From f98573b7bff0c1972819b4aede5572e1876dc3de Mon Sep 17 00:00:00 2001 From: Sean Connolly Date: Sun, 1 Feb 2015 10:41:39 +0100 Subject: [PATCH 01/56] Added ignore for IntelliJ IDEA iml files --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 2eff84a4..ebb9b497 100644 --- a/.gitignore +++ b/.gitignore @@ -2,6 +2,7 @@ /build /doc .idea/ +*.iml .gradle .settings .classpath From 87d3d513b76c8d406147d454922410d3a3f03fcd Mon Sep 17 00:00:00 2001 From: Sean Connolly Date: Sun, 1 Feb 2015 10:46:59 +0100 Subject: [PATCH 02/56] Added slf4j-api --- build.gradle | 1 + pom.xml | 7 ++++++- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/build.gradle b/build.gradle index 2c5c3d40..13ec7739 100644 --- a/build.gradle +++ b/build.gradle @@ -34,6 +34,7 @@ dependencies { compile group: 'com.fasterxml.jackson.core', name: 'jackson-annotations', version:'2.4.4' compile group: 'com.fasterxml.jackson.core', name: 'jackson-core', version:'2.4.4' compile group: 'com.fasterxml.jackson.core', name: 'jackson-databind', version:'2.4.4' + compile group: 'org.slf4j', name: 'slf4j-api', version:'1.7.10' testCompile group: 'junit', name: 'junit', version:'4.11' } diff --git a/pom.xml b/pom.xml index de504514..98e3c343 100644 --- a/pom.xml +++ b/pom.xml @@ -70,7 +70,12 @@ com.fasterxml.jackson.core jackson-databind 2.4.4 - + + + org.slf4j + slf4j-api + 1.7.10 + From 8f80ed963a28d257e4cda942cce5938ac6098616 Mon Sep 17 00:00:00 2001 From: Sean Connolly Date: Sun, 1 Feb 2015 10:49:20 +0100 Subject: [PATCH 03/56] Added logback for tests. --- build.gradle | 1 + pom.xml | 6 ++++++ src/test/resources/logback-test.xml | 11 +++++++++++ 3 files changed, 18 insertions(+) create mode 100644 src/test/resources/logback-test.xml diff --git a/build.gradle b/build.gradle index 13ec7739..a51edf0c 100644 --- a/build.gradle +++ b/build.gradle @@ -36,6 +36,7 @@ dependencies { compile group: 'com.fasterxml.jackson.core', name: 'jackson-databind', version:'2.4.4' compile group: 'org.slf4j', name: 'slf4j-api', version:'1.7.10' testCompile group: 'junit', name: 'junit', version:'4.11' + testCompile group: 'ch.qos.logback', name: 'logback-classic', version:'1.1.2' } // create Gradle wrapper with command line `gradle wrapper` in terminal diff --git a/pom.xml b/pom.xml index 98e3c343..5a62f768 100644 --- a/pom.xml +++ b/pom.xml @@ -76,6 +76,12 @@ slf4j-api 1.7.10 + + ch.qos.logback + logback-classic + 1.1.2 + test + diff --git a/src/test/resources/logback-test.xml b/src/test/resources/logback-test.xml new file mode 100644 index 00000000..8a818395 --- /dev/null +++ b/src/test/resources/logback-test.xml @@ -0,0 +1,11 @@ + + + + %d{HH:mm:ss.SSS} [%thread] %5p %c{1}:%L - %m%n + + + + + + + \ No newline at end of file From fb0532705c5eff8a9916714db536014724cfd412 Mon Sep 17 00:00:00 2001 From: Sean Connolly Date: Sun, 1 Feb 2015 11:00:35 +0100 Subject: [PATCH 04/56] Replaced verbosity 2 with slf4j trace. --- .../numenta/nupic/encoders/LogEncoder.java | 126 +++++++++--------- 1 file changed, 63 insertions(+), 63 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/LogEncoder.java b/src/main/java/org/numenta/nupic/encoders/LogEncoder.java index ec9ca334..31d5ee41 100644 --- a/src/main/java/org/numenta/nupic/encoders/LogEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/LogEncoder.java @@ -35,15 +35,17 @@ import org.numenta.nupic.FieldMetaType; import org.numenta.nupic.util.MinMax; import org.numenta.nupic.util.Tuple; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; /** * DOCUMENTATION TAKEN DIRECTLY FROM THE PYTHON VERSION: - * + * * This class wraps the ScalarEncoder class. * A Log encoder represents a floating point value on a logarithmic scale. - * valueToEncode = log10(input) - * + * valueToEncode = log10(input) + * * w -- number of bits to set in output * minval -- minimum input value. must be greater than 0. Lower values are * reset to this value @@ -51,7 +53,7 @@ * periodic -- If true, then the input value "wraps around" such that minval = * maxval For a periodic value, the input must be strictly less than * maxval, otherwise maxval is a true upper bound. - * + * * Exactly one of n, radius, resolution must be set. "0" is a special * value that means "not set". * n -- number of bits in the representation (must be > w) @@ -63,29 +65,31 @@ * in the output. In terms of the original input values, this * means 10^1 (1) and 10^1.1 (1.25) will be distinguishable. * name -- an optional string which will become part of the description - * verbosity -- level of debugging output you want the encoder to provide. * clipInput -- if true, non-periodic inputs smaller than minval or greater * than maxval will be clipped to minval/maxval * forced -- (default False), if True, skip some safety checks */ public class LogEncoder extends Encoder { + + private static final Logger LOG = LoggerFactory.getLogger(LogEncoder.class); + private ScalarEncoder encoder; private double minScaledValue, maxScaledValue; /** * Constructs a new {@code LogEncoder} */ LogEncoder() {} - + /** - * Returns a builder for building LogEncoders. + * Returns a builder for building LogEncoders. * This builder may be reused to produce multiple builders - * + * * @return a {@code LogEncoder.Builder} */ public static Encoder.Builder builder() { return new LogEncoder.Builder(); } - + /** * w -- number of bits to set in output * minval -- minimum input value. must be greater than 0. Lower values are @@ -94,7 +98,7 @@ public static Encoder.Builder builder() { * periodic -- If true, then the input value "wraps around" such that minval = * maxval For a periodic value, the input must be strictly less than * maxval, otherwise maxval is a true upper bound. - * + * * Exactly one of n, radius, resolution must be set. "0" is a special * value that means "not set". * n -- number of bits in the representation (must be > w) @@ -106,7 +110,6 @@ public static Encoder.Builder builder() { * in the output. In terms of the original input values, this * means 10^1 (1) and 10^1.1 (1.25) will be distinguishable. * name -- an optional string which will become part of the description - * verbosity -- level of debugging output you want the encoder to provide. * clipInput -- if true, non-periodic inputs smaller than minval or greater * than maxval will be clipped to minval/maxval * forced -- (default False), if True, skip some safety checks @@ -118,28 +121,28 @@ public void init() { if (getW() == 0) { setW(5); } - + // maxVal defaults to 10000. if (getMaxVal() == 0.0) { setMaxVal(10000.); } - + if (getMinVal() < lowLimit) { setMinVal(lowLimit); } - + if (getMinVal() >= getMaxVal()) { - throw new IllegalStateException("Max val must be larger than min val or the lower limit " + + throw new IllegalStateException("Max val must be larger than min val or the lower limit " + "for this encoder " + String.format("%.7f", lowLimit)); } - + minScaledValue = Math.log10(getMinVal()); maxScaledValue = Math.log10(getMaxVal()); - + if(minScaledValue >= maxScaledValue) { throw new IllegalStateException("Max val must be larger, in log space, than min val."); } - + // There are three different ways of thinking about the representation. Handle // each case here. encoder = ScalarEncoder.builder() @@ -150,17 +153,16 @@ public void init() { .n(getN()) .radius(getRadius()) .resolution(getResolution()) - .verbosity(getVerbosity()) .clipInput(clipInput()) .forced(isForced()) .name(getName()) .build(); - + setN(encoder.getN()); setResolution(encoder.getResolution()); setRadius(encoder.getRadius()); } - + @Override public int getWidth() { @@ -176,7 +178,7 @@ public boolean isDelta() { public List getDescription() { return encoder.getDescription(); } - + /** * {@inheritDoc} */ @@ -184,7 +186,7 @@ public List getDescription() { public List getDecoderOutputFieldTypes() { return encoder.getDecoderOutputFieldTypes(); } - + /** * Convert the input, which is in normal space, into log space * @param input Value in normal space. @@ -204,23 +206,23 @@ private Double getScaledValue(double input) { return Math.log10(val); } } - + /** * Returns the bucket indices. - * - * @param input + * + * @param input */ @Override public int[] getBucketIndices(double input) { Double scaledVal = getScaledValue(input); - + if (scaledVal == null) { return new int[]{}; } else { return encoder.getBucketIndices(scaledVal); } } - + /** * Encodes inputData and puts the encoded value into the output array, * which is a 1-D array of length returned by {@link Connections#getW()}. @@ -228,23 +230,21 @@ public int[] getBucketIndices(double input) { * Note: The output array is reused, so clear it before updating it. * @param inputData Data to encode. This should be validated by the encoder. * @param output 1-D array of same length returned by {@link Connections#getW()} - * + * * @return */ @Override public void encodeIntoArray(Double input, int[] output) { Double scaledVal = getScaledValue(input); - + if (scaledVal == null) { Arrays.fill(output, 0); } else { encoder.encodeIntoArray(scaledVal, output); - - if (getVerbosity() >= 2) { - System.out.print("input: " + input); - System.out.print(" scaledVal: " + scaledVal); - System.out.println(" output: " + Arrays.toString(output)); - } + + LOG.trace("input: " + input); + LOG.trace(" scaledVal: " + scaledVal); + LOG.trace(" output: " + Arrays.toString(output)); } } @@ -255,22 +255,22 @@ public void encodeIntoArray(Double input, int[] output) { public DecodeResult decode(int[] encoded, String parentFieldName) { // Get the scalar values from the underlying scalar encoder DecodeResult decodeResult = encoder.decode(encoded, parentFieldName); - + Map fields = decodeResult.getFields(); - + if (fields.keySet().size() == 0) { return decodeResult; } - + // Convert each range into normal space RangeList inRanges = (RangeList) fields.values().toArray()[0]; RangeList outRanges = new RangeList(new ArrayList(), ""); for (MinMax minMax : inRanges.getRanges()) { - MinMax scaledMinMax = new MinMax( Math.pow(10, minMax.min()), + MinMax scaledMinMax = new MinMax( Math.pow(10, minMax.min()), Math.pow(10, minMax.max())); outRanges.add(scaledMinMax); } - + // Generate a text description of the ranges String desc = ""; int numRanges = outRanges.size(); @@ -286,20 +286,20 @@ public DecodeResult decode(int[] encoded, String parentFieldName) { } } outRanges.setDescription(desc); - + String fieldName; if (!parentFieldName.equals("")) { fieldName = String.format("%s.%s", parentFieldName, getName()); } else { fieldName = getName(); } - + Map outFields = new HashMap(); outFields.put(fieldName, outRanges); - + List fieldNames = new ArrayList(); fieldNames.add(fieldName); - + return new DecodeResult(outFields, fieldNames); } @@ -309,11 +309,11 @@ public DecodeResult decode(int[] encoded, String parentFieldName) { @SuppressWarnings("unchecked") @Override public List getBucketValues(Class t) { - // Need to re-create? + // Need to re-create? if(bucketValues == null) { List scaledValues = encoder.getBucketValues(t); bucketValues = new ArrayList(); - + for (S scaledValue : scaledValues) { double value = Math.pow(10, (Double)scaledValue); ((List)bucketValues).add(value); @@ -321,7 +321,7 @@ public List getBucketValues(Class t) { } return (List)bucketValues; } - + /** * {@inheritDoc} */ @@ -330,10 +330,10 @@ public List getBucketInfo(int[] buckets) { EncoderResult scaledResult = encoder.getBucketInfo(buckets).get(0); double scaledValue = (Double)scaledResult.getValue(); double value = Math.pow(10, scaledValue); - + return Arrays.asList(new EncoderResult(value, value, scaledResult.getEncoding())); } - + /** * {@inheritDoc} */ @@ -342,17 +342,17 @@ public List topDownCompute(int[] encoded) { EncoderResult scaledResult = encoder.topDownCompute(encoded).get(0); double scaledValue = (Double)scaledResult.getValue(); double value = Math.pow(10, scaledValue); - + return Arrays.asList(new EncoderResult(value, value, scaledResult.getEncoding())); } - + /** * {@inheritDoc} */ @Override public TDoubleList closenessScores(TDoubleList expValues, TDoubleList actValues, boolean fractional) { TDoubleList retVal = new TDoubleArrayList(); - + double expValue, actValue; if (expValues.get(0) > 0) { expValue = Math.log10(expValues.get(0)); @@ -364,7 +364,7 @@ public TDoubleList closenessScores(TDoubleList expValues, TDoubleList actValues, } else { actValue = minScaledValue; } - + double closeness; if (fractional) { double err = Math.abs(expValue - actValue); @@ -374,18 +374,18 @@ public TDoubleList closenessScores(TDoubleList expValues, TDoubleList actValues, } else { closeness = Math.abs(expValue - actValue);; } - + retVal.add(closeness); return retVal; } - + /** * Returns a {@link EncoderBuilder} for constructing {@link ScalarEncoder}s - * + * * The base class architecture is put together in such a way where boilerplate * initialization can be kept to a minimum for implementing subclasses, while avoiding * the mistake-proneness of extremely long argument lists. - * + * * @see ScalarEncoder.Builder#setStuff(int) */ public static class Builder extends Encoder.Builder { @@ -393,20 +393,20 @@ private Builder() {} @Override public LogEncoder build() { - //Must be instantiated so that super class can initialize + //Must be instantiated so that super class can initialize //boilerplate variables. encoder = new LogEncoder(); - + //Call super class here super.build(); - + //////////////////////////////////////////////////////// // Implementing classes would do setting of specific // // vars here together with any sanity checking // //////////////////////////////////////////////////////// - + ((LogEncoder)encoder).init(); - + return (LogEncoder)encoder; } } From 35ab0dbd11f458e62d782e44b27490ad3ae87435 Mon Sep 17 00:00:00 2001 From: Sean Connolly Date: Sun, 1 Feb 2015 11:01:46 +0100 Subject: [PATCH 05/56] Replaced verbosity 2 with slf4j trace. --- .../numenta/nupic/encoders/ScalarEncoder.java | 218 +++++++++--------- 1 file changed, 106 insertions(+), 112 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java b/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java index 6f6bb0ce..77ee65e6 100644 --- a/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java @@ -31,6 +31,8 @@ import org.numenta.nupic.util.MinMax; import org.numenta.nupic.util.SparseObjectMatrix; import org.numenta.nupic.util.Tuple; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; import java.util.ArrayList; import java.util.Arrays; @@ -41,7 +43,7 @@ /** * DOCUMENTATION TAKEN DIRECTLY FROM THE PYTHON VERSION: - * + * * A scalar encoder encodes a numeric (floating point) value into an array * of bits. The output is 0's except for a contiguous block of 1's. The * location of this contiguous block varies continuously with the input value. @@ -149,25 +151,28 @@ * resolution = radius / w * n = w * range/radius (periodic) * n = w * range/radius + 2 * h (non-periodic) - * + * * @author metaware */ public class ScalarEncoder extends Encoder { + + private static final Logger LOG = LoggerFactory.getLogger(ScalarEncoder.class); + /** * Constructs a new {@code ScalarEncoder} */ ScalarEncoder() {} - + /** - * Returns a builder for building ScalarEncoders. + * Returns a builder for building ScalarEncoders. * This builder may be reused to produce multiple builders - * + * * @return a {@code ScalarEncoder.Builder} */ public static Encoder.Builder builder() { return new ScalarEncoder.Builder(); } - + /** * Returns true if the underlying encoder works on deltas */ @@ -175,7 +180,7 @@ public static Encoder.Builder builder() { public boolean isDelta() { return false; } - + /** * w -- number of bits to set in output * minval -- minimum input value @@ -189,7 +194,7 @@ public boolean isDelta() { * representations * resolution -- inputs separated by more than, or equal to this distance will have different * representations - * + * * name -- an optional string which will become part of the description * * clipInput -- if true, non-periodic inputs smaller than minval or greater @@ -202,29 +207,29 @@ public void init() { throw new IllegalStateException( "W must be an odd number (to eliminate centering difficulty)"); } - + setHalfWidth((getW() - 1) / 2); - + // For non-periodic inputs, padding is the number of bits "outside" the range, // on each side. I.e. the representation of minval is centered on some bit, and // there are "padding" bits to the left of that centered bit; similarly with // bits to the right of the center bit of maxval setPadding(isPeriodic() ? 0 : getHalfWidth()); - + if(!Double.isNaN(getMinVal()) && !Double.isNaN(getMinVal())) { if(getMinVal() >= getMaxVal()) { throw new IllegalStateException("maxVal must be > minVal"); } setRangeInternal(getMaxVal() - getMinVal()); } - + // There are three different ways of thinking about the representation. Handle // each case here. initEncoder(getW(), getMinVal(), getMaxVal(), getN(), getRadius(), getResolution()); - + //nInternal represents the output area excluding the possible padding on each side setNInternal(getN() - 2 * getPadding()); - + if(getName() == null) { if((getMinVal() % ((int)getMinVal())) > 0 || (getMaxVal() % ((int)getMaxVal())) > 0) { @@ -233,18 +238,18 @@ public void init() { setName("[" + (int)getMinVal() + ":" + (int)getMaxVal() + "]"); } } - + //Checks for likely mistakes in encoder settings if(!isForced()) { checkReasonableSettings(); } description.add(new Tuple(2, (name = getName()).equals("None") ? "[" + (int)getMinVal() + ":" + (int)getMaxVal() + "]" : name, 0)); } - + /** - * There are three different ways of thinking about the representation. + * There are three different ways of thinking about the representation. * Handle each case here. - * + * * @param c * @param minVal * @param maxVal @@ -260,9 +265,9 @@ public void initEncoder(int w, double minVal, double maxVal, int n, double radiu }else{ setResolution(getRangeInternal() / getN()); } - + setRadius(getW() * getResolution()); - + if(isPeriodic()) { setRange(getRangeInternal()); }else{ @@ -278,13 +283,13 @@ public void initEncoder(int w, double minVal, double maxVal, int n, double radiu throw new IllegalStateException( "One of n, radius, resolution must be specified for a ScalarEncoder"); } - + if(isPeriodic()) { setRange(getRangeInternal()); }else{ setRange(getRangeInternal() + getResolution()); } - + double nFloat = w * (getRange() / getRadius()) + 2 * getPadding(); setN((int)Math.ceil(nFloat)); } @@ -294,7 +299,7 @@ public void initEncoder(int w, double minVal, double maxVal, int n, double radiu * Return the bit offset of the first bit to be set in the encoder output. * For periodic encoders, this can be a negative number when the encoded output * wraps around. - * + * * @param c the memory * @param input the input data * @return an encoded array @@ -305,10 +310,7 @@ public Integer getFirstOnBit(double input) { }else{ if(input < getMinVal()) { if(clipInput() && !isPeriodic()) { - if(getVerbosity() > 0) { - System.out.println("Clipped input " + getName() + - "=" + input + " to minval " + getMinVal()); - } + LOG.info("Clipped input " + getName() + "=" + input + " to minval " + getMinVal()); input = getMinVal(); }else{ throw new IllegalStateException("input (" + input +") less than range (" + @@ -316,7 +318,7 @@ public Integer getFirstOnBit(double input) { } } } - + if(isPeriodic()) { if(input >= getMaxVal()) { throw new IllegalStateException("input (" + input +") greater than periodic range (" + @@ -325,10 +327,7 @@ public Integer getFirstOnBit(double input) { }else{ if(input > getMaxVal()) { if(clipInput()) { - if(getVerbosity() > 0) { - System.out.println("Clipped input " + getName() + "=" + input + " to maxval " + getMaxVal()); - } - + LOG.info("Clipped input " + getName() + "=" + input + " to maxval " + getMaxVal()); input = getMaxVal(); }else{ throw new IllegalStateException("input (" + input +") greater than periodic range (" + @@ -336,17 +335,17 @@ public Integer getFirstOnBit(double input) { } } } - + int centerbin; if(isPeriodic()) { centerbin = ((int)((input - getMinVal()) * getNInternal() / getRange())) + getPadding(); }else{ centerbin = ((int)(((input - getMinVal()) + getResolution()/2) / getResolution())) + getPadding(); } - + return centerbin - getHalfWidth(); } - + /** * Check if the settings are reasonable for the SpatialPooler to work * @param c @@ -357,7 +356,7 @@ public void checkReasonableSettings() { "Number of bits in the SDR (%d) must be greater than 2, and recommended >= 21 (use forced=True to override)"); } } - + /** * {@inheritDoc} */ @@ -365,7 +364,7 @@ public void checkReasonableSettings() { public List getDecoderOutputFieldTypes() { return Arrays.asList(FieldMetaType.FLOAT); } - + /** * Should return the output width, in bits. */ @@ -373,23 +372,23 @@ public List getDecoderOutputFieldTypes() { public int getWidth() { return getN(); } - + /** * {@inheritDoc} * NO-OP */ @Override public int[] getBucketIndices(String input) { return null; } - + /** * Returns the bucket indices. - * - * @param input + * + * @param input */ @Override public int[] getBucketIndices(double input) { int minbin = getFirstOnBit(input); - + //For periodic encoders, the bucket index is the index of the center bit int bucketIdx; if(isPeriodic()) { @@ -400,10 +399,10 @@ public int[] getBucketIndices(double input) { }else{//for non-periodic encoders, the bucket index is the index of the left bit bucketIdx = minbin; } - + return new int[] { bucketIdx }; } - + /** * Encodes inputData and puts the encoded value into the output array, * which is a 1-D array of length returned by {@link Connections#getW()}. @@ -411,7 +410,7 @@ public int[] getBucketIndices(double input) { * Note: The output array is reused, so clear it before updating it. * @param inputData Data to encode. This should be validated by the encoder. * @param output 1-D array of same length returned by {@link Connections#getW()} - * + * * @return */ @Override @@ -420,7 +419,7 @@ public void encodeIntoArray(Double input, int[] output) { Arrays.fill(output, 0); return; } - + Integer bucketVal = getFirstOnBit(input); if(bucketVal != null) { int bucketIdx = bucketVal; @@ -441,26 +440,24 @@ public void encodeIntoArray(Double input, int[] output) { minbin = 0; } } - + ArrayUtils.setIndexesTo(output, ArrayUtils.range(minbin, maxbin + 1), 1); } - - if(getVerbosity() >= 2) { - System.out.println(""); - System.out.println("input: " + input); - System.out.println("range: " + getMinVal() + " - " + getMaxVal()); - System.out.println("n:" + getN() + "w:" + getW() + "resolution:" + getResolution() + + + LOG.trace(""); + LOG.trace("input: " + input); + LOG.trace("range: " + getMinVal() + " - " + getMaxVal()); + LOG.trace("n:" + getN() + "w:" + getW() + "resolution:" + getResolution() + "radius:" + getRadius() + "periodic:" + isPeriodic()); - System.out.println("output: " + Arrays.toString(output)); - System.out.println("input desc: " + decode(output, "")); - } + LOG.trace("output: " + Arrays.toString(output)); + LOG.trace("input desc: " + decode(output, "")); } /** * Returns a {@link DecodeResult} which is a tuple of range names - * and lists of {@link RangeLists} in the first entry, and a list + * and lists of {@link RangeLists} in the first entry, and a list * of descriptions for each range in the second entry. - * + * * @param encoded the encoded bit vector * @param parentFieldName the field the vector corresponds with * @return @@ -470,11 +467,11 @@ public DecodeResult decode(int[] encoded, String parentFieldName) { // For now, we simply assume any top-down output greater than 0 // is ON. Eventually, we will probably want to incorporate the strength // of each top-down output. - if(encoded == null || encoded.length < 1) { + if(encoded == null || encoded.length < 1) { return null; } int[] tmpOutput = Arrays.copyOf(encoded, encoded.length); - + // ------------------------------------------------------------------------ // First, assume the input pool is not sampled 100%, and fill in the // "holes" in the encoded representation (which are likely to be present @@ -487,7 +484,7 @@ public DecodeResult decode(int[] encoded, String parentFieldName) { Arrays.fill(searchStr, 1); ArrayUtils.setRangeTo(searchStr, 1, -1, 0); int subLen = searchStr.length; - + // Does this search string appear in the output? if(isPeriodic()) { for(int j = 0;j < getN();j++) { @@ -505,13 +502,11 @@ public DecodeResult decode(int[] encoded, String parentFieldName) { } } } - - if(getVerbosity() >= 2) { - System.out.println("raw output:" + Arrays.toString( - ArrayUtils.sub(encoded, ArrayUtils.range(0, getN())))); - System.out.println("filtered output:" + Arrays.toString(tmpOutput)); - } - + + LOG.trace("raw output:" + Arrays.toString( + ArrayUtils.sub(encoded, ArrayUtils.range(0, getN())))); + LOG.trace("filtered output:" + Arrays.toString(tmpOutput)); + // ------------------------------------------------------------------------ // Find each run of 1's. int[] nz = ArrayUtils.where(tmpOutput, new Condition.Adapter() { @@ -534,19 +529,19 @@ public boolean eval(int n) { i += 1; } runs.add(new Tuple(2, run[0], run[1])); - + // If we have a periodic encoder, merge the first and last run if they // both go all the way to the edges if(isPeriodic() && runs.size() > 1) { int l = runs.size() - 1; if(((Integer)runs.get(0).get(0)) == 0 && ((Integer)runs.get(l).get(0)) + ((Integer)runs.get(l).get(1)) == getN()) { - runs.set(l, new Tuple(2, - (Integer)runs.get(l).get(0), + runs.set(l, new Tuple(2, + (Integer)runs.get(l).get(0), ((Integer)runs.get(l).get(1)) + ((Integer)runs.get(0).get(1)) )); runs = runs.subList(1, runs.size()); } } - + // ------------------------------------------------------------------------ // Now, for each group of 1's, determine the "left" and "right" edges, where // the "left" edge is inset by halfwidth and the "right" edge is inset by @@ -565,7 +560,7 @@ public boolean eval(int n) { left = start + getHalfWidth(); right = start + runLen - 1 - getHalfWidth(); } - + double inMin, inMax; // Convert to input space. if(!isPeriodic()) { @@ -582,7 +577,7 @@ public boolean eval(int n) { inMax -= getRange(); } } - + // Clip low end if(inMin < getMinVal()) { inMin = getMinVal(); @@ -590,7 +585,7 @@ public boolean eval(int n) { if(inMax < getMinVal()) { inMax = getMinVal(); } - + // If we have a periodic encoder, and the max is past the edge, break into // 2 separate ranges if(isPeriodic() && inMax >= getMaxVal()) { @@ -606,7 +601,7 @@ public boolean eval(int n) { ranges.add(new MinMax(inMin, inMax)); } } - + String desc = generateRangeDescription(ranges); String fieldName; // Return result @@ -615,17 +610,17 @@ public boolean eval(int n) { }else{ fieldName = getName(); } - + RangeList inner = new RangeList(ranges, desc); Map fieldsDict = new HashMap(); fieldsDict.put(fieldName, inner); - + return new DecodeResult(fieldsDict, Arrays.asList(fieldName)); } - + /** * Generate description from a text description of the ranges - * + * * @param ranges A list of {@link MinMax}es. */ public String generateRangeDescription(List ranges) { @@ -643,39 +638,39 @@ public String generateRangeDescription(List ranges) { } return desc.toString(); } - + /** * Return the internal topDownMapping matrix used for handling the * bucketInfo() and topDownCompute() methods. This is a matrix, one row per * category (bucket) where each row contains the encoded output for that * category. - * + * * @param c the connections memory * @return the internal topDownMapping */ public SparseObjectMatrix getTopDownMapping() { - + if(topDownMapping == null) { //The input scalar value corresponding to each possible output encoding if(isPeriodic()) { setTopDownValues( - ArrayUtils.arange(getMinVal() + getResolution() / 2.0, + ArrayUtils.arange(getMinVal() + getResolution() / 2.0, getMaxVal(), getResolution())); }else{ //Number of values is (max-min)/resolutions setTopDownValues( - ArrayUtils.arange(getMinVal(), getMaxVal() + getResolution() / 2.0, + ArrayUtils.arange(getMinVal(), getMaxVal() + getResolution() / 2.0, getResolution())); } } - + //Each row represents an encoded output pattern int numCategories = getTopDownValues().length; SparseObjectMatrix topDownMapping; setTopDownMapping( topDownMapping = new SparseObjectMatrix( new int[] { numCategories })); - + double[] topDownValues = getTopDownValues(); int[] outputSpace = new int[getN()]; double minVal = getMinVal(); @@ -687,13 +682,13 @@ public SparseObjectMatrix getTopDownMapping() { encodeIntoArray(value, outputSpace); topDownMapping.set(i, Arrays.copyOf(outputSpace, outputSpace.length)); } - + return topDownMapping; } - + /** * {@inheritDoc} - * + * * @param the input value, in this case a double * @return a list of one input double */ @@ -703,20 +698,20 @@ public TDoubleList getScalars(S d) { retVal.add((Double)d); return retVal; } - + /** * Returns a list of items, one for each bucket defined by this encoder. * Each item is the value assigned to that bucket, this is the same as the * EncoderResult.value that would be returned by getBucketInfo() for that * bucket and is in the same format as the input that would be passed to * encode(). - * + * * This call is faster than calling getBucketInfo() on each bucket individually * if all you need are the bucket values. * * @param returnType class type parameter so that this method can return encoder * specific value types - * + * * @return list of items, each item representing the bucket value for that * bucket. */ @@ -733,18 +728,18 @@ public List getBucketValues(Class t) { } return (List)bucketValues; } - + /** * {@inheritDoc} */ @Override public List getBucketInfo(int[] buckets) { SparseObjectMatrix topDownMapping = getTopDownMapping(); - + //The "category" is simply the bucket index int category = buckets[0]; int[] encoding = topDownMapping.getObject(category); - + //Which input value does this correspond to? double inputVal; if(isPeriodic()) { @@ -752,10 +747,10 @@ public List getBucketInfo(int[] buckets) { }else{ inputVal = getMinVal() + category * getResolution(); } - + return Arrays.asList(new EncoderResult(inputVal, inputVal, encoding)); } - + /** * {@inheritDoc} */ @@ -763,17 +758,17 @@ public List getBucketInfo(int[] buckets) { public List topDownCompute(int[] encoded) { //Get/generate the topDown mapping table SparseObjectMatrix topDownMapping = getTopDownMapping(); - + // See which "category" we match the closest. int category = ArrayUtils.argmax(rightVecProd(topDownMapping, encoded)); - - return getBucketInfo(new int[] { category }); + + return getBucketInfo(new int[]{category}); } - + /** * Returns a list of {@link Tuple}s which in this case is a list of * key value parameter values for this {@code ScalarEncoder} - * + * * @return a list of {@link Tuple}s */ public List dict() { @@ -784,7 +779,6 @@ public List dict() { l.add(new Tuple(2, "name", getName())); l.add(new Tuple(2, "minval", getMinVal())); l.add(new Tuple(2, "topDownValues", Arrays.toString(getTopDownValues()))); - l.add(new Tuple(2, "verbosity", getVerbosity())); l.add(new Tuple(2, "clipInput", clipInput())); l.add(new Tuple(2, "n", getN())); l.add(new Tuple(2, "padding", getPadding())); @@ -796,17 +790,17 @@ public List dict() { l.add(new Tuple(2, "halfwidth", getHalfWidth())); l.add(new Tuple(2, "resolution", getResolution())); l.add(new Tuple(2, "rangeInternal", getRangeInternal())); - + return l; } /** * Returns a {@link EncoderBuilder} for constructing {@link ScalarEncoder}s - * + * * The base class architecture is put together in such a way where boilerplate * initialization can be kept to a minimum for implementing subclasses, while avoiding * the mistake-proneness of extremely long argument lists. - * + * * @see ScalarEncoder.Builder#setStuff(int) */ public static class Builder extends Encoder.Builder { @@ -814,20 +808,20 @@ private Builder() {} @Override public ScalarEncoder build() { - //Must be instantiated so that super class can initialize + //Must be instantiated so that super class can initialize //boilerplate variables. encoder = new ScalarEncoder(); - + //Call super class here super.build(); - + //////////////////////////////////////////////////////// // Implementing classes would do setting of specific // // vars here together with any sanity checking // //////////////////////////////////////////////////////// - + ((ScalarEncoder)encoder).init(); - + return (ScalarEncoder)encoder; } } From cd6799944df1507214c5dfe97c94257491235d42 Mon Sep 17 00:00:00 2001 From: Sean Connolly Date: Sun, 1 Feb 2015 11:57:53 +0100 Subject: [PATCH 06/56] #150 - replaced verbosity in Encoder --- .../org/numenta/nupic/encoders/Encoder.java | 60 +++++++------------ 1 file changed, 21 insertions(+), 39 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/Encoder.java b/src/main/java/org/numenta/nupic/encoders/Encoder.java index 8e63df24..3a407112 100644 --- a/src/main/java/org/numenta/nupic/encoders/Encoder.java +++ b/src/main/java/org/numenta/nupic/encoders/Encoder.java @@ -38,6 +38,8 @@ import org.numenta.nupic.util.MinMax; import org.numenta.nupic.util.SparseObjectMatrix; import org.numenta.nupic.util.Tuple; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; /** *
@@ -79,6 +81,9 @@
  * @author David Ray
  */
 public abstract class Encoder {
+
+    private static final Logger LOG = LoggerFactory.getLogger(Encoder.class);
+
 	/** Value used to represent no data */
 	public static final double SENTINEL_VALUE_FOR_MISSING_DATA = Double.NaN;
     protected List description = new ArrayList<>();
@@ -119,7 +124,6 @@ public abstract class Encoder {
     protected int nInternal;
     protected double rangeInternal;
     protected double range;
-    protected int verbosity;
     protected boolean encLearningEnabled;
     protected List flattenedFieldTypeList;
     protected Map> decoderFieldTypes;
@@ -422,22 +426,6 @@ public String getName() {
     	return name;
     }
 
-    /**
-     * Sets the verbosity of debug output
-     * @param v
-     */
-    public void setVerbosity(int v) {
-    	this.verbosity = v;
-    }
-
-    /**
-     * Returns the verbosity setting for an encoder.
-     * @return
-     */
-    public int getVerbosity() {
-    	return verbosity;
-    }
-
     /**
      * Adds a the specified {@link Encoder} to the list of the specified
      * parent's {@code Encoder}s.
@@ -920,7 +908,7 @@ public Tuple encodedBitDescription(int bitOffset, boolean formatted) {
 	 * @param prefix
 	 */
 	public void pprintHeader(String prefix) {
-		System.out.println(prefix == null ? "" : prefix);
+		LOG.info(prefix == null ? "" : prefix);
 
 		List description = getDescription();
 		description.add(new Tuple(2, "end", getWidth()));
@@ -934,22 +922,22 @@ public void pprintHeader(String prefix) {
 			StringBuilder pname = new StringBuilder(name);
 			if(name.length() > width) pname.setLength(width);
 
-			System.out.println(String.format(formatStr, pname));
+            LOG.info(String.format(formatStr, pname));
 		}
 
 		len = getWidth() + (description.size() - 1)*3 - 1;
 		StringBuilder hyphens = new StringBuilder();
 		for(int i = 0;i < len;i++) hyphens.append("-");
-		System.out.println(new StringBuilder(prefix).append(hyphens));
-	}
+        LOG.info(new StringBuilder(prefix).append(hyphens).toString());
+    }
 
-	/**
+    /**
 	 * Pretty-print the encoded output using ascii art.
 	 * @param output
 	 * @param prefix
 	 */
 	public void pprint(int[] output, String prefix) {
-		System.out.println(prefix == null ? "" : prefix);
+		LOG.info(prefix == null ? "" : prefix);
 
 		List description = getDescription();
 		description.add(new Tuple(2, "end", getWidth()));
@@ -959,17 +947,17 @@ public void pprint(int[] output, String prefix) {
 			int offset = (int)description.get(i).get(1);
 			int nextOffset = (int)description.get(i + 1).get(1);
 
-			System.out.println(
-				String.format("%s |",
-					ArrayUtils.bitsToString(
-						ArrayUtils.sub(output, ArrayUtils.range(offset, nextOffset))
-					)
-				)
-			);
-		}
-	}
+            LOG.info(
+                    String.format("%s |",
+                            ArrayUtils.bitsToString(
+                                    ArrayUtils.sub(output, ArrayUtils.range(offset, nextOffset))
+                            )
+                    )
+            );
+        }
+    }
 
-	/**
+    /**
 	 * Takes an encoded output and does its best to work backwards and generate
      * the input that would have generated it.
 	 *
@@ -1265,7 +1253,6 @@ public int getDisplayWidth() {
 	public static abstract class Builder {
 		protected int n;
 		protected int w;
-		protected int encVerbosity;
 		protected double minVal;
 		protected double maxVal;
 		protected double radius;
@@ -1284,7 +1271,6 @@ public E build() {
 			}
 			encoder.setN(n);
 			encoder.setW(w);
-			encoder.setVerbosity(encVerbosity);
 			encoder.setMinVal(minVal);
 			encoder.setMaxVal(maxVal);
 			encoder.setRadius(radius);
@@ -1305,10 +1291,6 @@ public K w(int w) {
 			this.w = w;
 			return (K)this;
 		}
-		public K verbosity(int verbosity) {
-			this.encVerbosity = verbosity;
-			return (K)this;
-		}
 		public K minVal(double minVal) {
 			this.minVal = minVal;
 			return (K)this;

From 5023a4068d0ff7026474feefe1c60b9b8cd9df53 Mon Sep 17 00:00:00 2001
From: Sean Connolly 
Date: Sun, 1 Feb 2015 11:57:58 +0100
Subject: [PATCH 07/56] #154 - replaced verbosity in SDRCategoryEncoder

---
 .../nupic/encoders/SDRCategoryEncoder.java    | 23 ++++++++++---------
 .../encoders/SDRCategoryEncoderTest.java      |  1 -
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/src/main/java/org/numenta/nupic/encoders/SDRCategoryEncoder.java b/src/main/java/org/numenta/nupic/encoders/SDRCategoryEncoder.java
index 3fcf7381..77b0a356 100644
--- a/src/main/java/org/numenta/nupic/encoders/SDRCategoryEncoder.java
+++ b/src/main/java/org/numenta/nupic/encoders/SDRCategoryEncoder.java
@@ -31,6 +31,8 @@
 import org.numenta.nupic.util.MinMax;
 import org.numenta.nupic.util.SparseObjectMatrix;
 import org.numenta.nupic.util.Tuple;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 import java.util.ArrayList;
 import java.util.Arrays;
@@ -54,6 +56,9 @@
  * @see EncoderResult
  */
 public class SDRCategoryEncoder extends Encoder {
+
+    private static final Logger LOG = LoggerFactory.getLogger(SDRCategoryEncoder.class);
+
     private Random random;
     private int thresholdOverlap;
     private final SDRByCategoryMap sdrByCategory = new SDRByCategoryMap();
@@ -120,7 +125,7 @@ private SDRCategoryEncoder() {
     def __init__(self, n, w, categoryList = None, name="category", verbosity=0,
                encoderSeed=1, forced=False):
     */
-    private void init(int n, int w, List categoryList, String name, int verbosity,
+    private void init(int n, int w, List categoryList, String name,
                       int encoderSeed, boolean forced) {
 
         /*Python ref: n is  total bits in output
@@ -167,7 +172,6 @@ private void init(int n, int w, List categoryList, String name, int verb
         if (this.thresholdOverlap < this.w - 3) {
             this.thresholdOverlap = this.w - 3;
         }
-        this.verbosity = verbosity;
         this.description.add(new Tuple(2, name, 0));
         this.name = name;
         /*
@@ -215,11 +219,8 @@ public void encodeIntoArray(String input, int[] output) {
             int[] categoryEncoding = sdrByCategory.getSdr(index);
             System.arraycopy(categoryEncoding, 0, output, 0, categoryEncoding.length);
         }
-        if (verbosity >= 2) {
-            System.out.println("input:" + input + ", index:" + index + ", output:" + ArrayUtils.intArrayToString(
-                    output));
-            System.out.println("decoded:" + decodedToStr(decode(output, "")));
-        }
+        LOG.trace("input:" + input + ", index:" + index + ", output:" + ArrayUtils.intArrayToString(output));
+        LOG.trace("decoded:" + decodedToStr(decode(output, "")));
     }
 
     /**
@@ -287,11 +288,11 @@ public boolean eval(int i) {
                 }
             }
         }
-        if (verbosity >= 2) {
-            System.out.println("Overlaps for decoding:");
+        LOG.trace("Overlaps for decoding:");
+        if (LOG.isTraceEnabled()){
             int inx = 0;
             for (String category : sdrByCategory.keySet()) {
-                System.out.println(overlap[inx] + " " + category);
+                LOG.trace(overlap[inx] + " " + category);
                 inx++;
             }
         }
@@ -472,7 +473,7 @@ public SDRCategoryEncoder build() {
                 throw new IllegalStateException("\"W\" should be set");
             }
             SDRCategoryEncoder sdrCategoryEncoder = new SDRCategoryEncoder();
-            sdrCategoryEncoder.init(n, w, categoryList, name, encVerbosity, encoderSeed, forced);
+            sdrCategoryEncoder.init(n, w, categoryList, name, encoderSeed, forced);
             return sdrCategoryEncoder;
 
 
diff --git a/src/test/java/org/numenta/nupic/encoders/SDRCategoryEncoderTest.java b/src/test/java/org/numenta/nupic/encoders/SDRCategoryEncoderTest.java
index 79abdd83..aa02c957 100644
--- a/src/test/java/org/numenta/nupic/encoders/SDRCategoryEncoderTest.java
+++ b/src/test/java/org/numenta/nupic/encoders/SDRCategoryEncoderTest.java
@@ -207,7 +207,6 @@ public void testAutoGrow() {
                 .n(fieldWidth)
                 .w(bitsOn)
                 .name("foo")
-                .verbosity(2)
                 .forced(true).build();
         int[] encoded = new int[fieldWidth];
         Arrays.fill(encoded, 0);

From c28e11fae8b82c2e4ee998c009d5d7cae596d370 Mon Sep 17 00:00:00 2001
From: Sean Connolly 
Date: Sun, 1 Feb 2015 11:58:27 +0100
Subject: [PATCH 08/56] #151 - replaced verbosity in CategoryEncoder

---
 .../nupic/encoders/CategoryEncoder.java       | 132 +++++++--------
 .../nupic/encoders/CategoryEncoderTest.java   | 157 +++++++++---------
 2 files changed, 142 insertions(+), 147 deletions(-)

diff --git a/src/main/java/org/numenta/nupic/encoders/CategoryEncoder.java b/src/main/java/org/numenta/nupic/encoders/CategoryEncoder.java
index 4b7edb0c..fdba1c7d 100644
--- a/src/main/java/org/numenta/nupic/encoders/CategoryEncoder.java
+++ b/src/main/java/org/numenta/nupic/encoders/CategoryEncoder.java
@@ -33,6 +33,8 @@
 import org.numenta.nupic.util.MinMax;
 import org.numenta.nupic.util.SparseObjectMatrix;
 import org.numenta.nupic.util.Tuple;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 import java.util.ArrayList;
 import java.util.Arrays;
@@ -43,14 +45,14 @@
 /**
  * Encodes a list of discrete categories (described by strings), that aren't
  * related to each other, so we never emit a mixture of categories.
- * 
+ *
  * The value of zero is reserved for "unknown category"
- * 
+ *
  * Internally we use a ScalarEncoder with a radius of 1, but since we only encode
  * integers, we never get mixture outputs.
  *
  * The SDRCategoryEncoder (not yet implemented in Java) uses a different method to encode categories
- * 
+ *
  * 

* Typical usage is as follows: *

@@ -61,13 +63,13 @@
  *      .maxVal(8.0)
  *      .periodic(false)
  *      .forced(true);
- *      
+ *
  * CategoryEncoder encoder = builder.build();
- * 
+ *
  * Above values are not an example of "sane" values.
- * 
+ *
  * 
- * + * * @author David Ray * @see ScalarEncoder * @see Encoder @@ -75,39 +77,42 @@ * @see Parameters */ public class CategoryEncoder extends Encoder { + + private static final Logger LOG = LoggerFactory.getLogger(CategoryEncoder.class); + protected int ncategories; - + protected TObjectIntMap categoryToIndex = new TObjectIntHashMap(); protected TIntObjectMap indexToCategory = new TIntObjectHashMap(); - + protected List categoryList; - + protected int width; private ScalarEncoder scalarEncoder; - + /** * Constructs a new {@code CategoryEncoder} */ private CategoryEncoder() { } - + /** - * Returns a builder for building CategoryEncoders. + * Returns a builder for building CategoryEncoders. * This builder may be reused to produce multiple builders - * + * * @return a {@code CategoryEncoder.Builder} */ public static Encoder.Builder builder() { return new CategoryEncoder.Builder(); } - + public void init() { // number of categories includes zero'th category: "unknown" ncategories = categoryList == null ? 0 : categoryList.size() + 1; minVal = 0; maxVal = ncategories - 1; - + scalarEncoder = ScalarEncoder.builder() .n(this.n) .w(this.w) @@ -116,7 +121,7 @@ public void init() { .maxVal(this.maxVal) .periodic(this.periodic) .forced(this.forced).build(); - + indexToCategory.put(0, ""); if(categoryList != null && !categoryList.isEmpty()) { int len = categoryList.size(); @@ -125,26 +130,26 @@ public void init() { indexToCategory.put(i + 1, categoryList.get(i)); } } - - + + width = n = w * ncategories; - + //TODO this is what the CategoryEncoder was doing before I added the ScalarEncoder delegate. - //I'm concerned because we're changing n without calling init again on the scalar encoder. + //I'm concerned because we're changing n without calling init again on the scalar encoder. //In other words, if I move the scalarEncoder = ...build() from to here, the test cases fail //which indicates significant fragility and at some level a violation of encapsulation. scalarEncoder.n = n; - - - + + + if(getWidth() != width) { throw new IllegalStateException( "Width != w (num bits to represent output item) * #categories"); } - + description.add(new Tuple(2, name, 0)); } - + /** * {@inheritDoc} */ @@ -152,7 +157,7 @@ public void init() { public TDoubleList getScalars(T d) { return new TDoubleArrayList(new double[] { categoryToIndex.get(d) }); } - + /** * {@inheritDoc} */ @@ -161,7 +166,7 @@ public int[] getBucketIndices(String input) { if(input == null) return null; return scalarEncoder.getBucketIndices(categoryToIndex.get(input)); } - + /** * {@inheritDoc} */ @@ -176,12 +181,9 @@ public void encodeIntoArray(String input, int[] output) { value = value == categoryToIndex.getNoEntryValue() ? 0 : value; scalarEncoder.encodeIntoArray(value, output); } - - if(verbosity >= 2) { - System.out.println( - String.format("input: %s, val: %s, value: %d, output: %s", - input, val, value, Arrays.toString(output))); - } + + LOG.trace("input: {}, val: {}, value: {}, output: {}", + input, val, value, Arrays.toString(output)); } /** @@ -191,16 +193,16 @@ public void encodeIntoArray(String input, int[] output) { public DecodeResult decode(int[] encoded, String parentFieldName) { // Get the scalar values from the underlying scalar encoder DecodeResult result = scalarEncoder.decode(encoded, parentFieldName); - + if(result.getFields().size() == 0) { return result; } - + // Expect only 1 field if(result.getFields().size() != 1) { throw new IllegalStateException("Expecting only one field"); } - + //Get the list of categories the scalar values correspond to and // generate the description from the category name(s). Map fieldRanges = result.getFields(); @@ -219,7 +221,7 @@ public DecodeResult decode(int[] encoded, String parentFieldName) { minV += 1; } } - + //Return result String fieldName; if(!parentFieldName.isEmpty()) { @@ -227,13 +229,13 @@ public DecodeResult decode(int[] encoded, String parentFieldName) { }else{ fieldName = name; } - + Map retVal = new HashMap(); retVal.put(fieldName, new RangeList(outRanges, desc.toString())); - + return new DecodeResult(retVal, Arrays.asList(new String[] { fieldName })); } - + /** * {@inheritDoc} */ @@ -241,26 +243,26 @@ public DecodeResult decode(int[] encoded, String parentFieldName) { public TDoubleList closenessScores(TDoubleList expValues, TDoubleList actValues, boolean fractional) { double expValue = expValues.get(0); double actValue = actValues.get(0); - + double closeness = expValue == actValue ? 1.0 : 0; if(!fractional) closeness = 1.0 - closeness; - + return new TDoubleArrayList(new double[]{ closeness }); } - + /** * Returns a list of items, one for each bucket defined by this encoder. * Each item is the value assigned to that bucket, this is the same as the * EncoderResult.value that would be returned by getBucketInfo() for that * bucket and is in the same format as the input that would be passed to * encode(). - * + * * This call is faster than calling getBucketInfo() on each bucket individually * if all you need are the bucket values. * * @param returnType class type parameter so that this method can return encoder * specific value types - * + * * @return list of items, each item representing the bucket value for that * bucket. */ @@ -275,10 +277,10 @@ public List getBucketValues(Class t) { ((List)bucketValues).add((String)getBucketInfo(new int[] { i }).get(0).getValue()); } } - + return (List)bucketValues; } - + /** * {@inheritDoc} */ @@ -286,23 +288,23 @@ public List getBucketValues(Class t) { public List getBucketInfo(int[] buckets) { // For the category encoder, the bucket index is the category index List bucketInfo = scalarEncoder.getBucketInfo(buckets); - + int categoryIndex = (int)Math.round((double)bucketInfo.get(0).getValue()); String category = indexToCategory.get(categoryIndex); - + bucketInfo.set(0, new EncoderResult(category, categoryIndex, bucketInfo.get(0).getEncoding())); return bucketInfo; } - + /** * {@inheritDoc} */ @Override public List topDownCompute(int[] encoded) { //Get/generate the topDown mapping table - SparseObjectMatrix topDownMapping = scalarEncoder.getTopDownMapping(); + SparseObjectMatrix topDownMapping = scalarEncoder.getTopDownMapping(); // See which "category" we match the closest. - int category = ArrayUtils.argmax(rightVecProd(topDownMapping, encoded)); + int category = ArrayUtils.argmax(rightVecProd(topDownMapping, encoded)); return getBucketInfo(new int[] { category }); } @@ -313,30 +315,30 @@ public List getCategoryList() { public void setCategoryList(List categoryList) { this.categoryList = categoryList; } - + /** * Returns a {@link EncoderBuilder} for constructing {@link CategoryEncoder}s - * + * * The base class architecture is put together in such a way where boilerplate * initialization can be kept to a minimum for implementing subclasses, while avoiding * the mistake-proneness of extremely long argument lists. - * + * * @see ScalarEncoder.Builder#setStuff(int) */ public static class Builder extends Encoder.Builder { private List categoryList; - + private Builder() {} @Override public CategoryEncoder build() { - //Must be instantiated so that super class can initialize + //Must be instantiated so that super class can initialize //boilerplate variables. encoder = new CategoryEncoder(); - + //Call super class here super.build(); - + //////////////////////////////////////////////////////// // Implementing classes would do setting of specific // // vars here together with any sanity checking // @@ -348,16 +350,16 @@ public CategoryEncoder build() { ((CategoryEncoder)encoder).setCategoryList(this.categoryList); //Call init ((CategoryEncoder)encoder).init(); - + return (CategoryEncoder)encoder; } - + /** - * Never called - just here as an example of specialization for a specific + * Never called - just here as an example of specialization for a specific * subclass of Encoder.Builder - * + * * Example specific method!! - * + * * @param stuff * @return */ diff --git a/src/test/java/org/numenta/nupic/encoders/CategoryEncoderTest.java b/src/test/java/org/numenta/nupic/encoders/CategoryEncoderTest.java index 008d252a..5a15147d 100644 --- a/src/test/java/org/numenta/nupic/encoders/CategoryEncoderTest.java +++ b/src/test/java/org/numenta/nupic/encoders/CategoryEncoderTest.java @@ -25,6 +25,8 @@ import org.numenta.nupic.util.ArrayUtils; import org.numenta.nupic.util.Condition; import org.numenta.nupic.util.MinMax; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; import java.util.ArrayList; import java.util.Arrays; @@ -34,9 +36,12 @@ import static org.junit.Assert.assertTrue; public class CategoryEncoderTest { + + private static final Logger LOGGER = LoggerFactory.getLogger(CategoryEncoderTest.class); + private CategoryEncoder ce; private CategoryEncoder.Builder builder; - + private void setUp() { builder = ((CategoryEncoder.Builder)CategoryEncoder.builder()) .w(3) @@ -46,7 +51,7 @@ private void setUp() { .periodic(false) .forced(true); } - + private void initCE() { ce = builder.build(); } @@ -54,17 +59,17 @@ private void initCE() { @Test public void testCategoryEncoder() { String[] categories = new String[] { "ES", "GB", "US" }; - + setUp(); builder.radius(1); builder.categoryList(Arrays.asList(categories)); initCE(); - - System.out.println("Testing CategoryEncoder..."); + + LOGGER.info("Testing CategoryEncoder..."); // forced: is not recommended, but is used here for readability. see scalar.py int[] output = ce.encode("US"); assertTrue(Arrays.equals(new int[] { 0,0,0,0,0,0,0,0,0,1,1,1 }, output)); - + // Test reverse lookup DecodeResult decoded = ce.decode(output, ""); assertEquals(decoded.getFields().size(), 1, 0); @@ -73,29 +78,29 @@ public void testCategoryEncoder() { MinMax minMax = rangeList.get(0).getRanges().get(0); assertEquals(minMax.min(), minMax.max(), 0); assertTrue(minMax.min() == 3 && minMax.max() == 3); - System.out.println("decodedToStr of " + minMax + "=>" + ce.decodedToStr(decoded)); - + LOGGER.info("decodedToStr of " + minMax + "=>" + ce.decodedToStr(decoded)); + // Test topdown compute for(String v : categories) { output = ce.encode(v); EncoderResult topDown = ce.topDownCompute(output).get(0); assertEquals(v, topDown.getValue()); assertEquals((int)ce.getScalars(v).get(0), (int)topDown.getScalar().doubleValue()); - + int[] bucketIndices = ce.getBucketIndices(v); - System.out.println("bucket index => " + bucketIndices[0]); + LOGGER.info("bucket index => " + bucketIndices[0]); topDown = ce.getBucketInfo(bucketIndices).get(0); assertEquals(v, topDown.getValue()); assertEquals((int)ce.getScalars(v).get(0), (int)topDown.getScalar().doubleValue()); assertTrue(Arrays.equals(topDown.getEncoding(), output)); assertEquals(topDown.getValue(), ce.getBucketValues(String.class).get(bucketIndices[0])); } - + //------------- // unknown category output = ce.encode("NA"); assertTrue(Arrays.equals(new int[] { 1,1,1,0,0,0,0,0,0,0,0,0 }, output)); - + // Test reverse lookup decoded = ce.decode(output, ""); assertEquals(decoded.getFields().size(), 1, 0); @@ -104,21 +109,21 @@ public void testCategoryEncoder() { minMax = rangeList.get(0).getRanges().get(0); assertEquals(minMax.min(), minMax.max(), 0); assertTrue(minMax.min() == 0 && minMax.max() == 0); - System.out.println("decodedToStr of " + minMax + "=>" + ce.decodedToStr(decoded)); - + LOGGER.info("decodedToStr of " + minMax + "=>" + ce.decodedToStr(decoded)); + EncoderResult topDown = ce.topDownCompute(output).get(0); assertEquals(topDown.getValue(), ""); assertEquals(topDown.getScalar(), 0); - + //-------------- // ES output = ce.encode("ES"); assertTrue(Arrays.equals( new int[] {0,0,0,1,1,1,0,0,0,0,0,0 }, output)); - + // MISSING VALUE int[] outputForMissing = ce.encode((String)null); assertTrue(Arrays.equals( new int[] {0,0,0,0,0,0,0,0,0,0,0,0 }, outputForMissing)); - + // Test reverse lookup decoded = ce.decode(output, ""); assertEquals(decoded.getFields().size(), 1, 0); @@ -127,17 +132,17 @@ public void testCategoryEncoder() { minMax = rangeList.get(0).getRanges().get(0); assertEquals(minMax.min(), minMax.max(), 0); assertTrue(minMax.min() == 1 && minMax.max() == 1); - System.out.println("decodedToStr of " + minMax + "=>" + ce.decodedToStr(decoded)); - + LOGGER.info("decodedToStr of " + minMax + "=>" + ce.decodedToStr(decoded)); + // Test topdown compute topDown = ce.topDownCompute(output).get(0); assertEquals(topDown.getValue(), "ES"); assertEquals(topDown.getScalar(), (int)ce.getScalars("ES").get(0)); - + //---------------- // Multiple categories Arrays.fill(output, 1); - + // Test reverse lookup decoded = ce.decode(output, ""); assertEquals(decoded.getFields().size(), 1, 0); @@ -146,33 +151,31 @@ public void testCategoryEncoder() { minMax = rangeList.get(0).getRanges().get(0); assertTrue(minMax.min() != minMax.max()); assertTrue(minMax.min() == 0 && minMax.max() == 3); - System.out.println("decodedToStr of " + minMax + "=>" + ce.decodedToStr(decoded)); - - + LOGGER.info("decodedToStr of " + minMax + "=>" + ce.decodedToStr(decoded)); + + //---------------- // Test with width = 1 categories = new String[] { "cat1", "cat2", "cat3", "cat4", "cat5" }; - + setUp(); builder.radius(1); builder.categoryList(Arrays.asList(categories)); initCE(); - + for(String cat : categories) { output = ce.encode(cat); topDown = ce.topDownCompute(output).get(0); - if(ce.getVerbosity() >= 1) { - System.out.println(cat + "->" + Arrays.toString(output) + + LOGGER.debug(cat + "->" + Arrays.toString(output) + " " + ArrayUtils.where(output, new Condition.Adapter() { public boolean eval(int i) { return i == 1; } })); - System.out.println(" scalarTopDown: " + ce.topDownCompute(output)); - System.out.println(" topDown " + topDown); - } + LOGGER.debug(" scalarTopDown: " + ce.topDownCompute(output)); + LOGGER.debug(" topDown " + topDown); assertEquals(topDown.getValue(), cat); assertEquals(topDown.getScalar(), (int)ce.getScalars(cat).get(0)); } - + //================== // Test with width = 9, removing some bits in the encoded output categories = new String[9]; @@ -184,109 +187,99 @@ public void testCategoryEncoder() { builder.forced(true); builder.categoryList(Arrays.asList(categories)); initCE(); - + for(String cat : categories) { output = ce.encode(cat); topDown = ce.topDownCompute(output).get(0); - if(ce.getVerbosity() >= 1) { - System.out.println(cat + "->" + Arrays.toString(output) + - " " + ArrayUtils.where(output, new Condition.Adapter() { - public boolean eval(int i) { return i == 1; } - })); - System.out.println(" scalarTopDown: " + ce.topDownCompute(output)); - System.out.println(" topDown " + topDown); - } + LOGGER.debug(cat + "->" + Arrays.toString(output) + + " " + ArrayUtils.where(output, new Condition.Adapter() { + public boolean eval(int i) { + return i == 1; + } + })); + LOGGER.debug(" scalarTopDown: " + ce.topDownCompute(output)); + LOGGER.debug(" topDown " + topDown); assertEquals(topDown.getValue(), cat); assertEquals(topDown.getScalar(), (int)ce.getScalars(cat).get(0)); - + // Get rid of 1 bit on the left int[] outputNZs = ArrayUtils.where(output, new Condition.Adapter() { public boolean eval(int i) { return i == 1; } }); // int[] outputPreserve = Arrays.copyOf(output, output.length); output[outputNZs[0]] = 0; -// System.out.println("output = " + Arrays.toString(outputPreserve)); -// System.out.println("outputNZs = " + Arrays.toString(outputNZs)); -// System.out.println("outputDelta = " + Arrays.toString(output)); +// LOGGER.info("output = " + Arrays.toString(outputPreserve)); +// LOGGER.info("outputNZs = " + Arrays.toString(outputNZs)); +// LOGGER.info("outputDelta = " + Arrays.toString(output)); topDown = ce.topDownCompute(output).get(0); - if(ce.getVerbosity() >= 1) { - System.out.println("missing 1 bit on left: ->" + Arrays.toString(output) + + LOGGER.debug("missing 1 bit on left: ->" + Arrays.toString(output) + " " + ArrayUtils.where(output, new Condition.Adapter() { public boolean eval(int i) { return i == 1; } })); - System.out.println(" scalarTopDown: " + ce.topDownCompute(output)); - System.out.println(" topDown " + topDown); - } + LOGGER.debug(" scalarTopDown: " + ce.topDownCompute(output)); + LOGGER.debug(" topDown " + topDown); assertEquals(topDown.getValue(), cat); assertEquals(topDown.getScalar(), (int)ce.getScalars(cat).get(0)); - - // Get rid of 1 bit on the right + + // Get rid of 1 bit on the right output[outputNZs[0]] = 1; output[outputNZs[outputNZs.length - 1]] = 0; topDown = ce.topDownCompute(output).get(0); - if(ce.getVerbosity() >= 1) { - System.out.println("missing 1 bit on right: ->" + Arrays.toString(output) + + LOGGER.debug("missing 1 bit on right: ->" + Arrays.toString(output) + " " + ArrayUtils.where(output, new Condition.Adapter() { public boolean eval(int i) { return i == 1; } })); - System.out.println(" scalarTopDown: " + ce.topDownCompute(output)); - System.out.println(" topDown " + topDown); - } + LOGGER.debug(" scalarTopDown: " + ce.topDownCompute(output)); + LOGGER.debug(" topDown " + topDown); assertEquals(topDown.getValue(), cat); assertEquals(topDown.getScalar(), (int)ce.getScalars(cat).get(0)); - - // Get rid of 4 bits on the left + + // Get rid of 4 bits on the left Arrays.fill(output, 0); int[] indexes = ArrayUtils.range(outputNZs[outputNZs.length - 5], outputNZs[outputNZs.length - 1] + 1); for(int i = 0;i < indexes.length;i++) output[indexes[i]] = 1; - System.out.println(Arrays.toString(output)); + LOGGER.info(Arrays.toString(output)); topDown = ce.topDownCompute(output).get(0); - if(ce.getVerbosity() >= 1) { - System.out.println("missing 4 bits on left: ->" + Arrays.toString(output) + + LOGGER.debug("missing 4 bits on left: ->" + Arrays.toString(output) + " " + ArrayUtils.where(output, new Condition.Adapter() { public boolean eval(int i) { return i == 1; } })); - System.out.println(" scalarTopDown: " + ce.topDownCompute(output)); - System.out.println(" topDown " + topDown); - } + LOGGER.debug(" scalarTopDown: " + ce.topDownCompute(output)); + LOGGER.debug(" topDown " + topDown); assertEquals(topDown.getValue(), cat); assertEquals(topDown.getScalar(), (int)ce.getScalars(cat).get(0)); - - // Get rid of 4 bits on the right + + // Get rid of 4 bits on the right Arrays.fill(output, 0); indexes = ArrayUtils.range(outputNZs[0], outputNZs[5]); for(int i = 0;i < indexes.length;i++) output[indexes[i]] = 1; - System.out.println(Arrays.toString(output)); + LOGGER.info(Arrays.toString(output)); topDown = ce.topDownCompute(output).get(0); - if(ce.getVerbosity() >= 1) { - System.out.println("missing 4 bits on left: ->" + Arrays.toString(output) + + LOGGER.debug("missing 4 bits on left: ->" + Arrays.toString(output) + " " + ArrayUtils.where(output, new Condition.Adapter() { public boolean eval(int i) { return i == 1; } })); - System.out.println(" scalarTopDown: " + ce.topDownCompute(output)); - System.out.println(" topDown " + topDown); - } + LOGGER.debug(" scalarTopDown: " + ce.topDownCompute(output)); + LOGGER.debug(" topDown " + topDown); assertEquals(topDown.getValue(), cat); assertEquals(topDown.getScalar(), (int)ce.getScalars(cat).get(0)); } - + int[] output1 = ce.encode("cat1"); int[] output2 = ce.encode("cat9"); output = ArrayUtils.or(output1, output2); topDown = ce.topDownCompute(output).get(0); - if(ce.getVerbosity() >= 1) { - System.out.println("cat1 + cat9 ->" + Arrays.toString(output) + + LOGGER.debug("cat1 + cat9 ->" + Arrays.toString(output) + " " + ArrayUtils.where(output, new Condition.Adapter() { public boolean eval(int i) { return i == 1; } })); - System.out.println(" scalarTopDown: " + ce.topDownCompute(output)); - System.out.println(" topDown " + topDown); - } - + LOGGER.debug(" scalarTopDown: " + ce.topDownCompute(output)); + LOGGER.debug(" topDown " + topDown); + assertTrue(topDown.getScalar().equals((int)ce.getScalars("cat1").get(0)) || topDown.getScalar().equals((int)ce.getScalars("cat9").get(0))); - - System.out.println("passed"); //Just because they did it in the Python version :-) + + LOGGER.info("passed"); //Just because they did it in the Python version :-) } } From 4b195e49ea54e2a82a5c5bd59377288d1cf4eab8 Mon Sep 17 00:00:00 2001 From: Sean Connolly Date: Sun, 1 Feb 2015 11:58:39 +0100 Subject: [PATCH 09/56] #150 - replaced verbosity in other encoders --- .../numenta/nupic/encoders/MultiEncoder.java | 87 +++++++++---------- .../nupic/encoders/PassThroughEncoder.java | 58 +++++++------ .../RandomDistributedScalarEncoder.java | 82 +++++++++-------- 3 files changed, 112 insertions(+), 115 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/MultiEncoder.java b/src/main/java/org/numenta/nupic/encoders/MultiEncoder.java index 61cc79ab..0807534a 100644 --- a/src/main/java/org/numenta/nupic/encoders/MultiEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/MultiEncoder.java @@ -38,29 +38,29 @@ * A MultiEncoder encodes a dictionary or object with * multiple components. A MultiEncode contains a number * of sub-encoders, each of which encodes a separate component. - * + * * @see Encoder * @see EncoderResult * @see Parameters - * + * * @author wlmiller */ public class MultiEncoder extends Encoder { protected TIntObjectMap indexToCategory = new TIntObjectHashMap(); - + protected List categoryList; - + protected int width; - + /** * Constructs a new {@code MultiEncoder} */ private MultiEncoder() {} - + /** - * Returns a builder for building MultiEncoders. + * Returns a builder for building MultiEncoders. * This builder may be reused to produce multiple builders - * + * * @return a {@code MultiEncoder.Builder} */ public static Encoder.Builder builder() { @@ -71,7 +71,7 @@ public void init() { encoders = new LinkedHashMap>(); encoders.put(new EncoderTuple("", this, 0), new ArrayList()); } - + @SuppressWarnings({ "unchecked", "rawtypes" }) @Override public void setFieldStats(String fieldName, Map fieldStatistics) { @@ -81,7 +81,7 @@ public void setFieldStats(String fieldName, Map fieldStatistics) encoder.setFieldStats(name, fieldStatistics); } } - + /** * {@inheritDoc} */ @@ -92,84 +92,84 @@ public void encodeIntoArray(Object input, int[] output) { String name = t.getName(); Encoder encoder = t.getEncoder(); int offset = t.getOffset(); - + int[] tempArray = new int[encoder.getWidth()]; encoder.encodeIntoArray(getInputValue(input, name), tempArray); - + System.arraycopy(tempArray, 0, output, offset, tempArray.length); } } - + @SuppressWarnings({ "rawtypes", "unchecked" }) public int[] encodeField(String fieldName, Object value) { for (EncoderTuple t : getEncoders(this)) { String name = t.getName(); Encoder encoder = t.getEncoder(); - + if (name.equals(fieldName)) { return encoder.encode(value); } } return new int[]{}; } - + @SuppressWarnings({ "rawtypes", "unchecked" }) public List encodeEachField(Object input) { List encodings = new ArrayList(); - + for (EncoderTuple t : getEncoders(this)) { String name = t.getName(); Encoder encoder = t.getEncoder(); - + encodings.add(encoder.encode(getInputValue(input, name))); } - + return encodings; } - + @SuppressWarnings({ "rawtypes", "unchecked" }) public void addEncoder(String name, Encoder child) { super.addEncoder(this, name, child, width); - + for (Object d : child.getDescription()) { Tuple dT = (Tuple) d; description.add(new Tuple(2, dT.get(0), (int)dT.get(1) + getWidth())); } width += child.getWidth(); } - + @SuppressWarnings("rawtypes") public void addMultipleEncoders(Map> fieldEncodings) { // Sort the encoders so that they end up in a controlled order List sortedFields = new ArrayList(fieldEncodings.keySet()); Collections.sort(sortedFields); - + for (String field : sortedFields) { Map params = fieldEncodings.get(field); - + if (!params.containsKey("fieldname")) { throw new IllegalArgumentException("Missing fieldname for encoder " + field); } String fieldName = (String) params.get("fieldname"); - + if (!params.containsKey("type")) { throw new IllegalArgumentException("Missing type for encoder " + field); } String encoderName = (String) params.get("type"); - + Encoder.Builder builder = getBuilder(encoderName); - + for (String param : params.keySet()) { if (!param.equals("fieldname") && !param.equals("type")) { setValue(builder, param, params.get(param)); } } - + Encoder encoder = (Encoder)builder.build(); this.addEncoder(fieldName, encoder); } } - + private Encoder.Builder getBuilder(String encoderName) { switch(encoderName) { case "CategoryEncoder": @@ -192,7 +192,7 @@ private Encoder.Builder getBuilder(String encoderName) { throw new IllegalArgumentException("Invalid encoder: " + encoderName); } } - + @SuppressWarnings({ "rawtypes", "unchecked" }) private void setValue(Encoder.Builder builder, String param, Object value) { switch(param) { @@ -202,15 +202,12 @@ private void setValue(Encoder.Builder builder, String param, Object value) { case "w": builder.w((int) value); break; - case "verbosity": - builder.verbosity((int) value); - break; case "minVal": builder.minVal((double) value); break; case "maxVal": builder.maxVal((double) value); - break; + break; case "radius": builder.radius((double) value); break; @@ -241,17 +238,17 @@ private void setValue(Encoder.Builder builder, String param, Object value) { public int getWidth() { return width; } - + @Override public int getN() { return width; } - + @Override public int getW() { return width; } - + @Override public String getName() { if (name == null) return ""; @@ -268,35 +265,35 @@ public boolean isDelta() { public void setLearning(boolean learningEnabled) { for (EncoderTuple t : getEncoders(this)) { Encoder encoder = t.getEncoder(); - encoder.setLearningEnabled(learningEnabled); + encoder.setLearningEnabled(learningEnabled); } } - + @Override public List getBucketValues(Class returnType) { return null; } - + /** * Returns a {@link EncoderBuilder} for constructing {@link MultiEncoder}s - * + * * The base class architecture is put together in such a way where boilerplate * initialization can be kept to a minimum for implementing subclasses, while avoiding * the mistake-proneness of extremely long argument lists. - * + * */ public static class Builder extends Encoder.Builder { private Builder() {} @Override public MultiEncoder build() { - //Must be instantiated so that super class can initialize + //Must be instantiated so that super class can initialize //boilerplate variables. encoder = new MultiEncoder(); - + //Call super class here super.build(); - + //////////////////////////////////////////////////////// // Implementing classes would do setting of specific // // vars here together with any sanity checking // @@ -304,7 +301,7 @@ public MultiEncoder build() { //Call init ((MultiEncoder)encoder).init(); - + return (MultiEncoder)encoder; } } diff --git a/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java b/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java index 61065e6f..e3f22996 100644 --- a/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java @@ -26,6 +26,8 @@ import java.util.*; import org.numenta.nupic.util.*; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; /** * Pass an encoded SDR straight to the model. @@ -34,14 +36,16 @@ * */ public class PassThroughEncoder extends Encoder { - + + private static final Logger LOG = LoggerFactory.getLogger(PassThroughEncoder.class); + /** * This is used to check that there are exactly outputBitsOn in the outgoing bits * The Python claims to do more, but I don't think it actually does anything other than throw an error * as we do here also. (This is w in the Python code) */ private Integer outputBitsOnCount; - + protected PassThroughEncoder() {} public PassThroughEncoder(int outputWidth, Integer outputBitsOnCount) { @@ -50,25 +54,25 @@ public PassThroughEncoder(int outputWidth, Integer outputBitsOnCount) { super.setForced(false); this.outputBitsOnCount = outputBitsOnCount; } - + /** - * Returns a builder for building PassThroughEncoders. + * Returns a builder for building PassThroughEncoders. * This builder may be reused to produce multiple builders - * + * * @return a {@code PassThroughEncoder.Builder} */ public static Encoder.Builder builder() { return new PassThroughEncoder.Builder(); } - + public void init() { setForced(false); this.outputBitsOnCount = getW() > 0 ? getW() : null; } - + @Override /** - * Does a bitwise compare of the two bitmaps and returns a fractional + * Does a bitwise compare of the two bitmaps and returns a fractional * value between 0 and 1 of how similar they are. * 1 => identical * 0 => no overlapping bits @@ -80,7 +84,7 @@ public gnu.trove.list.TDoubleList closenessScores(gnu.trove.list.TDoubleList exp double ratio = 1.0d; double expectedSum = expValues.sum(); - double actualSum = actValues.sum(); + double actualSum = actValues.sum(); if (actualSum > expectedSum) { double diff = actualSum - expectedSum; @@ -106,7 +110,7 @@ public gnu.trove.list.TDoubleList closenessScores(gnu.trove.list.TDoubleList exp result.add(r); return result; } - + @Override public int getWidth() { return w; @@ -117,12 +121,12 @@ public boolean isDelta() { return false; } - + /** * Check for length the same and copy input into output * If outputBitsOnCount (w) set, throw error if not true - * @param input + * @param input * @param output */ @Override @@ -131,68 +135,68 @@ public void encodeIntoArray(int[] input, int[] output){ throw new IllegalArgumentException(String.format("Different input (%i) and output (%i) sizes", input.length, output.length)); if(this.outputBitsOnCount != null && ArrayUtils.sum(input) != outputBitsOnCount) throw new IllegalArgumentException(String.format("Input has %i bits but w was set to %i.", ArrayUtils.sum(input), outputBitsOnCount)); - + System.arraycopy(input, 0, output, 0, input.length); } - + /** * Not much real work to do here as this concept doesn't really apply. */ @Override public Tuple decode(int[] encoded, String parentFieldName) { - //TODO: these methods should be properly implemented (this comment in Python) + //TODO: these methods should be properly implemented (this comment in Python) String fieldName = this.name; - if (verbosity >= 2 && parentFieldName != null && parentFieldName.length() > 0) - System.out.println(String.format("Decoding Field: %s.%s", parentFieldName, this.name)); + if (parentFieldName != null && parentFieldName.length() > 0) + LOG.trace(String.format("Decoding Field: %s.%s", parentFieldName, this.name)); List ranges = new ArrayList(); ranges.add(new MinMax(0,0)); RangeList inner = new RangeList(ranges, "input"); Map fieldsDict = new HashMap(); fieldsDict.put(fieldName, inner); - + //return ({fieldName: ([[0, 0]], "input")}, [fieldName]) return new DecodeResult(fieldsDict, Arrays.asList(new String[] { fieldName })); } @Override public void setLearning(boolean learningEnabled) { - //NOOP + //NOOP } @Override - public List getBucketValues(Class returnType) { + public List getBucketValues(Class returnType) { return null; } /** * Returns a {@link EncoderBuilder} for constructing {@link PassThroughEncoder}s - * + * * The base class architecture is put together in such a way where boilerplate * initialization can be kept to a minimum for implementing subclasses, while avoiding * the mistake-proneness of extremely long argument lists. - * + * */ public static class Builder extends Encoder.Builder { private Builder() {} @Override public PassThroughEncoder build() { - //Must be instantiated so that super class can initialize + //Must be instantiated so that super class can initialize //boilerplate variables. encoder = new PassThroughEncoder(); - + //Call super class here super.build(); - + //////////////////////////////////////////////////////// // Implementing classes would do setting of specific // // vars here together with any sanity checking // //////////////////////////////////////////////////////// - + ((PassThroughEncoder)encoder).init(); - + return (PassThroughEncoder)encoder; } } diff --git a/src/main/java/org/numenta/nupic/encoders/RandomDistributedScalarEncoder.java b/src/main/java/org/numenta/nupic/encoders/RandomDistributedScalarEncoder.java index 1687b78b..3d896057 100644 --- a/src/main/java/org/numenta/nupic/encoders/RandomDistributedScalarEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/RandomDistributedScalarEncoder.java @@ -31,12 +31,14 @@ import org.numenta.nupic.FieldMetaType; import org.numenta.nupic.util.MersenneTwister; import org.numenta.nupic.util.Tuple; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; /** *

* A scalar encoder encodes a numeric (floating point) value into an array of * bits. - * + * * This class maps a scalar value into a random distributed representation that * is suitable as scalar input into the spatial pooler. The encoding scheme is * designed to replace a simple ScalarEncoder. It preserves the important @@ -44,7 +46,7 @@ * and max range can be dynamically increased without any negative effects. The * only required parameter is resolution, which determines the resolution of * input values. - * + * * Scalar values are mapped to a bucket. The class maintains a random * distributed encoding for each bucket. The following properties are maintained * by RandomDistributedEncoder: @@ -53,36 +55,38 @@ *

  • Similar scalars should have high overlap. Overlap should decrease * smoothly as scalars become less similar. Specifically, neighboring bucket * indices must overlap by a linearly decreasing number of bits. - * + * *
  • Dissimilar scalars should have very low overlap so that the SP does not * confuse representations. Specifically, buckets that are more than w indices * apart should have at most maxOverlap bits of overlap. We arbitrarily (and * safely) define "very low" to be 2 bits of overlap or lower. - * + * * Properties 1 and 2 lead to the following overlap rules for buckets i and j:
    - * + * *
    - * {@code 
    + * {@code
      * If abs(i-j) < w then:
      * 		overlap(i,j) = w - abs(i-j);
      * else:
      * 		overlap(i,j) <= maxOverlap;
      * }
      * 
    - * + * *
  • The representation for a scalar must not change during the lifetime of * the object. Specifically, as new buckets are created and the min/max range is * extended, the representation for previously in-range scalars and previously * created buckets must not change. * - * - * + * + * * @author Numenta * @author Anubhav Chaturvedi */ public class RandomDistributedScalarEncoder extends Encoder { + private static final Logger LOG = LoggerFactory.getLogger(RandomDistributedScalarEncoder.class); + public static final long DEFAULT_SEED = 42; // Mersenne Twister RNG, same as used with numpy.random @@ -108,7 +112,7 @@ public static Encoder.Builder 0) - System.out.println(this.toString()); - + // TODO reduce logging level? + LOG.info(this.toString()); } /** * Initialize the bucket map assuming the given number of maxBuckets. - * + * * @param maxBuckets * @param offset */ @@ -205,7 +207,7 @@ public void initializeBucketMap(int maxBuckets, Double offset) { /** * Create the given bucket index. Recursively create as many in-between * bucket indices as necessary. - * + * * @param index the index at which bucket needs to be created * @throws IllegalStateException */ @@ -242,7 +244,7 @@ public void createBucket(int index) throws IllegalStateException { /** * Get a new representation for newIndex that overlaps with the * representation at index by exactly w-1 bits - * + * * @param index * @param newIndex * @throws IllegalStateException @@ -278,7 +280,7 @@ public List newRepresentation(int index, int newIndex) * Check if this new candidate representation satisfies all our * overlap rules. Since we know that neighboring representations differ by * at most one bit, we compute running overlaps. - * + * * @param newRep Encoded SDR to be considered * @param newIndex The index being considered * @return {@code true} if newRep satisfies all our overlap rules @@ -343,7 +345,7 @@ public boolean newRepresentationOK(List newRep, int newIndex) { /** * Get the overlap between two representations. rep1 and rep2 are * {@link List} of non-zero indices. - * + * * @param rep1 The first representation for overlap calculation * @param rep2 The second representation for overlap calculation * @return The number of 'on' bits that overlap @@ -361,7 +363,7 @@ public int countOverlap(List rep1, List rep2) { /** * Get the overlap between two representations. rep1 and rep2 are arrays * of non-zero indices. - * + * * @param rep1 The first representation for overlap calculation * @param rep2 The second representation for overlap calculation * @return The number of 'on' bits that overlap @@ -378,7 +380,7 @@ public int countOverlap(int[] rep1, int[] rep2) { /** * Check if the given overlap between bucket indices i and j are acceptable. - * + * * @param i The index of the bucket to be compared * @param j The index of the bucket to be compared * @param overlap The overlap between buckets at index i and j @@ -389,14 +391,14 @@ public boolean overlapOK(int i, int j, int overlap) { return true; if (Math.abs(i - j) >= getW() && overlap <= getMaxOverlap()) return true; - + return false; } /** * Check if the overlap between the buckets at indices i and j are * acceptable. The overlap is calculate from the bucketMap. - * + * * @param i The index of the bucket to be compared * @param j The index of the bucket to be compared * @return {@code true} if the given overlap is acceptable, else {@code false} @@ -408,7 +410,7 @@ public boolean overlapOK(int i, int j) throws IllegalStateException { /** * Get the overlap between bucket at indices i and j - * + * * @param i The index of the bucket * @param j The index of the bucket * @return the overlap between bucket at indices i and j @@ -433,7 +435,7 @@ else if(!containsI) * Given a bucket index, return the list of indices of the 'on' bits. If the * bucket index does not exist, it is created. If the index falls outside * our range we clip it. - * + * * @param index The bucket index * @return The list of active bits in the representation * @throws IllegalStateException @@ -447,10 +449,7 @@ public List mapBucketIndexToNonZeroBits(int index) index = getMaxBuckets() - 1; if (!bucketMap.containsKey(index)) { - if (getVerbosity() >= 2) - System.out - .println("Adding additional buckets to handle index= " - + index); + LOG.trace("Adding additional buckets to handle index={}", index); createBucket(index); } return bucketMap.get(index); @@ -475,7 +474,7 @@ public int[] getBucketIndices(double x) { * Difference in the round function behavior for Python and Java In * Python, the absolute value is rounded up and sign is applied in Java, * value is rounded to next biggest integer - * + * * so for Python, round(-0.5) => -1.0 whereas in Java, Math.round(-0.5) * => 0.0 */ @@ -621,6 +620,7 @@ public void setNumRetry(int numRetry) { @Override public String toString() { + // TODO don't mix StringBuilder appending with String concatenation StringBuilder dumpString = new StringBuilder(50); dumpString.append("RandomDistributedScalarEncoder:\n"); dumpString.append(" minIndex: " + getMinIndex() + "\n"); @@ -631,15 +631,12 @@ public String toString() { dumpString.append(" offset: " + getOffset() + "\n"); dumpString.append(" numTries: " + getNumRetry() + "\n"); dumpString.append(" name: " + getName() + "\n"); - - if (getVerbosity() > 2) { - dumpString.append(" All Buckets : \n"); - for (int index : bucketMap.keySet()) - dumpString.append(" [ " + index + " ]: " - + Arrays.deepToString(bucketMap.get(index).toArray()) - + "\n"); + dumpString.append(" buckets : \n"); + for (int index : bucketMap.keySet()) { + dumpString.append(" [ " + index + " ]: " + + Arrays.deepToString(bucketMap.get(index).toArray()) + + "\n"); } - return dumpString.toString(); } @@ -654,7 +651,7 @@ public String toString() { * subclasses, while avoiding the mistake-proneness of extremely long * argument lists. *

    - * + * * @author Anubhav Chaturvedi */ public static class Builder @@ -671,7 +668,6 @@ public static class Builder private Builder() { this.n(400); this.w(21); - this.verbosity(0); seed = 42; maxBuckets = 1000; maxOverlap = 2; From 0e4024fbd6d5fa64148d3ba9f3daabdf2d82e455 Mon Sep 17 00:00:00 2001 From: Sean Connolly Date: Sun, 1 Feb 2015 12:07:46 +0100 Subject: [PATCH 10/56] Standardized LOGGER naming. --- .../org/numenta/nupic/encoders/Encoder.java | 12 +++++----- .../numenta/nupic/encoders/ScalarEncoder.java | 24 +++++++++---------- 2 files changed, 18 insertions(+), 18 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/Encoder.java b/src/main/java/org/numenta/nupic/encoders/Encoder.java index 3a407112..5046d32a 100644 --- a/src/main/java/org/numenta/nupic/encoders/Encoder.java +++ b/src/main/java/org/numenta/nupic/encoders/Encoder.java @@ -82,7 +82,7 @@ */ public abstract class Encoder { - private static final Logger LOG = LoggerFactory.getLogger(Encoder.class); + private static final Logger LOGGER = LoggerFactory.getLogger(Encoder.class); /** Value used to represent no data */ public static final double SENTINEL_VALUE_FOR_MISSING_DATA = Double.NaN; @@ -908,7 +908,7 @@ public Tuple encodedBitDescription(int bitOffset, boolean formatted) { * @param prefix */ public void pprintHeader(String prefix) { - LOG.info(prefix == null ? "" : prefix); + LOGGER.info(prefix == null ? "" : prefix); List description = getDescription(); description.add(new Tuple(2, "end", getWidth())); @@ -922,13 +922,13 @@ public void pprintHeader(String prefix) { StringBuilder pname = new StringBuilder(name); if(name.length() > width) pname.setLength(width); - LOG.info(String.format(formatStr, pname)); + LOGGER.info(String.format(formatStr, pname)); } len = getWidth() + (description.size() - 1)*3 - 1; StringBuilder hyphens = new StringBuilder(); for(int i = 0;i < len;i++) hyphens.append("-"); - LOG.info(new StringBuilder(prefix).append(hyphens).toString()); + LOGGER.info(new StringBuilder(prefix).append(hyphens).toString()); } /** @@ -937,7 +937,7 @@ public void pprintHeader(String prefix) { * @param prefix */ public void pprint(int[] output, String prefix) { - LOG.info(prefix == null ? "" : prefix); + LOGGER.info(prefix == null ? "" : prefix); List description = getDescription(); description.add(new Tuple(2, "end", getWidth())); @@ -947,7 +947,7 @@ public void pprint(int[] output, String prefix) { int offset = (int)description.get(i).get(1); int nextOffset = (int)description.get(i + 1).get(1); - LOG.info( + LOGGER.info( String.format("%s |", ArrayUtils.bitsToString( ArrayUtils.sub(output, ArrayUtils.range(offset, nextOffset)) diff --git a/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java b/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java index 77ee65e6..94397cdb 100644 --- a/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java @@ -156,7 +156,7 @@ */ public class ScalarEncoder extends Encoder { - private static final Logger LOG = LoggerFactory.getLogger(ScalarEncoder.class); + private static final Logger LOGGER = LoggerFactory.getLogger(ScalarEncoder.class); /** * Constructs a new {@code ScalarEncoder} @@ -310,7 +310,7 @@ public Integer getFirstOnBit(double input) { }else{ if(input < getMinVal()) { if(clipInput() && !isPeriodic()) { - LOG.info("Clipped input " + getName() + "=" + input + " to minval " + getMinVal()); + LOGGER.info("Clipped input " + getName() + "=" + input + " to minval " + getMinVal()); input = getMinVal(); }else{ throw new IllegalStateException("input (" + input +") less than range (" + @@ -327,7 +327,7 @@ public Integer getFirstOnBit(double input) { }else{ if(input > getMaxVal()) { if(clipInput()) { - LOG.info("Clipped input " + getName() + "=" + input + " to maxval " + getMaxVal()); + LOGGER.info("Clipped input " + getName() + "=" + input + " to maxval " + getMaxVal()); input = getMaxVal(); }else{ throw new IllegalStateException("input (" + input +") greater than periodic range (" + @@ -444,13 +444,13 @@ public void encodeIntoArray(Double input, int[] output) { ArrayUtils.setIndexesTo(output, ArrayUtils.range(minbin, maxbin + 1), 1); } - LOG.trace(""); - LOG.trace("input: " + input); - LOG.trace("range: " + getMinVal() + " - " + getMaxVal()); - LOG.trace("n:" + getN() + "w:" + getW() + "resolution:" + getResolution() + + LOGGER.trace(""); + LOGGER.trace("input: " + input); + LOGGER.trace("range: " + getMinVal() + " - " + getMaxVal()); + LOGGER.trace("n:" + getN() + "w:" + getW() + "resolution:" + getResolution() + "radius:" + getRadius() + "periodic:" + isPeriodic()); - LOG.trace("output: " + Arrays.toString(output)); - LOG.trace("input desc: " + decode(output, "")); + LOGGER.trace("output: " + Arrays.toString(output)); + LOGGER.trace("input desc: " + decode(output, "")); } /** @@ -503,9 +503,9 @@ public DecodeResult decode(int[] encoded, String parentFieldName) { } } - LOG.trace("raw output:" + Arrays.toString( - ArrayUtils.sub(encoded, ArrayUtils.range(0, getN())))); - LOG.trace("filtered output:" + Arrays.toString(tmpOutput)); + LOGGER.trace("raw output:" + Arrays.toString( + ArrayUtils.sub(encoded, ArrayUtils.range(0, getN())))); + LOGGER.trace("filtered output:" + Arrays.toString(tmpOutput)); // ------------------------------------------------------------------------ // Find each run of 1's. From 1c162bf74896522e1b5dfd1cbc48d0672cfb3088 Mon Sep 17 00:00:00 2001 From: Sean Connolly Date: Wed, 4 Feb 2015 21:43:32 +0100 Subject: [PATCH 11/56] Switched use of verbosity to SLF4J --- .../nupic/encoders/AdaptiveScalarEncoder.java | 45 ++++++++++--------- 1 file changed, 23 insertions(+), 22 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/AdaptiveScalarEncoder.java b/src/main/java/org/numenta/nupic/encoders/AdaptiveScalarEncoder.java index 6bbf5fe2..a00cf8be 100644 --- a/src/main/java/org/numenta/nupic/encoders/AdaptiveScalarEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/AdaptiveScalarEncoder.java @@ -1,31 +1,36 @@ package org.numenta.nupic.encoders; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + import java.util.ArrayList; import java.util.Arrays; import java.util.List; public class AdaptiveScalarEncoder extends ScalarEncoder { + private static final Logger LOGGER = LoggerFactory.getLogger(AdaptiveScalarEncoder.class); + /* * This is an implementation of the scalar encoder that adapts the min and * max of the scalar encoder dynamically. This is essential to the streaming * model of the online prediction framework. - * + * * Initialization of an adapive encoder using resolution or radius is not * supported; it must be intitialized with n. This n is kept constant while * the min and max of the encoder changes. - * + * * The adaptive encoder must be have periodic set to false. - * + * * The adaptive encoder may be initialized with a minval and maxval or with * `None` for each of these. In the latter case, the min and max are set as * the 1st and 99th percentile over a window of the past 100 records. - * + * * *Note:** the sliding window may record duplicates of the values in the * dataset, and therefore does not reflect the statistical distribution of * the input data and may not be used to calculate the median, mean etc. */ - + public int recordNum = 0; public boolean learningEnabled = true; public Double[] slidingWindow = new Double[0]; @@ -34,7 +39,7 @@ public class AdaptiveScalarEncoder extends ScalarEncoder { /* * (non-Javadoc) - * + * * @see org.numenta.nupic.encoders.ScalarEncoder#init() */ @Override @@ -42,10 +47,10 @@ public void init() { this.setPeriodic(false); super.init(); } - + /* * (non-Javadoc) - * + * * @see org.numenta.nupic.encoders.ScalarEncoder#initEncoder(int, double, * double, int, double, double) */ @@ -71,7 +76,7 @@ public AdaptiveScalarEncoder() { /** * Returns a builder for building AdaptiveScalarEncoder. This builder may be * reused to produce multiple builders - * + * * @return a {@code AdaptiveScalarEncoder.Builder} */ public static AdaptiveScalarEncoder.Builder adaptiveBuilder() { @@ -129,7 +134,7 @@ private void setMinAndMax(Double input, boolean learn) { slidingWindow = deleteItem(slidingWindow, 0); } slidingWindow = appendItem(slidingWindow, input); - + if (this.minVal == this.maxVal) { this.minVal = input; this.maxVal = input + 1; @@ -140,20 +145,16 @@ private void setMinAndMax(Double input, boolean learn) { double minOverWindow = sorted[0]; double maxOverWindow = sorted[sorted.length - 1]; if (minOverWindow < this.minVal) { - if (this.verbosity >= 2) { - System.out.println(String.format("Input %s=%d smaller than minval %d. Adjusting minval to %d", - this.name, input, this.minVal, minOverWindow)); - this.minVal = minOverWindow; - setEncoderParams(); - } + LOGGER.trace("Input {}={} smaller than minVal {}. Adjusting minVal to {}", + this.name, input, this.minVal, minOverWindow); + this.minVal = minOverWindow; + setEncoderParams(); } if (maxOverWindow > this.maxVal) { - if (this.verbosity >= 2) { - System.out.println(String.format("Input %s=%d greater than maxval %d. Adjusting maxval to %d", - this.name, input, this.minVal, minOverWindow)); - this.maxVal = maxOverWindow; - setEncoderParams(); - } + LOGGER.trace("Input {}={} greater than maxVal {}. Adjusting maxVal to {}", + this.name, input, this.minVal, minOverWindow); + this.maxVal = maxOverWindow; + setEncoderParams(); } } } From edb81ae8b073e7e9a5a47b60401cf36f911dabae Mon Sep 17 00:00:00 2001 From: David Ray Date: Wed, 4 Feb 2015 14:43:49 -0600 Subject: [PATCH 12/56] add joda time library --- libs/joda-time-2.5.jar | Bin 0 -> 588001 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 libs/joda-time-2.5.jar diff --git a/libs/joda-time-2.5.jar b/libs/joda-time-2.5.jar new file mode 100644 index 0000000000000000000000000000000000000000..4fe151d0fa6c5840cfd98e2488629456d99eadc8 GIT binary patch literal 588001 zcma%ib9kl8(r-AiZCexDwryv{Sg|p&IdLYOWMVrL+sVYXZQVKN!`*wId-l2OkG0_208vsmg-n? z3IGKG@dXC~LH{F}ys(0_gt)32qr60nio8RR5OPP-CDA<;5Y#S{l8xW$E^m5Zt})CY z!xhJj?ljT-^|*?O4jMY<$aOuF(_wuqOBzKa^cEaQnS3ifd1Y(kBb6f2YUI=VYZI+# zVWJ84YcOfxpnkXSG4BH>R(PF>Hh3e$jPa!uU1_D1BZUicX0%?3I4opeH%5ZeQHXJ- z(d!)kYfBch^b9s?{LtsBY0f|=?;FHYnX|%bxxgr;OIAwoB3~BvwUVRWitq%)I00?a 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Date: Fri, 6 Feb 2015 07:06:48 -0600 Subject: [PATCH 15/56] Fix typo --- build.gradle | 11 +++-- src/jmh/java/sample/SampleBenchmark.java | 48 ------------------- .../numenta/nupic/research/SpatialPooler.java | 2 +- src/main/java/sample/SampleClass.java | 14 ------ 4 files changed, 9 insertions(+), 66 deletions(-) delete mode 100644 src/jmh/java/sample/SampleBenchmark.java delete mode 100644 src/main/java/sample/SampleClass.java diff --git a/build.gradle b/build.gradle index d51762ee..67d06b56 100644 --- a/build.gradle +++ b/build.gradle @@ -68,9 +68,14 @@ jmh { //jmhVersion = '1.5.1' } -tasks.jmhClasses.execute() -tasks.jmhJar.execute() -tasks.jmh.execute() +task runBench(dependsOn: check) << { + tasks.jmhClasses.execute() + tasks.jmhJar.execute() + tasks.jmh.execute() +} + +tasks.runBench.execute() + ///////////////////////////////////////////////////////////////////////// // create Gradle wrapper with command line `gradle wrapper` in terminal diff --git a/src/jmh/java/sample/SampleBenchmark.java b/src/jmh/java/sample/SampleBenchmark.java deleted file mode 100644 index 93fe38d3..00000000 --- a/src/jmh/java/sample/SampleBenchmark.java +++ /dev/null @@ -1,48 +0,0 @@ -package sample; - -import org.openjdk.jmh.annotations.Benchmark; -import org.openjdk.jmh.annotations.Scope; -import org.openjdk.jmh.annotations.State; - -import java.util.concurrent.ThreadLocalRandom; - -public class SampleBenchmark { - - @State(Scope.Thread) - public static class Point { - - private static final double MAX_VALUE = 10_000; - public final double a, b; - - public Point() { - a = ThreadLocalRandom.current().nextDouble(MAX_VALUE); - b = ThreadLocalRandom.current().nextDouble(MAX_VALUE); - } - } - - @Benchmark - public double measureHypot_baseline(Point p) { - return Math.sqrt(p.a * p.a + p.b * p.b); - } - -// @Benchmark -// public double measureHypot_direct(Point p) { -// return Math.hypot(p.a, p.b); -// } -// -// @Benchmark -// public double measureHypot_wrapped(Point p) { -// return SampleClass.foo(p.a, p.b); -// } -// -// @Benchmark -// public double measureLog_direct(Point p) { -// return Math.pow(p.a, p.b); -// } -// -// @Benchmark -// public double measureLog_wrapped(Point p) { -// return SampleClass.bar(p.a, p.b); -// } - -} diff --git a/src/main/java/org/numenta/nupic/research/SpatialPooler.java b/src/main/java/org/numenta/nupic/research/SpatialPooler.java index 876f117b..a9968bbf 100644 --- a/src/main/java/org/numenta/nupic/research/SpatialPooler.java +++ b/src/main/java/org/numenta/nupic/research/SpatialPooler.java @@ -574,7 +574,7 @@ public void updatePermanencesForColumnSparse(Connections c, double[] perm, Colum } /** - * Returns a randomly generated permanence value for a synapses that is + * Returns a randomly generated permanence value for a synapse that is * initialized in a connected state. The basic idea here is to initialize * permanence values very close to synPermConnected so that a small number of * learning steps could make it disconnected or connected. diff --git a/src/main/java/sample/SampleClass.java b/src/main/java/sample/SampleClass.java deleted file mode 100644 index 9626bac3..00000000 --- a/src/main/java/sample/SampleClass.java +++ /dev/null @@ -1,14 +0,0 @@ -package sample; - - -public class SampleClass { - - public static double foo(double a, double b) { - return Math.hypot(a, b); - } - - public static double bar(double a, double b) { - return Math.pow(a, b); - } - -} From a96a7d4686ef383399812e92a7df58d5ba3c8bc0 Mon Sep 17 00:00:00 2001 From: David Ray Date: Fri, 6 Feb 2015 07:35:22 -0600 Subject: [PATCH 16/56] Optimize some Condition object creation out --- .../numenta/nupic/research/SpatialPooler.java | 18 +++++------------- .../org/numenta/nupic/util/ArrayUtils.java | 5 +++++ 2 files changed, 10 insertions(+), 13 deletions(-) diff --git a/src/main/java/org/numenta/nupic/research/SpatialPooler.java b/src/main/java/org/numenta/nupic/research/SpatialPooler.java index a9968bbf..b7916ba9 100644 --- a/src/main/java/org/numenta/nupic/research/SpatialPooler.java +++ b/src/main/java/org/numenta/nupic/research/SpatialPooler.java @@ -425,10 +425,8 @@ public double avgColumnsPerInput(Connections c) { * survived inhibition. */ public void adaptSynapses(Connections c, int[] inputVector, int[] activeColumns) { - int[] inputIndices = ArrayUtils.where(inputVector, new Condition.Adapter() { - @Override - public boolean eval(int i) { return i > 0; } - }); + int[] inputIndices = ArrayUtils.where(inputVector, ArrayUtils.INT_GREATER_THAN_0); + double[] permChanges = new double[c.getNumInputs()]; Arrays.fill(permChanges, -1 * c.getSynPermInactiveDec()); ArrayUtils.setIndexesTo(permChanges, inputIndices, c.getSynPermActiveInc()); @@ -689,7 +687,7 @@ public int mapColumn(Connections c, int columnIndex) { * Maps a column to its input bits. This method encapsulates the topology of * the region. It takes the index of the column as an argument and determines * what are the indices of the input vector that are located within the - * column's potential pooc. The return value is a list containing the indices + * column's potential pool. The return value is a list containing the indices * of the input bits. The current implementation of the base class only * supports a 1 dimensional topology of columns with a 1 dimensional topology * of inputs. To extend this class to support 2-D topology you will need to @@ -927,11 +925,7 @@ public int[] inhibitColumnsLocal(Connections c, double[] overlaps, double densit overlaps[i] += addToWinners; } } - return ArrayUtils.where(activeColumns, new Condition.Adapter() { - @Override public boolean eval(int n) { - return n > 0; - } - }); + return ArrayUtils.where(activeColumns, ArrayUtils.INT_GREATER_THAN_0); } /** @@ -960,9 +954,7 @@ public int[] inhibitColumnsLocal(Connections c, double[] overlaps, double densit */ public void updateBoostFactors(Connections c) { //Indexes of values > 0 - int[] mask = ArrayUtils.where(c.getMinActiveDutyCycles(), new Condition.Adapter() { - @Override public boolean eval(double d) { return d > 0; } - }); + int[] mask = ArrayUtils.where(c.getMinActiveDutyCycles(), ArrayUtils.GREATER_THAN_0); final double[] activeDutyCycles = c.getActiveDutyCycles(); final double[] minActiveDutyCycles = c.getMinActiveDutyCycles(); diff --git a/src/main/java/org/numenta/nupic/util/ArrayUtils.java b/src/main/java/org/numenta/nupic/util/ArrayUtils.java index a2317c68..48022623 100644 --- a/src/main/java/org/numenta/nupic/util/ArrayUtils.java +++ b/src/main/java/org/numenta/nupic/util/ArrayUtils.java @@ -53,6 +53,11 @@ public boolean eval(double i) { return i > 0; } }; + public static Condition INT_GREATER_THAN_0 = new Condition.Adapter() { + public boolean eval(int i) { + return i > 0; + } + }; /** * Return a new double[] containing the difference of each element and its From 8371f1e744f0ab5a0fc22f5d430684bc90fae311 Mon Sep 17 00:00:00 2001 From: David Ray Date: Mon, 9 Feb 2015 10:09:55 -0600 Subject: [PATCH 17/56] Fixed docs and major Addition of Benchmark classes and configuration --- ....java Unit Test ] SpatialPoolerTest.launch | 6 +- ...java Unit Test ] TemporalMemoryTest.launch | 6 +- build.gradle | 30 +++--- .../AbstractAlgorithmBenchmark.java | 91 +++++++++++++++++++ ...patialPoolerGlobalInhibitionBenchmark.java | 46 ++++++++++ ...SpatialPoolerLocalInhibitionBenchmark.java | 37 ++++++++ .../benchmarks/TemporalMemoryBenchmark.java | 55 +++++++++++ .../java/org/numenta/nupic/Connections.java | 3 +- .../numenta/nupic/research/SpatialPooler.java | 21 ++--- .../nupic/research/TemporalMemory.java | 2 +- .../org/numenta/nupic/util/ArrayUtils.java | 7 +- .../numenta/nupic/util/PatternMachine.java | 3 - .../org/numenta/nupic/util/SparseMatrix.java | 4 +- .../nupic/research/SpatialPoolerTest.java | 2 +- 14 files changed, 272 insertions(+), 41 deletions(-) create mode 100644 src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java create mode 100644 src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java create mode 100644 src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java create mode 100644 src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java diff --git a/[ htm.java Unit Test ] SpatialPoolerTest.launch b/[ htm.java Unit Test ] SpatialPoolerTest.launch index 920870cf..1a6f65fd 100644 --- a/[ htm.java Unit Test ] SpatialPoolerTest.launch +++ b/[ htm.java Unit Test ] SpatialPoolerTest.launch @@ -1,10 +1,10 @@ - + - + @@ -25,7 +25,7 @@ - + diff --git a/[ htm.java Unit Test ] TemporalMemoryTest.launch b/[ htm.java Unit Test ] TemporalMemoryTest.launch index f40697bf..63ec3076 100644 --- a/[ htm.java Unit Test ] TemporalMemoryTest.launch +++ b/[ htm.java Unit Test ] TemporalMemoryTest.launch @@ -1,10 +1,10 @@ - + - + @@ -25,7 +25,7 @@ - + diff --git a/build.gradle b/build.gradle index 67d06b56..8f7ed17b 100644 --- a/build.gradle +++ b/build.gradle @@ -39,7 +39,9 @@ dependencies { testCompile group: 'ch.qos.logback', name: 'logback-classic', version:'1.1.2' } -///////////////////////// jmh Benchmarking Tool /////////////////////// +///////////////////////////////////////////////////////////////// +// jmh Benchmarking Tool // +///////////////////////////////////////////////////////////////// buildscript { repositories { jcenter() @@ -54,9 +56,8 @@ buildscript { dependencies { classpath 'me.champeau.gradle:jmh-gradle-plugin:0.1.3' classpath 'com.github.jengelman.gradle.plugins:shadow:1.2.0' - classpath 'org.openjdk.jmh:jmh-generator-annprocess:0.5.4' + classpath 'org.openjdk.jmh:jmh-generator-annprocess:1.5.2' } - } apply plugin: 'me.champeau.gradle.jmh' @@ -64,19 +65,24 @@ apply plugin: 'com.github.johnrengelman.shadow' jmh { resultFormat = 'CSV' - fork = 0 - //jmhVersion = '1.5.1' + fork = 1 + warmupIterations = 5 // Number of warm up iterations to do. + iterations = 5 // Number of measurement iterations to do. } -task runBench(dependsOn: check) << { - tasks.jmhClasses.execute() - tasks.jmhJar.execute() - tasks.jmh.execute() +task runBench(dependsOn: ['parent.compile', 'test']) << { + if(!project.hasProperty('skipbench')) { + tasks.compileJmhJava.execute() + tasks.processJmhResources.execute() + tasks.jmhJar.execute() + tasks.jmh.execute() + } } -tasks.runBench.execute() - -///////////////////////////////////////////////////////////////////////// +check.doLast { + tasks.runBench.execute() +} +/////////////////// END jmh ///////////////////// // create Gradle wrapper with command line `gradle wrapper` in terminal task wrapper(type: Wrapper) { diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java new file mode 100644 index 00000000..e9527919 --- /dev/null +++ b/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java @@ -0,0 +1,91 @@ +package org.numenta.nupic.benchmarks; + +import org.numenta.nupic.Connections; +import org.numenta.nupic.Parameters; +import org.numenta.nupic.Parameters.KEY; +import org.numenta.nupic.encoders.ScalarEncoder; +import org.numenta.nupic.research.SpatialPooler; +import org.numenta.nupic.research.TemporalMemory; +import org.openjdk.jmh.annotations.Scope; +import org.openjdk.jmh.annotations.Setup; +import org.openjdk.jmh.annotations.State; + +@State(Scope.Benchmark) +public abstract class AbstractAlgorithmBenchmark { + + protected int[] SDR; + protected ScalarEncoder encoder; + protected SpatialPooler pooler; + protected TemporalMemory temporalMemory; + protected Connections memory; + + @Setup + public void init() { + SDR = new int[2048]; + + //Layer components + ScalarEncoder.Builder dayBuilder = + ScalarEncoder.builder() + .n(8) + .w(3) + .radius(1.0) + .minVal(1.0) + .maxVal(8) + .periodic(true) + .forced(true) + .resolution(1); + encoder = dayBuilder.build(); + pooler = new SpatialPooler(); + + memory = new Connections(); + Parameters params = getParameters(); + params.apply(memory); + + pooler = new SpatialPooler(); + pooler.init(memory); + + temporalMemory = new TemporalMemory(); + temporalMemory.init(memory); + } + + /** + * Create and return a {@link Parameters} object. + * + * @return + */ + protected Parameters getParameters() { + Parameters parameters = Parameters.getAllDefaultParameters(); + parameters.setParameterByKey(KEY.INPUT_DIMENSIONS, new int[] { 8 }); + parameters.setParameterByKey(KEY.COLUMN_DIMENSIONS, new int[] { 2048 }); + parameters.setParameterByKey(KEY.CELLS_PER_COLUMN, 32); + + //SpatialPooler specific + parameters.setParameterByKey(KEY.POTENTIAL_RADIUS, 12);//3 + parameters.setParameterByKey(KEY.POTENTIAL_PCT, 0.5);//0.5 + parameters.setParameterByKey(KEY.GLOBAL_INHIBITIONS, false); + parameters.setParameterByKey(KEY.LOCAL_AREA_DENSITY, -1.0); + parameters.setParameterByKey(KEY.NUM_ACTIVE_COLUMNS_PER_INH_AREA, 5.0); + parameters.setParameterByKey(KEY.STIMULUS_THRESHOLD, 1.0); + parameters.setParameterByKey(KEY.SYN_PERM_INACTIVE_DEC, 0.01); + parameters.setParameterByKey(KEY.SYN_PERM_ACTIVE_INC, 0.1); + parameters.setParameterByKey(KEY.SYN_PERM_TRIM_THRESHOLD, 0.05); + parameters.setParameterByKey(KEY.SYN_PERM_CONNECTED, 0.1); + parameters.setParameterByKey(KEY.MIN_PCT_OVERLAP_DUTY_CYCLE, 0.1); + parameters.setParameterByKey(KEY.MIN_PCT_ACTIVE_DUTY_CYCLE, 0.1); + parameters.setParameterByKey(KEY.DUTY_CYCLE_PERIOD, 10); + parameters.setParameterByKey(KEY.MAX_BOOST, 10.0); + parameters.setParameterByKey(KEY.SEED, 42); + parameters.setParameterByKey(KEY.SP_VERBOSITY, 0); + + //Temporal Memory specific + parameters.setParameterByKey(KEY.INITIAL_PERMANENCE, 0.4); + parameters.setParameterByKey(KEY.CONNECTED_PERMANENCE, 0.5); + parameters.setParameterByKey(KEY.MIN_THRESHOLD, 4); + parameters.setParameterByKey(KEY.MAX_NEW_SYNAPSE_COUNT, 4); + parameters.setParameterByKey(KEY.PERMANENCE_INCREMENT, 0.05); + parameters.setParameterByKey(KEY.PERMANENCE_DECREMENT, 0.05); + parameters.setParameterByKey(KEY.ACTIVATION_THRESHOLD, 4); + + return parameters; + } +} diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java new file mode 100644 index 00000000..ae0d9417 --- /dev/null +++ b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java @@ -0,0 +1,46 @@ +package org.numenta.nupic.benchmarks; + +import java.util.concurrent.TimeUnit; + +import org.numenta.nupic.Parameters; +import org.numenta.nupic.Parameters.KEY; +import org.openjdk.jmh.annotations.Benchmark; +import org.openjdk.jmh.annotations.BenchmarkMode; +import org.openjdk.jmh.annotations.Mode; +import org.openjdk.jmh.annotations.OutputTimeUnit; +import org.openjdk.jmh.annotations.Setup; +import org.openjdk.jmh.infra.Blackhole; + +public class SpatialPoolerGlobalInhibitionBenchmark extends AbstractAlgorithmBenchmark { + + private int[][] input; + + @Setup + public void init() { + super.init(); + + input = new int[7][8]; + for(int i = 0;i < 7;i++) { + input[i] = encoder.encode((double) i + 1); + } + } + + @Override + protected Parameters getParameters() { + Parameters parameters = super.getParameters(); + parameters.setParameterByKey(KEY.GLOBAL_INHIBITIONS, true); + return parameters; + } + + @Benchmark + @BenchmarkMode(Mode.AverageTime) + @OutputTimeUnit(TimeUnit.MILLISECONDS) + public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { + for(int i = 0;i < 7;i++) { + pooler.compute(memory, input[i], SDR, true, false); + } + + return SDR; + } + +} diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java new file mode 100644 index 00000000..8c2aafbe --- /dev/null +++ b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java @@ -0,0 +1,37 @@ +package org.numenta.nupic.benchmarks; + +import java.util.concurrent.TimeUnit; + +import org.openjdk.jmh.annotations.Benchmark; +import org.openjdk.jmh.annotations.BenchmarkMode; +import org.openjdk.jmh.annotations.Mode; +import org.openjdk.jmh.annotations.OutputTimeUnit; +import org.openjdk.jmh.annotations.Setup; +import org.openjdk.jmh.infra.Blackhole; + +public class SpatialPoolerLocalInhibitionBenchmark extends AbstractAlgorithmBenchmark { + + private int[][] input; + + @Setup + public void init() { + super.init(); + + input = new int[7][8]; + for(int i = 0;i < 7;i++) { + input[i] = encoder.encode((double) i + 1); + } + } + + @Benchmark + @BenchmarkMode(Mode.AverageTime) + @OutputTimeUnit(TimeUnit.MILLISECONDS) + public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { + for(int i = 0;i < 7;i++) { + pooler.compute(memory, input[i], SDR, true, false); + } + + return SDR; + } + +} diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java new file mode 100644 index 00000000..4e8413be --- /dev/null +++ b/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java @@ -0,0 +1,55 @@ +package org.numenta.nupic.benchmarks; + +import java.util.concurrent.TimeUnit; + +import org.numenta.nupic.research.ComputeCycle; +import org.numenta.nupic.util.ArrayUtils; +import org.openjdk.jmh.annotations.Benchmark; +import org.openjdk.jmh.annotations.BenchmarkMode; +import org.openjdk.jmh.annotations.Mode; +import org.openjdk.jmh.annotations.OutputTimeUnit; +import org.openjdk.jmh.annotations.Scope; +import org.openjdk.jmh.annotations.State; +import org.openjdk.jmh.infra.Blackhole; + +@State(Scope.Benchmark) +public class TemporalMemoryBenchmark extends AbstractAlgorithmBenchmark { + + private int[][] input; + private int[][] SDRs; + + public void init() { + super.init(); + + //Initialize the encoder's encoded output + input = new int[7][8]; + for(int i = 0;i < 7;i++) { + input[i] = encoder.encode((double) i + 1); + } + + SDRs = new int[7][]; + + for(int i = 0;i < 7;i++) { + pooler.compute(memory, input[i], SDR, true, false); + SDRs[i] = ArrayUtils.where(SDR, ArrayUtils.WHERE_1); + } + + for(int j = 0;j < 100;j++) { + for(int i = 0;i < 7;i++) { + temporalMemory.compute(memory, SDRs[i], true); + } + } + } + + @Benchmark + @BenchmarkMode(Mode.AverageTime) + @OutputTimeUnit(TimeUnit.MILLISECONDS) + public ComputeCycle measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { + ComputeCycle cc = null; + for(int i = 0;i < 7;i++) { + cc = temporalMemory.compute(memory, SDRs[i], true); + } + + return cc; + } +} diff --git a/src/main/java/org/numenta/nupic/Connections.java b/src/main/java/org/numenta/nupic/Connections.java index 15e6d6f9..8f20b24f 100644 --- a/src/main/java/org/numenta/nupic/Connections.java +++ b/src/main/java/org/numenta/nupic/Connections.java @@ -131,7 +131,6 @@ public class Connections { private double[] minActiveDutyCycles; private double[] boostFactors; - /////////////////////////////////////// Temporal Memory Vars /////////////////////////////////////////// protected Set activeCells = new LinkedHashSet(); @@ -1038,7 +1037,7 @@ public int getProxSynCount() { * High verbose output useful for debugging */ public void printParameters() { - System.out.println("------------J SpatialPooler Parameters ------------------"); + System.out.println("------------ SpatialPooler Parameters ------------------"); System.out.println("numInputs = " + getNumInputs()); System.out.println("numColumns = " + getNumColumns()); System.out.println("columnDimensions = " + getColumnDimensions()); diff --git a/src/main/java/org/numenta/nupic/research/SpatialPooler.java b/src/main/java/org/numenta/nupic/research/SpatialPooler.java index b7916ba9..48132b37 100644 --- a/src/main/java/org/numenta/nupic/research/SpatialPooler.java +++ b/src/main/java/org/numenta/nupic/research/SpatialPooler.java @@ -280,7 +280,7 @@ public void updateMinDutyCyclesLocal(Connections c) { /** * Updates the duty cycles for each column. The OVERLAP duty cycle is a moving - * average of the number of inputs which overlapped with the each column. The + * average of the number of inputs which overlapped with each column. The * ACTIVITY duty cycles is a moving average of the frequency of activation for * each column. * @@ -752,6 +752,7 @@ public TIntArrayList getNeighborsND(Connections c, int columnIndex, SparseMatrix final int[] dimensions = topology.getDimensions(); int[] columnCoords = topology.computeCoordinates(columnIndex); List dimensionCoords = new ArrayList<>(); + for(int i = 0;i < dimensions.length;i++) { int[] range = ArrayUtils.range(columnCoords[i] - inhibitionRadius, columnCoords[i] + inhibitionRadius + 1); int[] curRange = new int[range.length]; @@ -763,10 +764,7 @@ public TIntArrayList getNeighborsND(Connections c, int columnIndex, SparseMatrix }else{ final int idx = i; curRange = ArrayUtils.retainLogicalAnd(range, - new Condition[] { - new Condition.Adapter() { - @Override public boolean eval(int n) { return n >= 0; } - }, + new Condition[] { ArrayUtils.GREATER_OR_EQUAL_0, new Condition.Adapter() { @Override public boolean eval(int n) { return n < dimensions[idx]; } } @@ -871,7 +869,8 @@ public int[] inhibitColumns(Connections c, double[] overlaps) { ArrayUtils.d_add(overlaps, c.getTieBreaker()); if(c.getGlobalInhibition() || c.getInhibitionRadius() > ArrayUtils.max(c.getColumnDimensions())) { - return inhibitColumnsGlobal(c, overlaps, density); + int[] nhibit = inhibitColumnsGlobal(c, overlaps, density); + return nhibit; } return inhibitColumnsLocal(c, overlaps, density); } @@ -953,12 +952,12 @@ public int[] inhibitColumnsLocal(Connections c, double[] overlaps, double densit * minActiveDutyCycle */ public void updateBoostFactors(Connections c) { + double[] activeDutyCycles = c.getActiveDutyCycles(); + double[] minActiveDutyCycles = c.getMinActiveDutyCycles(); + //Indexes of values > 0 - int[] mask = ArrayUtils.where(c.getMinActiveDutyCycles(), ArrayUtils.GREATER_THAN_0); + int[] mask = ArrayUtils.where(minActiveDutyCycles, ArrayUtils.GREATER_THAN_0); - final double[] activeDutyCycles = c.getActiveDutyCycles(); - final double[] minActiveDutyCycles = c.getMinActiveDutyCycles(); - double[] boostInterim; if(mask.length < 1) { boostInterim = c.getBoostFactors(); @@ -968,7 +967,7 @@ public void updateBoostFactors(Connections c) { boostInterim = ArrayUtils.divide(numerator, minActiveDutyCycles, 0, 0); boostInterim = ArrayUtils.multiply(boostInterim, activeDutyCycles, 0, 0); boostInterim = ArrayUtils.d_add(boostInterim, c.getMaxBoost()); - } + } ArrayUtils.setIndexesTo(boostInterim, ArrayUtils.where(activeDutyCycles, new Condition.Adapter() { int i = 0; diff --git a/src/main/java/org/numenta/nupic/research/TemporalMemory.java b/src/main/java/org/numenta/nupic/research/TemporalMemory.java index 1027ae34..427ad309 100644 --- a/src/main/java/org/numenta/nupic/research/TemporalMemory.java +++ b/src/main/java/org/numenta/nupic/research/TemporalMemory.java @@ -153,7 +153,7 @@ public ComputeCycle computeFn(Connections c, Set activeColumns, Set 0; } }; + public static Condition GREATER_OR_EQUAL_0 = new Condition.Adapter() { + @Override public boolean eval(int n) { return n >= 0; } + }; /** * Return a new double[] containing the difference of each element and its @@ -458,8 +461,8 @@ public static double[] roundDivide(double[] dividend, double[] divisor, int scal * @return * @throws IllegalArgumentException if the two argument arrays are not the same length */ - public static double[] multiply(double[] multiplicand, double[] factor, - double multiplicandAdjustment, double factorAdjustment) { + public static double[] multiply( + double[] multiplicand, double[] factor, double multiplicandAdjustment, double factorAdjustment) { if (multiplicand.length != factor.length) { throw new IllegalArgumentException( diff --git a/src/main/java/org/numenta/nupic/util/PatternMachine.java b/src/main/java/org/numenta/nupic/util/PatternMachine.java index 616893af..3dd747b5 100644 --- a/src/main/java/org/numenta/nupic/util/PatternMachine.java +++ b/src/main/java/org/numenta/nupic/util/PatternMachine.java @@ -89,9 +89,6 @@ public PatternMachine(int n, int w, int seed) { public void generate() { LinkedHashSet pattern; for(int i = 0;i < numPatterns;i++) { - if(i == 80) { - System.out.println("at index 80"); - } pattern = sample(new ArrayList(xrange(0, n)), w); patterns.put(i, pattern); } diff --git a/src/main/java/org/numenta/nupic/util/SparseMatrix.java b/src/main/java/org/numenta/nupic/util/SparseMatrix.java index b1ff5695..a1552a1a 100644 --- a/src/main/java/org/numenta/nupic/util/SparseMatrix.java +++ b/src/main/java/org/numenta/nupic/util/SparseMatrix.java @@ -401,9 +401,7 @@ protected void checkDims(int[] index) { } for(int i = 0;i < index.length - 1;i++) { if(index[i] >= dimensions[i]) { - System.out.println("index = " + index[i] + ", dimensions = " + dimensions[i] + ", i = " + i ); - - throw new IllegalArgumentException("Specified coordinates exceed the configured array dimensions " + + throw new IllegalArgumentException("Specified coordinates exceed the configured array dimensions " + print1DArray(index) + " > " + print1DArray(dimensions)); } } diff --git a/src/test/java/org/numenta/nupic/research/SpatialPoolerTest.java b/src/test/java/org/numenta/nupic/research/SpatialPoolerTest.java index 3a952fd6..1c3f548e 100644 --- a/src/test/java/org/numenta/nupic/research/SpatialPoolerTest.java +++ b/src/test/java/org/numenta/nupic/research/SpatialPoolerTest.java @@ -681,7 +681,7 @@ public void testUpdateBoostFactors() { } //////////////// - minActiveDutyCycles = new double[] { 0.1, 0.2, 0.02, 0.03, 0.7, 0.12 }; + minActiveDutyCycles = new double[] { 0.1, 0.2, 0.02, 0.03, 0.7, 0.12 }; mem.setMinActiveDutyCycles(minActiveDutyCycles); Arrays.fill(activeDutyCycles, 0); mem.setActiveDutyCycles(activeDutyCycles); From f50e9b4a8b0b6b946190276d087b5b852a5e0bde Mon Sep 17 00:00:00 2001 From: David Ray Date: Mon, 9 Feb 2015 18:09:54 -0600 Subject: [PATCH 18/56] Fix indentation --- .../AbstractAlgorithmBenchmark.java | 106 +++++++++--------- ...patialPoolerGlobalInhibitionBenchmark.java | 28 ++--- ...SpatialPoolerLocalInhibitionBenchmark.java | 26 ++--- .../benchmarks/TemporalMemoryBenchmark.java | 48 ++++---- 4 files changed, 104 insertions(+), 104 deletions(-) diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java index e9527919..1cf19fb9 100644 --- a/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java +++ b/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java @@ -12,20 +12,20 @@ @State(Scope.Benchmark) public abstract class AbstractAlgorithmBenchmark { - + protected int[] SDR; protected ScalarEncoder encoder; protected SpatialPooler pooler; protected TemporalMemory temporalMemory; protected Connections memory; - + @Setup public void init() { SDR = new int[2048]; - + //Layer components - ScalarEncoder.Builder dayBuilder = - ScalarEncoder.builder() + ScalarEncoder.Builder dayBuilder = + ScalarEncoder.builder() .n(8) .w(3) .radius(1.0) @@ -34,58 +34,58 @@ public void init() { .periodic(true) .forced(true) .resolution(1); - encoder = dayBuilder.build(); - pooler = new SpatialPooler(); - - memory = new Connections(); - Parameters params = getParameters(); - params.apply(memory); - - pooler = new SpatialPooler(); - pooler.init(memory); - - temporalMemory = new TemporalMemory(); - temporalMemory.init(memory); - } - + encoder = dayBuilder.build(); + pooler = new SpatialPooler(); + + memory = new Connections(); + Parameters params = getParameters(); + params.apply(memory); + + pooler = new SpatialPooler(); + pooler.init(memory); + + temporalMemory = new TemporalMemory(); + temporalMemory.init(memory); + } + /** * Create and return a {@link Parameters} object. * * @return */ protected Parameters getParameters() { - Parameters parameters = Parameters.getAllDefaultParameters(); - parameters.setParameterByKey(KEY.INPUT_DIMENSIONS, new int[] { 8 }); - parameters.setParameterByKey(KEY.COLUMN_DIMENSIONS, new int[] { 2048 }); - parameters.setParameterByKey(KEY.CELLS_PER_COLUMN, 32); - - //SpatialPooler specific - parameters.setParameterByKey(KEY.POTENTIAL_RADIUS, 12);//3 - parameters.setParameterByKey(KEY.POTENTIAL_PCT, 0.5);//0.5 - parameters.setParameterByKey(KEY.GLOBAL_INHIBITIONS, false); - parameters.setParameterByKey(KEY.LOCAL_AREA_DENSITY, -1.0); - parameters.setParameterByKey(KEY.NUM_ACTIVE_COLUMNS_PER_INH_AREA, 5.0); - parameters.setParameterByKey(KEY.STIMULUS_THRESHOLD, 1.0); - parameters.setParameterByKey(KEY.SYN_PERM_INACTIVE_DEC, 0.01); - parameters.setParameterByKey(KEY.SYN_PERM_ACTIVE_INC, 0.1); - parameters.setParameterByKey(KEY.SYN_PERM_TRIM_THRESHOLD, 0.05); - parameters.setParameterByKey(KEY.SYN_PERM_CONNECTED, 0.1); - parameters.setParameterByKey(KEY.MIN_PCT_OVERLAP_DUTY_CYCLE, 0.1); - parameters.setParameterByKey(KEY.MIN_PCT_ACTIVE_DUTY_CYCLE, 0.1); - parameters.setParameterByKey(KEY.DUTY_CYCLE_PERIOD, 10); - parameters.setParameterByKey(KEY.MAX_BOOST, 10.0); - parameters.setParameterByKey(KEY.SEED, 42); - parameters.setParameterByKey(KEY.SP_VERBOSITY, 0); - - //Temporal Memory specific - parameters.setParameterByKey(KEY.INITIAL_PERMANENCE, 0.4); - parameters.setParameterByKey(KEY.CONNECTED_PERMANENCE, 0.5); - parameters.setParameterByKey(KEY.MIN_THRESHOLD, 4); - parameters.setParameterByKey(KEY.MAX_NEW_SYNAPSE_COUNT, 4); - parameters.setParameterByKey(KEY.PERMANENCE_INCREMENT, 0.05); - parameters.setParameterByKey(KEY.PERMANENCE_DECREMENT, 0.05); - parameters.setParameterByKey(KEY.ACTIVATION_THRESHOLD, 4); - - return parameters; - } + Parameters parameters = Parameters.getAllDefaultParameters(); + parameters.setParameterByKey(KEY.INPUT_DIMENSIONS, new int[] { 8 }); + parameters.setParameterByKey(KEY.COLUMN_DIMENSIONS, new int[] { 2048 }); + parameters.setParameterByKey(KEY.CELLS_PER_COLUMN, 32); + + //SpatialPooler specific + parameters.setParameterByKey(KEY.POTENTIAL_RADIUS, 12);//3 + parameters.setParameterByKey(KEY.POTENTIAL_PCT, 0.5);//0.5 + parameters.setParameterByKey(KEY.GLOBAL_INHIBITIONS, false); + parameters.setParameterByKey(KEY.LOCAL_AREA_DENSITY, -1.0); + parameters.setParameterByKey(KEY.NUM_ACTIVE_COLUMNS_PER_INH_AREA, 5.0); + parameters.setParameterByKey(KEY.STIMULUS_THRESHOLD, 1.0); + parameters.setParameterByKey(KEY.SYN_PERM_INACTIVE_DEC, 0.01); + parameters.setParameterByKey(KEY.SYN_PERM_ACTIVE_INC, 0.1); + parameters.setParameterByKey(KEY.SYN_PERM_TRIM_THRESHOLD, 0.05); + parameters.setParameterByKey(KEY.SYN_PERM_CONNECTED, 0.1); + parameters.setParameterByKey(KEY.MIN_PCT_OVERLAP_DUTY_CYCLE, 0.1); + parameters.setParameterByKey(KEY.MIN_PCT_ACTIVE_DUTY_CYCLE, 0.1); + parameters.setParameterByKey(KEY.DUTY_CYCLE_PERIOD, 10); + parameters.setParameterByKey(KEY.MAX_BOOST, 10.0); + parameters.setParameterByKey(KEY.SEED, 42); + parameters.setParameterByKey(KEY.SP_VERBOSITY, 0); + + //Temporal Memory specific + parameters.setParameterByKey(KEY.INITIAL_PERMANENCE, 0.4); + parameters.setParameterByKey(KEY.CONNECTED_PERMANENCE, 0.5); + parameters.setParameterByKey(KEY.MIN_THRESHOLD, 4); + parameters.setParameterByKey(KEY.MAX_NEW_SYNAPSE_COUNT, 4); + parameters.setParameterByKey(KEY.PERMANENCE_INCREMENT, 0.05); + parameters.setParameterByKey(KEY.PERMANENCE_DECREMENT, 0.05); + parameters.setParameterByKey(KEY.ACTIVATION_THRESHOLD, 4); + + return parameters; + } } diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java index ae0d9417..f621f802 100644 --- a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java +++ b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java @@ -12,35 +12,35 @@ import org.openjdk.jmh.infra.Blackhole; public class SpatialPoolerGlobalInhibitionBenchmark extends AbstractAlgorithmBenchmark { - + private int[][] input; - + @Setup public void init() { super.init(); - + input = new int[7][8]; - for(int i = 0;i < 7;i++) { - input[i] = encoder.encode((double) i + 1); - } + for(int i = 0;i < 7;i++) { + input[i] = encoder.encode((double) i + 1); + } } - + @Override protected Parameters getParameters() { Parameters parameters = super.getParameters(); parameters.setParameterByKey(KEY.GLOBAL_INHIBITIONS, true); return parameters; } - + @Benchmark - @BenchmarkMode(Mode.AverageTime) - @OutputTimeUnit(TimeUnit.MILLISECONDS) - public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { + @BenchmarkMode(Mode.AverageTime) + @OutputTimeUnit(TimeUnit.MILLISECONDS) + public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { for(int i = 0;i < 7;i++) { pooler.compute(memory, input[i], SDR, true, false); } - - return SDR; - } + + return SDR; + } } diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java index 8c2aafbe..772b9832 100644 --- a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java +++ b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java @@ -10,28 +10,28 @@ import org.openjdk.jmh.infra.Blackhole; public class SpatialPoolerLocalInhibitionBenchmark extends AbstractAlgorithmBenchmark { - + private int[][] input; - + @Setup public void init() { super.init(); - + input = new int[7][8]; - for(int i = 0;i < 7;i++) { - input[i] = encoder.encode((double) i + 1); - } + for(int i = 0;i < 7;i++) { + input[i] = encoder.encode((double) i + 1); + } } - + @Benchmark - @BenchmarkMode(Mode.AverageTime) - @OutputTimeUnit(TimeUnit.MILLISECONDS) - public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { + @BenchmarkMode(Mode.AverageTime) + @OutputTimeUnit(TimeUnit.MILLISECONDS) + public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { for(int i = 0;i < 7;i++) { pooler.compute(memory, input[i], SDR, true, false); } - - return SDR; - } + + return SDR; + } } diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java index 4e8413be..a0a6b1d9 100644 --- a/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java +++ b/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java @@ -14,42 +14,42 @@ @State(Scope.Benchmark) public class TemporalMemoryBenchmark extends AbstractAlgorithmBenchmark { - + private int[][] input; private int[][] SDRs; - + public void init() { super.init(); - + //Initialize the encoder's encoded output input = new int[7][8]; - for(int i = 0;i < 7;i++) { - input[i] = encoder.encode((double) i + 1); - } - - SDRs = new int[7][]; - - for(int i = 0;i < 7;i++) { - pooler.compute(memory, input[i], SDR, true, false); - SDRs[i] = ArrayUtils.where(SDR, ArrayUtils.WHERE_1); - } - - for(int j = 0;j < 100;j++) { - for(int i = 0;i < 7;i++) { - temporalMemory.compute(memory, SDRs[i], true); - } - } + for(int i = 0;i < 7;i++) { + input[i] = encoder.encode((double) i + 1); + } + + SDRs = new int[7][]; + + for(int i = 0;i < 7;i++) { + pooler.compute(memory, input[i], SDR, true, false); + SDRs[i] = ArrayUtils.where(SDR, ArrayUtils.WHERE_1); + } + + for(int j = 0;j < 100;j++) { + for(int i = 0;i < 7;i++) { + temporalMemory.compute(memory, SDRs[i], true); + } + } } - + @Benchmark @BenchmarkMode(Mode.AverageTime) - @OutputTimeUnit(TimeUnit.MILLISECONDS) - public ComputeCycle measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { + @OutputTimeUnit(TimeUnit.MILLISECONDS) + public ComputeCycle measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { ComputeCycle cc = null; for(int i = 0;i < 7;i++) { cc = temporalMemory.compute(memory, SDRs[i], true); } - + return cc; - } + } } From 7f83a9d28569942c1c700b79a255e03fd8f7cbd7 Mon Sep 17 00:00:00 2001 From: David Ray Date: Mon, 9 Feb 2015 18:32:30 -0600 Subject: [PATCH 19/56] spaces instead of tabs (where was this hiding?) --- .../AbstractAlgorithmBenchmark.java | 132 +++++++++--------- ...patialPoolerGlobalInhibitionBenchmark.java | 58 ++++---- ...SpatialPoolerLocalInhibitionBenchmark.java | 44 +++--- .../benchmarks/TemporalMemoryBenchmark.java | 74 +++++----- 4 files changed, 154 insertions(+), 154 deletions(-) diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java index 1cf19fb9..9d14d847 100644 --- a/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java +++ b/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java @@ -13,79 +13,79 @@ @State(Scope.Benchmark) public abstract class AbstractAlgorithmBenchmark { - protected int[] SDR; - protected ScalarEncoder encoder; - protected SpatialPooler pooler; - protected TemporalMemory temporalMemory; - protected Connections memory; + protected int[] SDR; + protected ScalarEncoder encoder; + protected SpatialPooler pooler; + protected TemporalMemory temporalMemory; + protected Connections memory; - @Setup - public void init() { - SDR = new int[2048]; + @Setup + public void init() { + SDR = new int[2048]; - //Layer components - ScalarEncoder.Builder dayBuilder = - ScalarEncoder.builder() - .n(8) - .w(3) - .radius(1.0) - .minVal(1.0) - .maxVal(8) - .periodic(true) - .forced(true) - .resolution(1); - encoder = dayBuilder.build(); - pooler = new SpatialPooler(); + //Layer components + ScalarEncoder.Builder dayBuilder = + ScalarEncoder.builder() + .n(8) + .w(3) + .radius(1.0) + .minVal(1.0) + .maxVal(8) + .periodic(true) + .forced(true) + .resolution(1); + encoder = dayBuilder.build(); + pooler = new SpatialPooler(); - memory = new Connections(); - Parameters params = getParameters(); - params.apply(memory); + memory = new Connections(); + Parameters params = getParameters(); + params.apply(memory); - pooler = new SpatialPooler(); - pooler.init(memory); + pooler = new SpatialPooler(); + pooler.init(memory); - temporalMemory = new TemporalMemory(); - temporalMemory.init(memory); - } + temporalMemory = new TemporalMemory(); + temporalMemory.init(memory); + } - /** - * Create and return a {@link Parameters} object. - * - * @return - */ - protected Parameters getParameters() { - Parameters parameters = Parameters.getAllDefaultParameters(); - parameters.setParameterByKey(KEY.INPUT_DIMENSIONS, new int[] { 8 }); - parameters.setParameterByKey(KEY.COLUMN_DIMENSIONS, new int[] { 2048 }); - parameters.setParameterByKey(KEY.CELLS_PER_COLUMN, 32); + /** + * Create and return a {@link Parameters} object. + * + * @return + */ + protected Parameters getParameters() { + Parameters parameters = Parameters.getAllDefaultParameters(); + parameters.setParameterByKey(KEY.INPUT_DIMENSIONS, new int[] { 8 }); + parameters.setParameterByKey(KEY.COLUMN_DIMENSIONS, new int[] { 2048 }); + parameters.setParameterByKey(KEY.CELLS_PER_COLUMN, 32); - //SpatialPooler specific - parameters.setParameterByKey(KEY.POTENTIAL_RADIUS, 12);//3 - parameters.setParameterByKey(KEY.POTENTIAL_PCT, 0.5);//0.5 - parameters.setParameterByKey(KEY.GLOBAL_INHIBITIONS, false); - parameters.setParameterByKey(KEY.LOCAL_AREA_DENSITY, -1.0); - parameters.setParameterByKey(KEY.NUM_ACTIVE_COLUMNS_PER_INH_AREA, 5.0); - parameters.setParameterByKey(KEY.STIMULUS_THRESHOLD, 1.0); - parameters.setParameterByKey(KEY.SYN_PERM_INACTIVE_DEC, 0.01); - parameters.setParameterByKey(KEY.SYN_PERM_ACTIVE_INC, 0.1); - parameters.setParameterByKey(KEY.SYN_PERM_TRIM_THRESHOLD, 0.05); - parameters.setParameterByKey(KEY.SYN_PERM_CONNECTED, 0.1); - parameters.setParameterByKey(KEY.MIN_PCT_OVERLAP_DUTY_CYCLE, 0.1); - parameters.setParameterByKey(KEY.MIN_PCT_ACTIVE_DUTY_CYCLE, 0.1); - parameters.setParameterByKey(KEY.DUTY_CYCLE_PERIOD, 10); - parameters.setParameterByKey(KEY.MAX_BOOST, 10.0); - parameters.setParameterByKey(KEY.SEED, 42); - parameters.setParameterByKey(KEY.SP_VERBOSITY, 0); + //SpatialPooler specific + parameters.setParameterByKey(KEY.POTENTIAL_RADIUS, 12);//3 + parameters.setParameterByKey(KEY.POTENTIAL_PCT, 0.5);//0.5 + parameters.setParameterByKey(KEY.GLOBAL_INHIBITIONS, false); + parameters.setParameterByKey(KEY.LOCAL_AREA_DENSITY, -1.0); + parameters.setParameterByKey(KEY.NUM_ACTIVE_COLUMNS_PER_INH_AREA, 5.0); + parameters.setParameterByKey(KEY.STIMULUS_THRESHOLD, 1.0); + parameters.setParameterByKey(KEY.SYN_PERM_INACTIVE_DEC, 0.01); + parameters.setParameterByKey(KEY.SYN_PERM_ACTIVE_INC, 0.1); + parameters.setParameterByKey(KEY.SYN_PERM_TRIM_THRESHOLD, 0.05); + parameters.setParameterByKey(KEY.SYN_PERM_CONNECTED, 0.1); + parameters.setParameterByKey(KEY.MIN_PCT_OVERLAP_DUTY_CYCLE, 0.1); + parameters.setParameterByKey(KEY.MIN_PCT_ACTIVE_DUTY_CYCLE, 0.1); + parameters.setParameterByKey(KEY.DUTY_CYCLE_PERIOD, 10); + parameters.setParameterByKey(KEY.MAX_BOOST, 10.0); + parameters.setParameterByKey(KEY.SEED, 42); + parameters.setParameterByKey(KEY.SP_VERBOSITY, 0); - //Temporal Memory specific - parameters.setParameterByKey(KEY.INITIAL_PERMANENCE, 0.4); - parameters.setParameterByKey(KEY.CONNECTED_PERMANENCE, 0.5); - parameters.setParameterByKey(KEY.MIN_THRESHOLD, 4); - parameters.setParameterByKey(KEY.MAX_NEW_SYNAPSE_COUNT, 4); - parameters.setParameterByKey(KEY.PERMANENCE_INCREMENT, 0.05); - parameters.setParameterByKey(KEY.PERMANENCE_DECREMENT, 0.05); - parameters.setParameterByKey(KEY.ACTIVATION_THRESHOLD, 4); + //Temporal Memory specific + parameters.setParameterByKey(KEY.INITIAL_PERMANENCE, 0.4); + parameters.setParameterByKey(KEY.CONNECTED_PERMANENCE, 0.5); + parameters.setParameterByKey(KEY.MIN_THRESHOLD, 4); + parameters.setParameterByKey(KEY.MAX_NEW_SYNAPSE_COUNT, 4); + parameters.setParameterByKey(KEY.PERMANENCE_INCREMENT, 0.05); + parameters.setParameterByKey(KEY.PERMANENCE_DECREMENT, 0.05); + parameters.setParameterByKey(KEY.ACTIVATION_THRESHOLD, 4); - return parameters; - } + return parameters; + } } diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java index f621f802..38db2e65 100644 --- a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java +++ b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerGlobalInhibitionBenchmark.java @@ -13,34 +13,34 @@ public class SpatialPoolerGlobalInhibitionBenchmark extends AbstractAlgorithmBenchmark { - private int[][] input; - - @Setup - public void init() { - super.init(); - - input = new int[7][8]; - for(int i = 0;i < 7;i++) { - input[i] = encoder.encode((double) i + 1); - } - } - - @Override - protected Parameters getParameters() { - Parameters parameters = super.getParameters(); - parameters.setParameterByKey(KEY.GLOBAL_INHIBITIONS, true); - return parameters; - } - - @Benchmark - @BenchmarkMode(Mode.AverageTime) - @OutputTimeUnit(TimeUnit.MILLISECONDS) - public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { - for(int i = 0;i < 7;i++) { - pooler.compute(memory, input[i], SDR, true, false); - } - - return SDR; - } + private int[][] input; + + @Setup + public void init() { + super.init(); + + input = new int[7][8]; + for(int i = 0;i < 7;i++) { + input[i] = encoder.encode((double) i + 1); + } + } + + @Override + protected Parameters getParameters() { + Parameters parameters = super.getParameters(); + parameters.setParameterByKey(KEY.GLOBAL_INHIBITIONS, true); + return parameters; + } + + @Benchmark + @BenchmarkMode(Mode.AverageTime) + @OutputTimeUnit(TimeUnit.MILLISECONDS) + public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { + for(int i = 0;i < 7;i++) { + pooler.compute(memory, input[i], SDR, true, false); + } + + return SDR; + } } diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java index 772b9832..f0830248 100644 --- a/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java +++ b/src/jmh/java/org/numenta/nupic/benchmarks/SpatialPoolerLocalInhibitionBenchmark.java @@ -11,27 +11,27 @@ public class SpatialPoolerLocalInhibitionBenchmark extends AbstractAlgorithmBenchmark { - private int[][] input; - - @Setup - public void init() { - super.init(); - - input = new int[7][8]; - for(int i = 0;i < 7;i++) { - input[i] = encoder.encode((double) i + 1); - } - } - - @Benchmark - @BenchmarkMode(Mode.AverageTime) - @OutputTimeUnit(TimeUnit.MILLISECONDS) - public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { - for(int i = 0;i < 7;i++) { - pooler.compute(memory, input[i], SDR, true, false); - } - - return SDR; - } + private int[][] input; + + @Setup + public void init() { + super.init(); + + input = new int[7][8]; + for(int i = 0;i < 7;i++) { + input[i] = encoder.encode((double) i + 1); + } + } + + @Benchmark + @BenchmarkMode(Mode.AverageTime) + @OutputTimeUnit(TimeUnit.MILLISECONDS) + public int[] measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { + for(int i = 0;i < 7;i++) { + pooler.compute(memory, input[i], SDR, true, false); + } + + return SDR; + } } diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java index a0a6b1d9..357be37c 100644 --- a/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java +++ b/src/jmh/java/org/numenta/nupic/benchmarks/TemporalMemoryBenchmark.java @@ -15,41 +15,41 @@ @State(Scope.Benchmark) public class TemporalMemoryBenchmark extends AbstractAlgorithmBenchmark { - private int[][] input; - private int[][] SDRs; - - public void init() { - super.init(); - - //Initialize the encoder's encoded output - input = new int[7][8]; - for(int i = 0;i < 7;i++) { - input[i] = encoder.encode((double) i + 1); - } - - SDRs = new int[7][]; - - for(int i = 0;i < 7;i++) { - pooler.compute(memory, input[i], SDR, true, false); - SDRs[i] = ArrayUtils.where(SDR, ArrayUtils.WHERE_1); - } - - for(int j = 0;j < 100;j++) { - for(int i = 0;i < 7;i++) { - temporalMemory.compute(memory, SDRs[i], true); - } - } - } - - @Benchmark - @BenchmarkMode(Mode.AverageTime) - @OutputTimeUnit(TimeUnit.MILLISECONDS) - public ComputeCycle measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { - ComputeCycle cc = null; - for(int i = 0;i < 7;i++) { - cc = temporalMemory.compute(memory, SDRs[i], true); - } - - return cc; - } + private int[][] input; + private int[][] SDRs; + + public void init() { + super.init(); + + //Initialize the encoder's encoded output + input = new int[7][8]; + for(int i = 0;i < 7;i++) { + input[i] = encoder.encode((double) i + 1); + } + + SDRs = new int[7][]; + + for(int i = 0;i < 7;i++) { + pooler.compute(memory, input[i], SDR, true, false); + SDRs[i] = ArrayUtils.where(SDR, ArrayUtils.WHERE_1); + } + + for(int j = 0;j < 100;j++) { + for(int i = 0;i < 7;i++) { + temporalMemory.compute(memory, SDRs[i], true); + } + } + } + + @Benchmark + @BenchmarkMode(Mode.AverageTime) + @OutputTimeUnit(TimeUnit.MILLISECONDS) + public ComputeCycle measureAvgCompute_7_Times(Blackhole bh) throws InterruptedException { + ComputeCycle cc = null; + for(int i = 0;i < 7;i++) { + cc = temporalMemory.compute(memory, SDRs[i], true); + } + + return cc; + } } From 9d749d1982513c1271ad0af2781169002391aa88 Mon Sep 17 00:00:00 2001 From: David Ray Date: Mon, 9 Feb 2015 19:04:58 -0600 Subject: [PATCH 20/56] indent --- .../AbstractAlgorithmBenchmark.java | 19 +++++++++---------- 1 file changed, 9 insertions(+), 10 deletions(-) diff --git a/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java b/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java index 9d14d847..606accc4 100644 --- a/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java +++ b/src/jmh/java/org/numenta/nupic/benchmarks/AbstractAlgorithmBenchmark.java @@ -24,16 +24,15 @@ public void init() { SDR = new int[2048]; //Layer components - ScalarEncoder.Builder dayBuilder = - ScalarEncoder.builder() - .n(8) - .w(3) - .radius(1.0) - .minVal(1.0) - .maxVal(8) - .periodic(true) - .forced(true) - .resolution(1); + ScalarEncoder.Builder dayBuilder = ScalarEncoder.builder() + .n(8) + .w(3) + .radius(1.0) + .minVal(1.0) + .maxVal(8) + .periodic(true) + .forced(true) + .resolution(1); encoder = dayBuilder.build(); pooler = new SpatialPooler(); From 49ec504d8256c3bb8e7e62361fd9b168f87a9926 Mon Sep 17 00:00:00 2001 From: David Ray Date: Tue, 10 Feb 2015 20:59:13 -0600 Subject: [PATCH 21/56] Update README.md --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 787946bd..932e17d8 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,9 @@ Community-supported Java port of the [Numenta Platform for Intelligent Computing Holding area for the development of the Java port of Numenta's online prediction and anomaly detection systems, and implementation of the [Cortical Learning Algorithm (CLA)](https://github.com/numenta/nupic/wiki/Cortical-Learning-Algorithm) -## In The News - see the latest [blog!](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) +# In The News - Update! +* latest[HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) +* archive ([Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) For a more detailed discussion of htm.java see:
    * [htm.java Wiki](https://github.com/numenta/htm.java/wiki) From 5128018fc4012b763e72cb5c9e7e674344917da1 Mon Sep 17 00:00:00 2001 From: David Ray Date: Tue, 10 Feb 2015 21:00:18 -0600 Subject: [PATCH 22/56] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 932e17d8..2709c218 100644 --- a/README.md +++ b/README.md @@ -9,8 +9,8 @@ Community-supported Java port of the [Numenta Platform for Intelligent Computing Holding area for the development of the Java port of Numenta's online prediction and anomaly detection systems, and implementation of the [Cortical Learning Algorithm (CLA)](https://github.com/numenta/nupic/wiki/Cortical-Learning-Algorithm) -# In The News - Update! -* latest[HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) +### In The News - Update! (02/2015) +* latest [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) * archive ([Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) For a more detailed discussion of htm.java see:
    From 33cd97842a4530056b9427e13cf36966a9b1e870 Mon Sep 17 00:00:00 2001 From: David Ray Date: Tue, 10 Feb 2015 21:00:39 -0600 Subject: [PATCH 23/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2709c218..d179b3d4 100644 --- a/README.md +++ b/README.md @@ -11,7 +11,7 @@ Holding area for the development of the Java port of Numenta's online prediction ### In The News - Update! (02/2015) * latest [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) -* archive ([Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) +* archive [Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) For a more detailed discussion of htm.java see:
    * [htm.java Wiki](https://github.com/numenta/htm.java/wiki) From 30c69ae0f89b67c4aab1a7e7df9e685fe90081eb Mon Sep 17 00:00:00 2001 From: David Ray Date: Tue, 10 Feb 2015 21:01:07 -0600 Subject: [PATCH 24/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d179b3d4..3af02708 100644 --- a/README.md +++ b/README.md @@ -11,7 +11,7 @@ Holding area for the development of the Java port of Numenta's online prediction ### In The News - Update! (02/2015) * latest [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) -* archive [Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) +* archive [Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) For a more detailed discussion of htm.java see:
    * [htm.java Wiki](https://github.com/numenta/htm.java/wiki) From 28a350c164dbbe36d1ab823991d2f8d9292b8b60 Mon Sep 17 00:00:00 2001 From: David Ray Date: Tue, 10 Feb 2015 21:02:03 -0600 Subject: [PATCH 25/56] Update README.md --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 3af02708..2075333c 100644 --- a/README.md +++ b/README.md @@ -9,9 +9,9 @@ Community-supported Java port of the [Numenta Platform for Intelligent Computing Holding area for the development of the Java port of Numenta's online prediction and anomaly detection systems, and implementation of the [Cortical Learning Algorithm (CLA)](https://github.com/numenta/nupic/wiki/Cortical-Learning-Algorithm) -### In The News - Update! (02/2015) -* latest [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) -* archive [Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) +### In The News - New Update! +* [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) (02/2015) +* [Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) For a more detailed discussion of htm.java see:
    * [htm.java Wiki](https://github.com/numenta/htm.java/wiki) From e06ef7a534f4f016a3728cf9e9f02e6d10bf82e6 Mon Sep 17 00:00:00 2001 From: David Ray Date: Tue, 10 Feb 2015 21:03:32 -0600 Subject: [PATCH 26/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2075333c..cf0f75ec 100644 --- a/README.md +++ b/README.md @@ -11,7 +11,7 @@ Holding area for the development of the Java port of Numenta's online prediction ### In The News - New Update! * [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) (02/2015) -* [Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) +* [HTM.java Reaches Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) For a more detailed discussion of htm.java see:
    * [htm.java Wiki](https://github.com/numenta/htm.java/wiki) From 65a10500841f8e50cbbf1bc1ca3c96805e06c9d6 Mon Sep 17 00:00:00 2001 From: David Ray Date: Sat, 21 Feb 2015 22:38:40 -0600 Subject: [PATCH 27/56] Update README.md --- README.md | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/README.md b/README.md index cf0f75ec..ddf0ec21 100644 --- a/README.md +++ b/README.md @@ -33,6 +33,17 @@ An Eclipse IDE .project and .classpath file are provided so that the cloned proj In addition, there are "launch configurations" for all of the tests and any runnable entities off of the "htm.java" main directory. These may be run directly in Eclipse by right-clicking them and choosing "run". +## After download by clone or fork: + +Execute a quick sanity check by running all the tests from within the \/htm.java +``` +gradle check # Executes the tests and runs the benchmarks + +--or-- + +gradle -Pskipbench check # Executes the tests w/o running the benchmarks +``` + ## For Updates Follow * [#HtmJavaDevUpdates](https://twitter.com/hashtag/HtmJavaDevUpdates?src=hash) From 31156ae1cb517ca0c5c937e3b316a09c0404daa5 Mon Sep 17 00:00:00 2001 From: David Ray Date: Sat, 21 Feb 2015 22:41:44 -0600 Subject: [PATCH 28/56] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index ddf0ec21..bfcaf3eb 100644 --- a/README.md +++ b/README.md @@ -43,6 +43,7 @@ gradle check # Executes the tests and runs the benchmarks gradle -Pskipbench check # Executes the tests w/o running the benchmarks ``` +Note: Info on installing gradle can be found on the wiki (look at #3.) [here](https://github.com/numenta/htm.java/wiki/Eclipse-Setup-Tips) ## For Updates Follow From 4f2860a65d3ce0925f16ab53b212670a1fd5bc35 Mon Sep 17 00:00:00 2001 From: David Ray Date: Sat, 21 Feb 2015 22:42:17 -0600 Subject: [PATCH 29/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bfcaf3eb..ab073e1b 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ gradle check # Executes the tests and runs the benchmarks gradle -Pskipbench check # Executes the tests w/o running the benchmarks ``` -Note: Info on installing gradle can be found on the wiki (look at #3.) [here](https://github.com/numenta/htm.java/wiki/Eclipse-Setup-Tips) +Note: Info on installing **gradle** can be found on the wiki (look at #3.) [here](https://github.com/numenta/htm.java/wiki/Eclipse-Setup-Tips) ## For Updates Follow From 7f0bd717db68a3532378525959dc21faee0765ae Mon Sep 17 00:00:00 2001 From: David Ray Date: Sat, 21 Feb 2015 22:42:37 -0600 Subject: [PATCH 30/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ab073e1b..9547c4df 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ gradle check # Executes the tests and runs the benchmarks gradle -Pskipbench check # Executes the tests w/o running the benchmarks ``` -Note: Info on installing **gradle** can be found on the wiki (look at #3.) [here](https://github.com/numenta/htm.java/wiki/Eclipse-Setup-Tips) +**Note:** Info on installing **gradle** can be found on the wiki (look at #3.) [here](https://github.com/numenta/htm.java/wiki/Eclipse-Setup-Tips) ## For Updates Follow From 19c832719e6a504498f11a5ceb1b855d56cd1ffb Mon Sep 17 00:00:00 2001 From: David Ray Date: Sun, 22 Feb 2015 07:32:44 -0600 Subject: [PATCH 31/56] Fixes #142 --- .../numenta/nupic/encoders/ScalarEncoder.java | 2 +- .../nupic/encoders/ScalarEncoderTest.java | 16 ++++++++++++++++ 2 files changed, 17 insertions(+), 1 deletion(-) diff --git a/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java b/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java index 94397cdb..40b31f46 100644 --- a/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java @@ -259,7 +259,7 @@ public void init() { */ public void initEncoder(int w, double minVal, double maxVal, int n, double radius, double resolution) { if(n != 0) { - if(minVal != 0 && maxVal != 0) { + if(!Double.isNaN(minVal) && !Double.isNaN(maxVal)) { if(!isPeriodic()) { setResolution(getRangeInternal() / (getN() - getW())); }else{ diff --git a/src/test/java/org/numenta/nupic/encoders/ScalarEncoderTest.java b/src/test/java/org/numenta/nupic/encoders/ScalarEncoderTest.java index 1b6b51b6..d53013e7 100644 --- a/src/test/java/org/numenta/nupic/encoders/ScalarEncoderTest.java +++ b/src/test/java/org/numenta/nupic/encoders/ScalarEncoderTest.java @@ -449,4 +449,20 @@ public void testNonPeriodicBottomUp() { v += (se.getResolution() / 4); } } + + /** + * This should not cause an OutOfMemoryError due to no resolution being set. + * Fix for #142 (see: https://github.com/numenta/htm.java/issues/142) + */ + @Test + public void endlessLoopInTopDownCompute() { + ScalarEncoder encoder = ScalarEncoder.builder() + .w( 5 ) + .n( 10 ) + .forced( true ) + .minVal( 0 ) + .maxVal( 100 ) + .build(); + encoder.topDownCompute( new int[] { 0, 0, 0, 0, 0, 0, 0, 0, 0, 1 } ); + } } From e9086e7ba91a46db6b148a7493666e066312b8df Mon Sep 17 00:00:00 2001 From: David Ray Date: Sun, 22 Feb 2015 07:43:51 -0600 Subject: [PATCH 32/56] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 9547c4df..d5ce73bb 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,8 @@ Community-supported Java port of the [Numenta Platform for Intelligent Computing Holding area for the development of the Java port of Numenta's online prediction and anomaly detection systems, and implementation of the [Cortical Learning Algorithm (CLA)](https://github.com/numenta/nupic/wiki/Cortical-Learning-Algorithm) -### In The News - New Update! +### In The News - Another Update This Month! +* [HTM.java Now Has Anomaly Detection & Anomaly Likelihood Prediction!](https://github.com/numenta/htm.java/wiki/Anomaly-Detection-Module) (02/22/2015) * [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) (02/2015) * [HTM.java Reaches Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) From 74c460d2d54ff4297eb16e7bbbfeae2f2897bd42 Mon Sep 17 00:00:00 2001 From: David Ray Date: Sun, 22 Feb 2015 07:44:25 -0600 Subject: [PATCH 33/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index d5ce73bb..e5a39d57 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,7 @@ Community-supported Java port of the [Numenta Platform for Intelligent Computing Holding area for the development of the Java port of Numenta's online prediction and anomaly detection systems, and implementation of the [Cortical Learning Algorithm (CLA)](https://github.com/numenta/nupic/wiki/Cortical-Learning-Algorithm) -### In The News - Another Update This Month! +### In The News - _Another Update This Month!_ * [HTM.java Now Has Anomaly Detection & Anomaly Likelihood Prediction!](https://github.com/numenta/htm.java/wiki/Anomaly-Detection-Module) (02/22/2015) * [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) (02/2015) * [HTM.java Reaches Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) From 000162f013706e1680101da57a065bf644109f60 Mon Sep 17 00:00:00 2001 From: Matthew Taylor Date: Tue, 24 Feb 2015 10:17:35 -0800 Subject: [PATCH 34/56] it's official --- README.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/README.md b/README.md index e5a39d57..25735b61 100644 --- a/README.md +++ b/README.md @@ -5,9 +5,7 @@ htm.java * Build: [![Build Status](https://travis-ci.org/numenta/htm.java.png?branch=master)](https://travis-ci.org/numenta/htm.java) * Unit Test Coverage: [![Coverage Status](https://coveralls.io/repos/numenta/htm.java/badge.png?branch=master)](https://coveralls.io/r/numenta/htm.java?branch=master) -Community-supported Java port of the [Numenta Platform for Intelligent Computing](https://github.com/numenta/nupic). - -Holding area for the development of the Java port of Numenta's online prediction and anomaly detection systems, and implementation of the [Cortical Learning Algorithm (CLA)](https://github.com/numenta/nupic/wiki/Cortical-Learning-Algorithm) +Official community-supported Java implementation of [Hierarchal Temporal Memory (HTM)](http://numenta.org/htm-white-paper.html), ported from the [Numenta Platform for Intelligent Computing](https://github.com/numenta/nupic) python project. ### In The News - _Another Update This Month!_ * [HTM.java Now Has Anomaly Detection & Anomaly Likelihood Prediction!](https://github.com/numenta/htm.java/wiki/Anomaly-Detection-Module) (02/22/2015) From f278a4e28c64b6aed3beeca4fe761bb0e5de6321 Mon Sep 17 00:00:00 2001 From: David Ray Date: Thu, 26 Feb 2015 14:37:30 -0600 Subject: [PATCH 35/56] Update README.md --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 25735b61..7b63c07b 100644 --- a/README.md +++ b/README.md @@ -16,6 +16,10 @@ For a more detailed discussion of htm.java see:
    * [htm.java Wiki](https://github.com/numenta/htm.java/wiki) * [Java Docs](http://numenta.org/docs/htm.java/) +For answers to more detailed questions, email the [nupic-discuss](http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org) mailing list, or chat with us on Gitter. + +[![Gitter](https://img.shields.io/badge/gitter-join_chat-blue.svg?style=flat)](https://gitter.im/numenta/public?utm_source=badge) + ### Call to Arms: [HTM.java needs you!](http://lists.numenta.org/pipermail/nupic-hackers_lists.numenta.org/2014-November/002819.html) ## Goals From c58357617a36f41acba44c3f508e35b313cd9d8c Mon Sep 17 00:00:00 2001 From: David Ray Date: Thu, 26 Feb 2015 14:43:25 -0600 Subject: [PATCH 36/56] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 7b63c07b..51759865 100644 --- a/README.md +++ b/README.md @@ -20,6 +20,8 @@ For answers to more detailed questions, email the [nupic-discuss](http://lists.n [![Gitter](https://img.shields.io/badge/gitter-join_chat-blue.svg?style=flat)](https://gitter.im/numenta/public?utm_source=badge) +*** + ### Call to Arms: [HTM.java needs you!](http://lists.numenta.org/pipermail/nupic-hackers_lists.numenta.org/2014-November/002819.html) ## Goals From dcd1bc795e605a4231116ddd5726fca5af1b07fe Mon Sep 17 00:00:00 2001 From: David Ray Date: Fri, 6 Mar 2015 03:15:16 -0600 Subject: [PATCH 37/56] Update README.md The minimum JDK version is set to the projects original goal which is JDK 8. It was always the intention to have that as the min version because this is a "newer" project and we didn't want to start out by being bogged down by legacy code. --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 51759865..cad06366 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,8 @@ htm.java Official community-supported Java implementation of [Hierarchal Temporal Memory (HTM)](http://numenta.org/htm-white-paper.html), ported from the [Numenta Platform for Intelligent Computing](https://github.com/numenta/nupic) python project. +**NOTE: Minimum JavaSE version is 1.8** - (You may target lesser JDK versions using [Retrolambda](https://github.com/orfjackal/retrolambda)) + ### In The News - _Another Update This Month!_ * [HTM.java Now Has Anomaly Detection & Anomaly Likelihood Prediction!](https://github.com/numenta/htm.java/wiki/Anomaly-Detection-Module) (02/22/2015) * [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) (02/2015) From 9df202434d97534750c10d869031d2dd6bc82c8e Mon Sep 17 00:00:00 2001 From: David Ray Date: Fri, 6 Mar 2015 18:17:19 -0600 Subject: [PATCH 38/56] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index cad06366..88cd6e40 100644 --- a/README.md +++ b/README.md @@ -18,6 +18,8 @@ For a more detailed discussion of htm.java see:
    * [htm.java Wiki](https://github.com/numenta/htm.java/wiki) * [Java Docs](http://numenta.org/docs/htm.java/) +See the [Test Coverage Reports](https://coveralls.io/jobs/4164658) - For more information on where you can contribute! Extends the tests and get your name in bright lights! + For answers to more detailed questions, email the [nupic-discuss](http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org) mailing list, or chat with us on Gitter. [![Gitter](https://img.shields.io/badge/gitter-join_chat-blue.svg?style=flat)](https://gitter.im/numenta/public?utm_source=badge) From 47115d26c97235c0314cabc53cfdce667285a67e Mon Sep 17 00:00:00 2001 From: David Ray Date: Fri, 6 Mar 2015 21:27:50 -0600 Subject: [PATCH 39/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 88cd6e40..ef0157bb 100644 --- a/README.md +++ b/README.md @@ -18,7 +18,7 @@ For a more detailed discussion of htm.java see:
    * [htm.java Wiki](https://github.com/numenta/htm.java/wiki) * [Java Docs](http://numenta.org/docs/htm.java/) -See the [Test Coverage Reports](https://coveralls.io/jobs/4164658) - For more information on where you can contribute! Extends the tests and get your name in bright lights! +See the [Test Coverage Reports](https://coveralls.io/jobs/4164658) - For more information on where you can contribute! Extend the tests and get your name in bright lights! For answers to more detailed questions, email the [nupic-discuss](http://lists.numenta.org/mailman/listinfo/nupic_lists.numenta.org) mailing list, or chat with us on Gitter. From 800df10a0761ecc389890d6608c9e42e43a020f7 Mon Sep 17 00:00:00 2001 From: Pravin Sonawane Date: Sat, 7 Mar 2015 18:51:57 -0500 Subject: [PATCH 40/56] if condition corected to check NaN for minVal and maxVAl --- src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java b/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java index 40b31f46..1d8a66ed 100644 --- a/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/ScalarEncoder.java @@ -216,7 +216,7 @@ public void init() { // bits to the right of the center bit of maxval setPadding(isPeriodic() ? 0 : getHalfWidth()); - if(!Double.isNaN(getMinVal()) && !Double.isNaN(getMinVal())) { + if(!Double.isNaN(getMinVal()) && !Double.isNaN(getMaxVal())) { if(getMinVal() >= getMaxVal()) { throw new IllegalStateException("maxVal must be > minVal"); } From 0fd4617a50d2ed5eb6dd958d766d3ac1e9841fe1 Mon Sep 17 00:00:00 2001 From: David Ray Date: Mon, 9 Mar 2015 21:07:59 -0500 Subject: [PATCH 41/56] Fix for better encapsulation --- .../numenta/nupic/encoders/DateEncoder.java | 9 ------- .../org/numenta/nupic/encoders/Encoder.java | 7 +++++- .../numenta/nupic/encoders/MultiEncoder.java | 25 +++++++++++-------- 3 files changed, 21 insertions(+), 20 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/DateEncoder.java b/src/main/java/org/numenta/nupic/encoders/DateEncoder.java index 730ef45f..bf51791b 100644 --- a/src/main/java/org/numenta/nupic/encoders/DateEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/DateEncoder.java @@ -144,15 +144,6 @@ public void init() { // TODO figure out how to remove this setForced(true); - // Adapted from MultiEncoder - encoders = new LinkedHashMap<>(); - - // Encoder.getEncoderTuple() can return null, but logic in Encoder.addEncoder() - // expects at least one empty ArrayList, so we need to prepare such - // an initial EncoderTuple. - // TODO figure out whether the solution can be moved to Encoder - encoders.put(new EncoderTuple("", this, 0), new ArrayList()); - // Note: The order of adding encoders matters, must be in the following // season, dayOfWeek, weekend, customDays, holiday, timeOfDay diff --git a/src/main/java/org/numenta/nupic/encoders/Encoder.java b/src/main/java/org/numenta/nupic/encoders/Encoder.java index 5046d32a..c4f6671d 100644 --- a/src/main/java/org/numenta/nupic/encoders/Encoder.java +++ b/src/main/java/org/numenta/nupic/encoders/Encoder.java @@ -119,7 +119,7 @@ public abstract class Encoder { /** if true, skip some safety checks (for compatibility reasons), default false */ protected boolean forced; /** Encoder name - an optional string which will become part of the description */ - protected String name; + protected String name = ""; protected int padding; protected int nInternal; protected double rangeInternal; @@ -442,6 +442,11 @@ public void addEncoder(Encoder parent, String name, Encoder child, int off } EncoderTuple key = getEncoderTuple(parent); + // Insert a new Tuple for the parent if not yet added. + if(key == null) { + encoders.put(key = new EncoderTuple("", this, 0), new ArrayList()); + } + List childEncoders = null; if((childEncoders = encoders.get(key)) == null) { encoders.put(key, childEncoders = new ArrayList()); diff --git a/src/main/java/org/numenta/nupic/encoders/MultiEncoder.java b/src/main/java/org/numenta/nupic/encoders/MultiEncoder.java index 0807534a..c0830e92 100644 --- a/src/main/java/org/numenta/nupic/encoders/MultiEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/MultiEncoder.java @@ -27,7 +27,6 @@ import java.util.ArrayList; import java.util.Collections; -import java.util.LinkedHashMap; import java.util.List; import java.util.Map; @@ -68,8 +67,6 @@ public static Encoder.Builder builder() { } public void init() { - encoders = new LinkedHashMap>(); - encoders.put(new EncoderTuple("", this, 0), new ArrayList()); } @SuppressWarnings({ "unchecked", "rawtypes" }) @@ -147,20 +144,22 @@ public void addMultipleEncoders(Map> fieldEncodings) for (String field : sortedFields) { Map params = fieldEncodings.get(field); - if (!params.containsKey("fieldname")) { + if (!params.containsKey("fieldName")) { throw new IllegalArgumentException("Missing fieldname for encoder " + field); } - String fieldName = (String) params.get("fieldname"); + String fieldName = (String) params.get("fieldName"); - if (!params.containsKey("type")) { + if (!params.containsKey("encoderType")) { throw new IllegalArgumentException("Missing type for encoder " + field); } - String encoderName = (String) params.get("type"); - - Encoder.Builder builder = getBuilder(encoderName); + + String encoderType = (String) params.get("encoderType"); + Encoder.Builder builder = getBuilder(encoderType); for (String param : params.keySet()) { - if (!param.equals("fieldname") && !param.equals("type")) { + if (!param.equals("fieldName") && !param.equals("encoderType") && + !param.equals("fieldType") && !param.equals("fieldEncodings")) { + setValue(builder, param, params.get(param)); } } @@ -188,6 +187,12 @@ private Encoder.Builder getBuilder(String encoderName) { return SparsePassThroughEncoder.sparseBuilder(); case "SDRCategoryEncoder": return SDRCategoryEncoder.builder(); + case "RandomDistributedScalarEncoder": + return RandomDistributedScalarEncoder.builder(); + case "DateEncoder": + return DateEncoder.builder(); + case "DeltaEncoder": + return DeltaEncoder.deltaBuilder(); default: throw new IllegalArgumentException("Invalid encoder: " + encoderName); } From bddafacfcb58e394629375633107c67c0dbfe233 Mon Sep 17 00:00:00 2001 From: David Ray Date: Mon, 9 Mar 2015 21:26:36 -0500 Subject: [PATCH 42/56] fixing test for new changes --- .../org/numenta/nupic/encoders/MultiEncoderTest.java | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/src/test/java/org/numenta/nupic/encoders/MultiEncoderTest.java b/src/test/java/org/numenta/nupic/encoders/MultiEncoderTest.java index fa490287..11758442 100644 --- a/src/test/java/org/numenta/nupic/encoders/MultiEncoderTest.java +++ b/src/test/java/org/numenta/nupic/encoders/MultiEncoderTest.java @@ -105,8 +105,8 @@ public void testMultipleAdditions() { Map> fieldEncodings = new HashMap>(); fieldEncodings.put("dow", new HashMap()); - fieldEncodings.get("dow").put("type", "ScalarEncoder"); - fieldEncodings.get("dow").put("fieldname", "dow"); + fieldEncodings.get("dow").put("encoderType", "ScalarEncoder"); + fieldEncodings.get("dow").put("fieldName", "dow"); fieldEncodings.get("dow").put("w", 3); fieldEncodings.get("dow").put("resolution", 1.); fieldEncodings.get("dow").put("minVal", 1.); @@ -116,8 +116,8 @@ public void testMultipleAdditions() { fieldEncodings.get("dow").put("forced", true); fieldEncodings.put("myval", new HashMap()); - fieldEncodings.get("myval").put("type", "ScalarEncoder"); - fieldEncodings.get("myval").put("fieldname", "myval"); + fieldEncodings.get("myval").put("encoderType", "ScalarEncoder"); + fieldEncodings.get("myval").put("fieldName", "myval"); fieldEncodings.get("myval").put("w", 5); fieldEncodings.get("myval").put("resolution", 1.); fieldEncodings.get("myval").put("minVal", 1.); @@ -139,8 +139,8 @@ public void testMultipleAdditions() { categoryList.add("kick"); fieldEncodings.put("myCat", new HashMap()); - fieldEncodings.get("myCat").put("type", "CategoryEncoder"); - fieldEncodings.get("myCat").put("fieldname", "myCat"); + fieldEncodings.get("myCat").put("encoderType", "CategoryEncoder"); + fieldEncodings.get("myCat").put("fieldName", "myCat"); fieldEncodings.get("myCat").put("w", 3); fieldEncodings.get("myCat").put("radius", 2.); fieldEncodings.get("myCat").put("categoryList", categoryList); From a43fe49174dfdada92f2468766d15ca224efc3e3 Mon Sep 17 00:00:00 2001 From: David Ray Date: Mon, 9 Mar 2015 21:28:42 -0500 Subject: 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zb%$M!O#gW%T{@d3&4gaZ)4RM663C`zCX|2PY(5KR2P24ZWm_^tEX6S4B!ltk_$D@7 z19}#2f}zOC?BS8306Frh7Sss!)DQEf1fX^SIOYYo-J?X*B&P|#)a5fOVPrCm+fQ`k zy(LF3vgc9E=IflIFlI8ceGuGhqb8hM1>L^@BoD9`#@fPJvu2Np8aEx|iR9N3`LYb+ z=kl%*f13mo!4`61QTE{dq6}3`Nq%P+Sh^Q)e>np}a1=(^qWyTbD1`CSztucBe8y3{ zAM7|LdFlH(BDB7Lb#_U;K>dhLus+xe7XMJys(pebA@p$JR;lJyTrt`*d^g6 z4?`t8OAUJ4g{y6Jf)aN-3Axe|cM7074ti=%fA9rhab=nSyKh!1usLdNS9ULpeuRvm z1 Date: Fri, 13 Mar 2015 15:50:37 -0500 Subject: [PATCH 44/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ef0157bb..4a5da2ae 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ htm.java Official community-supported Java implementation of [Hierarchal Temporal Memory (HTM)](http://numenta.org/htm-white-paper.html), ported from the [Numenta Platform for Intelligent Computing](https://github.com/numenta/nupic) python project. -**NOTE: Minimum JavaSE version is 1.8** - (You may target lesser JDK versions using [Retrolambda](https://github.com/orfjackal/retrolambda)) +**NOTE: Minimum JavaSE version is 1.8** ### In The News - _Another Update This Month!_ * [HTM.java Now Has Anomaly Detection & Anomaly Likelihood Prediction!](https://github.com/numenta/htm.java/wiki/Anomaly-Detection-Module) (02/22/2015) From 057ac78fb14c533dc0575446a73dd0963fb02d33 Mon Sep 17 00:00:00 2001 From: antidata Date: Wed, 25 Mar 2015 22:02:55 -0600 Subject: [PATCH 45/56] #207 Adding logging to SparsePassThroughEncoder --- .../encoders/SparsePassThroughEncoder.java | 40 ++++++++++++------- 1 file changed, 26 insertions(+), 14 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java b/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java index 96402de9..7f0a513e 100644 --- a/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java @@ -21,6 +21,10 @@ */ package org.numenta.nupic.encoders; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; +import java.util.Arrays; + /** * Sparse Pass Through Encoder * Convert a bitmap encoded as array indicies to an SDR @@ -36,15 +40,20 @@ */ public class SparsePassThroughEncoder extends PassThroughEncoder { private SparsePassThroughEncoder() { super(); } - + private static final Logger LOGGER = LoggerFactory.getLogger(SparsePassThroughEncoder.class); + public SparsePassThroughEncoder(int outputWidth, Integer outputBitsOnCount) { super(outputWidth, outputBitsOnCount); + LOGGER.trace("Building new SparsePassThroughEncoder instance, outputWidth: " + + outputWidth + + " outputBitsOnCount: " + + outputBitsOnCount); } - + /** - * Returns a builder for building SparsePassThroughEncoders. + * Returns a builder for building SparsePassThroughEncoders. * This builder may be reused to produce multiple builders - * + * * @return a {@code SparsePassThroughEncoder.Builder} */ public static Encoder.Builder sparseBuilder() { @@ -56,7 +65,7 @@ public static Encoder.Builder denseInput.length) @@ -64,35 +73,38 @@ public void encodeIntoArray(int[] input, int[] output){ denseInput[i] = 1; } super.encodeIntoArray(denseInput, output); + + LOGGER.trace("Input: " + Arrays.toString(input) + "\n" + + "Output: " + Arrays.toString(output) + "\n"); } - + /** - * Returns a {@link EncoderBuilder} for constructing {@link SparsePassThroughEncoder}s - * + * Returns a {@link Encoder.Builder} for constructing {@link SparsePassThroughEncoder}s + * * The base class architecture is put together in such a way where boilerplate * initialization can be kept to a minimum for implementing subclasses, while avoiding * the mistake-proneness of extremely long argument lists. - * + * */ public static class Builder extends Encoder.Builder { private Builder() {} @Override public SparsePassThroughEncoder build() { - //Must be instantiated so that super class can initialize + //Must be instantiated so that super class can initialize //boilerplate variables. encoder = new SparsePassThroughEncoder(); - + //Call super class here super.build(); - + //////////////////////////////////////////////////////// // Implementing classes would do setting of specific // // vars here together with any sanity checking // //////////////////////////////////////////////////////// - + ((SparsePassThroughEncoder)encoder).init(); - + return (SparsePassThroughEncoder)encoder; } } From 880e0d1035e936a19fe52d1414e34bdc600c498e Mon Sep 17 00:00:00 2001 From: antidata Date: Wed, 25 Mar 2015 22:05:11 -0600 Subject: [PATCH 46/56] #207 Code style fix --- .../org/numenta/nupic/encoders/SparsePassThroughEncoder.java | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java b/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java index 7f0a513e..8139c79e 100644 --- a/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java @@ -74,7 +74,7 @@ public void encodeIntoArray(int[] input, int[] output){ } super.encodeIntoArray(denseInput, output); - LOGGER.trace("Input: " + Arrays.toString(input) + "\n" + + LOGGER.trace("Input: " + Arrays.toString(input) + "\n" + "Output: " + Arrays.toString(output) + "\n"); } From 0afe486e956fc2076ba3fc96be4bab9f73cace7f Mon Sep 17 00:00:00 2001 From: antidata Date: Thu, 26 Mar 2015 22:21:28 -0600 Subject: [PATCH 47/56] #207 Replacing string concat with {} --- .../nupic/encoders/SparsePassThroughEncoder.java | 12 ++++-------- 1 file changed, 4 insertions(+), 8 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java b/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java index 8139c79e..b9f98881 100644 --- a/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java @@ -27,9 +27,9 @@ /** * Sparse Pass Through Encoder - * Convert a bitmap encoded as array indicies to an SDR + * Convert a bitmap encoded as array indices to an SDR * Each encoding is an SDR in which w out of n bits are turned on. - * The input should be an array or string of indicies to turn on + * The input should be an array or string of indices to turn on * Note: the value for n must equal input length * w * i.e. for n=8 w=1 [0,2,5] => 101001000 * or for n=8 w=1 "0,2,5" => 101001000 @@ -44,10 +44,7 @@ public class SparsePassThroughEncoder extends PassThroughEncoder { public SparsePassThroughEncoder(int outputWidth, Integer outputBitsOnCount) { super(outputWidth, outputBitsOnCount); - LOGGER.trace("Building new SparsePassThroughEncoder instance, outputWidth: " + - outputWidth + - " outputBitsOnCount: " + - outputBitsOnCount); + LOGGER.info("Building new SparsePassThroughEncoder instance, outputWidth: {} outputBitsOnCount: {}", outputWidth); } /** @@ -74,8 +71,7 @@ public void encodeIntoArray(int[] input, int[] output){ } super.encodeIntoArray(denseInput, output); - LOGGER.trace("Input: " + Arrays.toString(input) + "\n" + - "Output: " + Arrays.toString(output) + "\n"); + LOGGER.trace("Input: {} \nOutput: {} \n", Arrays.toString(input), Arrays.toString(output)); } /** From 9997294cbf707425d86b743b462bb7579c54ae24 Mon Sep 17 00:00:00 2001 From: antidata Date: Thu, 26 Mar 2015 22:54:09 -0600 Subject: [PATCH 48/56] #207 Code Reformat --- .../encoders/SparsePassThroughEncoder.java | 106 +++++++++--------- 1 file changed, 53 insertions(+), 53 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java b/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java index b9f98881..7f88b4c4 100644 --- a/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/SparsePassThroughEncoder.java @@ -23,6 +23,7 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; + import java.util.Arrays; /** @@ -35,73 +36,72 @@ * or for n=8 w=1 "0,2,5" => 101001000 * i.e. for n=24 w=3 [0,2,5] => 111000111000000111000000000 * or for n=24 w=3 "0,2,5" => 111000111000000111000000000 - * @author wilsondy (from Python original) * + * @author wilsondy (from Python original) */ public class SparsePassThroughEncoder extends PassThroughEncoder { - private SparsePassThroughEncoder() { super(); } + private SparsePassThroughEncoder() { super(); } + private static final Logger LOGGER = LoggerFactory.getLogger(SparsePassThroughEncoder.class); - public SparsePassThroughEncoder(int outputWidth, Integer outputBitsOnCount) { - super(outputWidth, outputBitsOnCount); + public SparsePassThroughEncoder(int outputWidth, Integer outputBitsOnCount) { + super(outputWidth, outputBitsOnCount); LOGGER.info("Building new SparsePassThroughEncoder instance, outputWidth: {} outputBitsOnCount: {}", outputWidth); - } - - /** - * Returns a builder for building SparsePassThroughEncoders. - * This builder may be reused to produce multiple builders - * - * @return a {@code SparsePassThroughEncoder.Builder} - */ - public static Encoder.Builder sparseBuilder() { - return new SparsePassThroughEncoder.Builder(); - } + } - @Override - /** - * Convert the array of indices to a bit array and then pass to parent. - */ - public void encodeIntoArray(int[] input, int[] output){ + /** + * Returns a builder for building SparsePassThroughEncoders. + * This builder may be reused to produce multiple builders + * + * @return a {@code SparsePassThroughEncoder.Builder} + */ + public static Encoder.Builder sparseBuilder() { + return new SparsePassThroughEncoder.Builder(); + } - int[] denseInput = new int[output.length]; - for (int i : input) { - if(i > denseInput.length) - throw new IllegalArgumentException(String.format("Output bit count set too low, need at least %d bits", i)); - denseInput[i] = 1; - } - super.encodeIntoArray(denseInput, output); + @Override + /** + * Convert the array of indices to a bit array and then pass to parent. + */ + public void encodeIntoArray(int[] input, int[] output) { + int[] denseInput = new int[output.length]; + for (int i : input) { + if (i > denseInput.length) + throw new IllegalArgumentException(String.format("Output bit count set too low, need at least %d bits", i)); + denseInput[i] = 1; + } + super.encodeIntoArray(denseInput, output); LOGGER.trace("Input: {} \nOutput: {} \n", Arrays.toString(input), Arrays.toString(output)); - } + } - /** - * Returns a {@link Encoder.Builder} for constructing {@link SparsePassThroughEncoder}s - * - * The base class architecture is put together in such a way where boilerplate - * initialization can be kept to a minimum for implementing subclasses, while avoiding - * the mistake-proneness of extremely long argument lists. - * - */ - public static class Builder extends Encoder.Builder { - private Builder() {} + /** + * Returns a {@link Encoder.Builder} for constructing {@link SparsePassThroughEncoder}s + *

      + * The base class architecture is put together in such a way where boilerplate + * initialization can be kept to a minimum for implementing subclasses, while avoiding + * the mistake-proneness of extremely long argument lists. + */ + public static class Builder extends Encoder.Builder { + private Builder() {} - @Override - public SparsePassThroughEncoder build() { - //Must be instantiated so that super class can initialize - //boilerplate variables. - encoder = new SparsePassThroughEncoder(); + @Override + public SparsePassThroughEncoder build() { + //Must be instantiated so that super class can initialize + //boilerplate variables. + encoder = new SparsePassThroughEncoder(); - //Call super class here - super.build(); + //Call super class here + super.build(); - //////////////////////////////////////////////////////// - // Implementing classes would do setting of specific // - // vars here together with any sanity checking // - //////////////////////////////////////////////////////// + //////////////////////////////////////////////////////// + // Implementing classes would do setting of specific // + // vars here together with any sanity checking // + //////////////////////////////////////////////////////// - ((SparsePassThroughEncoder)encoder).init(); + ((SparsePassThroughEncoder) encoder).init(); - return (SparsePassThroughEncoder)encoder; - } - } + return (SparsePassThroughEncoder) encoder; + } + } } From 71044f666ed5dad2bb88a519a1b6ef9b28beaf48 Mon Sep 17 00:00:00 2001 From: antidata Date: Sun, 29 Mar 2015 20:41:20 -0600 Subject: [PATCH 49/56] #207 Adding new test case and reformatting code --- .../SparsePassThroughEncoderTest.java | 206 ++++++++++-------- 1 file changed, 112 insertions(+), 94 deletions(-) diff --git a/src/test/java/org/numenta/nupic/encoders/SparsePassThroughEncoderTest.java b/src/test/java/org/numenta/nupic/encoders/SparsePassThroughEncoderTest.java index c5a3aa98..9d6cdbe9 100644 --- a/src/test/java/org/numenta/nupic/encoders/SparsePassThroughEncoderTest.java +++ b/src/test/java/org/numenta/nupic/encoders/SparsePassThroughEncoderTest.java @@ -25,9 +25,12 @@ import gnu.trove.list.TDoubleList; import gnu.trove.list.array.TDoubleArrayList; +import java.util.Arrays; import java.util.HashMap; + import static org.junit.Assert.assertTrue; import static org.junit.Assert.assertEquals; + import org.junit.Ignore; import org.junit.Rule; import org.junit.Test; @@ -38,98 +41,113 @@ public class SparsePassThroughEncoderTest { - @SuppressWarnings("unchecked") - @Test - public void testEncodeArray() { - SparsePassThroughEncoder encoder = new SparsePassThroughEncoder(24, null); - encoder.setName("foo"); - - //Send bitmap as array of indices - int bitmap[] = {2,7,15,18,23}; - int output[] = new int[24]; - encoder.encodeIntoArray(bitmap, output); - assertEquals(bitmap.length,ArrayUtils.sum(output)); - Tuple decode = encoder.decode(output, null); - assertTrue(((HashMap) decode.get(0)).containsKey(encoder.getName())); - } - @Rule - public ExpectedException exception = ExpectedException.none(); - - @Test - public void testArrayInvalidWTooBig(){ - SparsePassThroughEncoder encoder = new SparsePassThroughEncoder(9, 3); - exception.expect(IllegalArgumentException.class); - encoder.encode(new int[] {2}); - - encoder = SparsePassThroughEncoder.sparseBuilder() - .n(9) - .w(3) - .name("foo") - .build(); - exception.expect(IllegalArgumentException.class); - encoder.encode(new int[] {2}); - } - - @Test - public void testArrayInvalidWTooSmall(){ - SparsePassThroughEncoder encoder = new SparsePassThroughEncoder(9, 3); - exception.expect(IllegalArgumentException.class); - encoder.encode(new int[] {2,7,15,18,23}); - - encoder = SparsePassThroughEncoder.sparseBuilder() - .n(9) - .w(3) - .name("foo") - .build(); - exception.expect(IllegalArgumentException.class); - encoder.encode(new int[] {2,7,15,18,23}); - } - - @Ignore - private void testCloseInner(int[] bitmap1, int outputWidth1, int[] bitmap2, int outputWidth2, double expectedScore){ - SparsePassThroughEncoder encoder1 = new SparsePassThroughEncoder(outputWidth1, null); - SparsePassThroughEncoder encoder2 = new SparsePassThroughEncoder(outputWidth2, null); - - - int[] out1 = encoder1.encode(bitmap1); - int[] out2 = encoder2.encode(bitmap2); - - TDoubleList result = encoder1.closenessScores(new TDoubleArrayList(ArrayUtils.toDoubleArray(out1)), new TDoubleArrayList(ArrayUtils.toDoubleArray(out2)), true); - assertTrue(result.size() == 1 ); - assertEquals(expectedScore, result.get(0), 0.0); - - encoder1 = SparsePassThroughEncoder.sparseBuilder() - .n(outputWidth1) - .build(); - encoder2 = SparsePassThroughEncoder.sparseBuilder() - .n(outputWidth2) - .build(); - - out1 = encoder1.encode(bitmap1); - out2 = encoder2.encode(bitmap2); - - result = encoder1.closenessScores(new TDoubleArrayList(ArrayUtils.toDoubleArray(out1)), new TDoubleArrayList(ArrayUtils.toDoubleArray(out2)), true); - assertTrue(result.size() == 1 ); - assertEquals(expectedScore, result.get(0), 0.0); - } - - @Test - public void testClosenessScores(){ - //Identical => 1 - testCloseInner(new int[] {2,7,15,18,23}, 24, new int[] {2,7,15,18,23}, 24, 1.0); - - //No overlap => 0 - testCloseInner(new int[] {2,7,15,18,23}, 24, new int[] {3,9,14,19,24}, 25, .0); - //Similar => 4 of 5 match - testCloseInner(new int[] {2,7,15,18,23}, 24, new int[] {2,7,17,18,23}, 24, .8); - - //Little => 1 of 5 match - testCloseInner(new int[] {2,7,15,18,23}, 24, new int[] {3,7,17,19,24}, 25, .2); - - //Extra active bit => off by 1 of 5 - testCloseInner(new int[] {2,7,15,18,23}, 24, new int[] {2,7,11,15,18,23}, 24, .8); - - //Missing active bit => off by 1 of 5 - testCloseInner(new int[] {2,7,15,18,23}, 24, new int[] {2,7,18,23}, 24, .8); - } + @SuppressWarnings("unchecked") + @Test + public void testEncodeArray_24outputBits() { + SparsePassThroughEncoder encoder = new SparsePassThroughEncoder(24, null); + encoder.setName("foo"); + + //Send bitmap as array of indices + int bitmap[] = {2, 7, 15, 18, 23}; + int output[] = new int[24]; + encoder.encodeIntoArray(bitmap, output); + assertEquals(bitmap.length, ArrayUtils.sum(output)); + Tuple decode = encoder.decode(output, null); + assertTrue(((HashMap) decode.get(0)).containsKey(encoder.getName())); + } + + @SuppressWarnings("unchecked") + @Test + public void testEncodeArray_12outputBits() { + SparsePassThroughEncoder encoder = new SparsePassThroughEncoder(12, null); + encoder.setName("foo2"); + + //Send bitmap as array of indices + int bitmap[] = {0, 11}; + int output[] = new int[12]; + encoder.encodeIntoArray(bitmap, output); + assertEquals(bitmap.length, ArrayUtils.sum(output)); + Tuple decode = encoder.decode(output, null); + assertTrue(((HashMap) decode.get(0)).containsKey(encoder.getName())); + } + + @Rule + public ExpectedException exception = ExpectedException.none(); + + @Test + public void testArrayInvalidWTooBig() { + SparsePassThroughEncoder encoder = new SparsePassThroughEncoder(9, 3); + exception.expect(IllegalArgumentException.class); + encoder.encode(new int[]{2}); + + encoder = SparsePassThroughEncoder.sparseBuilder() + .n(9) + .w(3) + .name("foo") + .build(); + exception.expect(IllegalArgumentException.class); + encoder.encode(new int[]{2}); + } + + @Test + public void testArrayInvalidWTooSmall() { + SparsePassThroughEncoder encoder = new SparsePassThroughEncoder(9, 3); + exception.expect(IllegalArgumentException.class); + encoder.encode(new int[]{2, 7, 15, 18, 23}); + + encoder = SparsePassThroughEncoder.sparseBuilder() + .n(9) + .w(3) + .name("foo") + .build(); + exception.expect(IllegalArgumentException.class); + encoder.encode(new int[]{2, 7, 15, 18, 23}); + } + + @Ignore + private void testCloseInner(int[] bitmap1, int outputWidth1, int[] bitmap2, int outputWidth2, double expectedScore) { + SparsePassThroughEncoder encoder1 = new SparsePassThroughEncoder(outputWidth1, null); + SparsePassThroughEncoder encoder2 = new SparsePassThroughEncoder(outputWidth2, null); + + int[] out1 = encoder1.encode(bitmap1); + int[] out2 = encoder2.encode(bitmap2); + + TDoubleList result = encoder1.closenessScores(new TDoubleArrayList(ArrayUtils.toDoubleArray(out1)), new TDoubleArrayList(ArrayUtils.toDoubleArray(out2)), true); + assertTrue(result.size() == 1); + assertEquals(expectedScore, result.get(0), 0.0); + + encoder1 = SparsePassThroughEncoder.sparseBuilder() + .n(outputWidth1) + .build(); + encoder2 = SparsePassThroughEncoder.sparseBuilder() + .n(outputWidth2) + .build(); + + out1 = encoder1.encode(bitmap1); + out2 = encoder2.encode(bitmap2); + + result = encoder1.closenessScores(new TDoubleArrayList(ArrayUtils.toDoubleArray(out1)), new TDoubleArrayList(ArrayUtils.toDoubleArray(out2)), true); + assertTrue(result.size() == 1); + assertEquals(expectedScore, result.get(0), 0.0); + } + + @Test + public void testClosenessScores() { + //Identical => 1 + testCloseInner(new int[]{2, 7, 15, 18, 23}, 24, new int[]{2, 7, 15, 18, 23}, 24, 1.0); + + //No overlap => 0 + testCloseInner(new int[]{2, 7, 15, 18, 23}, 24, new int[]{3, 9, 14, 19, 24}, 25, .0); + //Similar => 4 of 5 match + testCloseInner(new int[]{2, 7, 15, 18, 23}, 24, new int[]{2, 7, 17, 18, 23}, 24, .8); + + //Little => 1 of 5 match + testCloseInner(new int[]{2, 7, 15, 18, 23}, 24, new int[]{3, 7, 17, 19, 24}, 25, .2); + + //Extra active bit => off by 1 of 5 + testCloseInner(new int[]{2, 7, 15, 18, 23}, 24, new int[]{2, 7, 11, 15, 18, 23}, 24, .8); + + //Missing active bit => off by 1 of 5 + testCloseInner(new int[]{2, 7, 15, 18, 23}, 24, new int[]{2, 7, 18, 23}, 24, .8); + } } From c053b24ebf3fa4fa342306241d71aaa8008b6625 Mon Sep 17 00:00:00 2001 From: antidata Date: Sun, 29 Mar 2015 21:15:45 -0600 Subject: [PATCH 50/56] #207 Steps count test for ClassifierResult --- .../algorithms/ClassifierResultTest.java | 24 +++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/src/test/java/org/numenta/nupic/algorithms/ClassifierResultTest.java b/src/test/java/org/numenta/nupic/algorithms/ClassifierResultTest.java index 620d6bcc..65032aef 100644 --- a/src/test/java/org/numenta/nupic/algorithms/ClassifierResultTest.java +++ b/src/test/java/org/numenta/nupic/algorithms/ClassifierResultTest.java @@ -54,4 +54,28 @@ public void testGetMostProbableBucketIndex() { assertTrue(result.getMostProbableBucketIndex(2) == -1); } + @Test + public void testGetCorrectStepsCount() { + String mon = "Monday"; + String tue = "Tuesday"; + String wed = "Wednesday"; + + double monVal = 0.01d; + double tueVal = 0.80d; + double wedVal = 0.30d; + + ClassifierResult result = new ClassifierResult<>(); + result.setActualValues(new String[] { mon, tue, wed }); + result.setStats(1, new double[] { monVal, tueVal, wedVal }); + assertTrue(result.getMostProbableBucketIndex(1) == 1); + assertTrue(result.getMostProbableBucketIndex(2) == -1); + + double monVal2 = 0.30d; + double tueVal2 = 0.01d; + double wedVal2 = 0.29d; + result.setStats(3, new double[] { monVal2, tueVal2, wedVal2 }); + assertTrue(result.getMostProbableBucketIndex(3) == 0); + assertTrue(result.getMostProbableBucketIndex(2) == -1); + assertTrue(result.getStepCount() == 2); + } } From 4b4b6a34759c330589223e39071ed5e708ebb456 Mon Sep 17 00:00:00 2001 From: antidata Date: Wed, 1 Apr 2015 23:44:54 -0600 Subject: [PATCH 51/56] #208 PassThroughEncoder Logging + other improvements --- .../nupic/encoders/PassThroughEncoder.java | 326 +++++++++--------- 1 file changed, 162 insertions(+), 164 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java b/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java index e3f22996..6890e7c8 100644 --- a/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java @@ -32,172 +32,170 @@ /** * Pass an encoded SDR straight to the model. * Each encoding is an SDR in which w out of n bits are turned on. - * @author wilsondy (from Python original) * + * @author wilsondy (from Python original) */ public class PassThroughEncoder extends Encoder { - private static final Logger LOG = LoggerFactory.getLogger(PassThroughEncoder.class); - - /** - * This is used to check that there are exactly outputBitsOn in the outgoing bits - * The Python claims to do more, but I don't think it actually does anything other than throw an error - * as we do here also. (This is w in the Python code) - */ - private Integer outputBitsOnCount; - - protected PassThroughEncoder() {} - - public PassThroughEncoder(int outputWidth, Integer outputBitsOnCount) { - super.setW(outputWidth); - super.setN(outputWidth); - super.setForced(false); - this.outputBitsOnCount = outputBitsOnCount; - } - - /** - * Returns a builder for building PassThroughEncoders. - * This builder may be reused to produce multiple builders - * - * @return a {@code PassThroughEncoder.Builder} - */ - public static Encoder.Builder builder() { - return new PassThroughEncoder.Builder(); - } - - public void init() { - setForced(false); - this.outputBitsOnCount = getW() > 0 ? getW() : null; - } - - @Override - /** - * Does a bitwise compare of the two bitmaps and returns a fractional - * value between 0 and 1 of how similar they are. - * 1 => identical - * 0 => no overlapping bits - * IGNORES difference in length (only compares bits of shorter list) e..g 11 and 1100101010 are "identical" - * @see org.numenta.nupic.encoders.Encoder#closenessScores(gnu.trove.list.TDoubleList, gnu.trove.list.TDoubleList, boolean) - */ - public gnu.trove.list.TDoubleList closenessScores(gnu.trove.list.TDoubleList expValues, gnu.trove.list.TDoubleList actValues, boolean fractional) { - TDoubleArrayList result = new TDoubleArrayList(); - - double ratio = 1.0d; - double expectedSum = expValues.sum(); - double actualSum = actValues.sum(); - - if (actualSum > expectedSum) { - double diff = actualSum - expectedSum; - if (diff < expectedSum) - ratio = 1 - diff / expectedSum; - else - ratio = 1 / diff; - } - - int[] expectedInts = ArrayUtils.toIntArray(expValues.toArray()); - int[] actualInts = ArrayUtils.toIntArray(actValues.toArray()); - - int[] overlap = ArrayUtils.and(expectedInts, actualInts); - - int overlapSum = ArrayUtils.sum(overlap); - double r = 0.0; - if (expectedSum == 0) - r = 0.0; - else - r = overlapSum / expectedSum; - r = r * ratio; - - result.add(r); - return result; - } - - @Override - public int getWidth() { - return w; - } - - @Override - public boolean isDelta() { - return false; - } - - - - /** - * Check for length the same and copy input into output - * If outputBitsOnCount (w) set, throw error if not true - * @param input - * @param output - */ - @Override - public void encodeIntoArray(int[] input, int[] output){ - if( input.length != output.length) - throw new IllegalArgumentException(String.format("Different input (%i) and output (%i) sizes", input.length, output.length)); - if(this.outputBitsOnCount != null && ArrayUtils.sum(input) != outputBitsOnCount) - throw new IllegalArgumentException(String.format("Input has %i bits but w was set to %i.", ArrayUtils.sum(input), outputBitsOnCount)); - - System.arraycopy(input, 0, output, 0, input.length); - - } - - /** - * Not much real work to do here as this concept doesn't really apply. - */ - @Override - public Tuple decode(int[] encoded, String parentFieldName) { - //TODO: these methods should be properly implemented (this comment in Python) - String fieldName = this.name; - if (parentFieldName != null && parentFieldName.length() > 0) - LOG.trace(String.format("Decoding Field: %s.%s", parentFieldName, this.name)); - - List ranges = new ArrayList(); - ranges.add(new MinMax(0,0)); - RangeList inner = new RangeList(ranges, "input"); - Map fieldsDict = new HashMap(); - fieldsDict.put(fieldName, inner); - - //return ({fieldName: ([[0, 0]], "input")}, [fieldName]) - return new DecodeResult(fieldsDict, Arrays.asList(new String[] { fieldName })); - } - - @Override - public void setLearning(boolean learningEnabled) { - //NOOP - } - - @Override - public List getBucketValues(Class returnType) { - return null; - } - - /** - * Returns a {@link EncoderBuilder} for constructing {@link PassThroughEncoder}s - * - * The base class architecture is put together in such a way where boilerplate - * initialization can be kept to a minimum for implementing subclasses, while avoiding - * the mistake-proneness of extremely long argument lists. - * - */ - public static class Builder extends Encoder.Builder { - private Builder() {} - - @Override - public PassThroughEncoder build() { - //Must be instantiated so that super class can initialize - //boilerplate variables. - encoder = new PassThroughEncoder(); - - //Call super class here - super.build(); - - //////////////////////////////////////////////////////// - // Implementing classes would do setting of specific // - // vars here together with any sanity checking // - //////////////////////////////////////////////////////// - - ((PassThroughEncoder)encoder).init(); - - return (PassThroughEncoder)encoder; - } - } + private static final Logger LOGGER = LoggerFactory.getLogger(PassThroughEncoder.class); + + /** + * This is used to check that there are exactly outputBitsOn in the outgoing bits + * The Python claims to do more, but I don't think it actually does anything other than throw an error + * as we do here also. (This is w in the Python code) + */ + private Integer outputBitsOnCount; + + protected PassThroughEncoder() { } + + public PassThroughEncoder(int outputWidth, Integer outputBitsOnCount) { + super.setW(outputWidth); + super.setN(outputWidth); + super.setForced(false); + this.outputBitsOnCount = outputBitsOnCount; + LOGGER.info("Building new PassThroughEncoder instance, outputWidth: {} outputBitsOnCount: {}", outputWidth, outputBitsOnCount); + } + + /** + * Returns a builder for building PassThroughEncoders. + * This builder may be reused to produce multiple builders + * + * @return a {@code PassThroughEncoder.Builder} + */ + public static Encoder.Builder builder() { + return new PassThroughEncoder.Builder(); + } + + public void init() { + setForced(false); + this.outputBitsOnCount = getW() > 0 ? getW() : null; + } + + @Override + /** + * Does a bitwise compare of the two bitmaps and returns a fractional + * value between 0 and 1 of how similar they are. + * 1 => identical + * 0 => no overlapping bits + * IGNORES difference in length (only compares bits of shorter list) e..g 11 and 1100101010 are "identical" + * @see org.numenta.nupic.encoders.Encoder#closenessScores(gnu.trove.list.TDoubleList, gnu.trove.list.TDoubleList, boolean) + */ + public gnu.trove.list.TDoubleList closenessScores(gnu.trove.list.TDoubleList expValues, gnu.trove.list.TDoubleList actValues, boolean fractional) { + TDoubleArrayList result = new TDoubleArrayList(); + + double ratio = 1.0d; + double expectedSum = expValues.sum(); + double actualSum = actValues.sum(); + + if (actualSum > expectedSum) { + double diff = actualSum - expectedSum; + if (diff < expectedSum) + ratio = 1 - diff / expectedSum; + else + ratio = 1 / diff; + } + + int[] expectedInts = ArrayUtils.toIntArray(expValues.toArray()); + int[] actualInts = ArrayUtils.toIntArray(actValues.toArray()); + + int[] overlap = ArrayUtils.and(expectedInts, actualInts); + + int overlapSum = ArrayUtils.sum(overlap); + double r = 0.0; + if (expectedSum != 0) + r = overlapSum / expectedSum; + r = r * ratio; + + LOGGER.trace("closenessScores for expValues: {} and actValues: {} is: {}", Arrays.toString(expectedInts), Arrays.toString(actualInts), r); + + result.add(r); + return result; + } + + @Override + public int getWidth() { + return w; + } + + @Override + public boolean isDelta() { + return false; + } + + /** + * Check for length the same and copy input into output + * If outputBitsOnCount (w) set, throw error if not true + * + * @param input + * @param output + */ + @Override + public void encodeIntoArray(int[] input, int[] output) { + if (input.length != output.length) + throw new IllegalArgumentException(String.format("Different input (%i) and output (%i) sizes", input.length, output.length)); + if (this.outputBitsOnCount != null && ArrayUtils.sum(input) != outputBitsOnCount) + throw new IllegalArgumentException(String.format("Input has %i bits but w was set to %i.", ArrayUtils.sum(input), outputBitsOnCount)); + + System.arraycopy(input, 0, output, 0, input.length); + LOGGER.trace("encodeIntoArray: Input: {} \nOutput: {} ", Arrays.toString(input), Arrays.toString(output)); + } + + /** + * Not much real work to do here as this concept doesn't really apply. + */ + @Override + public Tuple decode(int[] encoded, String parentFieldName) { + //TODO: these methods should be properly implemented (this comment in Python) + String fieldName = this.name; + if (parentFieldName != null && parentFieldName.length() > 0) + LOGGER.trace("Decoding Field: {}.{}", parentFieldName, this.name); + + List ranges = new ArrayList(); + ranges.add(new MinMax(0, 0)); + RangeList inner = new RangeList(ranges, "input"); + Map fieldsDict = new HashMap(); + fieldsDict.put(fieldName, inner); + + return new DecodeResult(fieldsDict, Arrays.asList(fieldName)); + } + + @Override + public void setLearning(boolean learningEnabled) { + //NOOP + } + + @Override + public List getBucketValues(Class returnType) { + return null; + } + + /** + * Returns a {@link Encoder.Builder} for constructing {@link PassThroughEncoder}s + *

      + * The base class architecture is put together in such a way where boilerplate + * initialization can be kept to a minimum for implementing subclasses, while avoiding + * the mistake-proneness of extremely long argument lists. + */ + public static class Builder extends Encoder.Builder { + private Builder() { } + + @Override + public PassThroughEncoder build() { + //Must be instantiated so that super class can initialize + //boilerplate variables. + encoder = new PassThroughEncoder(); + + //Call super class here + super.build(); + + //////////////////////////////////////////////////////// + // Implementing classes would do setting of specific // + // vars here together with any sanity checking // + //////////////////////////////////////////////////////// + + ((PassThroughEncoder) encoder).init(); + + return (PassThroughEncoder) encoder; + } + } } From 25611035725734125dd2887f47a2ca16407e63f6 Mon Sep 17 00:00:00 2001 From: David Ray Date: Sun, 12 Apr 2015 08:43:10 -0500 Subject: [PATCH 52/56] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 4a5da2ae..27b12710 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,8 @@ Official community-supported Java implementation of [Hierarchal Temporal Memory **NOTE: Minimum JavaSE version is 1.8** -### In The News - _Another Update This Month!_ +### In The News - (We never updated with this latest change...) +* [HTM.java is now [**OFFICIAL!**](https://github.com/numenta/htm.java/issues/193) (02/25/2015) * [HTM.java Now Has Anomaly Detection & Anomaly Likelihood Prediction!](https://github.com/numenta/htm.java/wiki/Anomaly-Detection-Module) (02/22/2015) * [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) (02/2015) * [HTM.java Reaches Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) From 292ce678d0bb8f42f13c4a1f9bec7ec401654a8f Mon Sep 17 00:00:00 2001 From: David Ray Date: Sun, 12 Apr 2015 09:08:59 -0500 Subject: [PATCH 53/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 27b12710..e50f4eea 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ Official community-supported Java implementation of [Hierarchal Temporal Memory **NOTE: Minimum JavaSE version is 1.8** ### In The News - (We never updated with this latest change...) -* [HTM.java is now [**OFFICIAL!**](https://github.com/numenta/htm.java/issues/193) (02/25/2015) +* [HTM.java is now [**OFFICIAL!**](https://github.com/numenta/htm.java/issues/193) See the [announcement](http://lists.numenta.org/pipermail/nupic_lists.numenta.org/2015-February/010404.html) (02/25/2015) * [HTM.java Now Has Anomaly Detection & Anomaly Likelihood Prediction!](https://github.com/numenta/htm.java/wiki/Anomaly-Detection-Module) (02/22/2015) * [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) (02/2015) * [HTM.java Reaches Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) From 9510de561e162533f7ffdef753e07e1321b3e6ce Mon Sep 17 00:00:00 2001 From: David Ray Date: Sun, 12 Apr 2015 09:09:25 -0500 Subject: [PATCH 54/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index e50f4eea..b41da253 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ Official community-supported Java implementation of [Hierarchal Temporal Memory **NOTE: Minimum JavaSE version is 1.8** ### In The News - (We never updated with this latest change...) -* [HTM.java is now [**OFFICIAL!**](https://github.com/numenta/htm.java/issues/193) See the [announcement](http://lists.numenta.org/pipermail/nupic_lists.numenta.org/2015-February/010404.html) (02/25/2015) +* [HTM.java is now [**OFFICIAL!**](https://github.com/numenta/htm.java/issues/193) See the [_**announcement**_](http://lists.numenta.org/pipermail/nupic_lists.numenta.org/2015-February/010404.html) (02/25/2015) * [HTM.java Now Has Anomaly Detection & Anomaly Likelihood Prediction!](https://github.com/numenta/htm.java/wiki/Anomaly-Detection-Module) (02/22/2015) * [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) (02/2015) * [HTM.java Reaches Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) From b530582946c54385edbc48786f6f1471e2193fba Mon Sep 17 00:00:00 2001 From: David Ray Date: Mon, 13 Apr 2015 12:41:55 -0500 Subject: [PATCH 55/56] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index b41da253..b0291172 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ Official community-supported Java implementation of [Hierarchal Temporal Memory **NOTE: Minimum JavaSE version is 1.8** ### In The News - (We never updated with this latest change...) -* [HTM.java is now [**OFFICIAL!**](https://github.com/numenta/htm.java/issues/193) See the [_**announcement**_](http://lists.numenta.org/pipermail/nupic_lists.numenta.org/2015-February/010404.html) (02/25/2015) +* HTM.java is now [**OFFICIAL!**](https://github.com/numenta/htm.java/issues/193) See the [_**announcement**_](http://lists.numenta.org/pipermail/nupic_lists.numenta.org/2015-February/010404.html) (02/25/2015) * [HTM.java Now Has Anomaly Detection & Anomaly Likelihood Prediction!](https://github.com/numenta/htm.java/wiki/Anomaly-Detection-Module) (02/22/2015) * [HTM.java Recieves New Benchmarking Tools](http://numenta.org/blog/2015/02/10/htm-java-receives-benchmark-harness.html) (02/2015) * [HTM.java Reaches Functional Completion](http://numenta.org/blog/2014/12/03/htm-on-the-jvm.html) (12/2014) From 39166c8fd3085b61e45f0950b873ec3123ee18a4 Mon Sep 17 00:00:00 2001 From: antidata Date: Mon, 4 May 2015 20:36:34 -0500 Subject: [PATCH 56/56] #208 Now using `if(LOGGER.isEnabled)` --- .../nupic/encoders/PassThroughEncoder.java | 17 ++++++++++++----- 1 file changed, 12 insertions(+), 5 deletions(-) diff --git a/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java b/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java index 6890e7c8..af4bff68 100644 --- a/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/PassThroughEncoder.java @@ -29,6 +29,8 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; +import static java.lang.String.*; + /** * Pass an encoded SDR straight to the model. * Each encoding is an SDR in which w out of n bits are turned on. @@ -53,6 +55,7 @@ public PassThroughEncoder(int outputWidth, Integer outputBitsOnCount) { super.setN(outputWidth); super.setForced(false); this.outputBitsOnCount = outputBitsOnCount; + LOGGER.info("Building new PassThroughEncoder instance, outputWidth: {} outputBitsOnCount: {}", outputWidth, outputBitsOnCount); } @@ -106,7 +109,9 @@ public gnu.trove.list.TDoubleList closenessScores(gnu.trove.list.TDoubleList exp r = overlapSum / expectedSum; r = r * ratio; - LOGGER.trace("closenessScores for expValues: {} and actValues: {} is: {}", Arrays.toString(expectedInts), Arrays.toString(actualInts), r); + if(LOGGER.isTraceEnabled()) { + LOGGER.trace("closenessScores for expValues: {} and actValues: {} is: {}", Arrays.toString(expectedInts), actualInts, r); + } result.add(r); return result; @@ -132,12 +137,14 @@ public boolean isDelta() { @Override public void encodeIntoArray(int[] input, int[] output) { if (input.length != output.length) - throw new IllegalArgumentException(String.format("Different input (%i) and output (%i) sizes", input.length, output.length)); + throw new IllegalArgumentException(format("Different input (%d) and output (%d) sizes", input.length, output.length)); if (this.outputBitsOnCount != null && ArrayUtils.sum(input) != outputBitsOnCount) - throw new IllegalArgumentException(String.format("Input has %i bits but w was set to %i.", ArrayUtils.sum(input), outputBitsOnCount)); + throw new IllegalArgumentException(format("Input has %d bits but w was set to %d.", ArrayUtils.sum(input), outputBitsOnCount)); System.arraycopy(input, 0, output, 0, input.length); - LOGGER.trace("encodeIntoArray: Input: {} \nOutput: {} ", Arrays.toString(input), Arrays.toString(output)); + if(LOGGER.isTraceEnabled()) { + LOGGER.trace("encodeIntoArray: Input: {} \nOutput: {} ", Arrays.toString(input), Arrays.toString(output)); + } } /** @@ -147,7 +154,7 @@ public void encodeIntoArray(int[] input, int[] output) { public Tuple decode(int[] encoded, String parentFieldName) { //TODO: these methods should be properly implemented (this comment in Python) String fieldName = this.name; - if (parentFieldName != null && parentFieldName.length() > 0) + if (parentFieldName != null && parentFieldName.length() > 0 && LOGGER.isTraceEnabled()) LOGGER.trace("Decoding Field: {}.{}", parentFieldName, this.name); List ranges = new ArrayList();

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+455,6 @@ public List getEncodedValues(Date inputData) { * @param inputData the input value, in this case a date object * @return a list of one input double */ - @SuppressWarnings({ "rawtypes", "unchecked" }) public TDoubleList getScalars(Date inputData) { if(inputData == null) { throw new IllegalArgumentException("DateEncoder requires a valid Date object but got null"); diff --git a/src/main/java/org/numenta/nupic/encoders/DeltaEncoder.java b/src/main/java/org/numenta/nupic/encoders/DeltaEncoder.java index 6fab0d48..0b5a77f0 100644 --- a/src/main/java/org/numenta/nupic/encoders/DeltaEncoder.java +++ b/src/main/java/org/numenta/nupic/encoders/DeltaEncoder.java @@ -38,7 +38,8 @@ public class DeltaEncoder extends AdaptiveScalarEncoder { public DeltaEncoder() { } - /* (non-Javadoc) + /** + * {@inheritDoc} * @see org.numenta.nupic.encoders.AdaptiveScalarEncoder#init() */ @Override @@ -46,7 +47,8 @@ public void init() { super.init(); } - /* (non-Javadoc) + /** + * {@inheritDoc} * @see org.numenta.nupic.encoders.AdaptiveScalarEncoder#initEncoder(int, double, double, int, double, double) */ @Override @@ -77,7 +79,8 @@ public DeltaEncoder build() { } } - /* (non-Javadoc) + /** + * {@inheritDoc} * @see org.numenta.nupic.encoders.AdaptiveScalarEncoder#encodeIntoArray(java.lang.Double, int[]) */ @Override @@ -86,11 +89,7 @@ public void encodeIntoArray(Double input, int[] output) { throw new IllegalArgumentException( String.format("Expected a Double input but got input of type %s", input.toString())); } - boolean learn = false; double delta = 0; - if (this.encLearningEnabled == false) { - learn = this.learningEnabled; - } if (input == DeltaEncoder.SENTINEL_VALUE_FOR_MISSING_DATA) { output = new int[this.n]; Arrays.fill(output, 0); @@ -130,7 +129,8 @@ public boolean isDelta() { return true; } - /* (non-Javadoc) + /** + * {@inheritDoc} * @see org.numenta.nupic.encoders.AdaptiveScalarEncoder#getBucketInfo(int[]) */ @Override @@ -138,7 +138,8 @@ public List getBucketInfo(int[] buckets) { return super.getBucketInfo(buckets); } - /* (non-Javadoc) + /** + * {@inheritDoc} * @see org.numenta.nupic.encoders.AdaptiveScalarEncoder#topDownCompute(int[]) */ @Override diff --git a/src/test/java/org/numenta/nupic/encoders/DateEncoderTest.java b/src/test/java/org/numenta/nupic/encoders/DateEncoderTest.java index 2093caa4..59a70639 100644 --- a/src/test/java/org/numenta/nupic/encoders/DateEncoderTest.java +++ b/src/test/java/org/numenta/nupic/encoders/DateEncoderTest.java @@ -6,7 +6,6 @@ import gnu.trove.list.array.TIntArrayList; import org.joda.time.DateTime; import org.junit.Test; -import org.numenta.nupic.encoders.*; import org.numenta.nupic.util.ArrayUtils; import org.numenta.nupic.util.MinMax; import org.numenta.nupic.util.Tuple; From fb80c0f124e50978eeebc56200bdeb36b1068661 Mon Sep 17 00:00:00 2001 From: David Ray Date: Thu, 5 Feb 2015 10:32:15 -0600 Subject: [PATCH 14/56] Added bench mark library and configurations to build Added Sample bench mark application (to be deleted later) --- build.gradle | 28 +++++++++++-- libs/jmh-core-1.5.1.jar | Bin 0 -> 412283 bytes src/jmh/java/sample/SampleBenchmark.java | 48 +++++++++++++++++++++++ src/jmh/resources/jmh_defaults.txt | 36 +++++++++++++++++ src/main/java/sample/SampleClass.java | 14 +++++++ 5 files changed, 123 insertions(+), 3 deletions(-) create mode 100644 libs/jmh-core-1.5.1.jar create mode 100644 src/jmh/java/sample/SampleBenchmark.java create mode 100644 src/jmh/resources/jmh_defaults.txt create mode 100644 src/main/java/sample/SampleClass.java diff --git a/build.gradle b/build.gradle index 0a48a573..d51762ee 100644 --- a/build.gradle +++ b/build.gradle @@ -10,7 +10,7 @@ targetCompatibility = 1.8 jar { manifest { - attributes 'Implementation-Title': 'htm.java', 'Implementation-Version': 0.30 + attributes 'Implementation-Title': 'htm.java', 'Implementation-Version': 0.40 } } @@ -39,19 +39,41 @@ dependencies { testCompile group: 'ch.qos.logback', name: 'logback-classic', version:'1.1.2' } -// jmh Benchmarking Tool +///////////////////////// jmh Benchmarking Tool /////////////////////// buildscript { repositories { jcenter() + mavenCentral() + maven { + name 'Shadow' + url 'http://dl.bintray.com/content/johnrengelman/gradle-plugins' + } + } + dependencies { classpath 'me.champeau.gradle:jmh-gradle-plugin:0.1.3' + classpath 'com.github.jengelman.gradle.plugins:shadow:1.2.0' + classpath 'org.openjdk.jmh:jmh-generator-annprocess:0.5.4' } + } apply plugin: 'me.champeau.gradle.jmh' +apply plugin: 'com.github.johnrengelman.shadow' + +jmh { + resultFormat = 'CSV' + fork = 0 + //jmhVersion = '1.5.1' +} + +tasks.jmhClasses.execute() +tasks.jmhJar.execute() +tasks.jmh.execute() +///////////////////////////////////////////////////////////////////////// // create Gradle wrapper with command line `gradle wrapper` in terminal task wrapper(type: Wrapper) { - gradleVersion = '2.0' + gradleVersion = '2.2' } diff --git a/libs/jmh-core-1.5.1.jar b/libs/jmh-core-1.5.1.jar new file mode 100644 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repos add jmh gradle benchmark config --- build.gradle | 12 +++++++++++ libs/logback-classic-1.1.2.jar | Bin 0 -> 270750 bytes libs/logback-core-1.1.2.jar | Bin 0 -> 427729 bytes libs/slf4j-api-1.7.10.jar | Bin 0 -> 32119 bytes .../numenta/nupic/encoders/DateEncoder.java | 1 - .../numenta/nupic/encoders/DeltaEncoder.java | 19 +++++++++--------- .../nupic/encoders/DateEncoderTest.java | 1 - 7 files changed, 22 insertions(+), 11 deletions(-) create mode 100644 libs/logback-classic-1.1.2.jar create mode 100644 libs/logback-core-1.1.2.jar create mode 100644 libs/slf4j-api-1.7.10.jar diff --git a/build.gradle b/build.gradle index a51edf0c..0a48a573 100644 --- a/build.gradle +++ b/build.gradle @@ -39,6 +39,18 @@ dependencies { testCompile group: 'ch.qos.logback', name: 'logback-classic', version:'1.1.2' } +// jmh Benchmarking Tool +buildscript { + repositories { + jcenter() + } + dependencies { + classpath 'me.champeau.gradle:jmh-gradle-plugin:0.1.3' + } +} + +apply plugin: 'me.champeau.gradle.jmh' + // create Gradle wrapper with command line `gradle wrapper` in terminal task wrapper(type: Wrapper) { gradleVersion = '2.0' diff --git a/libs/logback-classic-1.1.2.jar b/libs/logback-classic-1.1.2.jar new file mode 100644 index 0000000000000000000000000000000000000000..9230b2a7371a4a6c2c5ed2cca80fa9624d9d04ab GIT binary patch literal 270750 zcmbTdV|ZrWmM$Dr{KR&}wq3Dp+qP}ns@S$&aZ<5uI~7(=-m|;U?%n;pwZE&M>(P&K zuQ|t@L-Sr^$w`8Kfd=~PC0-RE^nd^S#~0M+ue7idKaIGI2%X%2h(Q90eTpU9EE^3$ z009+K0Rf@>S21aR8F3L|MI~Bkks=LA$2C@jZqFYd{CkRAihcEG%Zly}W(xQTb(zdI zju&#o#B+I&!C#F#db&H@;=bG@Io_(Nd1=u;-dqH@s%uwM*dFPc4@j!enVK5ed)<2` z@+En$0{DEZj~$0iJ$9asy#*Um(C%F6T8|Q_fAjF=zB_F#G;}c9V)*XRY}~Gda+2}k z<9D5nm7~^kysM0TL_QDiuGKz29Ur<6XSn?481FI0hR%oI=h`bY$V7b;x~1IfoDg41 zS#Tbv(Cy|)kEjj7!=Hq-ZD`)>X$7v#)lU>eu^ZfDUGb2{ULw66$*3gtQsq>YmsR`b ztyM$7>ZwGWrNV5x@>J)?q*v3Ig;!*;iZn%qe+zAg5jb}b^^?;SOpnjx^*nukrMZ%g zR=pA40@`*u19oTOWp~CB=IMRkgD(5zVic2u=!i@L;lgmG_%5gR7XUc)CFhEzL6D~R 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