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Equation 6 · Part 1 · Comparing the Main Approaches to AI Accelerator Architecture

Symbol U_compiler

UcompilerU_{\mathrm{compiler}}
UcompilerU_{\mathrm{compiler}}

What this part means

UcU_compiler is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

Its job in the formula

UcU_compiler is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.

The passage around this formula

Here TpeakT_{\mathrm{peak}} is the arithmetic identity fixed at design time, UhwU_{\mathrm{hw}} ∈\in (0,1] is the fraction of cycles the hardware keeps its arithmetic units genuinely busy on whatever workload is thrown at it, and UcompilerU_{\mathrm{compiler}} ∈\in (0,1] is the fraction of a program’s theoretically available parallelism that the compiler or mapper actually manages to expose to the hardware. A GPU’s SIMT scheduler mostly targets UhwU_{\mathrm{hw}} , hiding latency and filling gaps dynamically regardless of how well the…

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A subscript is a label attached below a symbol. It often selects a time step, component, category, or member of a sequence.

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