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Equation 1 · Part 3 · Comparing the Main Approaches to AI Accelerator Architecture

Symbol U_hw

Tachieved=Tpeak⋅Uhw⋅UcompilerT_{\mathrm{achieved}} = T_{\mathrm{peak}} \cdot U_{\mathrm{hw}} \cdot U_{\mathrm{compiler}}
UhwU_{\mathrm{hw}}

What this part means

UhU_hw is one factor in the product that computes the quantity on the left.

Its job in the formula

UhU_hw is one factor in the product that computes the quantity on the left.

The passage around this formula

…device can theoretically do from what a piece of software actually gets it to do, and splits that gap into two distinct causes: Tachieved=Tpeak⋅Uhw⋅UcompilerT_{\mathrm{achieved}} = T_{\mathrm{peak}} \cdot U_{\mathrm{hw}} \cdot U_{\mathrm{compiler}}. 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…

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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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