results/config-.json

{"train_image_length": 500, "test_image_length": 100, "val_image_length": 50, "gpus": "", "gpusNum": 1, "allowGrowth": false, "maxMemory": 1.0, "parallel": true, "workers": 1, "taskSize": 8, "useCPU": false, "restore": true, "restoreEpoch": 0, "weightsToKeep": 2, "saveEvery": 3000, "calleEvery": 1500, "saveSubset": false, "trainSubset": false, "varSubset": [], "dataset": "PDF", "dataBasedir": "./", "generatedPrefix": "gennew", "featureType": "norm_128x32", "train": false, "evalTrain": true, "test": false, "finalTest": false, "retainVal": true, "getPreds": false, "getAtt": false, "analysisType": "", "trainedNum": 0, "testedNum": 0, "noBucket": false, "noRebucket": false, "tOnlyChain": false, "vOnlyChain": false, "tMaxQ": 0, "tMaxP": 0, "vMaxQ": 0, "vMaxP": 0, "tFilterOp": 0, "vFilterOp": 0, "extra": false, "trainExtra": false, "alterExtra": false, "alterNum": 1, "extraVal": false, "finetuneNum": 0, "useEMA": true, "emaDecayRate": 0.999, "batchSize": 64, "epochs": 100, "lr": 0.0001, "lrReduce": true, "lrDecayRate": 0.5, "earlyStopping": 0, "adam": true, "l2": 0, "clipGradients": true, "gradMaxNorm": 8, "memoryBN": false, "stemBN": false, "outputBN": false, "bnDecay": 0.999, "bnCenter": false, "bnScale": false, "encInputDropout": 0.85, "encStateDropout": 1.0, "stemDropout": 0.82, "qDropout": 0.92, "memoryDropout": 0.85, "readDropout": 0.85, "writeDropout": 1.0, "outputDropout": 0.85, "parametricDropout": false, "encVariationalDropout": false, "memoryVariationalDropout": true, "relu": "ELU", "mulBias": 0.0, "imageLinPool": 2, "useBaseline": false, "baselineLSTM": false, "baselineCNN": false, "baselineAtt": false, "baselineProjDim": 64, "baselineAttNumLayers": 2, "baselineAttType": "ADD", "stemDim": 512, "stemNumLayers": 2, "stemKernelSize": 3, "stemKernelSizes": null, "stemStrideSizes": null, "stemLinear": false, "stemGridRnn": false, "stemGridRnnMod": "RNN", "stemGridAct": "NON", "locationAware": false, "locationType": "L", "locationBias": 1.0, "locationDim": 32, "encType": "LSTM", "encDim": 512, "encNumLayers": 1, "encBi": true, "encProj": false, "encProjQAct": "NON", "wrdEmbDim": 300, "wrdEmbRandom": true, "wrdEmbUniform": true, "wrdEmbScale": 1.0, "wrdEmbFixed": false, "wrdEmbUnknown": false, "ansEmbMod": "NON", "answerMod": "NON", "outClassifierDims": [512], "outImage": false, "outImageDim": 1024, "outQuestion": true, "outQuestionMul": false, "netLength": 16, "memDim": 512, "ctrlDim": 512, "attDim": 512, "unsharedCells": false, "initCtrl": "Q", "initMem": "PRM", "initKBwithQ": "NON", "addNullWord": false, "controlWholeQ": false, "controlContinuous": false, "controlContextual": true, "controlInWordsProj": false, "controlOutWordsProj": false, "controlInputUnshared": true, "controlInputAct": "TANH", "controlFeedPrev": false, "controlFeedPrevAtt": false, "controlFeedInputs": false, "controlContAct": "NON", "controlConcatWords": false, "controlProj": false, "controlProjAct": "NON", "readProjInputs": true, "readProjShared": false, "readMemAttType": "MUL", "readMemConcatKB": true, "readMemConcatProj": true, "readMemProj": true, "readMemAct": "RELU", "readCtrl": true, "readCtrlAttType": "MUL", "readCtrlConcatKB": false, "readCtrlConcatProj": false, "readCtrlConcatInter": false, "readCtrlAct": "RELU", "readSmryKBProj": false, "writeInputs": "BOTH", "writeConcatMul": false, "writeInfoProj": false, "writeInfoAct": "NON", "writeSelfAtt": false, "writeSelfAttMod": "NON", "writeMergeCtrl": false, "writeMemProj": true, "writeMemAct": "NON", "writeGate": false, "writeGateShared": false, "writeGateBias": 1.0, "dataPath": ".//PDF_v1/data", "datasetFilename": "PDF_{tier}_questions.json", "wordVectorsFile": "./PDF_v1/data/glove/glove.6B.300d.txt", "imageDims": [14, 14, 1024], "programLims": [5, 10, 15, 20], "questionLims": [10, 15, 20, 25]}