc:beam/c470eab1-38ce-41c3-9d0a-f012e744b156Show excerpt
```python def retrieve(queries): # Tokenize the queries inputs = tokenizer(queries, padding=True, truncation=True, return_tensors="pt") # Perform retrieval using the LLM outputs = model(**inputs…
ctx:claims/beam/cf0f131f-3746-4a4d-8090-55a6c610aac6- full textbeam-chunktext/plain1 KB
doc:beam/cf0f131f-3746-4a4d-8090-55a6c610aac6Show excerpt
# Test the batch inference function texts = ["This is a sample text"] * 5000 # Create a list of 5000 texts start_time = time.time() outputs = perform_batch_inference(texts) end_time = time.time() print(f"Inference time: {end_time - start_t…
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