Start cost function refactor
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@@ -13,6 +13,60 @@ import scala.collection.mutable.{ArrayBuffer, HashMap}
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import java.io.{File, FileWriter}
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import Utils._
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/**
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* Trait which can calculate the cost of compiling a memory against a certain
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* library memory macro using a cost function.
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*/
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// TODO: eventually explore compiling a single target memory using multiple
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// different kinds of target memory.
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trait CostMetric {
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/**
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* Cost function that returns the cost of compiling a memory using a certain
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* macro.
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*
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* @param mem Memory macro to compile (target memory)
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* @param lib Library memory macro to use (library memory)
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* @return The cost of this compile, defined by this cost metric, or None if
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* it cannot be compiled.
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*/
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def cost(mem: Macro, lib: Macro): Option[BigInt]
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}
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/** Some default cost functions. */
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object PalmerMetric extends CostMetric {
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override def cost(mem: Macro, lib: Macro): Option[BigInt] = {
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/* Palmer: A quick cost function (that must be kept in sync with
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* memory_cost()) that attempts to avoid compiling unncessary
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* memories. This is a lower bound on the cost of compiling a
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* memory: it assumes 100% bit-cell utilization when mapping. */
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// val cost = 100 * (mem.depth * mem.width) / (lib.depth * lib.width) +
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// (mem.depth * mem.width)
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???
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}
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}
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// The current default metric in barstools, re-defined by Donggyu.
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object NewDefaultMetric extends CostMetric {
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override def cost(mem: Macro, lib: Macro): Option[BigInt] = {
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val memMask = mem.src.ports map (_.maskGran) find (_.isDefined) map (_.get)
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val libMask = lib.src.ports map (_.maskGran) find (_.isDefined) map (_.get)
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val memWidth = (memMask, libMask) match {
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case (Some(1), Some(1)) | (None, _) => mem.src.width
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case (Some(p), _) => p // assume that the memory consists of smaller chunks
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}
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return Some(
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(((mem.src.depth - 1) / lib.src.depth) + 1) *
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(((memWidth - 1) / lib.src.width) + 1) *
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(lib.src.depth * lib.src.width + 1) // weights on # cells
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)
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}
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}
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object CostMetric {
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/** Define some default metric. */
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val default: CostMetric = NewDefaultMetric
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}
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object MacroCompilerAnnotation {
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def apply(c: String, mem: File, lib: Option[File], synflops: Boolean): Annotation =
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apply(c, mem.toString, lib map (_.toString), synflops)
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@@ -335,27 +389,17 @@ class MacroCompilerPass(mems: Option[Seq[Macro]],
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System.err println s"INFO: unable to compile ${mem.src.name} using ${lib.src.name} port count must match"
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(best, cost)
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case ((best, cost), lib) =>
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/* Palmer: A quick cost function (that must be kept in sync with
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* memory_cost()) that attempts to avoid compiling unncessary
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* memories. This is a lower bound on the cost of compiling a
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* memory: it assumes 100% bit-cell utilization when mapping. */
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// val cost = 100 * (mem.depth * mem.width) / (lib.depth * lib.width) +
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// (mem.depth * mem.width)
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// Donggyu: I re-define cost
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val memMask = mem.src.ports map (_.maskGran) find (_.isDefined) map (_.get)
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val libMask = lib.src.ports map (_.maskGran) find (_.isDefined) map (_.get)
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val memWidth = (memMask, libMask) match {
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case (Some(1), Some(1)) | (None, _) => mem.src.width
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case (Some(p), _) => p // assume that the memory consists of smaller chunks
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}
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val newCost = (((mem.src.depth - 1) / lib.src.depth) + 1) *
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(((memWidth - 1) / lib.src.width) + 1) *
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(lib.src.depth * lib.src.width + 1) // weights on # cells
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System.err.println(s"Cost of ${lib.src.name} for ${mem.src.name}: ${newCost}")
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if (newCost > cost) (best, cost)
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else compile(mem, lib) match {
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case None => (best, cost)
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case Some(p) => (Some(p), newCost)
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// Run the cost function to evaluate this potential compile.
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CostMetric.default.cost(mem, lib) match {
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case Some(newCost) => {
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System.err.println(s"Cost of ${lib.src.name} for ${mem.src.name}: ${newCost}")
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if (newCost > cost) (best, cost)
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else compile(mem, lib) match {
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case None => (best, cost)
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case Some(p) => (Some(p), newCost)
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}
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}
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case _ => (best, cost) // Cost function rejected this combination.
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}
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}
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