From 5100eac333a6c6d2cb0a4ce8d7fb0c73bba1f86d Mon Sep 17 00:00:00 2001 From: Roger Dev Date: Thu, 23 Jan 2020 09:48:53 -0700 Subject: [PATCH 1/9] ML-454 Multiple Model Support Add Multi-model support Refine documentation Add Multi-model test program Rename "model" and "sess" Keras parameters to "seqId" for clarity Signed-off-by: Roger Dev --- Bundle.ecl | 4 +- GNNI.ecl | 83 +++++++++--- Internal/Keras.ecl | 129 ++++++++++-------- Test/MultiModel.ecl | 316 ++++++++++++++++++++++++++++++++++++++++++++ 4 files changed, 454 insertions(+), 78 deletions(-) create mode 100644 Test/MultiModel.ecl diff --git a/Bundle.ecl b/Bundle.ecl index 34f34a4..b8f96ee 100644 --- a/Bundle.ecl +++ b/Bundle.ecl @@ -7,8 +7,8 @@ EXPORT Bundle := MODULE(Std.BundleBase) EXPORT Description := 'Generalized Neural Network Bundle'; EXPORT Authors := ['HPCCSystems']; EXPORT License := 'See LICENSE.TXT'; - EXPORT Copyright := 'Copyright (C) 2019 HPCC Systems®'; + EXPORT Copyright := 'Copyright (C) 2020 HPCC Systems®'; EXPORT DependsOn := ['ML_Core']; - EXPORT Version := '1.0.0'; + EXPORT Version := '1.0.1'; EXPORT PlatformVersion := '7.4.0'; END; diff --git a/GNNI.ecl b/GNNI.ecl index 026327d..6e41ee2 100644 --- a/GNNI.ecl +++ b/GNNI.ecl @@ -70,6 +70,11 @@ nodeId := Thorlib.node(); *
  • It is critical that this token passing is chained, or calls may occur out of order. * For example, Fit() could be called before DefineModel(), which would not produce good results.
  • * + *

    MULTIPLE MODEL SUPPORT + *

    GNNI supports multiple Keras models within the same work unit. Multiple models are created + * by using multiple calls to DefineModel() using the same sessionId. The returned modelIds are + * used in subsequent calls to discriminate between the models. See Test/MultiModel.ecl for an + * example. */ EXPORT GNNI := MODULE /** @@ -78,7 +83,15 @@ EXPORT GNNI := MODULE * breaking the dependency chain. */ SHARED UNSIGNED4 getToken(UNSIGNED4 lastToken) := EMBED(Python) - return lastToken + 1; + return lastToken + 1 + ENDEMBED; + /** + * Obscure a value (from the ECL compiler) by returning it through a + * python function so that the compiler can't determine that it is + * a constant. + */ + SHARED UNSIGNED4 obscure(UNSIGNED4 value) := EMBED(C++:action) + return value; ENDEMBED; /** * Each node returns status as a kString. Returns an error message @@ -92,6 +105,10 @@ EXPORT GNNI := MODULE '''Didn't recieve reply from all nodes: ''' + COUNT(results), rr1); return rr; END; + + // Number by which to multiply the Keras model id in order to generate + // GNNI model ids. + SHARED kerasIdFactor := 100000; /** * Initialize Keras on all nodes and return a "session" token to be used on the * next call to GNNI. @@ -135,7 +152,15 @@ EXPORT GNNI := MODULE mdefRepl := PROJECT(NOCOMBINE(mdefRepl0), TRANSFORM(RECORDOF(LEFT), SELF.nodeId := nodeId, SELF := LEFT), LOCAL); kstatus := ASSERT(Keras.DefineModel(mdefRepl, sess), LENGTH(text) = 0, 'DefineModel Exception: ' + text); status := reduceResults(kstatus); - model := IF(LENGTH(status) = 0, getToken(sess), 0); + // Extract the Keras modelId from the id field of the returned status. Each node should have the + // same model id since they are kept in sync. So we just use the one from our own node. + modelId := kstatus(nodeId = nodeId)[1].id; + // We need to generate an GNNI modelId that encompasses both the sequence, and encodes + // the Keras model id. + // We multiply the modelId by kerasIdFactor and use that as the basis for our returned modelId token. + // This allows up to kerasIdFactor operations on each model, which should be enough. + modelBase := modelId * kerasIdFactor; + model := IF(LENGTH(status) = 0, getToken(sess + modelBase), 0); RETURN model; END; @@ -147,7 +172,8 @@ EXPORT GNNI := MODULE * @return A JSON string representing the model definition. */ EXPORT STRING ToJSON(UNSIGNED4 mod) := FUNCTION - results := Keras.ToJSON(DATASET([], kString), mod); + kModelId := mod DIV kerasIdFactor; + results := Keras.ToJSON(DATASET([], kString), mod, kModelId); result := results[1].text; RETURN result; END; @@ -171,7 +197,15 @@ EXPORT GNNI := MODULE SELF.text := json), LOCAL); kstatus := ASSERT(Keras.FromJSON(mdefRepl, sess), LENGTH(text) = 0, 'FromJSON Exception: ' + text, FAIL); status := reduceResults(kstatus); - model := IF(LENGTH(status) = 0, getToken(sess), 0); + // Extract the Keras modelId from the id field of the returned status. Each node should have the + // same model id since they are kept in sync. So we just use the one from our own node. + modelId := kstatus(nodeId = nodeId)[1].id; + // We need to generate an GNNI modelId that encompasses both the sequence, and encodes + // the Keras model id. + // We multiply the modelId by kerasIdFactor and use that as the basis for our returned modelId token. + // This allows up to kerasIdFactor operations on each model, which should be enough. + modelBase := modelId * kerasIdFactor; + model := IF(LENGTH(status) = 0, getToken(sess + modelBase), 0); RETURN model; END; /** @@ -190,7 +224,7 @@ EXPORT GNNI := MODULE *

  • '''compile(loss='categorical_crossentropy', optimizer='adam', metrics=['accuracy'])'''
  • *

    It is convenient to use the triple single quote(''') syntax as * it allows strings to cross line boundaries, and allows - * special characters such as single or double quotes without + * special characters such as siepochNumngle or double quotes without * escaping. *

    There is no need to make this call if the compileDef was provided * in the DefineModel(...) call. @@ -209,7 +243,8 @@ EXPORT GNNI := MODULE SELF.id :=1, SELF.typ := kStrType.compile, SELF.text := compileStr), LOCAL); - kstatus := ASSERT(Keras.CompileMod(mdefRepl, model), LENGTH(text) = 0, 'CompileMod Exception: ' + text, FAIL); + kModelId := model DIV kerasIdFactor; + kstatus := ASSERT(Keras.CompileMod(mdefRepl, model, kModelId), LENGTH(text) = 0, 'CompileMod Exception: ' + text, FAIL); status := reduceResults(kstatus); RETURN getToken(model); END; @@ -234,8 +269,9 @@ EXPORT GNNI := MODULE // Get the weights from a single node. Note that weights should // be the same on all nodes since they are automatically // synchronized between nodes. + kModelId := model DIV kerasIdFactor; dummy := DATASET(1, TRANSFORM(kString, SELF.id := 1, SELF.typ := kStrType.None, SELF.text := ''), LOCAL); - weights := Keras.GetWeights(dummy, model); + weights := Keras.GetWeights(dummy, model, kModelId); RETURN weights(nodeId=0); END; @@ -254,7 +290,8 @@ EXPORT GNNI := MODULE * @return A new model token to be used in subsequent calls. */ EXPORT UNSIGNED4 SetWeights(UNSIGNED4 model, DATASET(t_Tensor) weights) := FUNCTION - kstatus := ASSERT(Keras.SetWeights(weights, model), LENGTH(text) = 0, 'SetWeights Exception: ' + text, FAIL); + kModelId := model DIV kerasIdFactor; + kstatus := ASSERT(Keras.SetWeights(weights, model, kModelId), LENGTH(text) = 0, 'SetWeights Exception: ' + text, FAIL); status := reduceResults(kstatus); mod := IF(LENGTH(status) = 0, getToken(model), 0); RETURN mod; @@ -266,8 +303,9 @@ EXPORT GNNI := MODULE * @return The average loss. */ EXPORT REAL GetLoss(UNSIGNED4 model) := FUNCTION + kModelId := model DIV kerasIdFactor; dummy := DATASET(1, TRANSFORM(kString, SELF.id := 1, SELF.typ := kStrType.None, SELF.text := ''), LOCAL); - trainLosses := Keras.GetLoss(dummy, model); + trainLosses := Keras.GetLoss(dummy, model, kModelId); // Each node provides the average loss across samples in the epoch. // We return the average of those averages. trainLoss := AVE(trainLosses, loss); @@ -333,6 +371,7 @@ EXPORT GNNI := MODULE DATASET(t_Tensor) y, UNSIGNED4 batchSize = 100, UNSIGNED4 numEpochs = 1) := FUNCTION + kModelId := model DIV kerasIdFactor; // Get the initial weights to use initWts0 := GetWeights(model); // We get the weights from the first node and then copy them to all nodes @@ -351,7 +390,7 @@ EXPORT GNNI := MODULE batchPos := (batchNum-1) * batchSize + 1; xBatch := int.TensExtract(xAl, batchPos, batchSize); yBatch := int.TensExtract(yAl, batchPos, batchSize); - wtChanges0 := IF(EXISTS(yBatch), Keras.FitBatch(wts2, xBatch, yBatch, model, epochNum), DATASET([], t_Tensor)); + wtChanges0 := IF(EXISTS(yBatch), Keras.FitBatch(wts2, xBatch, yBatch, obscure(model), epochNum, kModelId), DATASET([], t_Tensor)); // Move all the changes for a given wi and slice to the same node. Each // node has a set of wi/sliceIds to roll up. Note that the original // weights are already replicated to all nodes. @@ -359,20 +398,22 @@ EXPORT GNNI := MODULE // Sum up the original weights (de-replicated) and all changes for each wi and slice newWts := rollUpdates(wts2((wi + sliceId) % nNodes = nodeId), wtChanges); // Note: newWts have been replicated to all nodes by rollUpdates. - // We use epochNum + batchNum to generate a unique model token for - // use with GetLoss. This ensures proper sequencing of the - // operation. - batchLoss := IF(EXISTS(newWts), GetLoss(model + epochNum + batchNum), 1.0); - logProgress2 := Syslog.addWorkunitInformation('Training Status (2): Epoch = ' + epochNum + ', Batch = ' + batchNum + ', Loss = ' + batchLoss); + // We use obscure to prevent the ECL compiler from treating GetLoss as a + // constant + batchLoss := IF(EXISTS(newWts), GetLoss(model + (batchesPerEpoch * (epochNum-1)) + batchNum), 1.0); + logProgress2 := Syslog.addWorkunitInformation('Training Status (2): ModelId = ' + + kModelId + ', Epoch = ' + epochNum + ', Batch = ' + batchNum + ', Loss = ' + batchLoss); RETURN newWts; END; epochWts := LOOP(wts1, batchesPerEpoch, doBatch(ROWS(LEFT), COUNTER)); - epochLoss := IF(EXISTS(epochWts), GetLoss(model + epochNum), 1.0); - logProgress := Syslog.addWorkunitInformation('Training Status: Epoch = ' + epochNum + ', Loss = ' + epochLoss); + epochLoss := IF(EXISTS(epochWts), GetLoss(model + (batchesPerEpoch * (epochNum-1))), 1.0); + //epochLoss := IF(EXISTS(epochWts), GetLoss(obscure(model)), 1.0); + logProgress := Syslog.addWorkunitInformation('Training Status: ModelId = ' + + kModelId + ', Epoch = ' + epochNum + ', Loss = ' + epochLoss); RETURN WHEN(epochWts, logProgress); END; finalWts := LOOP(initWts, numEpochs, doEpoch(ROWS(LEFT), COUNTER)); - RETURN IF(EXISTS(finalWts), getToken(model), 0); + RETURN IF(EXISTS(finalWts), getToken(model + numEpochs * numEpochs), 0); END; // Fit /** * Determine the loss and other metrics in order to evaluate @@ -396,12 +437,13 @@ EXPORT GNNI := MODULE EXPORT DATASET(Types.metrics) EvaluateMod(UNSIGNED4 model, DATASET(t_Tensor) x, DATASET(t_Tensor) y) := FUNCTION + kModelId := model DIV kerasIdFactor; // Align the X and Y tensors so that we will get the corresponding records on the same nodes y1 := PROJECT(y, TRANSFORM(RECORDOF(LEFT), SELF.wi := 2, SELF := LEFT), LOCAL); aligned := Tensor.R4.AlignTensorPair(x + y1); xAl := aligned(wi = 1); yAl := PROJECT(aligned(wi = 2), TRANSFORM(RECORDOF(LEFT), SELF.wi := 1, SELF := LEFT), LOCAL); - m0 := Keras.Evaluate(xAl, yAl, model); + m0 := Keras.Evaluate(xAl, yAl, model, kModelId); m1 := DISTRIBUTE(m0, metricId); m2 := TABLE(m1, {metricId, metricName, avgVal := AVE(GROUP, value)}, @@ -427,7 +469,8 @@ EXPORT GNNI := MODULE * tensor. */ EXPORT DATASET(t_Tensor) Predict(UNSIGNED4 model, DATASET(t_Tensor) x) := FUNCTION - pred := Keras.Predict(x, model); + kModelId := model DIV kerasIdFactor; + pred := Keras.Predict(x, model, kModelId); return pred; END; /** diff --git a/Internal/Keras.ecl b/Internal/Keras.ecl index 0f68205..86194f5 100644 --- a/Internal/Keras.ecl +++ b/Internal/Keras.ecl @@ -23,6 +23,9 @@ node := Thorlib.node(); *

    The Init(...) function initializes the global environment and defines * a frequently used set of functions so that they don't need to be replicated * and created on each individual embed. + *

    Note that most functions receive a "seqId" parameter that is ignored by + * the function. This is used to control the order of execution of ECL statements + * that call these functions. */ EXPORT Keras := MODULE SHARED globalScope := 'keras_' + node + '.ecl'; @@ -49,14 +52,17 @@ EXPORT Keras := MODULE nodeId, nNodes, maxSliceLen = rec # Should only be one record # Initialize global variables global modcache - global tfHistory - tfHistory = None + modcache = {} + global nextModId + nextModId = 0 + # The following 3 variables are for record keeping on each model. + # They are stored as a dictionary keyed by the model id. global currEpoch - currEpoch = 0 + currEpoch = {} global batchCount - batchCount = 0 + batchCount = {} global cumLoss - cumLoss = 0 + cumLoss = {} global kStrTypeDict # kStrTypeDict needs to be kept in sync with Internal/Types.kStrType # The kString type is used for several different purposes, and the type @@ -69,7 +75,6 @@ EXPORT Keras := MODULE dTypeDictR = {'float32':1, 'float64':2, 'int32':3, 'int64':4} # Store the element size for each tensor data type. dTypeSizeDict = {1:4, 2:8, 3:4, 4:8} - modcache = {} # Define some common functions global format_exc # format_exc is used to format an exception as a string so that we @@ -212,15 +217,15 @@ EXPORT Keras := MODULE # Only define the globals once, no matter how many times Init gets called. # Use the model cache (modcache) as a flag to determine if we've already # initialized. + #try: + # mc = modcache + #except: + # modcache doesn't exist. Do the initialization. try: - mc = modcache + initGlobals() except: - # modcache doesn't exist. Do the initialization. - try: - initGlobals() - except: - # We had an exception. Format and return it. - return [(nodeId, 1,4,tb.format_exc('Init'))] + # We had an exception. Format and return it. + return [(nodeId, 1,4,tb.format_exc('Init'))] # Success. Return blank status. return [(nodeId, 1, kStrTypeDict['status'], '')] ENDEMBED; // Init() @@ -230,12 +235,13 @@ EXPORT Keras := MODULE * the kString record contains an error message. * DefineModel gets called on each node of the cluster. */ - EXPORT STREAMED DATASET(kString) DefineModel(STREAMED DATASET(kString) mdef, UNSIGNED4 sess) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) + EXPORT STREAMED DATASET(kString) DefineModel(STREAMED DATASET(kString) mdef, UNSIGNED4 seqId) + := EMBED(Python: globalscope(globalScope), persist('query'), activity) import traceback as tb import tensorflow as tf from tensorflow.keras import layers global tfSession + global nextModId try: # Restore the keras / tensorflow context. It sometimes gets lost between calls, # so we explicitly restore it before each call that uses it. @@ -256,13 +262,15 @@ EXPORT Keras := MODULE # compile string should be supplied. elif rectype == kStrTypeDict['compile']: exec('mod.' + rec[3]) - modcache['default'] = mod - # For some reason we need to do a get_weights / set_weights here, or set_weights - # fails later??? - w = mod.get_weights() - mod.set_weights(w) + modId = nextModId + nextModId += 1 + modcache[modId] = mod + # For some reason we need to do a get_weights / set_weights here, or set_weights + # fails later??? + w = mod.get_weights() + mod.set_weights(w) # We succeeded. Return a blank status to indicate success. - return [(nodeId, 1, kStrTypeDict['status'], '')] + return [(nodeId, modId, kStrTypeDict['status'], '')] except: # We had an error. Format the exception and return it in the kString return [(nodeId, 1, kStrTypeDict['status'], format_exc('DefineMod'))] @@ -271,10 +279,11 @@ EXPORT Keras := MODULE * Return a JSON string representing the layers of the model. Does not return any * compile information or trained weights. */ - EXPORT STREAMED DATASET(kString) ToJSON(STREAMED DATASET(kString) dummy, UNSIGNED4 model) := + EXPORT STREAMED DATASET(kString) ToJSON(STREAMED DATASET(kString) dummy, UNSIGNED4 seqId, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) try: - mod = modcache['default'] + mod = modcache[modelid] # Succeeded. Return a blank status. return [(nodeId, 1, kStrTypeDict['status'], mod.to_json())] except: @@ -284,9 +293,10 @@ EXPORT Keras := MODULE /** * Construct a Keras model from the JSON string passed in. */ - EXPORT STREAMED DATASET(kString) FromJSON(STREAMED DATASET(kString) ksjson, UNSIGNED4 session) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) + EXPORT STREAMED DATASET(kString) FromJSON(STREAMED DATASET(kString) ksjson, UNSIGNED4 seqId) + := EMBED(Python: globalscope(globalScope), persist('query'), activity) import tensorflow as tf + global nextModId # Should be only one record on each node try: json = 'EMPTY' @@ -294,21 +304,23 @@ EXPORT Keras := MODULE # Should only be one json kString record. json = rec[2] mod = tf.keras.models.model_from_json(json) - modcache['default'] = mod + modId = nextModId + nextModId += 1 + modcache[modId] = mod except: # Error. Return an exception string. return [(nodeId, 1, kStrTypeDict['status'], format_exc('FromJSON'))] # Success. Return an empty string. - return [(nodeId, 1, kStrTypeDict['status'], '')] + return [(nodeId, modId, kStrTypeDict['status'], '')] ENDEMBED; /** * Compile a previously defined model. */ - EXPORT STREAMED DATASET(kString) CompileMod(STREAMED DATASET(kString) compilestr, UNSIGNED4 model) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) + EXPORT STREAMED DATASET(kString) CompileMod(STREAMED DATASET(kString) compilestr, UNSIGNED4 seqId, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import tensorflow as tf tf.keras.backend.set_session(tfSession) - mod = modcache['default'] + mod = modcache[modelid] # Should only have one compilestr record per node try: cstr = 'EMPTY' @@ -324,13 +336,13 @@ EXPORT Keras := MODULE * Weights are returned as a Tensor List. */ EXPORT STREAMED DATASET(t_Tensor) GetWeights( - STREAMED DATASET(kString) dummy, UNSIGNED4 model) := + STREAMED DATASET(kString) dummy, UNSIGNED4 seqId, UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import tensorflow as tf # Restore the Keras / TF context. tf.keras.backend.set_session(tfSession) try: - mod = modcache['default'] + mod = modcache[modelid] w = mod.get_weights() return NpList2Tens(w) except: @@ -341,15 +353,15 @@ EXPORT Keras := MODULE * Set the weights into the Keras / TF model. The weights are sent as * a Tensor List (Tensor dataset), one Tensor per layer. */ - EXPORT STREAMED DATASET(kString) SetWeights(STREAMED DATASET(t_Tensor) tens, UNSIGNED4 model) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) + EXPORT STREAMED DATASET(kString) SetWeights(STREAMED DATASET(t_Tensor) tens, UNSIGNED4 seqId, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import tensorflow as tf import traceback as tb # Restore the Keras / TF context. tf.keras.backend.set_session(tfSession) try: w = Tens2NpList(tens) - mod = modcache['default'] + mod = modcache[modelid] #w2 = mod.get_weights() #mod.set_weights(w) outStr = '' @@ -369,8 +381,9 @@ EXPORT Keras := MODULE STREAMED DATASET(t_Tensor) weights, STREAMED DATASET(t_Tensor) x, STREAMED DATASET(t_Tensor) y, - UNSIGNED4 model, - UNSIGNED4 epoch) := + UNSIGNED4 seqId, + UNSIGNED4 epoch, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import traceback as tb import tensorflow as tf @@ -378,16 +391,16 @@ EXPORT Keras := MODULE global currEpoch, batchCount, cumLoss try: # Accumulate the loss for each epoch. - if epoch != currEpoch: - batchCount = 0 - cumLoss = 0.0 - currEpoch = epoch + if epoch != currEpoch.get(modelid, 0): + batchCount[modelid] = 0 + cumLoss[modelid] = 0.0 + currEpoch[modelid] = epoch # Process this batch. - batchCount += 1 + batchCount[modelid] += 1 wA_changes = [] # Restore Keras / TF context tf.keras.backend.set_session(tfSession) - mod = modcache['default'] + mod = modcache[modelid] # Convert the incoming weights to a list of numpy arrays wA = Tens2NpList(weights) # Convert the X tensor to a numpy array @@ -403,14 +416,13 @@ EXPORT Keras := MODULE # More Keras TF context restoration with tfSession.as_default(): with tfSession.graph.as_default(): - global tfHistory # Set the starting weights mod.set_weights(wA) # Run one batch to fit the model tfHistory = mod.fit(xA, yA, epochs=epoch, batch_size=32, initial_epoch=epoch-1, shuffle=False, steps_per_epoch = 1) # Update the cumulative (epoch) loss currLoss = tfHistory.history['loss'][-1] - cumLoss += currLoss + cumLoss[modelid] += currLoss # Get the new weights from Keras model. wA_out = mod.get_weights() # For each layer, subtract the new weights from the starting weights to compute @@ -430,10 +442,16 @@ EXPORT Keras := MODULE /** * Get the current epoch's accumulated average loss up to this point. */ - EXPORT STREAMED DATASET(losses) GetLoss(STREAMED DATASET(kString) dummy, UNSIGNED4 model):= + EXPORT STREAMED DATASET(losses) GetLoss(STREAMED DATASET(kString) dummy, UNSIGNED4 seqId, + UNSIGNED modelid = 0):= EMBED(Python: globalscope(globalScope), persist('query'), activity) - assert batchCount > 0, 'Keras.GetLoss: batchCount = 0' + ', currEpoch = ' + str(currEpoch) - loss = cumLoss / batchCount + global batchCount, cumLoss + try: + assert batchCount[modelid] > 0, 'Keras.GetLoss: batchCount = 0' + ', currEpoch = ' + str(currEpoch[modelid]) + loss = cumLoss[modelid] / batchCount[modelid] + except: + assert False, format_exc('GetLoss -- modelId = ' + str(modelid) + ', batchCount = ' + str(batchCount)) + return [(0.0,)] return [(loss,)] ENDEMBED; /** @@ -444,9 +462,10 @@ EXPORT Keras := MODULE EXPORT STREAMED DATASET(metrics) Evaluate( STREAMED DATASET(t_Tensor) x, STREAMED DATASET(t_Tensor) y, - UNSIGNED4 model) := + UNSIGNED4 seqId, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) - mod = modcache['default'] + mod = modcache[modelid] # Convert x data to a numpy array xA = Tens2NpList(x) # Convert y data to a numpy array @@ -471,11 +490,11 @@ EXPORT Keras := MODULE */ EXPORT STREAMED DATASET(t_Tensor) Predict( STREAMED DATASET(t_Tensor) xDat, - UNSIGNED4 model) := + UNSIGNED4 seqId, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import numpy as np import traceback as tb - mod = modcache['default'] try: def predGen(): # We need to process the data one slice at a time, so that we can emit @@ -505,6 +524,7 @@ EXPORT Keras := MODULE # Yield the output slice. yield y return + mod = modcache[modelid] return predGen() except: # An error occurred during Predict. @@ -522,12 +542,11 @@ EXPORT Keras := MODULE */ EXPORT STREAMED DATASET(kString) Shutdown( STREAMED DATASET(kString) temp, - UNSIGNED4 model) := + UNSIGNED4 seqId) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import traceback as tb global nodeId, nNodes, maxSliceLen global modcache - global tfHistory global currEpoch global batchCount global cumLoss @@ -540,7 +559,6 @@ EXPORT Keras := MODULE nodeId = None nNodes = None maxSliceLen = None - tfHistory = None currEpoch = None batchCount = None cumLoss = None @@ -556,7 +574,6 @@ EXPORT Keras := MODULE del(nodeId) del(nNodes) del(maxSliceLen) - del(tfHistory) del(currEpoch) del(batchCount) del(cumLoss) diff --git a/Test/MultiModel.ecl b/Test/MultiModel.ecl new file mode 100644 index 0000000..fd3fcd1 --- /dev/null +++ b/Test/MultiModel.ecl @@ -0,0 +1,316 @@ +/*############################################################################## +## HPCC SYSTEMS software Copyright (C) 2019 HPCC Systems. All rights reserved. +############################################################################## */ +/** + * Multiple Model Test + * Tests the use of multiple Keras models at the same time. + * This is a simplified combination of ClassicTest.ecl (Regression) + * and ClassificationTest.ecl (Classification). + * This test uses synthetic data generated internally. + * It shows how GNN can be used to produce and consume multiple + * models in the same work-unit. + */ +IMPORT Python3 AS Python; +IMPORT $.^ AS GNN; +IMPORT GNN.Tensor; +IMPORT GNN.Internal.Types AS iTypes; +IMPORT GNN.Types; +IMPORT GNN.GNNI; +IMPORT GNN.Internal AS Int; +IMPORT Std.System.Thorlib; +IMPORT ML_Core AS mlc; + +NumericField := mlc.Types.NumericField; +t_Tensor := Tensor.R4.t_Tensor; +TensData := Tensor.R4.TensData; + +RAND_MAX := POWER(2,32) -1; + +// Test parameters +trainCount := 1000; +testCount := 1000; +featureCount := 5; +numEpochs := 10; +batchSize := 128; +// END Test parameters + +// Prepare training data. +// We use 5 inputs (X) and a single output (Y) +trainRecR := RECORD + UNSIGNED8 id; + SET OF REAL x; + REAL4 y; +END; + +// The target function maps a set of X features into a Y value, which is a polynomial function of X. +REAL4 targetFuncR(REAL4 x1, REAL4 x2, REAL4 x3, REAL4 x4, REAL4 x5) := FUNCTION + rslt := .5 * POWER(x1, 4) - .4 * POWER(x2, 3) + .3 * POWER(x3,2) - .2 * x4 + .1 * x5; + RETURN rslt; +END; + +// Build the training data. Pick random data for X values, and use a polynomial +// function of X to compute Y. +trainR0 := DATASET(trainCount, TRANSFORM(trainRecR, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5], + SELF.y := 0) + ); +// Be sure to compute Y in a second step. Otherwise, the RANDOM() will be executed twice and the Y will be based +// on different values than those assigned to X. This is an ECL quirk that is not easy to fix. +trainR := PROJECT(trainR0, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncR(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); +OUTPUT(trainR, NAMED('trainDataR')); + +// Build the test data. Same process as the training data. +testR0 := DATASET(testCount, TRANSFORM(trainRecR, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5], + SELF.y := 0) + ); + +testR := PROJECT(testR0, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncR(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); + +// Break the training and test data into X (independent) and Y (dependent) data sets. Format as Tensor Data. +trainRX0 := NORMALIZE(trainR, featureCount, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.x[COUNTER])); +trainRY0 := NORMALIZE(trainR, 1, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.y)); + +// Form a Tensor from the tensor data. This packs the data into 'slices' that can contain dense +// or sparse portions of the Tensor. If the tensor is small, it will fit into a single slice. +// Huge tensors may require many slices. The slices also contain tensor metadata such as the shape. +// For record oriented data, the first component of the shape should be 0, indicating that it is an +// arbitrary length set of records. +trainRX := Tensor.R4.MakeTensor([0, featureCount], trainRX0); +trainRY:= Tensor.R4.MakeTensor([0, 1], trainRY0); + +OUTPUT(trainRX, NAMED('X1')); +OUTPUT(trainRY, NAMED('y1')); + +testRX0 := NORMALIZE(testR, featureCount, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.x[COUNTER])); +testRY0 := NORMALIZE(testR, 1, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.y)); +testRX := Tensor.R4.MakeTensor([0, featureCount], testRX0); +testRY:= Tensor.R4.MakeTensor([0, 1], testRY0); + + +// ldef provides the set of Keras layers that form the neural network. These are +// provided as strings representing the Python layer definitions as would be provided +// to Keras. Note that the symbol 'tf' is available for use (import tensorflow as tf), +// as is the symbol 'layers' (from tensorflow.keras import layers). +// Recall that in Keras, the input_shape must be present in the first layer. +// Note that this shape is the shape of a single observation. +ldefR := ['''layers.Dense(256, activation='tanh', input_shape=(5,))''', + '''layers.Dense(256, activation='relu')''', + '''layers.Dense(1, activation=None)''']; + +// compileDef defines the compile line to use for compiling the defined model. +// Note that 'model.' is implied, and should not be included in the compile line. +compileDefR := '''compile(optimizer=tf.keras.optimizers.SGD(.05), + loss=tf.keras.losses.mean_squared_error, + metrics=[tf.keras.metrics.mean_squared_error]) + '''; + +// Note that the order of the GNNI functions is maintained by passing tokens returned from +// one call into the next call that is dependent on it. +// For example, s is returned from GetSession(). It is used as the input to +// DefineModels(...) so +// that DefineModels() cannot execute until GetSession() has completed. +// Likewise, mod, the output from GetSession() is provided as input to Fit(). Fit in turn +// returns a token that is used by GetLoss(), EvaluateMod(), and Predict(), +// which are only dependent on Fit() having completed, and are not order +// dependent on one another. + +// GetSession must be called before any other functions +s := GNNI.GetSession(); +// DefineModel is dependent on the Session +// ldef contains the Python definition for each Keras layer +// compileDef contains the Keras compile statement. +modR := GNNI.DefineModel(s, ldefR, compileDefR); +OUTPUT(modR, NAMED('modR')); +// GetWeights returns the initialized weights that have been synchronized across all nodes. +wtsR := GNNI.GetWeights(modR); + +OUTPUT(wtsR, NAMED('InitWeightsR')); + +// Fit trains the models, given training X and Y data. BatchSize is not the Keras batchSize, +// but defines how many records are processed on each node before synchronizing the weights +modR2 := GNNI.Fit(modR, trainRX, trainRY, batchSize := batchSize, numEpochs := numEpochs); + +OUTPUT(modR2, NAMED('modR2')); + +// GetLoss returns the average loss for the final training epoch +lossesR := GNNI.GetLoss(modR2); + +// EvaluateMod computes the loss, as well as any other metrics that were defined in the Keras +// compile line. +metricsR := GNNI.EvaluateMod(modR2, testRX, testRY); + +OUTPUT(metricsR, NAMED('metricsR')); + +// Predict computes the neural network output given a set of inputs. +predsR := GNNI.Predict(modR2, testRX); + +// Note that the Tensor is a packed structure of Tensor slices. GetData() +// extracts the data into a sparse cell-based form -- each record represents +// one Tensor cell. See Tensor.R4.TensData. +testRYDat := Tensor.R4.GetData(testRY); +predDatR := Tensor.R4.GetData(predsR); + +OUTPUT(SORT(testRYDat, indexes), ALL, NAMED('testDatR')); +OUTPUT(predsR, NAMED('predictionsR')); +OUTPUT(SORT(predDatR, indexes), ALL, NAMED('predDatR')); + +//********************************************************************************** +// Classification Model +//********************************************************************************** +// Prepare training data. +// We use 5 inputs (X) and a one hot encoded output (Y) with 3 classes +// (i.e. 3 outputs). +trainRecC := RECORD + UNSIGNED8 id; + SET OF REAL4 x; + SET OF REAL4 y; +END; + +// The target function maps a set of X features into a Y value, +// which is a threshold on a polynomial function of X. +// Note that we are effectively doing a One Hot encoding here, since we +// return a set of Y values, one for each class, with only one value +// being one and the rest zero. +// If we were working with tensors here, we could have used a class +// label and then called Utils.ToOneHot to encode it. +SET OF REAL4 targetFuncC(REAL4 x1, REAL4 x2, REAL4 x3, REAL4 x4, REAL4 x5) := FUNCTION + rslt0 := TANH(.5 * POWER(x1, 4) - .4 * POWER(x2, 3) + .3 * POWER(x3,2) - .2 * x4 + .1 * x5); + rslt := MAP(rslt0 > -.25 => [1,0,0], rslt0 < .25 => [0,1,0], [0,0,1]); + RETURN rslt; +END; + +// Build the training data +trainC0 := DATASET(trainCount, TRANSFORM(trainRecC, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5], + SELF.y := []) + ); +// Be sure to compute Y in a second step. Otherewise, the RANDOM() will be executed twice and the Y will be based +// on different values than those assigned to X. This is an ECL quirk that is not easy to fix. +trainC := PROJECT(trainC0, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncC(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); +OUTPUT(trainC, NAMED('trainData')); + +// Build the test data. Same process as the training data. +testC0 := DATASET(testCount, TRANSFORM(trainRecC, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5], + SELF.y := []) + ); + +testC := PROJECT(testC0, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncC(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); + +// Break the training and test data into X (independent) and Y (dependent) data sets. +// Format as NumericField data. +trainCX := NORMALIZE(trainC, featureCount, TRANSFORM(NumericField, + SELF.wi := 1, + SELF.id := LEFT.id, + SELF.number := COUNTER, + SELF.value := LEFT.x[COUNTER])); +trainCY := NORMALIZE(trainC, 3, TRANSFORM(NumericField, + SELF.wi := 1, + SELF.id := LEFT.id, + SELF.number := COUNTER, + SELF.value := LEFT.y[COUNTER])); + +OUTPUT(trainCX, NAMED('TrainCX')); +OUTPUT(trainCY, NAMED('TrainCY')); + +testCX := NORMALIZE(testC, featureCount, TRANSFORM(NumericField, + SELF.wi := 1, + SELF.id := LEFT.id, + SELF.number := COUNTER, + SELF.value := LEFT.x[COUNTER])); +testCY := NORMALIZE(testC, 3, TRANSFORM(NumericField, + SELF.wi := 1, + SELF.id := LEFT.id, + SELF.number := COUNTER, + SELF.value := LEFT.y[COUNTER])); + + +// ldef provides the set of Keras layers that form the neural network. These are +// provided as strings representing the Python layer definitions as would be provided +// to Keras. Note that the symbol 'tf' is available for use (import tensorflow as tf), as is +// the symbol 'layers' (from tensorflow.keras import layers). +ldefC := ['''layers.Dense(16, activation='tanh', input_shape=(5,))''', + '''layers.Dense(16, activation='relu')''', + '''layers.Dense(3, activation='softmax')''']; + +// compileDef defines the compile line to use for compiling the defined model. +// Note that 'model.' is implied, and should not be included in the compile line. +compileDefC := '''compile(optimizer=tf.keras.optimizers.SGD(.05), + loss=tf.keras.losses.mean_squared_error, + metrics=[tf.keras.metrics.mean_squared_error]) + '''; + +// Note that the order of the GNNI functions is maintained by passing tokens returned from one call +// into the next call that is dependent on it. +// For example, s is returned from GetSession(). It is used as the input to DefineModels(...) so +// that DefineModels() cannot execute until GetSession() has completed. +// Likewise, mod, the output from GetSession() is provided as input to Fit(). Fit in turn returns +// a token that is used by GetLoss(), EvaluateMod(), and Predict(), which are only dependent on Fit() +// having completed, and are not order dependent on one another. + +// Use the same session ID as the Regression Network +// Define model is dependent on the Session +// ldef contains the Python definition for each Keras layer +// compileDef contains the Keras compile statement. +modC := GNNI.DefineModel(s, ldefC, compileDefC); +OUTPUT(modC, NAMED('ModC')); +// GetWeights returns the initialized weights that have been synchronized across all nodes. +wtsC := GNNI.GetWeights(modC); + +OUTPUT(wtsC, NAMED('InitWeightsC')); + +// Fit trains the models, given training X and Y data. BatchSize is not the Keras batchSize, +// but defines how many records are processed on each node before synchronizing the weights +// Note that we use the NF form of Fit since we are using NumericField for I / o. +modC2 := GNNI.FitNF(modC, trainCX, trainCY, batchSize := batchSize, numEpochs := numEpochs); + +OUTPUT(modC2, NAMED('modC2')); + +// GetLoss returns the average loss for the final training epoch +lossesC := GNNI.GetLoss(modC2); + +// EvaluateNF computes the loss, as well as any other metrics that were defined in the Keras +// compile line. This is the NumericField form of EvaluateMod. +metricsC := GNNI.EvaluateNF(modC2, testCX, testCY); + +OUTPUT(metricsC, NAMED('metricsC')); + +// PredictNF computes the neural network output given a set of inputs. +// This is the NumericField form of Predict. Note that these predictions are +// effectively the probabilities for each class (as output from softmax in the +// final NN layer). If we had used Tensors rather than NumericField, we +// could convert to a class label by using Utils.FromOneHot, or +// Utils.Probabilities2Class. +predsC := GNNI.PredictNF(modC2, testCX); + +OUTPUT(testCY, ALL, NAMED('testDatC')); +OUTPUT(predsC, NAMED('predictionsC')); From b51463699aa8dd3a417c7a491f4242fe0fc78774 Mon Sep 17 00:00:00 2001 From: Roger Dev Date: Fri, 21 Feb 2020 13:33:13 -0700 Subject: [PATCH 2/9] ML-454 GNN Version 1.1 - Support multiple models in work unit - Support complex models via Keras Functional API - Support multiple inputs and outputs for a model - Optimize MakeTensor(...) Signed-off-by: Roger Dev --- Bundle.ecl | 2 +- GNNI.ecl | 103 +++++++++-- Internal/Keras.ecl | 333 ++++++++++++++++++++++++++---------- Internal/TensExtract.ecl | 278 ++++++++++++++++-------------- README.md | 16 +- Tensor.ecl | 91 ++++++++-- Test/ClassicTest.ecl | 4 +- Test/ClassificationTest.ecl | 22 +-- Test/ExtractTest.ecl | 21 ++- Test/FuncModelTest.ecl | 315 ++++++++++++++++++++++++++++++++++ Test/TensorAlignTest.ecl | 45 +++++ Types.ecl | 9 + 12 files changed, 967 insertions(+), 272 deletions(-) create mode 100644 Test/FuncModelTest.ecl create mode 100644 Test/TensorAlignTest.ecl diff --git a/Bundle.ecl b/Bundle.ecl index b8f96ee..9eb2d7d 100644 --- a/Bundle.ecl +++ b/Bundle.ecl @@ -9,6 +9,6 @@ EXPORT Bundle := MODULE(Std.BundleBase) EXPORT License := 'See LICENSE.TXT'; EXPORT Copyright := 'Copyright (C) 2020 HPCC Systems®'; EXPORT DependsOn := ['ML_Core']; - EXPORT Version := '1.0.1'; + EXPORT Version := '1.1'; EXPORT PlatformVersion := '7.4.0'; END; diff --git a/GNNI.ecl b/GNNI.ecl index 6e41ee2..11dcf4b 100644 --- a/GNNI.ecl +++ b/GNNI.ecl @@ -19,12 +19,19 @@ t_Tensor := Tensor.R4.t_Tensor; TensData := Tensor.R4.TensData; nNodes := Thorlib.nodes(); nodeId := Thorlib.node(); +FuncLayerDef := GNN.Types.FuncLayerDef; /** * Generalized Neural Network Interface * - *

    Provides a generalized ECL interface to Keras over Tensorflow. It currently only supports - * the Keras Sequential Model. - *

    THEORY OF OPERATION

    + *

    Provides a generalized ECL interface to Keras over Tensorflow. It supports the Keras Functional + * API as well as the Sequential API. + *

    The Functional style allows models to be defined as a Directed Acyclic Graph (DAG), allowing branching + * and merging among the layers. It is required for models that have multiple inputs or outputs. + * For an annotated example using the Functional model with multiple inputs and outputs, see + * Test/FuncModelTest.ecl + *

    The Sequential stle is a bit simpler, but requires a strict sequence of layers, each one feeding + * into the next. For an annotated example using the Sequential model, see Test/ClassicTest.ecl + *

    THEORY OF OPERATION *

    A Keras / TF model is built on each HPCC node and training data is distributed among the nodes. * Distributed Synchronous Batch Gradient Descent is performed across nodes, synchronizing weights * periodically based on the 'batchSize' parameter. Each function performs its work in a @@ -33,8 +40,11 @@ nodeId := Thorlib.node(); *

    The flow of a program using this interface is as follows:

    *

    It is convenient to use the triple single quote(''') syntax as * it allows strings to cross line boundaries, and allows - * special characters such as single or double quotes without + * special characters such as siepochNumngle or double quotes without * escaping. *

    There is no need to make this call if the compileDef was provided * in the DefineModel(...) call. @@ -209,7 +297,8 @@ EXPORT GNNI := MODULE SELF.id :=1, SELF.typ := kStrType.compile, SELF.text := compileStr), LOCAL); - kstatus := ASSERT(Keras.CompileMod(mdefRepl, model), LENGTH(text) = 0, 'CompileMod Exception: ' + text, FAIL); + kModelId := model DIV kerasIdFactor; + kstatus := ASSERT(Keras.CompileMod(mdefRepl, model, kModelId), LENGTH(text) = 0, 'CompileMod Exception: ' + text, FAIL); status := reduceResults(kstatus); RETURN getToken(model); END; @@ -234,8 +323,9 @@ EXPORT GNNI := MODULE // Get the weights from a single node. Note that weights should // be the same on all nodes since they are automatically // synchronized between nodes. + kModelId := model DIV kerasIdFactor; dummy := DATASET(1, TRANSFORM(kString, SELF.id := 1, SELF.typ := kStrType.None, SELF.text := ''), LOCAL); - weights := Keras.GetWeights(dummy, model); + weights := Keras.GetWeights(dummy, model, kModelId); RETURN weights(nodeId=0); END; @@ -254,7 +344,8 @@ EXPORT GNNI := MODULE * @return A new model token to be used in subsequent calls. */ EXPORT UNSIGNED4 SetWeights(UNSIGNED4 model, DATASET(t_Tensor) weights) := FUNCTION - kstatus := ASSERT(Keras.SetWeights(weights, model), LENGTH(text) = 0, 'SetWeights Exception: ' + text, FAIL); + kModelId := model DIV kerasIdFactor; + kstatus := ASSERT(Keras.SetWeights(weights, model, kModelId), LENGTH(text) = 0, 'SetWeights Exception: ' + text, FAIL); status := reduceResults(kstatus); mod := IF(LENGTH(status) = 0, getToken(model), 0); RETURN mod; @@ -266,8 +357,9 @@ EXPORT GNNI := MODULE * @return The average loss. */ EXPORT REAL GetLoss(UNSIGNED4 model) := FUNCTION + kModelId := model DIV kerasIdFactor; dummy := DATASET(1, TRANSFORM(kString, SELF.id := 1, SELF.typ := kStrType.None, SELF.text := ''), LOCAL); - trainLosses := Keras.GetLoss(dummy, model); + trainLosses := Keras.GetLoss(dummy, model, kModelId); // Each node provides the average loss across samples in the epoch. // We return the average of those averages. trainLoss := AVE(trainLosses, loss); @@ -333,16 +425,21 @@ EXPORT GNNI := MODULE DATASET(t_Tensor) y, UNSIGNED4 batchSize = 100, UNSIGNED4 numEpochs = 1) := FUNCTION + kModelId := model DIV kerasIdFactor; // Get the initial weights to use initWts0 := GetWeights(model); // We get the weights from the first node and then copy them to all nodes // so that everybody starts with the same weights initWts := Tensor.R4.Replicate(initWts0); - // Align the X and Y tensors so that we will get the corresponding records on the same nodes - y1 := PROJECT(y, TRANSFORM(RECORDOF(LEFT), SELF.wi := 2, SELF := LEFT), LOCAL); - aligned := Tensor.R4.AlignTensorPair(x + y1); - xAl := aligned(wi = 1); - yAl := PROJECT(aligned(wi = 2), TRANSFORM(RECORDOF(LEFT), SELF.wi := 1, SELF := LEFT), LOCAL); + // Align the X and Y tensor lists so that we will get the corresponding records on the same nodes + // for each input and output tensor. + maxInputWi := MAX(x, wi); + // Change the wi's for outputs (y) so that they are after the input wi's + y1 := PROJECT(y, TRANSFORM(RECORDOF(LEFT), SELF.wi := LEFT.wi + maxInputWi, SELF := LEFT), LOCAL); + aligned := Tensor.R4.AlignTensors(x + y1); + // Now change the Y's wi back to the original numbers + xAl := aligned(wi <= maxInputWi); + yAl := PROJECT(aligned(wi > maxInputWi), TRANSFORM(RECORDOF(LEFT), SELF.wi := LEFT.wi - maxInputWi, SELF := LEFT), LOCAL); totalRecords := Tensor.R4.GetRecordCount(yAl); batchesPerEpoch := ROUNDUP(totalRecords / nNodes / batchSize); DATASET(t_Tensor) doEpoch(DATASET(t_Tensor) wts1, UNSIGNED epochNum) := FUNCTION @@ -351,7 +448,7 @@ EXPORT GNNI := MODULE batchPos := (batchNum-1) * batchSize + 1; xBatch := int.TensExtract(xAl, batchPos, batchSize); yBatch := int.TensExtract(yAl, batchPos, batchSize); - wtChanges0 := IF(EXISTS(yBatch), Keras.FitBatch(wts2, xBatch, yBatch, model, epochNum), DATASET([], t_Tensor)); + wtChanges0 := IF(EXISTS(yBatch), Keras.FitBatch(wts2, xBatch, yBatch, obscure(model), epochNum, kModelId), DATASET([], t_Tensor)); // Move all the changes for a given wi and slice to the same node. Each // node has a set of wi/sliceIds to roll up. Note that the original // weights are already replicated to all nodes. @@ -359,20 +456,22 @@ EXPORT GNNI := MODULE // Sum up the original weights (de-replicated) and all changes for each wi and slice newWts := rollUpdates(wts2((wi + sliceId) % nNodes = nodeId), wtChanges); // Note: newWts have been replicated to all nodes by rollUpdates. - // We use epochNum + batchNum to generate a unique model token for - // use with GetLoss. This ensures proper sequencing of the - // operation. - batchLoss := IF(EXISTS(newWts), GetLoss(model + epochNum + batchNum), 1.0); - logProgress2 := Syslog.addWorkunitInformation('Training Status (2): Epoch = ' + epochNum + ', Batch = ' + batchNum + ', Loss = ' + batchLoss); + // We use obscure to prevent the ECL compiler from treating GetLoss as a + // constant + batchLoss := IF(EXISTS(newWts), GetLoss(model + (batchesPerEpoch * (epochNum-1)) + batchNum), 1.0); + logProgress2 := Syslog.addWorkunitInformation('Training Status (2): ModelId = ' + + kModelId + ', Epoch = ' + epochNum + ', Batch = ' + batchNum + ', Loss = ' + batchLoss); RETURN newWts; END; epochWts := LOOP(wts1, batchesPerEpoch, doBatch(ROWS(LEFT), COUNTER)); - epochLoss := IF(EXISTS(epochWts), GetLoss(model + epochNum), 1.0); - logProgress := Syslog.addWorkunitInformation('Training Status: Epoch = ' + epochNum + ', Loss = ' + epochLoss); + epochLoss := IF(EXISTS(epochWts), GetLoss(model + (batchesPerEpoch * (epochNum-1))), 1.0); + //epochLoss := IF(EXISTS(epochWts), GetLoss(obscure(model)), 1.0); + logProgress := Syslog.addWorkunitInformation('Training Status: ModelId = ' + + kModelId + ', Epoch = ' + epochNum + ', Loss = ' + epochLoss); RETURN WHEN(epochWts, logProgress); END; finalWts := LOOP(initWts, numEpochs, doEpoch(ROWS(LEFT), COUNTER)); - RETURN IF(EXISTS(finalWts), getToken(model), 0); + RETURN IF(EXISTS(finalWts), getToken(model + numEpochs * numEpochs), 0); END; // Fit /** * Determine the loss and other metrics in order to evaluate @@ -396,12 +495,17 @@ EXPORT GNNI := MODULE EXPORT DATASET(Types.metrics) EvaluateMod(UNSIGNED4 model, DATASET(t_Tensor) x, DATASET(t_Tensor) y) := FUNCTION - // Align the X and Y tensors so that we will get the corresponding records on the same nodes - y1 := PROJECT(y, TRANSFORM(RECORDOF(LEFT), SELF.wi := 2, SELF := LEFT), LOCAL); - aligned := Tensor.R4.AlignTensorPair(x + y1); - xAl := aligned(wi = 1); - yAl := PROJECT(aligned(wi = 2), TRANSFORM(RECORDOF(LEFT), SELF.wi := 1, SELF := LEFT), LOCAL); - m0 := Keras.Evaluate(xAl, yAl, model); + kModelId := model DIV kerasIdFactor; + // Align the X and Y tensor lists so that we will get the corresponding records on the same nodes + // for each input and output tensor. + maxInputWi := MAX(x, wi); + // Change the wi's for outputs (y) so that they are after the input wi's + y1 := PROJECT(y, TRANSFORM(RECORDOF(LEFT), SELF.wi := LEFT.wi + maxInputWi, SELF := LEFT), LOCAL); + aligned := Tensor.R4.AlignTensors(x + y1); + // Now change the Y's wi back to the original number + xAl := aligned(wi <= maxInputWi); + yAl := PROJECT(aligned(wi > maxInputWi), TRANSFORM(RECORDOF(LEFT), SELF.wi := LEFT.wi - maxInputWi, SELF := LEFT), LOCAL); + m0 := Keras.Evaluate(xAl, yAl, model, kModelId); m1 := DISTRIBUTE(m0, metricId); m2 := TABLE(m1, {metricId, metricName, avgVal := AVE(GROUP, value)}, @@ -415,7 +519,8 @@ EXPORT GNNI := MODULE * Predict the results using the trained model. *

    The X tensor represents the independent (input) data * for the neural network and the output is returned as - * a tensor. + * a tensor. Input and output will be Tensor Lists if + * there is more than one input or output tensor for the NN. *

    The X tensor * should be a record-oriented tensor, indicated by a first shape * component of zero. It must also be distributed (not replicated) @@ -427,7 +532,12 @@ EXPORT GNNI := MODULE * tensor. */ EXPORT DATASET(t_Tensor) Predict(UNSIGNED4 model, DATASET(t_Tensor) x) := FUNCTION - pred := Keras.Predict(x, model); + kModelId := model DIV kerasIdFactor; + // Align all of the X tensors (in case of multi tensor inputs) + maxInputWi := MAX(x, wi); // The number of tensors in the input + aligned := Tensor.R4.AlignTensors(x); + xAl := IF(maxInputWi > 1, aligned, x); // Only align if multiple tensors in input + pred := Keras.Predict(xAl, model, kModelId); return pred; END; /** diff --git a/Internal/Keras.ecl b/Internal/Keras.ecl index 0f68205..adb416d 100644 --- a/Internal/Keras.ecl +++ b/Internal/Keras.ecl @@ -13,6 +13,7 @@ t_Tensor := Tensor.R4.t_Tensor; kString := iTypes.kString; losses := iTypes.losses; metrics := Types.metrics; +FuncLayerDef := Types.FuncLayerDef; nNodes := Thorlib.nodes(); node := Thorlib.node(); /** @@ -23,6 +24,9 @@ node := Thorlib.node(); *

    The Init(...) function initializes the global environment and defines * a frequently used set of functions so that they don't need to be replicated * and created on each individual embed. + *

    Note that most functions receive a "seqId" parameter that is ignored by + * the function. This is used to control the order of execution of ECL statements + * that call these functions. */ EXPORT Keras := MODULE SHARED globalScope := 'keras_' + node + '.ecl'; @@ -44,40 +48,47 @@ EXPORT Keras := MODULE from tensorflow.keras import layers import numpy as np global nodeId, nNodes, maxSliceLen - # Extract the initialization parameters from initdata + # Initialize global variables + # Extract the initialization parameters from initdata for rec in initdata: nodeId, nNodes, maxSliceLen = rec # Should only be one record - # Initialize global variables + # Model cache indexed by model id. global modcache - global tfHistory - tfHistory = None + modcache = {} + # Session cache indexed by model id. + global sesscache + sesscache = {} + # The next model id to allocate + global nextModId + nextModId = 0 + # The following 3 variables are for record keeping on each model. + # They are stored as a dictionary keyed by the model id. global currEpoch - currEpoch = 0 + currEpoch = {} global batchCount - batchCount = 0 + batchCount = {} global cumLoss - cumLoss = 0 + cumLoss = {} global kStrTypeDict - # kStrTypeDict needs to be kept in sync with Internal/Types.kStrType - # The kString type is used for several different purposes, and the type - # field indicates the meaning of a given string. + # kStrTypeDict needs to be kept in sync with Internal/Types.kStrType + # The kString type is used for several different purposes, and the type + # field indicates the meaning of a given string. kStrTypeDict = {'layer':1, 'compile':2, 'json':3, 'status':4} global dTypeDict, dTypeDictR, DTypeSizeDict - # dTypeDict is used to convey the data type of a tensor. It must be - # kept in sync with the Tensor data types in Tensor.ecl + # dTypeDict is used to convey the data type of a tensor. It must be + # kept in sync with the Tensor data types in Tensor.ecl dTypeDict = {1:np.float32, 2:np.float64, 3:np.int32, 4:np.int64} dTypeDictR = {'float32':1, 'float64':2, 'int32':3, 'int64':4} - # Store the element size for each tensor data type. + # Store the element size for each tensor data type. dTypeSizeDict = {1:4, 2:8, 3:4, 4:8} - modcache = {} # Define some common functions global format_exc # format_exc is used to format an exception as a string so that we # can return it. It indicates where and why an error occurred. def _format_exc(func=''): import traceback as tb - exc = tb.format_exc() - if len(exc) < 10000: + exc = tb.format_exc(limit=2) + if len(exc) < 100000: return func + ': ' + exc else: return func + ': ' + exc[:200] + ' ... ' + exc[-200:] @@ -85,13 +96,19 @@ EXPORT Keras := MODULE # Convert an ECL Tensor dataset into a single numpy ndarray. global Tens2Np - def _Tens2Np(tens): + def _Tens2Np(tens, recordOriented = False): def addData(a, dat, pos, is_fixed_size): if is_fixed_size: a[pos:pos+len(dat)] = dat else: a = np.append(a, dat) return a + def verifyShape(shape): + if recordOriented and shape[0] != 0: + raise Exception('Record Oriented tensors ' + \ + 'as data input to Fit or Predict must have a zero first shape component. Shape = ' + str(shape) + '.') + #assert not recordOriented or (recordOriented and shape[0] == 0), 'Keras.ecl: Tens2Np: Record Oriented tensors ' + \ + # 'as data input to Fit or Predict must have a zero first shape component. Shape = ' + str(shape) + '.' try: a = None tshape = [] @@ -104,6 +121,7 @@ EXPORT Keras := MODULE isFixedSize = False for rec in tens: node, wi, sliceId, shape, dataType, maxSliceSize, sliceSize, densedat, sparsedat = rec + verifyShape(shape) dtype = dTypeDict[dataType] tshape = shape if a is None: @@ -135,6 +153,7 @@ EXPORT Keras := MODULE assert 1 == 0, format_exc('Tens2Np') return None Tens2Np = _Tens2Np + # Convert a numpy ndarray into a Tensor dataset. Yield is used to # return one dataset record at a time. global Np2Tens @@ -145,7 +164,7 @@ EXPORT Keras := MODULE origShape = list(a.shape) flatA = a.reshape(-1) flatSize = flatA.shape[0] - sliceId = 1 + currSlice = 1 indx = 0 datType = dTypeDictR[str(a.dtype)] elemSize = dTypeSizeDict[datType] @@ -165,34 +184,36 @@ EXPORT Keras := MODULE for i in range(len(dat)): if abs(dat[i]) > epsilon: elemCount += 1 - if elemCount > 0 or sliceId == 1: + if elemCount > 0 or currSlice == 1: if elemCount * (elemSize + 4) < len(dat): # Sparse encoding sparse = [] for i in range(len(dat)): if abs(dat[i]) > epsilon: sparse.append((i, dat[i])) - yield (nodeId, wi, sliceId, origShape, datType, maxSliceSize, sliceSize, [], sparse) + yield (nodeId, wi, currSlice, origShape, datType, maxSliceSize, sliceSize, [], sparse) else: # Dense encoding - yield (nodeId, wi, sliceId, origShape, datType, maxSliceSize, sliceSize, dat, []) - sliceId += 1 + yield (nodeId, wi, currSlice, origShape, datType, maxSliceSize, sliceSize, dat, []) + currSlice += 1 indx += sliceSize except: assert 1 == 0, format_exc('NP2Tens') Np2Tens = _Np2Tens global NpList2Tens - # Convert an ECL tensor list dataset into a list of numpy ndarrays. - # The wi field is used to distinguish the tensors in the list. + + # Convert a list of numpy ndarrays into an ECL tensor dataset. Uses wi's to + # distinguish the multiple tensors in the same dataset. def _NpList2Tens(alist): for i in range(len(alist)): for rec in Np2Tens(alist[i], i+1): yield rec NpList2Tens = _NpList2Tens global Tens2NpList - # Convert a list of numpy ndarrays into an ECL tensor dataset. Uses wi's to - # distinguish the multiple tensors in the same dataset. - def _Tens2NpList(tens): + + # Convert an ECL tensor list dataset into a list of numpy ndarrays. + # The wi field is used to distinguish the tensors in the list. + def _Tens2NpList(tens, recordOriented = False): npList = [] slices = [] currWi = 1 @@ -200,27 +221,38 @@ EXPORT Keras := MODULE node = slice[0] wi = slice[1] if wi != currWi: - npList.append(Tens2Np(slices)) + npList.append(Tens2Np(slices, recordOriented=recordOriented)) currWi = wi slices = [] slices.append(slice) if slices: - npList.append(Tens2Np(slices)) + npList.append(Tens2Np(slices, recordOriented=recordOriented)) return npList Tens2NpList = _Tens2NpList # END OF InitGlobals # Only define the globals once, no matter how many times Init gets called. # Use the model cache (modcache) as a flag to determine if we've already # initialized. + import threading + global threadlock + # Make sure we only intialize once. Avoid reentrancy if called on multiple threads. + threadlock = threading.Lock() + threadlock.acquire() try: mc = modcache except: # modcache doesn't exist. Do the initialization. try: + # Initialize globals and define commonly used functions so that + # they don't need to be repeated for each embed. + # Global references to each function are stored in the global namespace. initGlobals() except: # We had an exception. Format and return it. return [(nodeId, 1,4,tb.format_exc('Init'))] + finally: + # Always release the threadlock, success or fail. + threadlock.release() # Success. Return blank status. return [(nodeId, 1, kStrTypeDict['status'], '')] ENDEMBED; // Init() @@ -230,18 +262,29 @@ EXPORT Keras := MODULE * the kString record contains an error message. * DefineModel gets called on each node of the cluster. */ - EXPORT STREAMED DATASET(kString) DefineModel(STREAMED DATASET(kString) mdef, UNSIGNED4 sess) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) + EXPORT STREAMED DATASET(kString) DefineModel(STREAMED DATASET(kString) mdef, UNSIGNED4 seqId) + := EMBED(Python: globalscope(globalScope), persist('query'), activity) import traceback as tb import tensorflow as tf from tensorflow.keras import layers - global tfSession + global nextModId try: - # Restore the keras / tensorflow context. It sometimes gets lost between calls, + # Allocate a new modelId + # Make sure we do it atomically to avoid conflict with + # another model running on another thread + threadlock.acquire() + modId = nextModId + nextModId += 1 + threadlock.release() + # Create a new keras / tensorflow context. It sometimes gets lost between calls, # so we explicitly restore it before each call that uses it. - tfSession = tf.keras.backend.get_session() - with tfSession.as_default(): - with tfSession.graph.as_default(): + # Note that for each model, we create a new session and new graph under the hood. + # The graph is stored within the session, so only the session and model are stored, + # both by model id. + graph = tf.Graph() + with graph.as_default(): + tfSession = tf.Session() + with tfSession.as_default(): mod = tf.keras.Sequential() for rec in mdef: if rec[0] != nodeId: @@ -256,27 +299,122 @@ EXPORT Keras := MODULE # compile string should be supplied. elif rectype == kStrTypeDict['compile']: exec('mod.' + rec[3]) - modcache['default'] = mod # For some reason we need to do a get_weights / set_weights here, or set_weights # fails later??? w = mod.get_weights() mod.set_weights(w) - # We succeeded. Return a blank status to indicate success. - return [(nodeId, 1, kStrTypeDict['status'], '')] + # Add this model to the model cache + modcache[modId] = mod + # And the session to the session cache + sesscache[modId] = tfSession + # We succeeded. Return a blank status to indicate success. + return [(nodeId, modId, kStrTypeDict['status'], '')] except: # We had an error. Format the exception and return it in the kString return [(nodeId, 1, kStrTypeDict['status'], format_exc('DefineMod'))] - ENDEMBED; + finally: + threadlock.release() + ENDEMBED; // DefineModel + /** Function to Define a Functional (i.e. Non-Sequential) model and (optionally) + * compile the model. + * Returns a kString dataset. An empty string indicates success. Otherwise + * the kString record contains an error message. + * DefineFuncModel gets called on each node of the cluster. + */ + EXPORT STREAMED DATASET(kString) DefineFuncModel(STREAMED DATASET(FuncLayerDef) ldefs, + UNSIGNED4 seqId, + SET OF STRING inputs, + SET OF STRING outputs, + STRING cdef) + := EMBED(Python: globalscope(globalScope), persist('query'), activity) + import traceback as tb + import tensorflow as tf + from tensorflow.keras import layers + global nextModId + try: + # Allocate a new modelId + # Make sure we do it atomically to avoid conflict with + # another model running on another thread + threadlock.acquire() + modId = nextModId + nextModId += 1 + threadlock.release() + layerDict = {} # Temporary dictionary for keeping track of layers. + predDict = {} # Temporary dict for keeping track of predecessors. + # Create a new keras / tensorflow context. It sometimes gets lost between calls, + # so we explicitly restore it before each call that uses it. + # Note that for each model, we create a new session and new graph under the hood. + # The graph is stored within the session, so only the session and model are stored, + # both by model id. + graph = tf.Graph() + with graph.as_default(): + tfSession = tf.Session() + with tfSession.as_default(): + # Do two passes through the ldefs so that order of layers won't matter + for rec in ldefs: + lName, ldef, preds = rec + newLayer = eval(ldef) + layerDict[lName] = newLayer + predDict[lName] = preds + # Second pass to resolve the predecessors + for name in layerDict.keys(): + layer = layerDict[name] + predNames = predDict[name] + lpreds = [] + for predName in predNames: + pred = layerDict[predName] + lpreds.append(pred) + # Call the layer object's call method with the list of predecessors + # to set the preds for that layer. + if lpreds: + if len(lpreds) == 1: + layer = layer(lpreds[0]) + else: + layer = layer(lpreds) + layerDict[name] = layer + # Now create the model using inputs and outputs + inps = [] + outps = [] + for inpName in inputs: + l = layerDict[inpName] + inps.append(l) + for outName in outputs: + l = layerDict[outName] + outps.append(l) + mod = tf.keras.models.Model(inputs=inps, outputs=outps) + # If there's a compile string, use it to compile the model. + if cdef: + exec('mod.' + cdef) + # For some reason we need to do a get_weights / set_weights here, or set_weights + # fails later??? + w = mod.get_weights() + mod.set_weights(w) + # Add this model to the model cache + modcache[modId] = mod + # And the session to the session cache + sesscache[modId] = tfSession + # We succeeded. Return a blank status to indicate success. + return [(nodeId, modId, kStrTypeDict['status'], '')] + except: + # We had an error. Format the exception and return it in the kString. + return [(nodeId, 1, kStrTypeDict['status'], format_exc('DefineFuncMod'))] + ENDEMBED; // DefineFuncModel /** * Return a JSON string representing the layers of the model. Does not return any * compile information or trained weights. */ - EXPORT STREAMED DATASET(kString) ToJSON(STREAMED DATASET(kString) dummy, UNSIGNED4 model) := + EXPORT STREAMED DATASET(kString) ToJSON(STREAMED DATASET(kString) dummy, UNSIGNED4 seqId, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) try: - mod = modcache['default'] + # Restore the keras / tensorflow context for this model. + mod = modcache[modelid] + tfSession = sesscache[modelid] + with tfSession.as_default(): + with tfSession.graph.as_default(): + js = mod.to_json() # Succeeded. Return a blank status. - return [(nodeId, 1, kStrTypeDict['status'], mod.to_json())] + return [(nodeId, 1, kStrTypeDict['status'], js)] except: # Failed. Forat an exception and send it. return [(nodeId, 1, 4, format_exc('ToJSON'))] @@ -284,74 +422,95 @@ EXPORT Keras := MODULE /** * Construct a Keras model from the JSON string passed in. */ - EXPORT STREAMED DATASET(kString) FromJSON(STREAMED DATASET(kString) ksjson, UNSIGNED4 session) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) + EXPORT STREAMED DATASET(kString) FromJSON(STREAMED DATASET(kString) ksjson, UNSIGNED4 seqId) + := EMBED(Python: globalscope(globalScope), persist('query'), activity) import tensorflow as tf + global nextModId # Should be only one record on each node try: json = 'EMPTY' for rec in ksjson: # Should only be one json kString record. json = rec[2] - mod = tf.keras.models.model_from_json(json) - modcache['default'] = mod + # Restore the keras / tensorflow context for this model. + graph = tf.Graph() + with graph.as_default(): + tfSession = tf.Session() + with tfSession.as_default(): + mod = tf.keras.models.model_from_json(json) + modId = nextModId + nextModId += 1 + modcache[modId] = mod + sesscache[modId] = tfSession except: # Error. Return an exception string. return [(nodeId, 1, kStrTypeDict['status'], format_exc('FromJSON'))] # Success. Return an empty string. - return [(nodeId, 1, kStrTypeDict['status'], '')] + return [(nodeId, modId, kStrTypeDict['status'], '')] ENDEMBED; /** * Compile a previously defined model. */ - EXPORT STREAMED DATASET(kString) CompileMod(STREAMED DATASET(kString) compilestr, UNSIGNED4 model) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) + EXPORT STREAMED DATASET(kString) CompileMod(STREAMED DATASET(kString) compilestr, UNSIGNED4 seqId, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import tensorflow as tf - tf.keras.backend.set_session(tfSession) - mod = modcache['default'] - # Should only have one compilestr record per node - try: - cstr = 'EMPTY' - for rec in compilestr: - cstr = rec[2] - exec('mod.' + cstr) - except: - return [(nodeId, 1, kStrTypeDict['status'], format_exc('CompileMod'))] - return [(nodeId, 1, kStrTypeDict['status'], '')] + # Restore the keras / tensorflow context for this model. + tfSession = sesscache[modelid] + mod = modcache[modelid] + with tfSession.as_default(): + with tfSession.graph.as_default(): + # Should only have one compilestr record per node + try: + cstr = 'EMPTY' + for rec in compilestr: + cstr = rec[2] + exec('mod.' + cstr) + except: + return [(nodeId, 1, kStrTypeDict['status'], format_exc('CompileMod'))] + return [(nodeId, 1, kStrTypeDict['status'], '')] ENDEMBED; /** * Get the weights from the Keras / Tensorflow model. * Weights are returned as a Tensor List. */ EXPORT STREAMED DATASET(t_Tensor) GetWeights( - STREAMED DATASET(kString) dummy, UNSIGNED4 model) := + STREAMED DATASET(kString) dummy, UNSIGNED4 seqId, UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import tensorflow as tf - # Restore the Keras / TF context. - tf.keras.backend.set_session(tfSession) + threadlock.acquire() try: - mod = modcache['default'] - w = mod.get_weights() + # Restore the keras / tensorflow context for this model. + tfSession = sesscache[modelid] + mod = modcache[modelid] + with tfSession.as_default(): + with tfSession.graph.as_default(): + w = mod.get_weights() return NpList2Tens(w) except: # IF there was an error, return an empty dataset. + assert 1 == 0, format_exc('GetWeights modelId = ' + str(modelid)) return [] + finally: + threadlock.release() ENDEMBED; /** * Set the weights into the Keras / TF model. The weights are sent as * a Tensor List (Tensor dataset), one Tensor per layer. */ - EXPORT STREAMED DATASET(kString) SetWeights(STREAMED DATASET(t_Tensor) tens, UNSIGNED4 model) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) + EXPORT STREAMED DATASET(kString) SetWeights(STREAMED DATASET(t_Tensor) tens, UNSIGNED4 seqId, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import tensorflow as tf import traceback as tb - # Restore the Keras / TF context. - tf.keras.backend.set_session(tfSession) + # Restore the keras / tensorflow context for this model. + tfSession = sesscache[modelid] + mod = modcache[modelid] try: + # Restore the Keras / TF context. + tfSession = sesscache[modelid] + mod = modcache[modelid] w = Tens2NpList(tens) - mod = modcache['default'] - #w2 = mod.get_weights() - #mod.set_weights(w) + with tfSession.as_default(): + mod.set_weights(w) outStr = '' # Success. Return an empty status string. return [(nodeId, 1, 1, outStr)] @@ -369,48 +528,50 @@ EXPORT Keras := MODULE STREAMED DATASET(t_Tensor) weights, STREAMED DATASET(t_Tensor) x, STREAMED DATASET(t_Tensor) y, - UNSIGNED4 model, - UNSIGNED4 epoch) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) + UNSIGNED4 seqId, + UNSIGNED4 epoch, + UNSIGNED modelid = 0) := + EMBED(Python: globalscope(globalScope), persist('query'), activity) import traceback as tb import tensorflow as tf import numpy as np global currEpoch, batchCount, cumLoss try: # Accumulate the loss for each epoch. - if epoch != currEpoch: - batchCount = 0 - cumLoss = 0.0 - currEpoch = epoch + if epoch != currEpoch.get(modelid, 0): + batchCount[modelid] = 0 + cumLoss[modelid] = 0.0 + currEpoch[modelid] = epoch # Process this batch. - batchCount += 1 + batchCount[modelid] += 1 wA_changes = [] # Restore Keras / TF context - tf.keras.backend.set_session(tfSession) - mod = modcache['default'] + mod = modcache[modelid] # Convert the incoming weights to a list of numpy arrays wA = Tens2NpList(weights) # Convert the X tensor to a numpy array - xAL = Tens2NpList(x) + xAL = Tens2NpList(x, recordOriented = True) # Convert the Y tensor to a numpy array - yAL = Tens2NpList(y) - # Do some error checking. + yAL = Tens2NpList(y, recordOriented = True) if xAL and yAL and xAL[0].size > 0 and yAL[0].size > 0: - xA = xAL[0] - yA = yAL[0] - if xA.size == 0 or yA.size == 0 or xA.shape[0] != yA.shape[0]: - assert 1 == 0, 'Fit: X and Y sizes do not match or are zero: xShape = ' + str(xA.shape) + ', yShape = ' + str(yA.shape) - # More Keras TF context restoration + # We've got some data + # Do some error checking. + for i in range(len(xAL)): + xA = xAL[i] + yA = yAL[i] + if xA.size == 0 or yA.size == 0 or xA.shape[0] != yA.shape[0]: + assert 1 == 0, 'Fit: X and Y sizes do not match or are zero: xShape = ' + str(xA.shape) + ', yShape = ' + str(yA.shape) + # Restore the keras / tensorflow context for this model. + tfSession = sesscache[modelid] with tfSession.as_default(): with tfSession.graph.as_default(): - global tfHistory # Set the starting weights mod.set_weights(wA) # Run one batch to fit the model - tfHistory = mod.fit(xA, yA, epochs=epoch, batch_size=32, initial_epoch=epoch-1, shuffle=False, steps_per_epoch = 1) + tfHistory = mod.fit(xAL, yAL, epochs=epoch, batch_size=32, initial_epoch=epoch-1, shuffle=False, steps_per_epoch = 1) # Update the cumulative (epoch) loss currLoss = tfHistory.history['loss'][-1] - cumLoss += currLoss + cumLoss[modelid] += currLoss # Get the new weights from Keras model. wA_out = mod.get_weights() # For each layer, subtract the new weights from the starting weights to compute @@ -426,14 +587,20 @@ EXPORT Keras := MODULE except: # Error occurred, but no string returned. So we do an assert to convey the error. assert 1 == 0, format_exc('FitBatch') - ENDEMBED; + ENDEMBED; // FitBatch /** * Get the current epoch's accumulated average loss up to this point. */ - EXPORT STREAMED DATASET(losses) GetLoss(STREAMED DATASET(kString) dummy, UNSIGNED4 model):= + EXPORT STREAMED DATASET(losses) GetLoss(STREAMED DATASET(kString) dummy, UNSIGNED4 seqId, + UNSIGNED modelid = 0):= EMBED(Python: globalscope(globalScope), persist('query'), activity) - assert batchCount > 0, 'Keras.GetLoss: batchCount = 0' + ', currEpoch = ' + str(currEpoch) - loss = cumLoss / batchCount + global batchCount, cumLoss + try: + assert batchCount[modelid] > 0, 'Keras.GetLoss: batchCount = 0' + ', currEpoch = ' + str(currEpoch[modelid]) + loss = cumLoss[modelid] / batchCount[modelid] + except: + assert False, format_exc('GetLoss -- modelId = ' + str(modelid) + ', batchCount = ' + str(batchCount)) + return [(0.0,)] return [(loss,)] ENDEMBED; /** @@ -444,73 +611,141 @@ EXPORT Keras := MODULE EXPORT STREAMED DATASET(metrics) Evaluate( STREAMED DATASET(t_Tensor) x, STREAMED DATASET(t_Tensor) y, - UNSIGNED4 model) := + UNSIGNED4 seqId, + UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) - mod = modcache['default'] - # Convert x data to a numpy array - xA = Tens2NpList(x) - # Convert y data to a numpy array - yA = Tens2NpList(y) - outRecs = [] - # Restore Keras / TF context - with tfSession.as_default(): - with tfSession.graph.as_default(): - # Evaluate the Keras model - metrics = mod.evaluate(xA, yA) - # Get the name for each metric - mNames = mod.metrics_names - for i in range(len(metrics)): - # Return the name and value for each defined metric. - rec = (i, mNames[i], float(metrics[i])) - outRecs.append(rec) - return outRecs + try: + mod = modcache[modelid] + # Convert x data to a numpy array + xA = Tens2NpList(x, recordOriented = True) + # Convert y data to a numpy array + yA = Tens2NpList(y, recordOriented = True) + outRecs = [] + # Restore the keras / tensorflow context for this model. + tfSession = sesscache[modelid] + with tfSession.as_default(): + with tfSession.graph.as_default(): + # Evaluate the Keras model + metrics = mod.evaluate(xA, yA) + # Get the name for each metric + mNames = mod.metrics_names + for i in range(len(metrics)): + # Return the name and value for each defined metric. + rec = (i, mNames[i], float(metrics[i])) + outRecs.append(rec) + return outRecs + except: + # Error occurred, but no string returned. So we do an assert to convey the error. + assert 1 == 0, format_exc('Evaluate') ENDEMBED; /** * Use the Keras model to predict the output for a set * of independent (x) data. */ - EXPORT STREAMED DATASET(t_Tensor) Predict( - STREAMED DATASET(t_Tensor) xDat, - UNSIGNED4 model) := - EMBED(Python: globalscope(globalScope), persist('query'), activity) - import numpy as np - import traceback as tb - mod = modcache['default'] - try: - def predGen(): - # We need to process the data one slice at a time, so that we can emit - # slices with the proper wi and sliceId so that the record indexes line up - # between the supplied x and the returned predictions. - outSlices = [] - for slice in xDat: - # Convert one slice to numpy array format. - xA = Tens2Np([slice]) - node, wi, sliceId, shape, dataType, maxSliceSize, slice_size, \ - densedat, sparsedat = slice - # Restore keras / tf context - with tfSession.as_default(): - with tfSession.graph.as_default(): - predA = mod.predict(xA) - preds = [] - # We need to derive the max slice size from the ratio of record sizes - xSize = np.prod(shape[1:]) - ySize = np.prod(predA.shape[1:]) - newMaxSize = int(maxSliceSize * ySize / xSize) - # Results should be a single slice, but is returned as a list from Np2Tens(...). - for s in Np2Tens(predA, maxSliceOverride=newMaxSize): - preds.append(s) - pred = preds[0] - # Apply the wi and sliceId of the original x data to the predictions - y = (node, wi, sliceId, pred[3], pred[4], pred[5], pred[6], pred[7], pred[8]) - # Yield the output slice. - yield y - return - return predGen() - except: - # An error occurred during Predict. - assert 0 == 1, 'Keras Predict error: ' + format_exc('Predict') - return [] - ENDEMBED; + EXPORT DATASET(t_Tensor) Predict( + DATASET(t_Tensor) xDat, + UNSIGNED4 seqId, + UNSIGNED modelId) := FUNCTION + STREAMED DATASET(t_Tensor) Predict2( + STREAMED DATASET(t_Tensor) x_dat, + UNSIGNED4 seq_id, + UNSIGNED model_id) := + EMBED(Python: globalscope(globalScope), persist('query'), activity) + import numpy as np + import traceback as tb + # Generator function for producing the predictions + def predGen(mod, tfSession): + try: + # We need to process the data one slice at a time, so that we can emit + # slices with the proper wi and sliceId so that the record indexes line up + # between the supplied x and the returned predictions. + xAL = [] # X array list accumulates wi's for each sliceId + currSlice = 0 + maxRecs = 0 # Should be the same for each wi across all slices + # process all the wi's for each sliceId. Inputs should be aligned at this point. + # and sorted by sliceId, wi. + for slice in x_dat: + node, wi, sliceId, shape, dataType, maxSliceSize, slice_size, \ + densedat, sparsedat = slice + # Calculate the maximum number of records per slice. This only needs to be + # done for the first slice and wi, since it should be consistent for aligned + # tensors + if maxRecs == 0: + recSize = np.prod(shape[1:]) + maxRecs = int(maxSliceSize / recSize) + if sliceId != currSlice: + # Got the next slice. Now we should have all the wi's for the previous slice. + # Process the full slice. + if xAL: + # We have a slice accumulated. + # Process it. + # Restore the keras / tensorflow context for this model. + with tfSession.as_default(): + with tfSession.graph.as_default(): + predA = mod.predict(xAL, steps=1) + for i in range(len(predA)): + sliceA = predA[i] + recSize = int(np.prod(sliceA.shape[1:])) + newMaxSize = maxRecs * recSize + # Np2Tens will set the sliceId to 1 since it's the only slice. + # so we need to set the sliceId back to the original + for s in Np2Tens(sliceA, wi=i+1, maxSliceOverride=newMaxSize): + # Should only be one slice since we forced the maxSliceOverride + # but it's a generator, so we need to do for loop. + s = s[:2] + (currSlice,) + s[3:] + yield s + # Now clear the accumultor + xAL = [] + currSlice = sliceId + # Convert the slice to a numpy array and add it to the accumulator + # Force the sliceId to 1 to handle this slice as standalone + sliceAdj = [node, wi, 1, shape, dataType, maxSliceSize, slice_size, densedat, sparsedat] + xA = Tens2Np([sliceAdj], recordOriented = True) + xAL.append(xA) + # END for slice in x_dat + # Process the last sliceId + if xAL: + # Restore keras / tf context + with tfSession.as_default(): + with tfSession.graph.as_default(): + predA = mod.predict(xAL, steps=1) + if type(predA) != type([]): + predA = [predA] + for i in range(len(predA)): + sliceA = predA[i] + recSize = int(np.prod(sliceA.shape[1:])) + newMaxSize = maxRecs * recSize + # Np2Tens will set the sliceId to 1 since it's the only slice. + # so we need to set the sliceId back to the original + for s in Np2Tens(sliceA, wi=i+1, maxSliceOverride=newMaxSize): + # Should only be one slice since we forced the maxSliceOverride + # but it's a generator, so we need to do for loop. + s = s[:2] + (currSlice,) + s[3:] + yield s + return + except: + # An error occured during predGen() + assert 0 == 1, format_exc('Predict2 -- predGen') + # END predGen() + try: + # Get the model + mod = modcache[model_id] + sess = sesscache[model_id] + # Return the generator that will produce the output Tensor list + return predGen(mod, sess) + except: + # An error occurred during Predict. + assert 0 == 1, format_exc('Predict2') + return [] + ENDEMBED; // Predict2 + // Sort Xdat by sliceId and then by wi so that we can present the model with all + // inputs (i.e. wi's) at once. + xDatS := SORT(xDat, sliceId, wi, LOCAL); + preds := predict2(xDatS, seqId, modelId); + // Now re-sort into the cannonical order + predsS := SORT(preds, wi, sliceId, LOCAL); + RETURN predsS; + END; // Predict /** * Shutdown the Keras Interface and free up all global memory fields. * This leaves behind, at most, a small memory footprint that should @@ -522,12 +757,12 @@ EXPORT Keras := MODULE */ EXPORT STREAMED DATASET(kString) Shutdown( STREAMED DATASET(kString) temp, - UNSIGNED4 model) := + UNSIGNED4 seqId) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import traceback as tb global nodeId, nNodes, maxSliceLen global modcache - global tfHistory + global sesscache global currEpoch global batchCount global cumLoss @@ -540,7 +775,6 @@ EXPORT Keras := MODULE nodeId = None nNodes = None maxSliceLen = None - tfHistory = None currEpoch = None batchCount = None cumLoss = None @@ -553,10 +787,11 @@ EXPORT Keras := MODULE Tens2NpList = None NpList2Tens = None format_exc = None + del(modcache) + del(sesscache) del(nodeId) del(nNodes) del(maxSliceLen) - del(tfHistory) del(currEpoch) del(batchCount) del(cumLoss) diff --git a/Internal/TensExtract.ecl b/Internal/TensExtract.ecl index 3901de3..95b0525 100644 --- a/Internal/TensExtract.ecl +++ b/Internal/TensExtract.ecl @@ -15,6 +15,10 @@ MAX_SLICE := Tensor.MAX_SLICE; * The result is a new tensor with samples from each local slice of the tensor. * Note that this will extract datcount samples from EACH node. The pos parameter * indicates how far into the local tensor slices to start extracting. + * If there are multiple tensors in the tensor dataset, then extract datcount + * samples from each one. If there are multiple tensors in the dataset, then + * it is essential to align them before calling this function + * @see Tensor.AlignTensors */ EXPORT DATASET(t_Tensor) TensExtract(DATASET(t_Tensor) tens, UNSIGNED pos, UNSIGNED datcount) := FUNCTION @@ -23,130 +27,156 @@ EXPORT DATASET(t_Tensor) TensExtract(DATASET(t_Tensor) tens, UNSIGNED pos, UNSIGNED pos, UNSIGNED datcount, nodeid, maxslice) := EMBED(Python: activity) import numpy as np import traceback as tb - try: - maxSliceLen = maxslice - dTypeDict = {1:np.float32, 2:np.float64, 3:np.int32, 4:np.int64} - dTypeDictR = {'float32':1, 'float64':2, 'int32':3, 'int64':4} - dTypeSizeDict = {1:4, 2:8, 3:4, 4:8} - outArray = None - tshape = [] - sliceNum = 0 - lastSlice = 0 - fullSize = 0 - rowSize = 0 - outSize = 0 - startSlice = 0 - startPos = 0 - endSlice = 0 - endPos = 0 - outPos = 0 - # If the first shape component is non-zero, then this is a fixed size Tensor - # and exact positions are important. If not fixed sized, then we take the - # records sequentially and don't fill gaps. We determine size by the actual - # records received. - isFixedSize = False - wi = 0 - for rec in tens: - node, wi, sliceId, shape, dataType, maxSliceSize, slice_size, densedat, sparsedat = rec - dtype = dTypeDict[dataType] - tshape = shape - if outArray is None: - # Initialize important information on the first slice. - # Full size of the tensor - fullSize = np.prod(shape) - # Is fixed size if the first component of the shape is 0. - isFixedSize = fullSize != 0 - # Row size is the size of the 2nd - last shape component. - rowSize = np.prod(shape[1:]) - # Calculate the size to be returned - outSize = rowSize * datcount - # Create an array of zeros to hold the output. - outArray = np.zeros((outSize,), dtype) - # Figure out which slice and position the desired data starts - # and ends on - startSlice, startPos = divmod(pos * rowSize, maxSliceSize) - endSlice, endPos = divmod((pos + datcount) * rowSize, maxSliceSize) - if sliceNum < startSlice: - # The data is found in a later slice. Skip this one. - sliceNum += 1 - continue - if not densedat: - # Sparse decoding - dat = np.zeros((slice_size,), dtype) - for offset, val in sparsedat: - assert offset < slice_size, 'TensExtract: sparsedat has higher index the sliceSize = ' + str(offset) - dat[offset] = dtype(val) - densedat = dat - if sliceNum == startSlice and sliceNum == endSlice: - # Data starts and ends on this slice. - densedat = densedat[startPos:endPos] - elif sliceNum == startSlice: - # Data starts on this slice, but ends on a further one. - densedat = densedat[startPos:] - elif sliceNum == endSlice: - # Data ends on this slice but started previously. - densedat = densedat[:endPos] - # Add any data from this slice - outArray[outPos:outPos + len(densedat)] = densedat - outPos += len(densedat) - sliceNum += 1 - # If this is the end slice, we're done. - if sliceNum >= endSlice: - break - if sliceNum == 0: - # No data in the slice. Return an empty Tensor. - return [] - if outPos < datcount * rowSize: - # Fewer than requested records available. - outArray.resize((outPos,)) - if tshape[0] == 0: - tshape[0] = -1 - # If this is a variable size tensor, reflect that in the numpy array. - outArray = np.reshape(outArray, tshape) - # Function to convert a numpy array to a tensor. - def Np2Tens(a, wi=1): - epsilon = .000000001 - origShape = list(a.shape) - flatA = a.reshape(-1) - flatSize = flatA.shape[0] - sliceId = 1 - indx = 0 - maxSliceSize = 0 - datType = dTypeDictR[str(a.dtype)] - elemSize = dTypeSizeDict[datType] - max_slice = divmod(maxSliceLen, elemSize)[0] - while indx < flatSize: - remaining = flatSize - indx - if remaining >= max_slice: - sliceSize = max_slice + maxSliceLen = maxslice + dTypeDict = {1:np.float32, 2:np.float64, 3:np.int32, 4:np.int64} + dTypeDictR = {'float32':1, 'float64':2, 'int32':3, 'int64':4} + dTypeSizeDict = {1:4, 2:8, 3:4, 4:8} + # Generator Function to convert a numpy array to a tensor. + def Np2Tens(a, wi=1): + epsilon = .000000001 + origShape = list(a.shape) + # For final shape, the first component should be zero to indicate a record-oriented + # tensor. + finalShape = [0] + origShape[1:] + flatA = a.reshape(-1) + flatSize = flatA.shape[0] + sliceId = 1 + indx = 0 + maxSliceSize = 0 + datType = dTypeDictR[str(a.dtype)] + elemSize = dTypeSizeDict[datType] + max_slice = divmod(maxSliceLen, elemSize)[0] + while indx < flatSize: + remaining = flatSize - indx + if remaining >= max_slice: + sliceSize = max_slice + else: + sliceSize = remaining + if sliceId == 1: + maxSliceSize = sliceSize + dat = list(flatA[indx:indx + sliceSize]) + dat = [float(d) for d in dat] + elemCount = 0 + for i in range(len(dat)): + if abs(dat[i]) > epsilon: + elemCount += 1 + if elemCount > 0 or sliceId == 1: + if elemCount * (elemSize + 4) < len(dat): + # Sparse encoding + sparse = [] + for i in range(len(dat)): + if abs(dat[i]) > epsilon: + sparse.append((i, dat[i])) + yield (nodeid, wi, sliceId, finalShape, datType, maxSliceSize, sliceSize, [], sparse) else: - sliceSize = remaining - if sliceId == 1: - maxSliceSize = sliceSize - dat = list(flatA[indx:indx + sliceSize]) - dat = [float(d) for d in dat] - elemCount = 0 - for i in range(len(dat)): - if abs(dat[i]) > epsilon: - elemCount += 1 - if elemCount > 0 or sliceId == 1: - if elemCount * (elemSize + 4) < len(dat): - # Sparse encoding - sparse = [] - for i in range(len(dat)): - if abs(dat[i]) > epsilon: - sparse.append((i, dat[i])) - yield (nodeid, wi, sliceId, origShape, datType, maxSliceSize, sliceSize, [], sparse) + # Dense encoding + yield (nodeid, wi, sliceId, finalShape, datType, maxSliceSize, sliceSize, dat, []) + sliceId += 1 + indx += sliceSize + # END OF NP2Tens + # Generator function to return the extract from a list of tensors + def getResults(): + try: + outArray = None + tshape = [] + sliceNum = 0 + fullSize = 0 + rowSize = 0 + outSize = 0 + startSlice = 0 + startPos = 0 + endSlice = 0 + endPos = 0 + outPos = 0 + currWi = 0 + # If the first shape component is non-zero, then this is a fixed size Tensor + # and exact positions are important. If not fixed sized, then we take the + # records sequentially and don't fill gaps. We determine size by the actual + # records received. + isFixedSize = False + for rec in tens: + node, wi, sliceId, shape, dataType, maxSliceSize, slice_size, densedat, sparsedat = rec + dtype = dTypeDict[dataType] + if wi != currWi: + if outArray is not None: + # New wi. Output the previous one. + if outPos < datcount * rowSize: + # Fewer than requested records available. + outArray.resize((outPos,)) + # If this is a variable size tensor, reflect that in the numpy array. + outArray = np.reshape(outArray, tshape) + # Yield the previous wi's tensor and reset for the new wi. + yield from Np2Tens(outArray, currWi) + outArray = None + tshape = [] + currWi = wi + if outArray is None: + # Initialize important information on the first slice. + # The output shape (tshape). Note: Only supports record oriented tensors. + if shape[0] == 0: + tshape = [-1] + shape[1:] # Make first term -1 for numpy tensor else: - # Dense encoding - yield (nodeid, wi, sliceId, origShape, datType, maxSliceSize, sliceSize, dat, []) - sliceId += 1 - indx += sliceSize - - return Np2Tens(outArray, wi) - except: - # Error during extraction. - assert 0 == 1, 'TensExtract: ' + tb.format_exc() - ENDEMBED; - RETURN extract(tens, pos-1, datcount, nodeId, MAX_SLICE); + raise Exception('Extract requires record-oriented tensors ' + \ + 'that must have a zero first shape component. Shape = ' + str(shape) + '.') + # Full size of the tensor + fullSize = np.prod(shape) + # Is fixed size if the first component of the shape is 0. + isFixedSize = fullSize != 0 + # Row size is the size of the 2nd - last shape component. + rowSize = np.prod(shape[1:]) + # Calculate the size to be returned + outSize = rowSize * datcount + # Create an array of zeros to hold the output. + outArray = np.zeros((outSize,), dtype) + # Figure out which slice and position the desired data starts + # and ends on + startSlice, startPos = divmod(pos * rowSize, maxSliceSize) + endSlice, endPos = divmod((pos + datcount) * rowSize, maxSliceSize) + # Slice number + sliceNum = 0 + outPos = 0 + if sliceNum < startSlice or sliceNum > endSlice: + # The data is found in a later slice or we're already past the end of + # the data. We have to keep iterating in the latter case because there + # might be more wi's. Skip this record. + sliceNum += 1 + continue + if not densedat: + # Sparse decoding + dat = np.zeros((slice_size,), dtype) + for offset, val in sparsedat: + assert offset < slice_size, 'TensExtract: sparsedat has higher index than the sliceSize = ' + str(offset) + dat[offset] = dtype(val) + densedat = dat + if sliceNum == startSlice and sliceNum == endSlice: + # Data starts and ends on this slice. + densedat = densedat[startPos:endPos] + elif sliceNum == startSlice: + # Data starts on this slice, but ends on a further one. + densedat = densedat[startPos:] + elif sliceNum == endSlice: + # Data ends on this slice but started previously. + densedat = densedat[:endPos] + # Add any data from this slice + outArray[outPos:outPos + len(densedat)] = densedat + outPos += len(densedat) + sliceNum += 1 + # END for + if sliceNum == 0: + # No data in the slice. Return an empty Tensor. + return [] + if outPos < datcount * rowSize: + # Fewer than requested records available. + outArray.resize((outPos,)) + # If this is a variable size tensor, reflect that in the numpy array. + outArray = np.reshape(outArray, tshape) + # Yield the final wi's tensor + yield from Np2Tens(outArray, wi) + except: + # Error during extraction. + assert 0 == 1, 'TensExtract: ' + str(tshape) + ',' + 'currWi = ' + str(currWi) + ', ' + tb.format_exc() + # END OF getResults() + return getResults() + ENDEMBED; // Extract + RETURN SORT(extract(tens, pos-1, datcount, nodeId, MAX_SLICE), wi, sliceId, LOCAL); END; \ No newline at end of file diff --git a/README.md b/README.md index 50122d0..1548686 100644 --- a/README.md +++ b/README.md @@ -6,11 +6,12 @@ It provides Keras / Tensorflow operations parallelized over an HPCC cluster. Models are created on each HPCC node, and training, evaluation and predictions are done in a distributed fashion across the HPCC cluster. -The Module GNNI defines the ECL interface to Keras. It currently only supports -the Keras Sequential model. +The Module GNNI defines the ECL interface to Keras. It supports any Keras +model (Functional or Sequential), and allows models with multiple inputs +and outputs. GNN is designed to handle any type of Neural Network model that can be built -using the Keras Sequential model. This includes Classical Neural Networks as +using Keras. This includes Classical Neural Networks as well as Convolutional Networks and Recursive Networks such as LSTM, or any combination of the above. @@ -28,7 +29,14 @@ that Python3 and Tensorflow are correctly installed on each Thor node. ## EXAMPLES The files Test/ClassicTest.ecl and ClassificationTest.ecl show annotated examples -of using GNN to create a simple Classical Neural Networks. The folder Test/HARTests +of using GNN to create a simple Classical Neural Networks using the Keras Sequential +model. + +The file Test/FuncModelTest.ecl shows an example of building a classical regression / +classification network with multiple inputs and outputs using the Keras Functional +model. + +The folder Test/HARTests contains tests that show how to create more sophisticated Convolutional and Recurrent networks. diff --git a/Tensor.ecl b/Tensor.ecl index d47b797..1ffa35f 100644 --- a/Tensor.ecl +++ b/Tensor.ecl @@ -592,19 +592,22 @@ EXPORT Tensor /** * Calculate the sliceId in which a given Tensor cell will reside. */ - SHARED UNSIGNED4 calcSliceId(t_Indexes indexes, t_Indexes indxSizes, UNSIGNED4 sliceSize) := EMBED(Python) - import traceback as tb - try: - # Indexes are 1 based - # Calculate the position (zero based) given a 1-based index - pos = 0 - for i in range(len(indxSizes)): - pos += (indexes[i]-1) * indxSizes[i] - # Return the sliceId (1-based) - return int(pos / sliceSize) + 1 - except: - assert 0 == 1, 'Tensor.calcSliceId: ' + tb.format_exc() - ENDEMBED; + SHARED UNSIGNED4 calcSliceId(UNSIGNED recNum, UNSIGNED4 recSize, UNSIGNED4 sliceSize) := FUNCTION + pos := (recNum - 1) * recSize; + RETURN (pos DIV sliceSize) + 1; + END; + /** + * Optimized version of calcNodeId(wi, calcSliceId(...), nSlices) + * Because of the number of times this is called, we need to optimize as much as possible, + * even at the cost of clarity. + */ + SHARED UNSIGNED4 calcNodeId2(UNSIGNED4 wi, UNSIGNED4 nSlices, UNSIGNED4 sliceSize, UNSIGNED recNum, UNSIGNED4 recSize) := FUNCTION + sliceIdZ :=((recNum -1) * recSize) DIV sliceSize; // Zero based + relNode := sliceIdZ DIV (nSlices / nNodes); + nodeId := (wi - 1) + relNode % nNodes; + RETURN nodeId; + END; + /** * Make a Tensor from a set of TensorData and * some meta-data. @@ -645,7 +648,8 @@ EXPORT Tensor sliceElems := sliceSize / elemSize; nSlices := ROUNDUP(totalSize / sliceSize); indxSizes := calcIndexSizes(shape); - contentsD := DISTRIBUTE(contents, calcNodeId(wi, calcSliceId(indexes, indxSizes, sliceElems), nSlices)); + recSize := indxSizes[1]; + contentsD := DISTRIBUTE(contents, calcNodeId2(wi, nSlices, sliceElems, indexes[1], recSize)); contentsDS := SORT(NOCOMBINE(contentsD), indexes[1], LOCAL); slices0 := makeSlices(contentsDS, wi, shape, adjShape, t_TensType.R4, elemSize, sliceElems); // If not replicated, slices are already correctly distributed (i.e. by wi and sliceId) @@ -660,10 +664,13 @@ EXPORT Tensor */ SHARED DATASET(t_Tensor) deReplicate(DATASET(t_Tensor) tens) := FUNCTION nSlices := COUNT(tens); + maxSlice := MAX(tens, sliceId); slicesPerNode := nSlices / nNodes; wi := tens[1].wi; derep := tens(nodeId = calcNodeId(wi, sliceId, nSlices)); - return derep; + // Only de-rep if it is a replicated tensor, otherwise bad things can happen. + outTens := IF(nSlices > maxSlice, derep, tens); + return outTens; END; /** * Extract the data from a tensor and return it in sparse TensData format. @@ -887,5 +894,59 @@ EXPORT Tensor IF(ArecsPerSlice > BrecsPerSlice, alignedA + tB0, tens)); RETURN reAligned; END; // AlignTensorPair + /** + * Aligns a list of Tensors (seperated by wi) so that all of the tensors' + * corresponding records are stored on the same node. + * This prevents different sized + * records from being distributed differently among the nodes. + *

    In most cases, the inputs and outputs to a neural network during training, + * and the inputs during prediction should be aligned so that + * various aspects of the same observation are presented together. + * + * @param tens A Tensor List with at least two tensors identified by + * sequential work item ids from 1-N. + * @return A new Tensor List with the same number of tensors as the input + * list, with all of the tensors being aligned. + **/ + EXPORT DATASET(t_Tensor) AlignTensors(DATASET(t_Tensor) tensList) := FUNCTION + // This can be optimized if necessary by custom restructuring + // versus use of GetData(...) and MakeTensor(...) + elemSize := 4; // REAL4 + UNSIGNED recSize(t_Indexes shape) := EMBED(Python) + import numpy as np + recSz = np.prod(shape[1:]) + return int(recSz) + ENDEMBED; + itemInfo0 := TABLE(tensList, {wi, shape, maxSliceSize, UNSIGNED recsPerSlice := 0, UNSIGNED recSize := 0}, wi, shape, maxSliceSize); + itemInfo1 := PROJECT(itemInfo0, TRANSFORM(RECORDOF(LEFT), + SELF.recSize := recSize(LEFT.shape), + SELF.recsPerSlice := LEFT.maxSliceSize / SELF.recSize, + SELF := LEFT), LOCAL); + itemInfo := SORT(itemInfo1, recsPerSlice); + largestRecItem := DEDUP(itemInfo, wi)[1]; + newRecSize := largestRecItem.recSize; + newRecsPerSlice := largestRecItem.recsPerSlice; + largestRecWI := largestRecItem.wi; + numTensors := COUNT(itemInfo); + DATASET(t_Tensor) adjustTensors(DATASET(t_Tensor) tl, UNSIGNED ctr) := FUNCTION + // Do one tensor for each loop + thisTens := tl(wi = ctr); + thisTensDat := GetData(thisTens); + thisTensShape := thisTens[1].shape; + thisMaxSliceSize := newRecsPerSlice * recSize(thisTensShape) * elemSize; + // We want all the tensors to be aligned the same, so we create the slices with + // wi of the largestRecItem, and then project to the correct wi. This is because MakeTensor spreads + // the wi's across nodes. By Making all the tensors with the wi of the largestRecItem, we + // save the need to re-create that largest of the tensors. + adjTens0 := MakeTensor(thisTensShape, thisTensDat, wi := largestRecWI, forceMaxSliceSize := thisMaxSliceSize); + adjTens := PROJECT(adjTens0, TRANSFORM(RECORDOF(LEFT), SELF.wi := ctr, SELF := LEFT), LOCAL); + // If this is the tensor with the largest rec size, don't need to adjust. Otherwise adjust. + newTens := IF(ctr = largestRecWI, thisTens, adjTens); + outTens := tl(wi != ctr) + newTens; + return outTens; + END; + reAligned := LOOP(tensList, numTensors, LEFT.wi >= COUNTER, adjustTensors(ROWS(LEFT), COUNTER)); + RETURN reAligned; + END; // AlignTensors END; // R4 END; // t_Tensor diff --git a/Test/ClassicTest.ecl b/Test/ClassicTest.ecl index 023c53d..dc780ca 100644 --- a/Test/ClassicTest.ecl +++ b/Test/ClassicTest.ecl @@ -24,6 +24,8 @@ RAND_MAX := POWER(2,32) -1; trainCount := 1000; testCount := 1000; featureCount := 5; +batchSize := 128; +numEpochs := 5; // END Test parameters // Prepare training data. @@ -138,7 +140,7 @@ OUTPUT(wts, NAMED('InitWeights')); // Fit trains the models, given training X and Y data. BatchSize is not the Keras batchSize, // but defines how many records are processed on each node before synchronizing the weights -mod2 := GNNI.Fit(mod, trainX, trainY, batchSize := 128, numEpochs := 5); +mod2 := GNNI.Fit(mod, trainX, trainY, batchSize := batchSize, numEpochs := numEpochs); OUTPUT(mod2, NAMED('mod2')); diff --git a/Test/ClassificationTest.ecl b/Test/ClassificationTest.ecl index f583120..f90bf69 100644 --- a/Test/ClassificationTest.ecl +++ b/Test/ClassificationTest.ecl @@ -38,6 +38,8 @@ trainCount := 1000; testCount := 100; featureCount := 5; classCount := 3; +numEpochs := 5; +batchSize := 128; // End of Test Parameters // Prepare training data. @@ -65,11 +67,11 @@ END; // Build the training data train0 := DATASET(trainCount, TRANSFORM(trainRec, SELF.id := COUNTER, - SELF.x := [(RANDOM() % RAND_MAX) / RAND_MAX -.5, - (RANDOM() % RAND_MAX) / RAND_MAX -.5, - (RANDOM() % RAND_MAX) / RAND_MAX -.5, - (RANDOM() % RAND_MAX) / RAND_MAX -.5, - (RANDOM() % RAND_MAX) / RAND_MAX -.5], + SELF.x := [(RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1], SELF.y := []) ); // Be sure to compute Y in a second step. Otherewise, the RANDOM() will be executed twice and the Y will be based @@ -97,7 +99,7 @@ trainX := NORMALIZE(train, featureCount, TRANSFORM(NumericField, SELF.id := LEFT.id, SELF.number := COUNTER, SELF.value := LEFT.x[COUNTER])); -trainY := NORMALIZE(train, 3, TRANSFORM(NumericField, +trainY := NORMALIZE(train, classCount, TRANSFORM(NumericField, SELF.wi := 1, SELF.id := LEFT.id, SELF.number := COUNTER, @@ -111,7 +113,7 @@ testX := NORMALIZE(test, featureCount, TRANSFORM(NumericField, SELF.id := LEFT.id, SELF.number := COUNTER, SELF.value := LEFT.x[COUNTER])); -testY := NORMALIZE(test, 3, TRANSFORM(NumericField, +testY := NORMALIZE(test, classCount, TRANSFORM(NumericField, SELF.wi := 1, SELF.id := LEFT.id, SELF.number := COUNTER, @@ -129,8 +131,8 @@ ldef := ['''layers.Dense(16, activation='tanh', input_shape=(5,))''', // compileDef defines the compile line to use for compiling the defined model. // Note that 'model.' is implied, and should not be included in the compile line. compileDef := '''compile(optimizer=tf.keras.optimizers.SGD(.05), - loss=tf.keras.losses.mean_squared_error, - metrics=[tf.keras.metrics.mean_squared_error]) + loss=tf.keras.losses.categorical_crossentropy, + metrics=['accuracy']) '''; // Note that the order of the GNNI functions is maintained by passing tokens returned from one call @@ -155,7 +157,7 @@ OUTPUT(wts, NAMED('InitWeights')); // Fit trains the models, given training X and Y data. BatchSize is not the Keras batchSize, // but defines how many records are processed on each node before synchronizing the weights // Note that we use the NF form of Fit since we are using NumericField for I / o. -mod2 := GNNI.FitNF(mod, trainX, trainY, batchSize := 128, numEpochs := 20); +mod2 := GNNI.FitNF(mod, trainX, trainY, batchSize := batchSize, numEpochs := numEpochs); OUTPUT(mod2, NAMED('mod2')); diff --git a/Test/ExtractTest.ecl b/Test/ExtractTest.ecl index 542acff..532d3d3 100644 --- a/Test/ExtractTest.ecl +++ b/Test/ExtractTest.ecl @@ -1,6 +1,9 @@ /*############################################################################## ## HPCC SYSTEMS software Copyright (C) 2019 HPCC Systems. All rights reserved. -############################################################################## */ +##############################################################################*/ +/** + * Test the TensorExtract module + */ IMPORT Python; IMPORT $.^ AS GNN; IMPORT GNN.Tensor; @@ -45,13 +48,17 @@ OUTPUT(train0, NAMED('trainData')); trainX0 := NORMALIZE(train0, featureCount, TRANSFORM(TensData, SELF.indexes := [LEFT.id, COUNTER], SELF.value := LEFT.x[COUNTER])); -trainY0 := NORMALIZE(train0, 1, TRANSFORM(TensData, - SELF.indexes := [LEFT.id, COUNTER], - SELF.value := LEFT.y)); -X := Tensor.R4.MakeTensor([0, featureCount], trainX0); -Y:= Tensor.R4.MakeTensor([0, 1], trainY0); + +// Test with 2 tensors in a Tensor List. It's okay that they're both the same contents. +// We manually align the tensors since they would normally be distributed differently +// because of the different wi's. +X1 := Tensor.R4.MakeTensor([0, featureCount], trainX0, wi := 1); +X2 := PROJECT(Tensor.R4.MakeTensor([0, featureCount], trainX0, wi := 1), + TRANSFORM(RECORDOF(LEFT), + SELF.wi := 2, + SELF := LEFT)); +X := X1 + X2; OUTPUT(X, NAMED('X')); -OUTPUT(Y, NAMED('Y')); eX1 := int.TensExtract(X, 1, 10); eX2 := int.TensExtract(X, 11, 10); diff --git a/Test/FuncModelTest.ecl b/Test/FuncModelTest.ecl new file mode 100644 index 0000000..c465690 --- /dev/null +++ b/Test/FuncModelTest.ecl @@ -0,0 +1,315 @@ +/*############################################################################## +## HPCC SYSTEMS software Copyright (C) 2019 HPCC Systems. All rights reserved. +############################################################################## */ +/** + * Test GNNI Functional (i.e. non-sequential) Model Capability + * Create a single model that does a Regression and a Classification in a single + * functional model. This model has two sets of inputs (one for Regression and + * one for Classification), and two corresponding outputs. + */ +IMPORT Python3 AS Python; +IMPORT $.^ AS GNN; +IMPORT GNN.Tensor; +IMPORT GNN.Internal.Types AS iTypes; +IMPORT GNN.Types; +IMPORT GNN.GNNI; +IMPORT GNN.Internal AS Int; +IMPORT Std.System.Thorlib; +IMPORT GNN.Utils; +t_Tensor := Tensor.R4.t_Tensor; +TensData := Tensor.R4.TensData; +FuncLayerDef := Types.FuncLayerDef; + +RAND_MAX := POWER(2,32) -1; + +// Test parameters +numEpochs := 5; +batchSize := 128; +trainCount := 1000; +testCount := 1000; +featureCount := 5; +// END Test parameters + +// Prepare Regression training and test data. +// We use 5 inputs (X) and a single output (Y) +trainRecR := RECORD + UNSIGNED8 id; + SET OF REAL x; + REAL4 y; +END; + +// The Regression target function maps a set of X features into a Y value, which is a polynomial function of X. +REAL4 targetFuncR(REAL4 x1, REAL4 x2, REAL4 x3, REAL4 x4, REAL4 x5) := FUNCTION + rslt := .5 * POWER(x1, 4) - .4 * POWER(x2, 3) + .3 * POWER(x3,2) - .2 * x4 + .1 * x5; + RETURN rslt; +END; + +// Build the regression training data. Pick random data for X values, and use a polynomial +// function of X to compute Y. +train0R := DATASET(trainCount, TRANSFORM(trainRecR, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1], + SELF.y := 0) + ); +// Be sure to compute Y in a second step. Otherwise, the RANDOM() will be executed twice and the Y will be based +// on different values than those assigned to X. This is an ECL quirk that is not easy to fix. +trainR := PROJECT(train0R, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncR(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); +OUTPUT(trainR, NAMED('trainDataR')); + +// Build the test data. Same process as the training data. +test0R := DATASET(testCount, TRANSFORM(trainRecR, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1], + SELF.y := 0) + ); + +testR := PROJECT(test0R, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncR(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); + +// Break the training and test data into X (independent) and Y (dependent) data sets. Format as Tensor Data. +trainX0R := NORMALIZE(trainR, featureCount, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.x[COUNTER])); +trainY0R := NORMALIZE(trainR, 1, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.y)); + +// Form a Tensor from the tensor data. This packs the data into 'slices' that can contain dense +// or sparse portions of the Tensor. If the tensor is small, it will fit into a single slice. +// Huge tensors may require many slices. The slices also contain tensor metadata such as the shape. +// For record oriented data, the first component of the shape should be 0, indicating that it is an +// arbitrary length set of records. +trainXR := Tensor.R4.MakeTensor([0, featureCount], trainX0R); +trainYR:= Tensor.R4.MakeTensor([0, 1], trainY0R); + +OUTPUT(trainXR, NAMED('trainXR')); +OUTPUT(trainYR, NAMED('trainYR')); + +testX0R := NORMALIZE(testR, featureCount, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.x[COUNTER])); +testY0R := NORMALIZE(testR, 1, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.y)); +testXR := Tensor.R4.MakeTensor([0, featureCount], testX0R); +testYR:= Tensor.R4.MakeTensor([0, 1], testY0R); + +// Now Prepare Classification training and test data. +// We use 5 inputs (X) and a one hot encoded output (Y) with 3 classes +// (i.e. 3 outputs). +trainRecC := RECORD + UNSIGNED8 id; + SET OF REAL4 x; + REAL4 y; +END; + +// The target function maps a set of X features into a Y value, +// which is a threshold on a polynomial function of X. + +// Returns 1 of 3 classes, 0, 1, or 2. +REAL4 targetFuncC(REAL4 x1, REAL4 x2, REAL4 x3, REAL4 x4, REAL4 x5) := FUNCTION + rslt0 := TANH(POWER(x1, 4) - 2 * POWER(x2, 3) + 3 * POWER(x3,2) - 4 * x4 + 5 * x5); + rslt := MAP(rslt0 < -.33 => 0, rslt0 < .33 => 1, 2); + RETURN rslt; +END; + +// Build the training data +train0C := DATASET(trainCount, TRANSFORM(trainRecC, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1], + SELF.y := []) + ); +// Be sure to compute Y in a second step. Otherewise, the RANDOM() will be executed twice and the Y will be based +// on different values than those assigned to X. This is an ECL quirk that is not easy to fix. +trainC := PROJECT(train0C, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncC(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); +OUTPUT(trainC, NAMED('trainDataC')); + +// Build the test data. Same process as the training data. +test0C := DATASET(testCount, TRANSFORM(trainRecC, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1, + (RANDOM() % RAND_MAX) / (RAND_MAX / 2) - 1], + SELF.y := []) + ); + +testC := PROJECT(test0C, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncC(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); + +// Break the training and test data into X (independent) and Y (dependent) data sets. +// Format as NumericField data. +trainX0C := NORMALIZE(trainC, featureCount, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.x[COUNTER])); +trainY0C := NORMALIZE(trainC, 1, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.Y)); +// We need to one-hot enncode the Y value since we are doing classification using +// softmax. +trainY1C := Utils.ToOneHot(trainY0C, 3); // Three classes + +trainXC := Tensor.R4.MakeTensor([0, featureCount], trainX0C, wi:=2); +trainYC:= Tensor.R4.MakeTensor([0, 3], trainY1C, wi:=2); +OUTPUT(trainXC, NAMED('trainXC')); +OUTPUT(trainYC, NAMED('trainYC')); + +testX0C := NORMALIZE(testC, featureCount, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.x[COUNTER])); +testY0C := NORMALIZE(testC, 3, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.Y)); +// We need to one-hot enncode the Y value since we are doing classification using +// softmax. +testY1C := Utils.ToOneHot(testY0C, 3); // Three classes + +testXC := Tensor.R4.MakeTensor([0, featureCount], testX0C, wi:=2); +testYC:= Tensor.R4.MakeTensor([0, 3], testY1C, wi:=2); + +// New we can create the combined Train and Test data by adding (i.e. concatenating) +// the Regression and Classification Tensors. Note that we use wi = 1 (default) for the first +// (i.e. Regression tensor), and wi = 2 for the second (i.e. Classification) tensors +// Classification Tensors. Thus we have a Tensor List with 2 tensors for each training +// and test input. +trainX := trainXR + trainXC; +trainY := trainYR + trainYC; +OUTPUT(trainX, NAMED('trainX')); +OUTPUT(trainY, NAMED('trainY')); +testX := testXR + testXC; +testY := testYR + testYC; +OUTPUT(testX, NAMED('testX')); +OUTPUT(testY, NAMED('testY')); +// Create a functional model with two inputs, and two outputs. This is a combination +// of a regression model and a classification model. The two models are combined into +// a single functional model. The attributes ldef1 and ldef2 illustrate what the +// individual models would look like using a sequential model definition. +// This allows the reader to see how to map from sequential models to +// a functional model. +// Note that the two models are not connected internally. This is not the normal +// way to use functional models, but is simple and does allow us to test multiple +// inputs and outputs as well as the functional definition process. + +// ldef1 is the sequential model definition for the Regression model (for reference) +ldef1 := ['''layers.Dense(256, activation='tanh', input_shape=(5,))''', + '''layers.Dense(256, activation='relu')''', + '''layers.Dense(1, activation=None)''']; +// ldef2 is the sequential model definition for the Classification model (for reference) +ldef2 := ['''layers.Dense(16, activation='tanh', input_shape=(5,))''', + '''layers.Dense(16, activation='relu')''', + '''layers.Dense(3, activation='softmax')''']; + +// fldef is the Functional model definition that combines the two above models +// The first field is the name of that layer. The second is the definition of the layer. +// The third field is a list of predecessor layer names for this layer. The +// Functional model defines a Directed Acyclic Graph (DAG), which is stitched together +// using the predecessor list. If there were Concatenation layers, they would +// list multiple predecessors. Note that Input layers have no predecessors. +fldef := DATASET([{'input1', '''layers.Input(shape=(5,))''', []}, // Regression Input + {'d1', '''layers.Dense(256, activation='tanh')''', ['input1']}, // Regression Hidden 1 + {'d2', '''layers.Dense(256, activation='relu')''', ['d1']}, // Regression Hidden 2 + {'output1', '''layers.Dense(1, activation=None)''', ['d2']}, // Regression Output + {'input2', '''layers.Input(shape=(5,))''', []}, // Classification Input + {'d3', '''layers.Dense(16, activation='tanh', input_shape=(5,))''',['input2']}, // Classification Hidden 1 + {'d4', '''layers.Dense(16, activation='relu')''',['d3']}, // Classification Hidden 2 + {'output2', '''layers.Dense(3, activation='softmax')''', ['d4']}], // Classification Output + FuncLayerDef); + +// compileDef defines the compile line to use for compiling the defined model. +// Note that 'model.' is implied, and should not be included in the compile line. +// We define two losses, one for each output. lossWeights allows us to weight one +// loss stronger than the other if desired. +compileDef := '''compile(optimizer=tf.keras.optimizers.SGD(.05), + loss=[tf.keras.losses.mean_squared_error, tf.keras.losses.categorical_crossentropy], + metrics=[]) + '''; + +// Note that the order of the GNNI functions is maintained by passing tokens returned from +// one call into the next call that is dependent on it. +// For example, s is returned from GetSession(). It is used as the input to +// DefineModels(...) so +// that DefineModels() cannot execute until GetSession() has completed. +// Likewise, mod, the output from GetSession() is provided as input to Fit(). Fit in turn +// returns a token that is used by GetLoss(), EvaluateMod(), and Predict(), +// which are only dependent on Fit() having completed, and are not order +// dependent on one another. + +// GetSession must be called before any other functions +s := GNNI.GetSession(); +// DefineModel is dependent on the Session +// fldef defines the functional model +// inputs lists the input layer names +// outputs lists the output layer names +// compileDef contains the Keras compile statement. +mod := GNNI.DefineFuncModel(s, fldef, ['input1', 'input2'], ['output1', 'output2'], compileDef); +// GetWeights returns the initialized weights that have been synchronized across all nodes. +wts := GNNI.GetWeights(mod); + +OUTPUT(wts, NAMED('InitWeights')); + +// Fit trains the models, given training X and Y data. BatchSize is not the Keras batchSize, +// but defines how many records are processed on each node before synchronizing the weights +mod2 := GNNI.Fit(mod, trainX, trainY, batchSize := batchSize, numEpochs := numEpochs); + +OUTPUT(mod2, NAMED('mod2')); + +// GetLoss returns the average loss for the final training epoch +losses := GNNI.GetLoss(mod2); + +OUTPUT(losses, NAMED('Losses')); + +// EvaluateMod computes the loss, as well as any other metrics that were defined in the Keras +// compile line. +metrics := GNNI.EvaluateMod(mod2, testX, testY); + +OUTPUT(metrics, NAMED('metrics')); + +// Predict computes the neural network output given a set of inputs. +preds := GNNI.Predict(mod2, testX); + +// Note that the Tensor is a packed structure of Tensor slices. GetData() +// extracts the data into a sparse cell-based form -- each record represents +// one Tensor cell. See Tensor.R4.TensData. +testYDatR := Tensor.R4.GetData(testY(wi=1)); +testYDatC0 := Tensor.R4.GetData(testY(wi=2)); +predDatR := Tensor.R4.GetData(preds(wi=1)); +predDatC0 := Tensor.R4.GetData(preds(wi=2)); +testYDatC := Utils.FromOneHot(testYDatC0); +predDatC := Utils.FromOneHot(predDatC0); +OUTPUT(SORT(testYDatR, indexes), ALL, NAMED('testDatR')); +OUTPUT(SORT(testYDatC, indexes), ALL, NAMED('testDatC')); +OUTPUT(preds, NAMED('predictions')); +OUTPUT(SORT(predDatR, indexes), ALL, NAMED('predDatR')); +OUTPUT(SORT(predDatC, indexes), ALL, NAMED('predDatC')); + +// Here we are comparing the expected values (testYDat) with the predicted values (predDat) +// and calculating the error and squared error to validate the process +cmpR := JOIN(testYDatR, predDatR, LEFT.indexes[1] = RIGHT.indexes[1], TRANSFORM({SET OF REAL indexes, + REAL pred, REAL actual, REAL error, REAL sqError}, + SELF.indexes := LEFT.indexes, SELF.pred := RIGHT.value, SELF.actual := LEFT.value, + SELF.error := ABS(SELF.actual - SELF.pred), + SELF.sqError := SELF.error * SELF.error), LEFT OUTER, LOCAL); + +cmpC := JOIN(testYDatC, predDatC, LEFT.indexes[1] = RIGHT.indexes[1], TRANSFORM({SET OF REAL indexes, + REAL pred, REAL actual, BOOLEAN correct}, + SELF.indexes := LEFT.indexes, SELF.pred := RIGHT.value, SELF.actual := LEFT.value, + SELF.correct := SELF.pred = SELF.actual), LEFT OUTER, LOCAL); + +OUTPUT(SORT(cmpR, indexes), ALL, NAMED('predcompareR')); +OUTPUT(SORT(cmpC, indexes), ALL, NAMED('predcompareC')); + +accuracyR := AVE(cmpR, sqError); +accuracyC := COUNT(cmpC(correct=TRUE)) / COUNT(cmpC); +OUTPUT(accuracyR, NAMED('accuracyR')); +OUTPUT(accuracyC, NAMED('accuracyC')); \ No newline at end of file diff --git a/Test/MultiModel.ecl b/Test/MultiModel.ecl new file mode 100644 index 0000000..fd3fcd1 --- /dev/null +++ b/Test/MultiModel.ecl @@ -0,0 +1,316 @@ +/*############################################################################## +## HPCC SYSTEMS software Copyright (C) 2019 HPCC Systems. All rights reserved. +############################################################################## */ +/** + * Multiple Model Test + * Tests the use of multiple Keras models at the same time. + * This is a simplified combination of ClassicTest.ecl (Regression) + * and ClassificationTest.ecl (Classification). + * This test uses synthetic data generated internally. + * It shows how GNN can be used to produce and consume multiple + * models in the same work-unit. + */ +IMPORT Python3 AS Python; +IMPORT $.^ AS GNN; +IMPORT GNN.Tensor; +IMPORT GNN.Internal.Types AS iTypes; +IMPORT GNN.Types; +IMPORT GNN.GNNI; +IMPORT GNN.Internal AS Int; +IMPORT Std.System.Thorlib; +IMPORT ML_Core AS mlc; + +NumericField := mlc.Types.NumericField; +t_Tensor := Tensor.R4.t_Tensor; +TensData := Tensor.R4.TensData; + +RAND_MAX := POWER(2,32) -1; + +// Test parameters +trainCount := 1000; +testCount := 1000; +featureCount := 5; +numEpochs := 10; +batchSize := 128; +// END Test parameters + +// Prepare training data. +// We use 5 inputs (X) and a single output (Y) +trainRecR := RECORD + UNSIGNED8 id; + SET OF REAL x; + REAL4 y; +END; + +// The target function maps a set of X features into a Y value, which is a polynomial function of X. +REAL4 targetFuncR(REAL4 x1, REAL4 x2, REAL4 x3, REAL4 x4, REAL4 x5) := FUNCTION + rslt := .5 * POWER(x1, 4) - .4 * POWER(x2, 3) + .3 * POWER(x3,2) - .2 * x4 + .1 * x5; + RETURN rslt; +END; + +// Build the training data. Pick random data for X values, and use a polynomial +// function of X to compute Y. +trainR0 := DATASET(trainCount, TRANSFORM(trainRecR, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5], + SELF.y := 0) + ); +// Be sure to compute Y in a second step. Otherwise, the RANDOM() will be executed twice and the Y will be based +// on different values than those assigned to X. This is an ECL quirk that is not easy to fix. +trainR := PROJECT(trainR0, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncR(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); +OUTPUT(trainR, NAMED('trainDataR')); + +// Build the test data. Same process as the training data. +testR0 := DATASET(testCount, TRANSFORM(trainRecR, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5], + SELF.y := 0) + ); + +testR := PROJECT(testR0, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncR(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); + +// Break the training and test data into X (independent) and Y (dependent) data sets. Format as Tensor Data. +trainRX0 := NORMALIZE(trainR, featureCount, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.x[COUNTER])); +trainRY0 := NORMALIZE(trainR, 1, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.y)); + +// Form a Tensor from the tensor data. This packs the data into 'slices' that can contain dense +// or sparse portions of the Tensor. If the tensor is small, it will fit into a single slice. +// Huge tensors may require many slices. The slices also contain tensor metadata such as the shape. +// For record oriented data, the first component of the shape should be 0, indicating that it is an +// arbitrary length set of records. +trainRX := Tensor.R4.MakeTensor([0, featureCount], trainRX0); +trainRY:= Tensor.R4.MakeTensor([0, 1], trainRY0); + +OUTPUT(trainRX, NAMED('X1')); +OUTPUT(trainRY, NAMED('y1')); + +testRX0 := NORMALIZE(testR, featureCount, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.x[COUNTER])); +testRY0 := NORMALIZE(testR, 1, TRANSFORM(TensData, + SELF.indexes := [LEFT.id, COUNTER], + SELF.value := LEFT.y)); +testRX := Tensor.R4.MakeTensor([0, featureCount], testRX0); +testRY:= Tensor.R4.MakeTensor([0, 1], testRY0); + + +// ldef provides the set of Keras layers that form the neural network. These are +// provided as strings representing the Python layer definitions as would be provided +// to Keras. Note that the symbol 'tf' is available for use (import tensorflow as tf), +// as is the symbol 'layers' (from tensorflow.keras import layers). +// Recall that in Keras, the input_shape must be present in the first layer. +// Note that this shape is the shape of a single observation. +ldefR := ['''layers.Dense(256, activation='tanh', input_shape=(5,))''', + '''layers.Dense(256, activation='relu')''', + '''layers.Dense(1, activation=None)''']; + +// compileDef defines the compile line to use for compiling the defined model. +// Note that 'model.' is implied, and should not be included in the compile line. +compileDefR := '''compile(optimizer=tf.keras.optimizers.SGD(.05), + loss=tf.keras.losses.mean_squared_error, + metrics=[tf.keras.metrics.mean_squared_error]) + '''; + +// Note that the order of the GNNI functions is maintained by passing tokens returned from +// one call into the next call that is dependent on it. +// For example, s is returned from GetSession(). It is used as the input to +// DefineModels(...) so +// that DefineModels() cannot execute until GetSession() has completed. +// Likewise, mod, the output from GetSession() is provided as input to Fit(). Fit in turn +// returns a token that is used by GetLoss(), EvaluateMod(), and Predict(), +// which are only dependent on Fit() having completed, and are not order +// dependent on one another. + +// GetSession must be called before any other functions +s := GNNI.GetSession(); +// DefineModel is dependent on the Session +// ldef contains the Python definition for each Keras layer +// compileDef contains the Keras compile statement. +modR := GNNI.DefineModel(s, ldefR, compileDefR); +OUTPUT(modR, NAMED('modR')); +// GetWeights returns the initialized weights that have been synchronized across all nodes. +wtsR := GNNI.GetWeights(modR); + +OUTPUT(wtsR, NAMED('InitWeightsR')); + +// Fit trains the models, given training X and Y data. BatchSize is not the Keras batchSize, +// but defines how many records are processed on each node before synchronizing the weights +modR2 := GNNI.Fit(modR, trainRX, trainRY, batchSize := batchSize, numEpochs := numEpochs); + +OUTPUT(modR2, NAMED('modR2')); + +// GetLoss returns the average loss for the final training epoch +lossesR := GNNI.GetLoss(modR2); + +// EvaluateMod computes the loss, as well as any other metrics that were defined in the Keras +// compile line. +metricsR := GNNI.EvaluateMod(modR2, testRX, testRY); + +OUTPUT(metricsR, NAMED('metricsR')); + +// Predict computes the neural network output given a set of inputs. +predsR := GNNI.Predict(modR2, testRX); + +// Note that the Tensor is a packed structure of Tensor slices. GetData() +// extracts the data into a sparse cell-based form -- each record represents +// one Tensor cell. See Tensor.R4.TensData. +testRYDat := Tensor.R4.GetData(testRY); +predDatR := Tensor.R4.GetData(predsR); + +OUTPUT(SORT(testRYDat, indexes), ALL, NAMED('testDatR')); +OUTPUT(predsR, NAMED('predictionsR')); +OUTPUT(SORT(predDatR, indexes), ALL, NAMED('predDatR')); + +//********************************************************************************** +// Classification Model +//********************************************************************************** +// Prepare training data. +// We use 5 inputs (X) and a one hot encoded output (Y) with 3 classes +// (i.e. 3 outputs). +trainRecC := RECORD + UNSIGNED8 id; + SET OF REAL4 x; + SET OF REAL4 y; +END; + +// The target function maps a set of X features into a Y value, +// which is a threshold on a polynomial function of X. +// Note that we are effectively doing a One Hot encoding here, since we +// return a set of Y values, one for each class, with only one value +// being one and the rest zero. +// If we were working with tensors here, we could have used a class +// label and then called Utils.ToOneHot to encode it. +SET OF REAL4 targetFuncC(REAL4 x1, REAL4 x2, REAL4 x3, REAL4 x4, REAL4 x5) := FUNCTION + rslt0 := TANH(.5 * POWER(x1, 4) - .4 * POWER(x2, 3) + .3 * POWER(x3,2) - .2 * x4 + .1 * x5); + rslt := MAP(rslt0 > -.25 => [1,0,0], rslt0 < .25 => [0,1,0], [0,0,1]); + RETURN rslt; +END; + +// Build the training data +trainC0 := DATASET(trainCount, TRANSFORM(trainRecC, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5], + SELF.y := []) + ); +// Be sure to compute Y in a second step. Otherewise, the RANDOM() will be executed twice and the Y will be based +// on different values than those assigned to X. This is an ECL quirk that is not easy to fix. +trainC := PROJECT(trainC0, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncC(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); +OUTPUT(trainC, NAMED('trainData')); + +// Build the test data. Same process as the training data. +testC0 := DATASET(testCount, TRANSFORM(trainRecC, + SELF.id := COUNTER, + SELF.x := [(RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5, + (RANDOM() % RAND_MAX) / RAND_MAX -.5], + SELF.y := []) + ); + +testC := PROJECT(testC0, TRANSFORM(RECORDOF(LEFT), SELF.y := targetFuncC(LEFT.x[1], LEFT.x[2], LEFT.x[3], LEFT.x[4], LEFT.x[5]), SELF := LEFT)); + +// Break the training and test data into X (independent) and Y (dependent) data sets. +// Format as NumericField data. +trainCX := NORMALIZE(trainC, featureCount, TRANSFORM(NumericField, + SELF.wi := 1, + SELF.id := LEFT.id, + SELF.number := COUNTER, + SELF.value := LEFT.x[COUNTER])); +trainCY := NORMALIZE(trainC, 3, TRANSFORM(NumericField, + SELF.wi := 1, + SELF.id := LEFT.id, + SELF.number := COUNTER, + SELF.value := LEFT.y[COUNTER])); + +OUTPUT(trainCX, NAMED('TrainCX')); +OUTPUT(trainCY, NAMED('TrainCY')); + +testCX := NORMALIZE(testC, featureCount, TRANSFORM(NumericField, + SELF.wi := 1, + SELF.id := LEFT.id, + SELF.number := COUNTER, + SELF.value := LEFT.x[COUNTER])); +testCY := NORMALIZE(testC, 3, TRANSFORM(NumericField, + SELF.wi := 1, + SELF.id := LEFT.id, + SELF.number := COUNTER, + SELF.value := LEFT.y[COUNTER])); + + +// ldef provides the set of Keras layers that form the neural network. These are +// provided as strings representing the Python layer definitions as would be provided +// to Keras. Note that the symbol 'tf' is available for use (import tensorflow as tf), as is +// the symbol 'layers' (from tensorflow.keras import layers). +ldefC := ['''layers.Dense(16, activation='tanh', input_shape=(5,))''', + '''layers.Dense(16, activation='relu')''', + '''layers.Dense(3, activation='softmax')''']; + +// compileDef defines the compile line to use for compiling the defined model. +// Note that 'model.' is implied, and should not be included in the compile line. +compileDefC := '''compile(optimizer=tf.keras.optimizers.SGD(.05), + loss=tf.keras.losses.mean_squared_error, + metrics=[tf.keras.metrics.mean_squared_error]) + '''; + +// Note that the order of the GNNI functions is maintained by passing tokens returned from one call +// into the next call that is dependent on it. +// For example, s is returned from GetSession(). It is used as the input to DefineModels(...) so +// that DefineModels() cannot execute until GetSession() has completed. +// Likewise, mod, the output from GetSession() is provided as input to Fit(). Fit in turn returns +// a token that is used by GetLoss(), EvaluateMod(), and Predict(), which are only dependent on Fit() +// having completed, and are not order dependent on one another. + +// Use the same session ID as the Regression Network +// Define model is dependent on the Session +// ldef contains the Python definition for each Keras layer +// compileDef contains the Keras compile statement. +modC := GNNI.DefineModel(s, ldefC, compileDefC); +OUTPUT(modC, NAMED('ModC')); +// GetWeights returns the initialized weights that have been synchronized across all nodes. +wtsC := GNNI.GetWeights(modC); + +OUTPUT(wtsC, NAMED('InitWeightsC')); + +// Fit trains the models, given training X and Y data. BatchSize is not the Keras batchSize, +// but defines how many records are processed on each node before synchronizing the weights +// Note that we use the NF form of Fit since we are using NumericField for I / o. +modC2 := GNNI.FitNF(modC, trainCX, trainCY, batchSize := batchSize, numEpochs := numEpochs); + +OUTPUT(modC2, NAMED('modC2')); + +// GetLoss returns the average loss for the final training epoch +lossesC := GNNI.GetLoss(modC2); + +// EvaluateNF computes the loss, as well as any other metrics that were defined in the Keras +// compile line. This is the NumericField form of EvaluateMod. +metricsC := GNNI.EvaluateNF(modC2, testCX, testCY); + +OUTPUT(metricsC, NAMED('metricsC')); + +// PredictNF computes the neural network output given a set of inputs. +// This is the NumericField form of Predict. Note that these predictions are +// effectively the probabilities for each class (as output from softmax in the +// final NN layer). If we had used Tensors rather than NumericField, we +// could convert to a class label by using Utils.FromOneHot, or +// Utils.Probabilities2Class. +predsC := GNNI.PredictNF(modC2, testCX); + +OUTPUT(testCY, ALL, NAMED('testDatC')); +OUTPUT(predsC, NAMED('predictionsC')); diff --git a/Test/TensorAlignTest.ecl b/Test/TensorAlignTest.ecl new file mode 100644 index 0000000..64c7f8f --- /dev/null +++ b/Test/TensorAlignTest.ecl @@ -0,0 +1,45 @@ +/*############################################################################## +## HPCC SYSTEMS software Copyright (C) 2019 HPCC Systems. All rights reserved. +############################################################################## */ +/** + * Unit tests for the Tensor module Alignment mechanism + */ +IMPORT Python3 AS Python; +IMPORT $.^ AS GNN; +IMPORT GNN.Tensor; +IMPORT GNN.Internal AS int; +IMPORT GNN.Internal.Types AS iTypes; +IMPORT Std.System.Thorlib; + +t_Tensor := Tensor.R4.t_Tensor; +TensData := Tensor.R4.TensData; + +DATASET(t_Tensor) MakeTensor(UNSIGNED nRecs, UNSIGNED nRows, nCols, UNSIGNED wi) := FUNCTION + DATASET(TensData) MakeData(UNSIGNED nRecs, UNSIGNED nRows, UNSIGNED nCols) := EMBED(Python) + outrecs = [] + for i in range(nRecs): + for row in range(nRows): + for col in range(nCols): + indx = [i+1,row+1, col+1] + rec = (indx, 1.0) + outrecs.append(rec) + return outrecs + ENDEMBED; + tdat := MakeData(nRecs, nRows, nCols); + tshape := [0, nRows, nCols]; // Zero first time implies record oriented tensor + tens := Tensor.R4.MakeTensor(tshape, tdat, wi := wi); + return tens; +END; + +// Make 3 different sized tensors and then align them. +t1 := MakeTensor(1000,5,5, 1); +t2 := MakeTensor(1000,15, 15, 2); +t3 := MakeTensor(1000, 2, 3, 3); + +combined := SORT(t1 + t2 + t3, wi, sliceId); + +OUTPUT(combined, NAMED('Original')); + +aligned := SORT(Tensor.R4.AlignTensors(combined), wi, sliceId); + +OUTPUT(aligned, NAMED('Aligned')); diff --git a/Types.ecl b/Types.ecl index ba9f3d0..29bf266 100644 --- a/Types.ecl +++ b/Types.ecl @@ -17,4 +17,13 @@ EXPORT Types := MODULE STRING metricName; REAL8 value; END; + /** + * Record to use for defining complex (i.e. Non-Sequential, Functional) models + * using the DefineFuncModel() GNNI method. + */ + EXPORT FuncLayerDef := RECORD + STRING layerName; + STRING layerDef; + SET OF STRING predecessors; + END; END; From 9ffa6e9930205b022b0fb1c92f651a6075c2574a Mon Sep 17 00:00:00 2001 From: Roger Dev Date: Thu, 28 May 2020 16:26:48 -0600 Subject: [PATCH 4/9] Fix alignment bug Signed-off-by: Roger Dev --- GNNI.ecl | 3 ++- Internal/Keras.ecl | 4 +--- Internal/TensExtract.ecl | 14 ++++++++------ Tensor.ecl | 12 +++++++----- 4 files changed, 18 insertions(+), 15 deletions(-) diff --git a/GNNI.ecl b/GNNI.ecl index 11dcf4b..33f1827 100644 --- a/GNNI.ecl +++ b/GNNI.ecl @@ -345,7 +345,8 @@ EXPORT GNNI := MODULE */ EXPORT UNSIGNED4 SetWeights(UNSIGNED4 model, DATASET(t_Tensor) weights) := FUNCTION kModelId := model DIV kerasIdFactor; - kstatus := ASSERT(Keras.SetWeights(weights, model, kModelId), LENGTH(text) = 0, 'SetWeights Exception: ' + text, FAIL); + weightsD := Tensor.R4.replicate(weights); + kstatus := ASSERT(Keras.SetWeights(weightsD, model, kModelId), LENGTH(text) = 0, 'SetWeights Exception: ' + text, FAIL); status := reduceResults(kstatus); mod := IF(LENGTH(status) = 0, getToken(model), 0); RETURN mod; diff --git a/Internal/Keras.ecl b/Internal/Keras.ecl index 0d5a152..65f3a5a 100644 --- a/Internal/Keras.ecl +++ b/Internal/Keras.ecl @@ -239,7 +239,7 @@ EXPORT Keras := MODULE threadlock = threading.Lock() threadlock.acquire() try: - initGlobals() + mc = modcache except: # modcache doesn't exist. Do the initialization. try: @@ -312,8 +312,6 @@ EXPORT Keras := MODULE except: # We had an error. Format the exception and return it in the kString return [(nodeId, 1, kStrTypeDict['status'], format_exc('DefineMod'))] - finally: - threadlock.release() ENDEMBED; // DefineModel /** Function to Define a Functional (i.e. Non-Sequential) model and (optionally) * compile the model. diff --git a/Internal/TensExtract.ecl b/Internal/TensExtract.ecl index 95b0525..f9e9a8b 100644 --- a/Internal/TensExtract.ecl +++ b/Internal/TensExtract.ecl @@ -8,7 +8,8 @@ nNodes := Thorlib.nodes(); t_Tensor := Tensor.R4.t_Tensor; -MAX_SLICE := Tensor.MAX_SLICE; +//MAX_SLICE := Tensor.MAX_SLICE; +MAX_SLICE := POWER(2, 24); /** * This function is used by GNNI to pull local samples from the X and Y tensors. @@ -24,7 +25,7 @@ EXPORT DATASET(t_Tensor) TensExtract(DATASET(t_Tensor) tens, UNSIGNED pos, UNSIGNED datcount) := FUNCTION // Python embed function to do most of the heavy lifting. STREAMED DATASET(t_Tensor) extract(STREAMED DATASET(t_Tensor) tens, - UNSIGNED pos, UNSIGNED datcount, nodeid, maxslice) := EMBED(Python: activity) + UNSIGNED pos, UNSIGNED datcount, nodeid, nNodes, maxslice) := EMBED(Python: activity) import numpy as np import traceback as tb maxSliceLen = maxslice @@ -40,7 +41,7 @@ EXPORT DATASET(t_Tensor) TensExtract(DATASET(t_Tensor) tens, UNSIGNED pos, finalShape = [0] + origShape[1:] flatA = a.reshape(-1) flatSize = flatA.shape[0] - sliceId = 1 + sliceId = nodeid + 1 indx = 0 maxSliceSize = 0 datType = dTypeDictR[str(a.dtype)] @@ -52,8 +53,9 @@ EXPORT DATASET(t_Tensor) TensExtract(DATASET(t_Tensor) tens, UNSIGNED pos, sliceSize = max_slice else: sliceSize = remaining - if sliceId == 1: - maxSliceSize = sliceSize + #if sliceId == 1: + # maxSliceSize = sliceSize + maxSliceSize = sliceSize dat = list(flatA[indx:indx + sliceSize]) dat = [float(d) for d in dat] elemCount = 0 @@ -178,5 +180,5 @@ EXPORT DATASET(t_Tensor) TensExtract(DATASET(t_Tensor) tens, UNSIGNED pos, # END OF getResults() return getResults() ENDEMBED; // Extract - RETURN SORT(extract(tens, pos-1, datcount, nodeId, MAX_SLICE), wi, sliceId, LOCAL); + RETURN SORT(extract(tens, pos-1, datcount, nodeId, nNodes, MAX_SLICE), wi, sliceId, LOCAL); END; \ No newline at end of file diff --git a/Tensor.ecl b/Tensor.ecl index 1ffa35f..8691862 100644 --- a/Tensor.ecl +++ b/Tensor.ecl @@ -586,7 +586,8 @@ EXPORT Tensor slicesPerNode := nSlices / nNodes; relNode := (sliceId - 1) div slicesPerNode; // Offset per wi so that differnt work items use staggered node numbering - nodeId := (wi - 1) + relNode % nNodes; + //nodeId := (wi - 1) + relNode % nNodes; + nodeId := relNode % nNodes; // Temporarily disable spreading by wi return nodeId; END; /** @@ -604,7 +605,8 @@ EXPORT Tensor SHARED UNSIGNED4 calcNodeId2(UNSIGNED4 wi, UNSIGNED4 nSlices, UNSIGNED4 sliceSize, UNSIGNED recNum, UNSIGNED4 recSize) := FUNCTION sliceIdZ :=((recNum -1) * recSize) DIV sliceSize; // Zero based relNode := sliceIdZ DIV (nSlices / nNodes); - nodeId := (wi - 1) + relNode % nNodes; + //nodeId := (wi - 1) + relNode % nNodes; + nodeId := relNode % nNodes; // Temporarily disable spreading by wi RETURN nodeId; END; @@ -922,8 +924,8 @@ EXPORT Tensor SELF.recSize := recSize(LEFT.shape), SELF.recsPerSlice := LEFT.maxSliceSize / SELF.recSize, SELF := LEFT), LOCAL); - itemInfo := SORT(itemInfo1, recsPerSlice); - largestRecItem := DEDUP(itemInfo, wi)[1]; + itemInfo := SORT(itemInfo1, recsPerSlice, -recSize); + largestRecItem := itemInfo[1]; newRecSize := largestRecItem.recSize; newRecsPerSlice := largestRecItem.recsPerSlice; largestRecWI := largestRecItem.wi; @@ -946,7 +948,7 @@ EXPORT Tensor return outTens; END; reAligned := LOOP(tensList, numTensors, LEFT.wi >= COUNTER, adjustTensors(ROWS(LEFT), COUNTER)); - RETURN reAligned; + RETURN SORT(reAligned, sliceId, LOCAL); END; // AlignTensors END; // R4 END; // t_Tensor From c422ae13d1a5262db7427b595bc9cb5fa28af393 Mon Sep 17 00:00:00 2001 From: Dev Date: Fri, 24 Jul 2020 11:45:50 -0600 Subject: [PATCH 5/9] Switch to TF 2.2 (V1 compatibility mode) Signed-off-by: Dev --- Internal/Keras.ecl | 24 ++++++++++++++++-------- 1 file changed, 16 insertions(+), 8 deletions(-) diff --git a/Internal/Keras.ecl b/Internal/Keras.ecl index 65f3a5a..dbe3ffa 100644 --- a/Internal/Keras.ecl +++ b/Internal/Keras.ecl @@ -44,7 +44,8 @@ EXPORT Keras := MODULE # Function to initialize all the global variables and functions. This should # only be called once. def initGlobals(): - import tensorflow as tf + import tensorflow.compat.v1 as tf + tf.disable_v2_behavior() from tensorflow.keras import layers import numpy as np global nodeId, nNodes, maxSliceLen @@ -265,7 +266,8 @@ EXPORT Keras := MODULE EXPORT STREAMED DATASET(kString) DefineModel(STREAMED DATASET(kString) mdef, UNSIGNED4 seqId) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import traceback as tb - import tensorflow as tf + import tensorflow.compat.v1 as tf + tf.disable_v2_behavior() from tensorflow.keras import layers global nextModId try: @@ -326,7 +328,8 @@ EXPORT Keras := MODULE STRING cdef) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import traceback as tb - import tensorflow as tf + import tensorflow.compat.v1 as tf + tf.disable_v2_behavior() from tensorflow.keras import layers global nextModId try: @@ -422,7 +425,8 @@ EXPORT Keras := MODULE */ EXPORT STREAMED DATASET(kString) FromJSON(STREAMED DATASET(kString) ksjson, UNSIGNED4 seqId) := EMBED(Python: globalscope(globalScope), persist('query'), activity) - import tensorflow as tf + import tensorflow.compat.v1 as tf + tf.disable_v2_behavior() global nextModId # Should be only one record on each node try: @@ -451,7 +455,8 @@ EXPORT Keras := MODULE */ EXPORT STREAMED DATASET(kString) CompileMod(STREAMED DATASET(kString) compilestr, UNSIGNED4 seqId, UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) - import tensorflow as tf + import tensorflow.compat.v1 as tf + tf.disable_v2_behavior() # Restore the keras / tensorflow context for this model. tfSession = sesscache[modelid] mod = modcache[modelid] @@ -474,7 +479,8 @@ EXPORT Keras := MODULE EXPORT STREAMED DATASET(t_Tensor) GetWeights( STREAMED DATASET(kString) dummy, UNSIGNED4 seqId, UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) - import tensorflow as tf + import tensorflow.compat.v1 as tf + tf.disable_v2_behavior() threadlock.acquire() try: # Restore the keras / tensorflow context for this model. @@ -497,7 +503,8 @@ EXPORT Keras := MODULE */ EXPORT STREAMED DATASET(kString) SetWeights(STREAMED DATASET(t_Tensor) tens, UNSIGNED4 seqId, UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) - import tensorflow as tf + import tensorflow.compat.v1 as tf + tf.disable_v2_behavior() import traceback as tb # Restore the keras / tensorflow context for this model. tfSession = sesscache[modelid] @@ -531,7 +538,8 @@ EXPORT Keras := MODULE UNSIGNED modelid = 0) := EMBED(Python: globalscope(globalScope), persist('query'), activity) import traceback as tb - import tensorflow as tf + import tensorflow.compat.v1 as tf + tf.disable_v2_behavior() import numpy as np global currEpoch, batchCount, cumLoss try: From dc436515a0c696ba72eac963da0dce4329bcbaee Mon Sep 17 00:00:00 2001 From: robby-workstation Date: Fri, 28 Aug 2020 11:27:38 -0400 Subject: [PATCH 6/9] Update Keras.ecl --- Internal/Keras.ecl | 129 ++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 127 insertions(+), 2 deletions(-) diff --git a/Internal/Keras.ecl b/Internal/Keras.ecl index dbe3ffa..b5caf27 100644 --- a/Internal/Keras.ecl +++ b/Internal/Keras.ecl @@ -39,7 +39,7 @@ EXPORT Keras := MODULE * use of STREAMED DATASETS in and out, ensure that this function will * be executed on every Thor slave node. */ - EXPORT STREAMED DATASET(kString) Init(STREAMED DATASET(initParms) initdata) := + EXPORT STREAMED DATASET(kString) Init(STREAMED DATASET(initParms) initdata, INTEGER numPhysicalComps) := EMBED(Python: globalscope(globalScope), persist('query'), activity) # Function to initialize all the global variables and functions. This should # only be called once. @@ -54,6 +54,13 @@ EXPORT Keras := MODULE for rec in initdata: nodeId, nNodes, maxSliceLen = rec # Should only be one record # Model cache indexed by model id. + import os + #this "CUDA VISIBLE DEVICES" will set which GPU a given Thor node will have access to + #without this, each single Thor will try and allocate memory on all GPUs, which will make it crash + if numPhysicalComps >= 0: os.environ["CUDA_VISIBLE_DEVICES"]=str(math.floor(int(nodeId)/numPhysicalComps)) + else: os.environ["CUDA_VISIBLE_DEVICES"]="-1" + import tensorflow as tf + tf.reset_default_graph() global modcache modcache = {} # Session cache indexed by model id. @@ -541,6 +548,10 @@ EXPORT Keras := MODULE import tensorflow.compat.v1 as tf tf.disable_v2_behavior() import numpy as np + import uuid + import sys + #stdfileName = '/home/hpcc/pythonlogs/fitLogging' + str(uuid.uuid4()) + '.txt' + #myfile = open(stdfileName, 'w') global currEpoch, batchCount, cumLoss try: # Accumulate the loss for each epoch. @@ -574,7 +585,7 @@ EXPORT Keras := MODULE # Set the starting weights mod.set_weights(wA) # Run one batch to fit the model - tfHistory = mod.fit(xAL, yAL, epochs=epoch, batch_size=32, initial_epoch=epoch-1, shuffle=False, steps_per_epoch = 1) + tfHistory = mod.fit(xAL, yAL, epochs=epoch, batch_size=miniBatch, initial_epoch=epoch-1, shuffle=True) # Update the cumulative (epoch) loss currLoss = tfHistory.history['loss'][-1] cumLoss[modelid] += currLoss @@ -594,6 +605,83 @@ EXPORT Keras := MODULE # Error occurred, but no string returned. So we do an assert to convey the error. assert 1 == 0, format_exc('FitBatch') ENDEMBED; // FitBatch + + EXPORT STREAMED DATASET(t_Tensor) FitBatchNCCL( //experimental + STREAMED DATASET(t_Tensor) weights, + STREAMED DATASET(t_Tensor) x, + STREAMED DATASET(t_Tensor) y, + UNSIGNED4 seqId, + UNSIGNED4 epoch, + UNSIGNED modelid = 0, + UNSIGNED4 miniBatch = 0) := + EMBED(Python: globalscope(globalScope), persist('query'), activity) + import traceback as tb + import tensorflow as tf + import numpy as np + import uuid + import sys + #stdfileName = '/home/hpcc/pythonlogs/fitncclSTDOUT_' + str(uuid.uuid4()) + '.txt' + #sys.stdout = open(stdfileName, 'w') + #print('test') + global currEpoch, batchCount, cumLoss + try: + # Accumulate the loss for each epoch. + if epoch != currEpoch.get(modelid, 0): + batchCount[modelid] = 0 + cumLoss[modelid] = 0.0 + currEpoch[modelid] = epoch + # Process this batch. + batchCount[modelid] += 1 + wA_changes = [] + # Restore Keras / TF context + #mod = modcache[modelid] + # Convert the incoming weights to a list of numpy arrays + wA = Tens2NpList(weights) + # Convert the X tensor to a numpy array + xAL = Tens2NpList(x, recordOriented = True) + # Convert the Y tensor to a numpy array + yAL = Tens2NpList(y, recordOriented = True) + if xAL and yAL and xAL[0].size > 0 and yAL[0].size > 0: + # We've got some data + # Do some error checking. + for i in range(len(xAL)): + xA = xAL[i] + yA = yAL[i] + if xA.size == 0 or yA.size == 0 or xA.shape[0] != yA.shape[0]: + assert 1 == 0, 'FitNCCL: X and Y sizes do not match or are zero: xShape = ' + str(xA.shape) + ', yShape = ' + str(yA.shape) + # Restore the keras / tensorflow context for this model. + tfSession = sesscache[modelid] + with tfSession.as_default(): + with tfSession.graph.as_default(): + mirrored_strategy = tf.distribute.MirroredStrategy() + with mirrored_strategy.scope(): + # Set the starting weights + #mod = modcache[modelid] + mod = tf.keras.Sequential([tf.keras.Input(shape=(28,28,1)),tf.keras.layers.Conv2D(64, kernel_size=(3, 3), activation="relu"),tf.keras.layers.MaxPooling2D(pool_size=(2, 2)),tf.keras.layers.Conv2D(128, kernel_size=(3, 3), activation="relu"),tf.keras.layers.MaxPooling2D(pool_size=(2, 2)),tf.keras.layers.Conv2D(2560, kernel_size=(3, 3), activation="relu"),tf.keras.layers.MaxPooling2D(pool_size=(2, 2)),tf.keras.layers.Dropout(0.25),tf.keras.layers.Flatten(),tf.keras.layers.Dense(10240, activation='relu'),tf.keras.layers.Dense(3850, activation='relu'),tf.keras.layers.Dropout(0.5),tf.keras.layers.Dense(10, activation="softmax"),]) + mod.compile(loss='categorical_crossentropy', optimizer='adam', metrics=["accuracy"]) + #mod.set_weights(wA) + # Run one batch to fit the model + tfHistory = mod.fit(xAL, yAL, epochs=epoch, batch_size=miniBatch, initial_epoch=epoch-1) + # Update the cumulative (epoch) loss + #currLoss = tfHistory.history['loss'][-1] + #cumLoss[modelid] += currLoss + # Get the new weights from Keras model. + #wA_out = mod.get_weights() + wA_out = wA + # For each layer, subtract the new weights from the starting weights to compute + # the weight updates. + for i in range(len(wA)): + wA_changes.append(wA_out[i] - wA[i]) + else: + # No X / Y data received. Send null changes + for i in range(len(wA)): + wA_changes.append(np.zeros_like(wA[i])) + # Return the weight changes as a Tensor List. + return NpList2Tens(wA_changes) + except: + # Error occurred, but no string returned. So we do an assert to convey the error. + assert 1 == 0, format_exc('FitBatchNCCL') + ENDEMBED; // FitBatchNCCL /** * Get the current epoch's accumulated average loss up to this point. */ @@ -644,6 +732,43 @@ EXPORT Keras := MODULE # Error occurred, but no string returned. So we do an assert to convey the error. assert 1 == 0, format_exc('Evaluate') ENDEMBED; + + /** + *Evaluate the ROC/AUC of the model. + */ + EXPORT STREAMED DATASET(metrics) RocAucScore( + STREAMED DATASET(t_Tensor) x, + STREAMED DATASET(t_Tensor) y, + UNSIGNED4 seqId, + UNSIGNED modelid = 0) := + EMBED(Python: globalscope(globalScope), persist('query'), activity) + try: + from sklearn.metrics import roc_auc_score + mod = modcache[modelid] + # Convert x data to a numpy array + xA = Tens2NpList(x, recordOriented = True) + # Convert y data to a numpy array + yA = Tens2NpList(y, recordOriented = True) + outRecs = [] + # Restore the keras / tensorflow context for this model. + tfSession = sesscache[modelid] + with tfSession.as_default(): + with tfSession.graph.as_default(): + # Evaluate the Keras model + yPredictions = mod.predict(xA) + auc = roc_auc_score(yA[0], yPredictions) #returns a float type + outRecs.append((0,'AUC_ROC', float(auc))) + #outRecs.append((0,str(yPredictions.shape), float(1))) + #outRecs.append((1,str(xA[0].shape), float(1))) + #outRecs.append((2,str(yA[0].shape), float(1))) + #outRecs.append((4,str(auc), float(1))) + return outRecs + except: + # Error occurred, but no string returned. So we do an assert to convey the error. + assert 1 == 0, format_exc('RocAucScore') + ENDEMBED; + + /** * Use the Keras model to predict the output for a set * of independent (x) data. From 530d9dc46a20270c6a4df1d42eeb95f46328d543 Mon Sep 17 00:00:00 2001 From: robby-workstation Date: Fri, 28 Aug 2020 11:45:21 -0400 Subject: [PATCH 7/9] Update GNNI.ecl --- GNNI.ecl | 111 ++++++++++++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 105 insertions(+), 6 deletions(-) diff --git a/GNNI.ecl b/GNNI.ecl index 33f1827..38adde3 100644 --- a/GNNI.ecl +++ b/GNNI.ecl @@ -128,12 +128,12 @@ EXPORT GNNI := MODULE * * @return A session token (UNSIGNED4) to identify this session. */ - EXPORT UNSIGNED4 GetSession() := FUNCTION + EXPORT UNSIGNED4 GetSession(INTEGER numPhysicalComps = -1) := FUNCTION initDat := DATASET(1, TRANSFORM(initParms, SELF.nodeId := nodeId, SELF.nNodes := nNodes, SELF.maxSliceSize := Tensor.MAX_SLICE), LOCAL); - kstatus := ASSERT(Keras.Init(initDat), LENGTH(text) = 0, 'GetSession Exception: ' + text, FAIL); + kstatus := ASSERT(Keras.Init(initDat, numPhysicalComps), LENGTH(text) = 0, 'GetSession Exception: ' + text, FAIL); status := reduceResults(kstatus); model := IF(LENGTH(status) = 0, getToken(0), 0); RETURN model; @@ -424,8 +424,10 @@ EXPORT GNNI := MODULE EXPORT UNSIGNED4 Fit(UNSIGNED4 model, DATASET(t_Tensor) x, DATASET(t_Tensor) y, - UNSIGNED4 batchSize = 100, - UNSIGNED4 numEpochs = 1) := FUNCTION + UNSIGNED4 batchSize = 100, //RK - now this should be the weight aggregate interval size. + UNSIGNED4 numEpochs = 1, + UNSIGNED4 miniBatch = 32 //RK - mini batch is the keras batch size. GNN batch should be larger than actual batch for performance reasons + ) := FUNCTION kModelId := model DIV kerasIdFactor; // Get the initial weights to use initWts0 := GetWeights(model); @@ -449,7 +451,9 @@ EXPORT GNNI := MODULE batchPos := (batchNum-1) * batchSize + 1; xBatch := int.TensExtract(xAl, batchPos, batchSize); yBatch := int.TensExtract(yAl, batchPos, batchSize); - wtChanges0 := IF(EXISTS(yBatch), Keras.FitBatch(wts2, xBatch, yBatch, obscure(model), epochNum, kModelId), DATASET([], t_Tensor)); + wtChanges0 := IF(EXISTS(yBatch), Keras.FitBatch(wts2, xBatch, yBatch, obscure(model), epochNum, kModelId, miniBatch), DATASET([], t_Tensor)); + rkLog := Syslog.addWorkunitInformation('RKLOG - Keras.FitBatch iteration: ' + batchNum + ', Epoch: ' + epochNum + ', OldBatchSize(): ' + (string)batchSize); + //rkLog := OUTPUT(xBatch); // Move all the changes for a given wi and slice to the same node. Each // node has a set of wi/sliceIds to roll up. Note that the original // weights are already replicated to all nodes. @@ -462,7 +466,7 @@ EXPORT GNNI := MODULE batchLoss := IF(EXISTS(newWts), GetLoss(model + (batchesPerEpoch * (epochNum-1)) + batchNum), 1.0); logProgress2 := Syslog.addWorkunitInformation('Training Status (2): ModelId = ' + kModelId + ', Epoch = ' + epochNum + ', Batch = ' + batchNum + ', Loss = ' + batchLoss); - RETURN newWts; + RETURN WHEN(newWts, rkLog); END; epochWts := LOOP(wts1, batchesPerEpoch, doBatch(ROWS(LEFT), COUNTER)); epochLoss := IF(EXISTS(epochWts), GetLoss(model + (batchesPerEpoch * (epochNum-1))), 1.0); @@ -474,6 +478,71 @@ EXPORT GNNI := MODULE finalWts := LOOP(initWts, numEpochs, doEpoch(ROWS(LEFT), COUNTER)); RETURN IF(EXISTS(finalWts), getToken(model + numEpochs * numEpochs), 0); END; // Fit + + //RK - this NCCL Fit function is a modification of the FIT above. It is to be used with the coresponding GNN.keras changes too + // this will allow for data parallelism accross mutliple GPUs and use NCCL (direct GPU communication) to aggregate weights + // Only applicable when with an NVIDIA GPU count >=2 + // Use ECL to aggregate weights every epoch and NCCL to aggregate weights more often between the two. Don't need to agregate weights + // via ECL if only using GPU nodes on one machine, the weight updates via NCCL will acomplish the same goal + // Thus, use batch size such that th + EXPORT UNSIGNED4 NCCLFit(UNSIGNED4 model, + DATASET(t_Tensor) x, + DATASET(t_Tensor) y, + UNSIGNED4 batchSize = 100, //RK - now this should be the weight aggregate interval size. + UNSIGNED4 numEpochs = 1, + UNSIGNED4 miniBatch = 32 //RK - mini batch is the keras batch size. GNN batch should be larger than actual batch for performance reasons + ) := FUNCTION + kModelId := model DIV kerasIdFactor; + // Get the initial weights to use + initWts0 := GetWeights(model); + // We get the weights from the first node and then copy them to all nodes + // so that everybody starts with the same weights + initWts := Tensor.R4.Replicate(initWts0); + // Align the X and Y tensor lists so that we will get the corresponding records on the same nodes + // for each input and output tensor. + maxInputWi := MAX(x, wi); + // Change the wi's for outputs (y) so that they are after the input wi's + y1 := PROJECT(y, TRANSFORM(RECORDOF(LEFT), SELF.wi := LEFT.wi + maxInputWi, SELF := LEFT), LOCAL); + aligned := Tensor.R4.AlignTensors(x + y1); + // Now change the Y's wi back to the original numbers + xAl := aligned(wi <= maxInputWi); + yAl := PROJECT(aligned(wi > maxInputWi), TRANSFORM(RECORDOF(LEFT), SELF.wi := LEFT.wi - maxInputWi, SELF := LEFT), LOCAL); + totalRecords := Tensor.R4.GetRecordCount(yAl); + batchesPerEpoch := ROUNDUP(totalRecords / nNodes / batchSize); + DATASET(t_Tensor) doEpoch(DATASET(t_Tensor) wts1, UNSIGNED epochNum) := FUNCTION + DATASET(t_Tensor) doBatch(DATASET(t_Tensor) wts2, UNSIGNED batchNum) := FUNCTION + // Train the model and Get the weight changes from each node + batchPos := (batchNum-1) * batchSize + 1; + xBatch := int.TensExtract(xAl, batchPos, batchSize); + yBatch := int.TensExtract(yAl, batchPos, batchSize); + wtChanges0 := IF(EXISTS(yBatch), Keras.FitBatchNCCL(wts2, xBatch, yBatch, obscure(model), epochNum, kModelId, miniBatch), DATASET([], t_Tensor)); + rkLog := Syslog.addWorkunitInformation('RKLOG - Keras.FitBatch iteration: ' + batchNum + ', Epoch: ' + epochNum + ', OldBatchSize(Batch Size per Computational Node): ' + batchSize); + // Move all the changes for a given wi and slice to the same node. Each + // node has a set of wi/sliceIds to roll up. Note that the original + // weights are already replicated to all nodes. + wtChanges := DISTRIBUTE(wtChanges0, wi + sliceId); + // Sum up the original weights (de-replicated) and all changes for each wi and slice + newWts := rollUpdates(wts2((wi + sliceId) % nNodes = nodeId), wtChanges); + // Note: newWts have been replicated to all nodes by rollUpdates. + // We use obscure to prevent the ECL compiler from treating GetLoss as a + // constant + batchLoss := IF(EXISTS(newWts), GetLoss(model + (batchesPerEpoch * (epochNum-1)) + batchNum), 1.0); + logProgress2 := Syslog.addWorkunitInformation('Training Status (2): ModelId = ' + + kModelId + ', Epoch = ' + epochNum + ', Batch = ' + batchNum + ', Loss = ' + batchLoss); + RETURN WHEN(newWts, rkLog); + END; + epochWts := LOOP(wts1, batchesPerEpoch, doBatch(ROWS(LEFT), COUNTER)); + epochLoss := IF(EXISTS(epochWts), GetLoss(model + (batchesPerEpoch * (epochNum-1))), 1.0); + //epochLoss := IF(EXISTS(epochWts), GetLoss(obscure(model)), 1.0); + logProgress := Syslog.addWorkunitInformation('Training Status: ModelId = ' + + kModelId + ', Epoch = ' + epochNum + ', Loss = ' + epochLoss); + RETURN WHEN(epochWts, logProgress); + END; + finalWts := LOOP(initWts, numEpochs, doEpoch(ROWS(LEFT), COUNTER)); + RETURN IF(EXISTS(finalWts), getToken(model + numEpochs * numEpochs), 0); + END; // NCCL FIT + + /** * Determine the loss and other metrics in order to evaluate * the model. @@ -516,6 +585,36 @@ EXPORT GNNI := MODULE SELF := LEFT), LOCAL); RETURN metrics; END; + + /** + * This produces an ROC/AUC score for measuring NN performance. + */ + + EXPORT DATASET(Types.metrics) RocAucScore(UNSIGNED4 model, + DATASET(t_Tensor) x, + DATASET(t_Tensor) y) := FUNCTION + kModelId := model DIV kerasIdFactor; + // Align the X and Y tensor lists so that we will get the corresponding records on the same nodes + // for each input and output tensor. + maxInputWi := MAX(x, wi); + // Change the wi's for outputs (y) so that they are after the input wi's + y1 := PROJECT(y, TRANSFORM(RECORDOF(LEFT), SELF.wi := LEFT.wi + maxInputWi, SELF := LEFT), LOCAL); + aligned := Tensor.R4.AlignTensors(x + y1); + // Now change the Y's wi back to the original number + xAl := aligned(wi <= maxInputWi); + yAl := PROJECT(aligned(wi > maxInputWi), TRANSFORM(RECORDOF(LEFT), SELF.wi := LEFT.wi - maxInputWi, SELF := LEFT), LOCAL); + m0 := Keras.RocAucScore(xAl, yAl, model, kModelId); + m1 := DISTRIBUTE(m0, metricId); + m2 := TABLE(m1, + {metricId, metricName, avgVal := AVE(GROUP, value)}, + metricId, metricName, LOCAL); + metrics := PROJECT(m2, TRANSFORM(Types.metrics, + SELF.value := LEFT.avgVal, + SELF := LEFT), LOCAL); + RETURN metrics; + END; + + /** * Predict the results using the trained model. *

    The X tensor represents the independent (input) data From 73ed4a6dbfd7e83f745baf2a3e991051c3e8cf89 Mon Sep 17 00:00:00 2001 From: robby-workstation Date: Fri, 28 Aug 2020 12:17:41 -0400 Subject: [PATCH 8/9] added MNIST test data --- Test/Datasets/MNIST/README.MD | 3 +++ Test/Datasets/MNIST/mnist_test_noheader | Bin 0 -> 7850000 bytes Test/Datasets/MNIST/mnist_train_noheader | Bin 0 -> 47100000 bytes 3 files changed, 3 insertions(+) create mode 100644 Test/Datasets/MNIST/README.MD create mode 100644 Test/Datasets/MNIST/mnist_test_noheader create mode 100644 Test/Datasets/MNIST/mnist_train_noheader diff --git a/Test/Datasets/MNIST/README.MD b/Test/Datasets/MNIST/README.MD new file mode 100644 index 0000000..9fe34ef --- /dev/null +++ b/Test/Datasets/MNIST/README.MD @@ -0,0 +1,3 @@ +# MNIST FOR GNN + +Spray the two files as fixed 785 length. 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