Subreport: Logs for com.simiacryptus.ref.lang.ReferenceCountingBase
Using Seed 7689124154073123840
SingleDerivativeTester.java:101 executed in 0.00 seconds (0.000 gc):
log.info(RefString.format("Inputs: %s", prettyPrint(inputPrototype)));
log.info(RefString.format("Inputs Statistics: %s", printStats(inputPrototype)));
log.info(RefString.format("Output: %s", outputPrototype.prettyPrint()));
assert outputPrototype != null;
log.info(RefString.format("Outputs Statistics: %s", outputPrototype.getScalarStatistics()));
},
outputPrototype.addRef(),
RefUtil.addRef(inputPrototype)));
Inputs: [ 0.08, 0.7, -0.128 ]
Inputs Statistics: {meanExponent=-0.7148673344486438, negative=1, min=-0.128, max=0.7, mean=0.2173333333333333, count=3, sum=0.6519999999999999, positive=2, stdDev=0.3517018939701949, zeros=0}
Output: [ [ 0.0, 0.055999999999999994, -0.01024 ], [ 0.055999999999999994, 0.0, -0.0896 ], [ -0.01024, -0.0896, 0.0 ] ]
Outputs Statistics: {meanExponent=-1.4297346688972874, negative=4, min=-0.0896, max=0.055999999999999994, mean=-0.009742222222222223, count=9, sum=-0.08768000000000001, positive=2, stdDev=0.04908477604620574, zeros=3}
We validate the agreement between the implemented derivative of the inputs apply finite difference estimations:
SingleDerivativeTester.java:117 executed in 0.03 seconds (0.000 gc):
return testFeedback(
statistics,
component.addRef(),
RefUtil.addRef(inputPrototype),
outputPrototype.addRef());
},
outputPrototype.addRef(),
RefUtil.addRef(inputPrototype),
component.addRef()));
Feedback for input 0
Inputs Values: [ 0.08, 0.7, -0.128 ]
Value Statistics: {meanExponent=-0.7148673344486438, negative=1, min=-0.128, max=0.7, mean=0.2173333333333333, count=3, sum=0.6519999999999999, positive=2, stdDev=0.3517018939701949, zeros=0}
Implemented Feedback: [ [ 0.0, 0.7, -0.128, 0.7, 0.0, 0.0, -0.128, 0.0, 0.0 ], [ 0.0, 0.08, 0.0, 0.08, 0.0, -0.128, 0.0, -0.128, 0.0 ], [ 0.0, 0.0, 0.08, 0.0, 0.0, 0.7, 0.08, 0.7, 0.0 ] ]
Implemented Statistics: {meanExponent=-0.7148673344486437, negative=4, min=-0.128, max=0.7, mean=0.09659259259259258, count=27, sum=2.6079999999999997, positive=8, stdDev=0.25814312126462213, zeros=15}
Measured Feedback: [ [ 0.0, 0.7000000000000756, -0.1280000000000031, 0.7000000000000756, 0.0, 0.0, -0.1280000000000031, 0.0, 0.0 ], [ 0.0, 0.08000000000001062, 0.0, 0.08000000000001062, 0.0, -0.12799999999993372, 0.0, -0.12799999999993372, 0.0 ], [ 0.0, 0.0, 0.07999999999999327, 0.0, 0.0, 0.7000000000000062, 0.07999999999999327, 0.7000000000000062, 0.0 ] ]
Measured Statistics: {meanExponent=-0.7148673344486675, negative=4, min=-0.1280000000000031, max=0.7000000000000756, mean=0.09659259259260361, count=27, sum=2.6080000000002976, positive=8, stdDev=0.25814312126463224, zeros=15}
Feedback Error: [ [ 0.0, 7.560618797697316E-14, -3.1086244689504383E-15, 7.560618797697316E-14, 0.0, 0.0, -3.1086244689504383E-15, 0.0, 0.0 ], [ 0.0, 1.061650767297806E-14, 0.0, 1.061650767297806E-14, 0.0, 6.628031457012185E-14, 0.0, 6.628031457012185E-14, 0.0 ], [ 0.0, 0.0, -6.7307270867900115E-15, 0.0, 0.0, 6.217248937900877E-15, -6.7307270867900115E-15, 6.217248937900877E-15, 0.0 ] ]
Error Statistics: {meanExponent=-13.859974653330575, negative=4, min=-6.7307270867900115E-15, max=7.560618797697316E-14, mean=1.1028215377943221E-14, count=27, sum=2.97761815204467E-13, positive=8, stdDev=2.5347679706733696E-14, zeros=15}
Returns
{
"absoluteTol" : {
"count" : 27,
"sum" : 3.371192214274288E-13,
"min" : 0.0,
"max" : 7.560618797697316E-14,
"sumOfSquare" : 2.063141282531149E-26,
"standardDeviation" : 2.4662294597173438E-14,
"average" : 1.248589708990477E-14
},
"relativeTol" : {
"count" : 12,
"sum" : 8.758321449040816E-13,
"min" : 4.4408920985006064E-15,
"max" : 2.589074787896055E-13,
"sumOfSquare" : 1.5257823052358514E-25,
"standardDeviation" : 8.595286257577697E-14,
"average" : 7.298601207534013E-14
}
}
We validate the agreement between the implemented derivative of the internal weights apply finite difference estimations:
SingleDerivativeTester.java:133 executed in 0.00 seconds (0.000 gc):
return testLearning(
statistics,
component.addRef(),
RefUtil.addRef(inputPrototype),
outputPrototype.addRef());
},
outputPrototype.addRef(),
RefUtil.addRef(inputPrototype),
component.addRef()));
Returns
{
"absoluteTol" : {
"count" : 27,
"sum" : 3.371192214274288E-13,
"min" : 0.0,
"max" : 7.560618797697316E-14,
"sumOfSquare" : 2.063141282531149E-26,
"standardDeviation" : 2.4662294597173438E-14,
"average" : 1.248589708990477E-14
},
"relativeTol" : {
"count" : 12,
"sum" : 8.758321449040816E-13,
"min" : 4.4408920985006064E-15,
"max" : 2.589074787896055E-13,
"sumOfSquare" : 1.5257823052358514E-25,
"standardDeviation" : 8.595286257577697E-14,
"average" : 7.298601207534013E-14
}
}
The overall agreement accuracy between the implemented derivative and the finite difference estimations:
SingleDerivativeTester.java:148 executed in 0.00 seconds (0.000 gc):
//log.info(String.format("Component: %s\nInputs: %s\noutput=%s", component, Arrays.toStream(inputPrototype), outputPrototype));
log.info(RefString.format("Finite-Difference Derivative Accuracy:"));
log.info(RefString.format("absoluteTol: %s", statistics.absoluteTol));
log.info(RefString.format("relativeTol: %s", statistics.relativeTol));
Finite-Difference Derivative Accuracy:
absoluteTol: 1.2486e-14 +- 2.4662e-14 [0.0000e+00 - 7.5606e-14] (27#)
relativeTol: 7.2986e-14 +- 8.5953e-14 [4.4409e-15 - 2.5891e-13] (12#)
SingleDerivativeTester.java:156 executed in 0.01 seconds (0.000 gc):
testFrozen(component.addRef(), RefUtil.addRef(inputPrototype));
testUnFrozen(component.addRef(), RefUtil.addRef(inputPrototype));
LayerTests.java:425 executed in 0.00 seconds (0.000 gc):
throwException(exceptions.addRef());
| class | details | result |
|---|---|---|
| com.simiacryptus.mindseye.test.unit.SingleDerivativeTester | ToleranceStatistics{absoluteTol=1.2486e-14 +- 2.4662e-14 [0.0000e+00 - 7.5606e-14] (27#), relativeTol=7.2986e-14 +- 8.5953e-14 [4.4409e-15 - 2.5891e-13] (12#)} | OK |
{
"result": "OK",
"performance": {
"execution_time": "0.180",
"gc_time": "0.107"
},
"created_on": 1586737072376,
"file_name": "derivativeTest",
"report": {
"simpleName": "Basic",
"canonicalName": "com.simiacryptus.mindseye.layers.java.CrossDotMetaLayerTest.Basic",
"link": "https://github.com/SimiaCryptus/mindseye-java/tree/93db34cedee48c0202777a2b25deddf1dfaf5731/src/test/java/com/simiacryptus/mindseye/layers/java/CrossDotMetaLayerTest.java",
"javaDoc": ""
},
"archive": "s3://code.simiacrypt.us/tests/com/simiacryptus/mindseye/layers/java/CrossDotMetaLayer/Basic/derivativeTest/202004131752",
"id": "2d3685f8-3857-4f61-818d-53114a227a8a",
"report_type": "Components",
"display_name": "Derivative Validation",
"target": {
"simpleName": "CrossDotMetaLayer",
"canonicalName": "com.simiacryptus.mindseye.layers.java.CrossDotMetaLayer",
"link": "https://github.com/SimiaCryptus/mindseye-java/tree/93db34cedee48c0202777a2b25deddf1dfaf5731/src/main/java/com/simiacryptus/mindseye/layers/java/CrossDotMetaLayer.java",
"javaDoc": ""
}
}