13 def entropyTest(config,nb):  argument
29     config.writeInput(nb, inputs,"Input")
30     config.writeInputS16(nb, dims,"Dims")
31     config.writeReference(nb, outputs,"RefEntropy")
33 def logsumexpTest(config,nb):  argument
49     config.writeInput(nb, inputs,"Input")
50     config.writeInputS16(nb, dims,"Dims")
51     config.writeReference(nb, outputs,"RefLogSumExp")
53 def klTest(config,nb):  argument
58     vecDim = VECDIM[nb % len(VECDIM)]
77     config.writeInput(nb, inputsA,"InputA")
78     config.writeInput(nb, inputsB,"InputB")
79     config.writeInputS16(nb, dims,"Dims")
80     config.writeReference(nb, outputs,"RefKL")
82 def logSumExpDotTest(config,nb):  argument
87     vecDim = VECDIM[nb % len(VECDIM)]
114     config.writeInput(nb, inputsA,"InputA")
115     config.writeInput(nb, inputsB,"InputB")
116     config.writeInputS16(nb, dims,"Dims")
117     config.writeReference(nb, outputs,"RefLogSumExpDot")
119 def writeF16OnlyTests(config,nb):  argument
120     entropyTest(config,nb)
121     logsumexpTest(config,nb+1)
122     klTest(config,nb+2)
123     logSumExpDotTest(config,nb+3)
124     return(nb+4)
126 def writeF32OnlyTests(config,nb):  argument
127     entropyTest(config,nb)
128     logsumexpTest(config,nb+1)
129     klTest(config,nb+2)
130     logSumExpDotTest(config,nb+3)
131     return(nb+4)
133 def writeF64OnlyTests(config,nb):  argument
134     entropyTest(config,nb)
135     logsumexpTest(config,nb+1)
136     klTest(config,nb+2)
137     logSumExpDotTest(config,nb+3)
138     return(nb+4)
151 def generateMaxTests(config,nb,format,data):  argument
194       config.writeInput(nb, data,"InputMaxIndexMax")
196     config.writeReference(nb, maxvals,"MaxVals")
197     config.writeInputS16(nb, indexes,"MaxIndexes")
198     return(nb+1)
200 def generateMinTests(config,nb,format,data):  argument
243        config.writeInput(nb, data,"InputMinIndexMax")
244     config.writeReference(nb, maxvals,"MinVals")
245     config.writeInputS16(nb, indexes,"MinIndexes")
246     return(nb+1)
249 def generateMaxAbsTests(config,nb,format,data):  argument
299       config.writeInput(nb, data,"InputAbsMaxIndexMax")
302     config.writeReference(nb, maxvals,"AbsMaxVals")
303     config.writeInputS16(nb, indexes,"AbsMaxIndexes")
305     return(nb+1)
307 def generateMinAbsTests(config,nb,format,data):  argument
350        config.writeInput(nb, data,"InputAbsMinIndexMax")
351     config.writeReference(nb, maxvals,"AbsMinVals")
352     config.writeInputS16(nb, indexes,"AbsMinIndexes")
353     return(nb+1)
369    nb = len(data1)
371    return(np.dot(err,err) / nb)
382 def generateFuncTests(config,nb,format,data,func,name):  argument
402     config.writeReference(nb, funcvals,name)
403     return(nb+1)
405 def generateOperatorTests(config,nb,format,data1,data2,func,name):  argument
425     config.writeReference(nb, funcvals,name)
426     return(nb+1)
428 def generatePowerTests(config,nb,format,data):  argument
445       config.writeReferenceQ63(nb, funcvals,"PowerVals")
447       config.writeReferenceQ31(nb, funcvals,"PowerVals")
449       config.writeReference(nb, funcvals,"PowerVals")
450     return(nb+1)
452 def writeTests(config,nb,format):  argument
476     nb=generateMaxTests(config,nb,format,data1)
477     nb=generateFuncTests(config,nb,format,data2,averageTest,"MeanVals")
478     nb=generateMinTests(config,nb,format,data1)
479     nb=generatePowerTests(config,nb,format,data1)
480     nb=generateFuncTests(config,nb,format,data1,rmsTest,"RmsVals")
481     nb=generateFuncTests(config,nb,format,data1,stdTest,"StdVals")
482     nb=generateFuncTests(config,nb,format,data1,varTest,"VarVals")
483     return(nb)
487 def writeNewsTests(config,nb,format):  argument
509     nb=generateMaxAbsTests(config,nb,format,data1)
510     nb=generateMinAbsTests(config,nb,format,data1)
513     nb=generateOperatorTests(config,nb,format,data1,data2,mseTest,"MSEVals")
515     return(nb)
517 def writeAccumulateTests(config,nb,format):  argument
537     for nb in nbsamples[1:]:
538         t = np.sum(data1[:nb])
545     return(nb+1)
588     nb=writeTests(configf32,1,0)
589     nb=writeF32OnlyTests(configf32,22)
590     nb=writeNewsTests(configf32,nb,Tools.F32)
591     nb=writeAccumulateTests(configf32,nb,Tools.F32)
593     nb=writeTests(configf64,1,Tools.F64)
594     nb=writeF64OnlyTests(configf64,22)
595     nb=writeNewsTests(configf64,nb,Tools.F64)
596     nb=writeAccumulateTests(configf64,nb,Tools.F64)
598     nb=writeTests(configq31,1,31)
599     nb=writeNewsTests(configq31,nb,Tools.Q31)
601     nb=writeTests(configq15,1,15)
602     nb=writeNewsTests(configq15,nb,Tools.Q15)
604     nb=writeTests(configq7,1,7)
605     nb=writeNewsTests(configq7,nb,Tools.Q7)
607     nb=writeTests(configf16,1,16)
608     nb=writeF16OnlyTests(configf16,22)
609     nb=writeNewsTests(configf16,nb,Tools.F16)
610     nb=writeAccumulateTests(configf16,nb,Tools.F16)