VariPipe: Low-overhead variable-clock synchronous pipelines
Bibliographic record
Abstract
Synchronous pipelines usually have a fixed clock frequency determined by the worst-case process-voltage-temperature (PVT) analysis of the most critical path. Higher operating frequencies are possible under typical PVT conditions, especially when the most critical path is not triggered. This paper introduces a design methodology that uses asynchronous design to generate the clock of a synchronous pipeline. The result is a variable clock period that changes cycle-by-cycle according to the current operations in the pipeline and the current PVT conditions. The paper also presents a simple design flow to implement variable-clock systems with standard cells using conventional synchronous design tools. The variable-clock pipeline technique has been tested on a 32-bit microprocessor in 90 nm technology. Post-layout simulations with three sets of benchmarks demonstrate that the variable-clock processor has a two-fold performance advantage over its fixed-clock counterpart. The overhead of the added clock generation circuit is merely 2.6% in area and 3% in energy consumption, compared to an earlier proposal that costs 100% overhead.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".