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Min Cost Network Flow C.Gebotys, ECE 602
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Reduce code size in DSP Processor
Load address_register, #value AR<=#value Load address_register2,#value2 AR2<=#value2 … addresses Load address_register+, register0 r0<=m[AR] , AR+ 3 … Load address_register2-, register7 r7<=m[AR2] , AR- 2 .. Load address_register2, register3 r3<=m[AR2] 1 note: if #value=3, #value2=2, could have optimally used only 1 AR In the solution
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Minimize #AR load instructions
Each memory access is represented by an address at a clock cycle. Assign each memory access to an address register If two memory accesses are assigned to one address register but the addresses are greater than ‘1’ unit apart, then a cost of one is assigned to that pair (since a post-increment/decrement is not supported. And an extra AR load instruction is required) Objective: minimize cost ie. Minimize # of AR load instructions
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Addr1 addr2 addr3 addr4 TIME
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Network flow S node T node
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Fixed Flow in Network Flow out of node s must be equal to F.
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Circulation S node T node
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Flow through all nodes We need to ensure each
Node will have a flow of 1 Through it Flow=1 on this arc THIS Must be a part of all network flow formulations (both fixed flow min cost and Min cost circulation formulations of the problem)
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Fix total amount of flow
Total flow = #address registers Alternatively we can use a circulation graph so that we do not need to fix the amount of flow. The cost of flow can be placed on the arc from t to s in graph
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