1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
|
// See LICENSE for license details.
package firrtl.passes
import firrtl.ir._
import firrtl._
import net.jcazevedo.moultingyaml._
import net.jcazevedo.moultingyaml.DefaultYamlProtocol._
import AnalysisUtils._
import scala.collection.mutable
import firrtl.Mappers._
object CustomYAMLProtocol extends DefaultYamlProtocol {
// bottom depends on top
implicit val dr = yamlFormat4(DimensionRules)
implicit val md = yamlFormat2(MemDimension)
implicit val sr = yamlFormat4(SRAMRules)
implicit val wm = yamlFormat2(WMaskArg)
implicit val sc = yamlFormat11(SRAMCompiler)
}
case class DimensionRules(
min: Int,
// step size
inc: Int,
max: Int,
// these values should not be used, regardless of min,inc,max
illegal: Option[List[Int]]) {
def getValid = {
val range = (min to max by inc).toList
range.filterNot(illegal.getOrElse(List[Int]()).toSet)
}
}
case class MemDimension(
rules: Option[DimensionRules],
set: Option[List[Int]]) {
require (
if(rules == None) set != None else set == None,
"Should specify either rules or a list of valid options, but not both"
)
def getValid = set.getOrElse(rules.get.getValid).sorted
}
case class SRAMConfig(
ymux: String = "",
ybank: String = "",
width: Int,
depth: Int,
xsplit: Int = 1,
ysplit: Int = 1) {
// how many duplicate copies of this SRAM are needed
def num = xsplit * ysplit
def serialize(pattern: String): String = {
val fieldMap = getClass.getDeclaredFields.map { f =>
f.setAccessible(true)
f.getName -> f.get(this)
} toMap
val fieldDelimiter = """\[.*?\]""".r
val configOptions = fieldDelimiter.findAllIn(pattern).toList
configOptions.foldLeft(pattern)((b, a) => {
// Expects the contents of [] are valid configuration fields (otherwise key match error)
val fieldVal = {
try fieldMap(a.substring(1, a.length-1))
catch { case e: Exception => error("**SRAM config field incorrect**") }
}
b.replace(a, fieldVal.toString)
} )
}
}
// Ex: https://www.ece.cmu.edu/~ece548/hw/hw5/meml80.pdf
case class SRAMRules(
// column mux parameter (for adjusting aspect ratio)
ymux: (Int, String),
// vertical segmentation (banking -- tradeoff performance / area)
ybank: (Int, String),
width: MemDimension,
depth: MemDimension) {
def getValidWidths = width.getValid
def getValidDepths = depth.getValid
def getValidConfig(width: Int, depth: Int): Option[SRAMConfig] = {
if (getValidWidths.contains(width) && getValidDepths.contains(depth))
Some(SRAMConfig(ymux = ymux._2, ybank = ybank._2, width = width, depth = depth))
else
None
}
def getValidConfig(m: DefMemory): Option[SRAMConfig] = getValidConfig(bitWidth(m.dataType).intValue, m.depth)
}
case class WMaskArg(
t: String,
f: String)
// vendor-specific compilers
case class SRAMCompiler(
vendor: String,
node: String,
// i.e. RF, SRAM, etc.
memType: String,
portType: String,
wMaskArg: Option[WMaskArg],
// rules for valid SRAM flavors
rules: Seq[SRAMRules],
// path to executable
path: Option[String],
// (output) config file path
configFile: Option[String],
// config pattern
configPattern: Option[String],
// read documentation for details
defaultArgs: Option[String],
// default behavior (if not used) is to have wmask port width = datawidth/maskgran
// if true: wmask port width pre-filled to datawidth
fillWMask: Boolean) {
require(portType == "RW" || portType == "R,W", "Memory must be single port RW or dual port R,W")
require(
(configFile != None && configPattern != None && wMaskArg != None) || configFile == None,
"Config pattern must be provided with config file"
)
def ymuxVals = rules.map(_.ymux._1).sortWith(_ < _)
def ybankVals = rules.map(_.ybank._1).sortWith(_ > _)
// TODO: verify this default ordering works out
// optimize search for better FoM (area,power,clk); ymux has more effect
def defaultSearchOrdering = for (x <- ymuxVals; y <- ybankVals) yield {
rules.find(r => r.ymux._1 == x && r.ybank._1 == y).get
}
private val maskConfigOutputBuffer = new java.io.CharArrayWriter
private val noMaskConfigOutputBuffer = new java.io.CharArrayWriter
def append(m: DefMemory) : DefMemory = {
val validCombos = mutable.ArrayBuffer[SRAMConfig]()
defaultSearchOrdering foreach { r =>
val config = r.getValidConfig(m)
if (config != None) validCombos += config.get
}
// non empty if successfully found compiler option that supports depth/width
// TODO: don't just take first option
val usedConfig = {
if (validCombos.nonEmpty) validCombos.head
else getBestAlternative(m)
}
val usesMaskGran = containsInfo(m.info, "maskGran")
if (configPattern != None) {
val newConfig = usedConfig.serialize(configPattern.get) + "\n"
val currentBuff = {
if (usesMaskGran) maskConfigOutputBuffer
else noMaskConfigOutputBuffer
}
if (!currentBuff.toString.contains(newConfig))
currentBuff.append(newConfig)
}
val temp = appendInfo(m.info, "sramConfig" -> usedConfig)
val newInfo = if(usesMaskGran && fillWMask) appendInfo(temp, "maskGran" -> 1) else temp
m.copy(info = newInfo)
}
// TODO: Should you really be splitting in 2 if, say, depth is 1 more than allowed? should be thresholded and
// handled w/ a separate set of registers ?
// split memory until width, depth achievable via given memory compiler
private def getInRange(m: SRAMConfig): Seq[SRAMConfig] = {
val validXRange = mutable.ArrayBuffer[SRAMRules]()
val validYRange = mutable.ArrayBuffer[SRAMRules]()
defaultSearchOrdering foreach { r =>
if (m.width <= r.getValidWidths.max) validXRange += r
if (m.depth <= r.getValidDepths.max) validYRange += r
}
if (validXRange.isEmpty && validYRange.isEmpty)
getInRange(SRAMConfig(xsplit = 2*m.xsplit, ysplit = 2*m.ysplit, width = m.width/2, depth = m.depth/2))
else if (validXRange.isEmpty && validYRange.nonEmpty)
getInRange(SRAMConfig(xsplit = 2*m.xsplit, ysplit = m.ysplit, width = m.width/2, depth = m.depth))
else if (validXRange.nonEmpty && validYRange.isEmpty)
getInRange(SRAMConfig(xsplit = m.xsplit, ysplit = 2*m.ysplit, width = m.width, depth = m.depth/2))
else if (validXRange.intersect(validYRange).nonEmpty)
Seq(m)
else
getInRange(SRAMConfig(xsplit = m.xsplit, ysplit = 2*m.ysplit, width = m.width, depth = m.depth/2)) ++
getInRange(SRAMConfig(xsplit = 2*m.xsplit, ysplit = m.ysplit, width = m.width/2, depth = m.depth))
}
private def getBestAlternative(m: DefMemory): SRAMConfig = {
val validConfigs = getInRange(SRAMConfig(width = bitWidth(m.dataType).intValue, depth = m.depth))
val minNum = validConfigs.map(x => x.num).min
val validMinConfigs = validConfigs.filter(_.num == minNum)
val validMinConfigsSquareness = validMinConfigs.map(x => math.abs(x.width.toDouble/x.depth - 1) -> x).toMap
val squarestAspectRatio = validMinConfigsSquareness.map { case (aspectRatioDiff, _) => aspectRatioDiff } min
val validConfig = validMinConfigsSquareness(squarestAspectRatio)
val validRules = mutable.ArrayBuffer[SRAMRules]()
defaultSearchOrdering foreach { r =>
if (validConfig.width <= r.getValidWidths.max && validConfig.depth <= r.getValidDepths.max) validRules += r
}
// TODO: don't just take first option
// TODO: More optimal split if particular value is in range but not supported
// TODO: Support up to 2 read ports, 2 write ports; should be power of 2?
val bestRule = validRules.head
val memWidth = bestRule.getValidWidths.find(validConfig.width <= _).get
val memDepth = bestRule.getValidDepths.find(validConfig.depth <= _).get
bestRule.getValidConfig(width = memWidth, depth = memDepth).get.copy(xsplit = validConfig.xsplit, ysplit = validConfig.ysplit)
}
// TODO
def serialize = ???
}
// TODO: assumption that you would stick to just SRAMs or just RFs in a design -- is that true?
// Or is this where module-level transforms (rather than circuit-level) make sense?
class YamlFileReader(file: String) {
import CustomYAMLProtocol._
def parse[A](implicit reader: YamlReader[A]) : Seq[A] = {
if (new java.io.File(file).exists) {
val yamlString = scala.io.Source.fromFile(file).getLines.mkString("\n")
yamlString.parseYamls.flatMap(x =>
try Some(reader.read(x))
catch { case e: Exception => None }
)
}
else error("Yaml file doesn't exist!")
}
}
class YamlFileWriter(file: String) {
import CustomYAMLProtocol._
val outputBuffer = new java.io.CharArrayWriter
val separator = "--- \n"
def append(in: YamlValue) = {
outputBuffer.append(separator + in.prettyPrint)
}
def dump = {
val outputFile = new java.io.PrintWriter(file)
outputFile.write(outputBuffer.toString)
outputFile.close()
}
}
class AnnotateValidMemConfigs(reader: Option[YamlFileReader]) extends Pass {
import CustomYAMLProtocol._
def name = "Annotate memories with valid split depths, widths, #\'s"
// TODO: Consider splitting InferRW to analysis + actual optimization pass, in case sp doesn't exist
// TODO: Don't get first available?
case class SRAMCompilerSet(
sp: Option[SRAMCompiler] = None,
dp: Option[SRAMCompiler] = None) {
def serialize = {
if (sp != None) sp.get.serialize
if (dp != None) dp.get.serialize
}
}
val sramCompilers = {
if (reader == None) None
else {
val compilers = reader.get.parse[SRAMCompiler]
val sp = compilers.find(_.portType == "RW")
val dp = compilers.find(_.portType == "R,W")
Some(SRAMCompilerSet(sp = sp, dp = dp))
}
}
def run(c: Circuit) = {
def annotateModMems(m: Module) = {
def updateStmts(s: Statement): Statement = s match {
case m: DefMemory if containsInfo(m.info, "useMacro") => {
if (sramCompilers == None) m
else {
if (m.readwriters.length == 1)
if (sramCompilers.get.sp == None) error("Design needs RW port memory compiler!")
else sramCompilers.get.sp.get.append(m)
else
if (sramCompilers.get.dp == None) error("Design needs R,W port memory compiler!")
else sramCompilers.get.dp.get.append(m)
}
}
case b: Block => b map updateStmts
case s => s
}
m.copy(body=updateStmts(m.body))
}
val updatedMods = c.modules map {
case m: Module => annotateModMems(m)
case m: ExtModule => m
}
c.copy(modules = updatedMods)
}
}
|