swh:1:snp:f50ab94432af916b5fb8b4ad831e8dddded77084
- HEAD
- refs/heads/2.0rc/breakingChanges
- refs/heads/Aghagolzadeh-brainscript_useV2Aggregator_true
- refs/heads/Aghagolzadeh-dockerfile_AzurebatchAI
- refs/heads/BMUF-float16
- refs/heads/BMUF_fp16
- refs/heads/CUDA-elementwise-rework
- refs/heads/Compliance2.2
- refs/heads/Dev
- refs/heads/KaldiReaderOnWindows
- refs/heads/LastKnownGood
- refs/heads/MasterBeforeRemovingUnusedCode
- refs/heads/aayushg/Seq2SeqRepro
- refs/heads/aayushg/autoencoder
- refs/heads/aayushg/seq2seqChanges
- refs/heads/aforesti/compnetwork-constructors
- refs/heads/alahiri/distrib-reading-LMSequenceReader
- refs/heads/alexeyk/bn
- refs/heads/alexeyk/bn_fix
- refs/heads/alexeyk/conv_fix
- refs/heads/alexeyk/conv_tests
- refs/heads/alexeyk/cudnn3
- refs/heads/alexeyk/legacy
- refs/heads/alexeyk/logsum
- refs/heads/alexeyk/perf
- refs/heads/alexeyk/tests
- refs/heads/alexeyo/1bit-SGD-License-Update-Do-Not-Integrate
- refs/heads/alexeyo/Docker-Image
- refs/heads/alexeyo/ReadMe-News-February-10
- refs/heads/alexeyo/fix-linux-configure-script
- refs/heads/alexeyo/fix-linux-install-mpi-path
- refs/heads/alexeyo/test-winodows-drop-new-file-names
- refs/heads/alrezni/MatrixQuantizerTestsFailRepro
- refs/heads/alrezni/RandomGeneratorCpu
- refs/heads/alrezni/RandomUniform
- refs/heads/alrezni/ReseedCudaGenerator
- refs/heads/alrezni/bptt_ctf
- refs/heads/alrezni/checkpointing_v2
- refs/heads/alrezni/ctf_nan
- refs/heads/alrezni/cuda_reset_test
- refs/heads/alrezni/divering_loss_with_checkpointing
- refs/heads/alrezni/fix_pytests
- refs/heads/alrezni/index_cache
- refs/heads/alrezni/learners_v2
- refs/heads/alrezni/learners_v2_serialization
- refs/heads/alrezni/learners_v2_uts
- refs/heads/alrezni/mlf_fix
- refs/heads/alrezni/mpi_lib_loading
- refs/heads/alrezni/proposal_layer
- refs/heads/alrezni/reader_randomization_test
- refs/heads/alrezni/simple_mnist_repro
- refs/heads/alrezni/text_reader_benchmark
- refs/heads/alrezni/v2_communicator
- refs/heads/alrezni/xpacker
- refs/heads/alrezni/xpacker2
- refs/heads/amitaga/apiChangesForRC
- refs/heads/amitaga/batchNorm
- refs/heads/amitaga/beta11BugFixes
- refs/heads/amitaga/bn
- refs/heads/amitaga/cudaErrorBugFix
- refs/heads/amitaga/cudaMemCheckForE2ETests
- refs/heads/amitaga/dataInteropFeatures
- refs/heads/amitaga/fix1BitPerf
- refs/heads/amitaga/fixSimpleAggregatorPerf
- refs/heads/amitaga/htkmlfreaderMemoryOptimizations
- refs/heads/amitaga/mblayoutMismatchError
- refs/heads/amitaga/memoryDebug
- refs/heads/amitaga/noDEBUG
- refs/heads/amitaga/sparseMemAllocFix
- refs/heads/amitaga/v2Library
- refs/heads/arturl-uwp-doc
- refs/heads/arturl-uwp-sample
- refs/heads/arturl-uwp-sample-pick-model
- refs/heads/barlaso/SampledTimes
- refs/heads/binbzha/backstitch
- refs/heads/binbzha/fsmn
- refs/heads/binbzha/latency-control-blstm
- refs/heads/binbzha/latency-control-blstm-2.5
- refs/heads/binbzha/low-frame-rate
- refs/heads/binbzha/tf-lstm-refine
- refs/heads/binxu/LeakyReLU
- refs/heads/bmitra/NDRMReader
- refs/heads/bmitra/fix
- refs/heads/boren/bfsmn_binary_mlf_2.6
- refs/heads/boren/bfsmn_binary_mlf_on_release_2.6
- refs/heads/boren/bfsmn_binary_mlf_on_release_2.7
- refs/heads/boren/release_2.6_kax_fsmn
- refs/heads/bospoort-maartenb/cntk_103a
- refs/heads/bowbao/arguments_order
- refs/heads/bowbao/cuda10
- refs/heads/bowbao/freedim_perf
- refs/heads/bowbao/mkl_asym_pad_and_channel_pad
- refs/heads/bowbao/mkl_channel_pad
- refs/heads/bowbao/nightly-fix
- refs/heads/bowbao/onnx_conv_kerneldim
- refs/heads/bowbao/onnx_flatten
- refs/heads/bowbao/onnx_gather_prelu
- refs/heads/bowbao/onnx_init_typetoproto
- refs/heads/bowbao/onnx_lrn_mvn_layerNorm
- refs/heads/bowbao/onnx_match_number
- refs/heads/bowbao/onnx_matmul_gemm
- refs/heads/bowbao/onnx_models_unittest
- refs/heads/bowbao/onnx_slice
- refs/heads/bowbao/onnxrt
- refs/heads/bowbao/onnxrt_stage
- refs/heads/bowbao/onnxruntime_ci
- refs/heads/bowbao/onnxruntime_ci_stage
- refs/heads/bowbao/overhaul_conv_export
- refs/heads/bowbao/preserve_work
- refs/heads/bowbao/protobuf_version
- refs/heads/bowbao/seqconv
- refs/heads/bowbao/seqconv_perf
- refs/heads/bowbao/seqconv_profiling
- refs/heads/bowbao/seqconv_v2
- refs/heads/bowbao/seqconv_v2_stage
- refs/heads/bowbao/update_onnx
- refs/heads/bowbao/update_onnx_stage
- refs/heads/bowbao/update_onnx_stage_cr
- refs/heads/bowbao/update_onnx_stage_cr_v14
- refs/heads/broda/tolower
- refs/heads/cazhan/lu-seq-reader
- refs/heads/chanliu/AMTrain
- refs/heads/chanliu/TSLearn
- refs/heads/chaojunl/lfmmi
- refs/heads/chaojunl/smbr
- refs/heads/chazhang/faster_rcnn
- refs/heads/chazhang/pretrain
- refs/heads/chenta/add_keras_learner
- refs/heads/chenta/align_axis_indices
- refs/heads/chenta/auto_broadcast_binary_op
- refs/heads/chenta/crash_investigate
- refs/heads/chenta/disable_omp
- refs/heads/chenta/distPerf
- refs/heads/chenta/expose_gradient_api
- refs/heads/chenta/fix_conv_crash
- refs/heads/chenta/fix_crash
- refs/heads/chenta/fix_gather_bug
- refs/heads/chenta/fix_nightly_build_crash
- refs/heads/chenta/fix_slice_free_dimension
- refs/heads/chenta/free_dimension_pooling
- refs/heads/chenta/freedimension_test
- refs/heads/chenta/keras-final
- refs/heads/chenta/keras_learner
- refs/heads/chenta/lotus_test
- refs/heads/chenta/nightly_crash
- refs/heads/chenta/padding
- refs/heads/chenta/print_omp_thread
- refs/heads/chenta/profile_test
- refs/heads/chenta/reverse_support
- refs/heads/chenta/splice
- refs/heads/chenta/test
- refs/heads/chenta/times
- refs/heads/chenta/univeral-learner
- refs/heads/chenta/unpack_batch_grad_fix
- refs/heads/chenzhehuai/lfbmmi-negstream
- refs/heads/chenzhehuai/lfbmmi-negstream-sil
- refs/heads/clemensm/cntkmkl
- refs/heads/clemensm/cntkmkl-evalx
- refs/heads/clemensm/dynamicaxis
- refs/heads/clemensm/fixseqcla
- refs/heads/clemensm/mblayouts
- refs/heads/clemensm/perf2
- refs/heads/clemensm/perf4
- refs/heads/clemensm/perf4b
- refs/heads/clemensm/profiler
- refs/heads/clemensm/quantmultiply2
- refs/heads/clemensm/runtimeopt
- refs/heads/clemensm/s2s
- refs/heads/cntk_agg
- refs/heads/cntkteam/new_onnx_without_batch_axis
- refs/heads/cntkteam/onnx1.0
- refs/heads/cntkteam/onnx1.2
- refs/heads/cntkteam/onnx_without_batch_axis
- refs/heads/csnugetquickfix
- refs/heads/dapisani/center_loss
- refs/heads/dapisani/cntk_converter
- refs/heads/dongyu/addhypertune
- refs/heads/dongyu/htkreaderext
- refs/heads/dongyu/writerfix
- refs/heads/duli/histogram
- refs/heads/duli/tensorboard_image
- refs/heads/duli/tensorboard_image1
- refs/heads/duli/tensorboard_image2
- refs/heads/duli/tensorboard_staging
- refs/heads/ebarsoum/cleanup
- refs/heads/ebarsoum/cntkv2doc
- refs/heads/ebarsoum/dilation_with_padding
- refs/heads/ebarsoum/emotion
- refs/heads/ebarsoum/inceptionv3
- refs/heads/ebarsoum/iteration
- refs/heads/ebarsoum/layerconv
- refs/heads/ebarsoum/pixelcnn
- refs/heads/ebarsoum/png16
- refs/heads/eldak/adaptiveLearningRate
- refs/heads/eldak/addingMLFTests
- refs/heads/eldak/addingPerDimMeanVarDeNormalization
- refs/heads/eldak/alignedBundler
- refs/heads/eldak/cesparsebs
- refs/heads/eldak/chunkDiagnostics
- refs/heads/eldak/clonePreservingIds
- refs/heads/eldak/codeGen4
- refs/heads/eldak/compositeInMemory
- refs/heads/eldak/exposingCWrapperForHalide
- refs/heads/eldak/exposingGPUThruC
- refs/heads/eldak/exposingSequenceIdFromMinibatchData
- refs/heads/eldak/fixingBatchNorm
- refs/heads/eldak/fixingBlockReplace
- refs/heads/eldak/fixingCrop
- refs/heads/eldak/fixingMaskForEval
- refs/heads/eldak/fixingUDInitialization
- refs/heads/eldak/forJacob
- refs/heads/eldak/gpuPrefetchGpuTranspose
- refs/heads/eldak/includingCNTKLibraryC
- refs/heads/eldak/investigatingBM
- refs/heads/eldak/jdEvalC
- refs/heads/eldak/maxNumSequences
- refs/heads/eldak/muditsChanges
- refs/heads/eldak/muditsChanges2
- refs/heads/eldak/muditsChanges3
- refs/heads/eldak/netRefactoring
- refs/heads/eldak/noRandomizerChunking
- refs/heads/eldak/opencv32
- refs/heads/eldak/optimizeO
- refs/heads/eldak/optimizingMBSize
- refs/heads/eldak/optimizingSparseRead
- refs/heads/eldak/parallelPacking
- refs/heads/eldak/refactoringForInference
- refs/heads/eldak/refactoringForInference2
- refs/heads/eldak/renamingManual
- refs/heads/eldak/retryToOpenFile
- refs/heads/eldak/sequenceKeyLength
- refs/heads/eldak/tempFixInVectorMax
- refs/heads/eldak/ud
- refs/heads/eldak/udRandom
- refs/heads/eldak/udRandom2
- refs/heads/fmegen/eval-internal-test
- refs/heads/fmegen/eval-vs2015
- refs/heads/fmegen/eval-vs2015_2
- refs/heads/fmegen/linux-debian
- refs/heads/fmegen/vs2015/changing-project-files
- refs/heads/fseide/99
- refs/heads/fseide/complexity
- refs/heads/fseide/cudnn5
- refs/heads/fseide/dynamite
- refs/heads/fseide/e2easr
- refs/heads/fseide/fixAsMatrix
- refs/heads/fseide/fixLoad
- refs/heads/fseide/fixSamples
- refs/heads/fseide/kdd
- refs/heads/fseide/ndops
- refs/heads/fseide/netlib
- refs/heads/fseide/pathPrefix
- refs/heads/fseide/refactor_nodes
- refs/heads/fseide/s2s
- refs/heads/fseide/s2sd
- refs/heads/fseide/s2sd5
- refs/heads/fseide/s2spy
- refs/heads/fseide/seqtest
- refs/heads/fseide/testlstm
- refs/heads/gaizna/cntk_readerless
- refs/heads/gaizna/eval_import_lib
- refs/heads/gaizna/writeminibatch_fix
- refs/heads/gather_from_target
- refs/heads/gather_op
- refs/heads/giwye/lightrnn
- refs/heads/gloch/fix_native_proposallayerlib
- refs/heads/gorand/lstm_experiments
- refs/heads/guoli/EMBR
- refs/heads/guoye/EMBR
- refs/heads/guoye/EMBR1
- refs/heads/guoye/RNNT_eval_cuda10_embr_1
- refs/heads/guoye/RNNT_eval_cuda10_embr_hao_decoder
- refs/heads/guoye/dcfsmn
- refs/heads/guoye/dcfsmn1
- refs/heads/guoye/dcfsmn1_debug
- refs/heads/guoye/dcfsmn2
- refs/heads/guoye/dcfsmn4
- refs/heads/guoye/dcfsmn5
- refs/heads/guoye/dcfsmn6
- refs/heads/guoye/master_debug
- refs/heads/guoye/merge_embr
- refs/heads/guoye/merge_embr_final
- refs/heads/guoye/merge_embr_final_v1
- refs/heads/hecli/PostReleaseMerge
- refs/heads/hjl/Char-RNN-Example
- refs/heads/huhu/RNNT_SR_master
- refs/heads/hunter/fast-rcnn
- refs/heads/hunter/fast-rcnn2
- refs/heads/hunter/fix-write
- refs/heads/issaca
- refs/heads/iu.triplet_loss
- refs/heads/iu_layer
- refs/heads/ivanst/profiler
- refs/heads/ivanst/profiler2
- refs/heads/ivanst/profiler3
- refs/heads/ivanst/profiler5
- refs/heads/ivanst/profiler_20160510
- refs/heads/ivanst/profiler_20161108
- refs/heads/ivanst/profiler_chr
- refs/heads/ivanst/profiler_cr
- refs/heads/ivanst/profiler_dir
- refs/heads/ivanst/profiler_ovr
- refs/heads/ivanst/temp
- refs/heads/ivanst/temp2
- refs/heads/jacde/CNTKEvalPlainCAPI
- refs/heads/jacde/PlainCAPIPlaceholder
- refs/heads/jaliyaek/htk_test
- refs/heads/jaliyaek/int16
- refs/heads/jdroppo/ceiling-mbsize
- refs/heads/jdroppo/ceiling-mbsize_conttrain
- refs/heads/jdroppo/cudnn-rnn-lstm
- refs/heads/jdroppo/cudnn-rnn-lstm-lfmmi
- refs/heads/jewong/RNNT_SE_TS
- refs/heads/jiajia/DropOutParam2
- refs/heads/jiajia/IRMetricV2
- refs/heads/jiajia/IRMetricV4
- refs/heads/jiajia/cdssm
- refs/heads/jiajia/cdssm2
- refs/heads/jiajia/cdssm3
- refs/heads/jiajia/loglossfix
- refs/heads/jiajia/ndcgcost
- refs/heads/jianblin/CDenseReader
- refs/heads/jianblin/CDenseReader1
- refs/heads/jianluan/test1
- refs/heads/jiashua/CSparsePCReader
- refs/heads/jieli/CTC
- refs/heads/jieli/LFMMI
- refs/heads/jlie/CSparseDensePCReader
- refs/heads/jlie/CSparsePCReader
- refs/heads/jlie/SparseDensePCReader
- refs/heads/jqian/fixnccl
- refs/heads/jqian/logcublas
- refs/heads/jqian/nonccl
- refs/heads/jqian/wip_io
- refs/heads/kate/dockerFile
- refs/heads/kedeng/boostAsync
- refs/heads/kedeng/cpuNcclFix
- refs/heads/kedeng/cuda92
- refs/heads/kedeng/custom_json
- refs/heads/kedeng/fix
- refs/heads/kedeng/fix2963
- refs/heads/kedeng/fixAutopad
- refs/heads/kedeng/fixCrash
- refs/heads/kedeng/mkldnn
- refs/heads/kedeng/mkldnn2
- refs/heads/kedeng/mkldnn_merge
- refs/heads/kedeng/ncclUUID
- refs/heads/kedeng/oldPackThreshold
- refs/heads/kedeng/perfTest
- refs/heads/kedeng/profileReader
- refs/heads/kedeng/yanchen/custom-attrs
- refs/heads/kyiwasak/faster-rcnn-distributed
- refs/heads/lakshayg-asinh
- refs/heads/lakshayg-atanh
- refs/heads/lakshayg-swish
- refs/heads/lewlu/ResNet-V2
- refs/heads/lewlu/densenet
- refs/heads/lewlu/facereaderopt
- refs/heads/lewlu/inceptionv3-py
- refs/heads/lewlu/msra-face
- refs/heads/lewlu/msra-face-dist
- refs/heads/lewlu/optimizer
- refs/heads/lewlu/python-disableRegInBN
- refs/heads/lewlu/rmsprop
- refs/heads/lewlu/ssgd_experiment_wofixedkernel
- refs/heads/lewlu/subminibatch-test
- refs/heads/lewlu/update-aspectratio-limit
- refs/heads/lingfw/adadelta_bs
- refs/heads/lingfw/conttrain-ceiling-mbsize
- refs/heads/lingfw/lfbmmi-negstream
- refs/heads/lingfw/lfmmi
- refs/heads/linqul/merge_ebmr
- refs/heads/linqul/merge_ebmr_v2
- refs/heads/linux-gcc
- refs/heads/liqun/2954
- refs/heads/liqun/Broadcast1252970
- refs/heads/liqun/CSApiHighLevel
- refs/heads/liqun/Lang
- refs/heads/liqun/Misc2.6
- refs/heads/liqun/Misc2.6Stage
- refs/heads/liqun/Misc2.6Stage2
- refs/heads/liqun/Mise2.6_2
- refs/heads/liqun/NewSequenceSliceStage
- refs/heads/liqun/NewSequenceSliceStage2
- refs/heads/liqun/NewSequenceSliceStage2Stage
- refs/heads/liqun/OfficeModel2
- refs/heads/liqun/OfficeModel2Stage
- refs/heads/liqun/OfficeModel2Stage2
- refs/heads/liqun/OfficeModel2Stage3
- refs/heads/liqun/RNN2.6
- refs/heads/liqun/SequenceSlice
- refs/heads/liqun/SequenceSliceStage
- refs/heads/liqun/SymbolicBatch
- refs/heads/liqun/TopK
- refs/heads/liqun/TopKStage
- refs/heads/liqun/fixp27
- refs/heads/liqun/fixp27Stage
- refs/heads/liqun/gslfix
- refs/heads/liqun/gslfixstage
- refs/heads/liqun/hashDev
- refs/heads/liqun/issue3428
- refs/heads/liqun/issues
- refs/heads/liqun/iter2.6
- refs/heads/liqun/liqun/RNN2.6.Stage
- refs/heads/liqun/liqun/scan6Stage2
- refs/heads/liqun/memleak
- refs/heads/liqun/onnx.cast
- refs/heads/liqun/onnx.cast.stage
- refs/heads/liqun/onnx1.3
- refs/heads/liqun/onnx1.3Stage
- refs/heads/liqun/onnx1.3Stage2
- refs/heads/liqun/onnx_axis
- refs/heads/liqun/onnx_axis_stage
- refs/heads/liqun/protobuf.upgrade
- refs/heads/liqun/remove-crosstalkcaffe-test
- refs/heads/liqun/scan
- refs/heads/liqun/scan10
- refs/heads/liqun/scan10Stage
- refs/heads/liqun/scan11
- refs/heads/liqun/scan11Stage
- refs/heads/liqun/scan12
- refs/heads/liqun/scan13
- refs/heads/liqun/scan14
- refs/heads/liqun/scan2
- refs/heads/liqun/scan2Stage
- refs/heads/liqun/scan2Stage2
- refs/heads/liqun/scan3
- refs/heads/liqun/scan3Stage
- refs/heads/liqun/scan4
- refs/heads/liqun/scan4Stage
- refs/heads/liqun/scan5
- refs/heads/liqun/scan5Stage
- refs/heads/liqun/scan6
- refs/heads/liqun/scan6Stage
- refs/heads/liqun/scan7
- refs/heads/liqun/scan7Stage
- refs/heads/liqun/scan8
- refs/heads/liqun/scan8Stage
- refs/heads/liqun/scan9
- refs/heads/liqun/seqops
- refs/heads/liqun/seqopsStage
- refs/heads/liqun/topk2
- refs/heads/liqun/wrap_maxlpool_with_reshape
- refs/heads/liwchang/StagePreorderTraverse4
- refs/heads/liwchang/diagTimesBackCompat
- refs/heads/liwchang/stagingDiagTimesFix
- refs/heads/lnunes/add-class-activation-map-example
- refs/heads/lnunes/cpu_conv_engine_improvements
- refs/heads/lnunes/remove-gpu-nms
- refs/heads/mahilleb/AsyncThrow
- refs/heads/mahilleb/BaselineNew
- refs/heads/mahilleb/CheckGitVsVs
- refs/heads/mahilleb/CmakeWip
- refs/heads/mahilleb/Cntkv2DelayLoad
- refs/heads/mahilleb/DocTest
- refs/heads/mahilleb/E2eWithTimeTool
- refs/heads/mahilleb/FixLinInstall2
- refs/heads/mahilleb/LinuxOobeJupyterTestDevice
- refs/heads/mahilleb/MnistDownload
- refs/heads/mahilleb/PyLibLocations
- refs/heads/mahilleb/PyLibLocations2
- refs/heads/mahilleb/PyScripts
- refs/heads/mahilleb/SetupPy
- refs/heads/mahilleb/ShareVersion
- refs/heads/mahilleb/SphinxUpd2
- refs/heads/mahilleb/TestDriver
- refs/heads/mahilleb/TestDriverIncludeSku
- refs/heads/mahilleb/TestDriverNvsmiExit
- refs/heads/mahilleb/TestDriverTimeoutWip
- refs/heads/mahilleb/UnitTestEnable
- refs/heads/mahilleb/Win1BitSgdSeparateOutDir
- refs/heads/mahilleb/disable104
- refs/heads/mahilleb/docfxPostprocess
- refs/heads/mahilleb/eldak/opencv32
- refs/heads/mahilleb/test
- refs/heads/mahilleb/test1
- refs/heads/mahilleb/test2
- refs/heads/mahilleb/tut104
- refs/heads/mahilleb/u16
- refs/heads/mahilleb/valgrind
- refs/heads/malcolm-cuda-changes
- refs/heads/manikj/nightly
- refs/heads/manikj/unifyBuildFolders
- refs/heads/marhamil-fix-jar
- refs/heads/marhamil/cherry-pick-jar
- refs/heads/marhamil/fix-jar-test
- refs/heads/marhamil/jar
- refs/heads/marhamil/jar-2.2
- refs/heads/marhamil/java-bindings-backup
- refs/heads/marhamil/java-bindings-one-commit
- refs/heads/master
- refs/heads/maven-central-jar
- refs/heads/meaghago
- refs/heads/mradmila/dgx1
- refs/heads/mradmila/modeltime
- refs/heads/mradmila/nogpu
- refs/heads/mseltzer/exportdbn_mkl
- refs/heads/mseltzer/ivectorreader
- refs/heads/mseltzer/utterancesourcemulti
- refs/heads/mseltzer/uttreaderfix
- refs/heads/msrpeng/sparse_agg_v2_direct_port
- refs/heads/msrpeng/sparse_agg_v2_sandbox
- refs/heads/msrpeng/sparse_agg_v2_sandbox1
- refs/heads/msrpeng/sparse_agg_v2_sandbox2
- refs/heads/muditj/FixHTKLatticeRelatedSettings2
- refs/heads/muditj/FixNoRandomizerBug
- refs/heads/muditj/FixNoRandomizerBug2
- refs/heads/muditj/FixNoRandomizerBug3
- refs/heads/muditj/FixReaderMemoryLeak2
- refs/heads/muditj/FixReaderMemoryLeak3
- refs/heads/muditj/FixReaderMemoryLeak4
- refs/heads/muditj/FixReaderMemoryLeak5
- refs/heads/muditj/HTKDeserializerPythonWrapper
- refs/heads/muditj/V231NoRandDivergenceDebug
- refs/heads/muditj/fixBMUFTestcase
- refs/heads/muditj/pythonCRlossAvg
- refs/heads/muditj/pythonCRlossAvg_2
- refs/heads/muditj/pythonCRlossAvg_3
- refs/heads/muditj/pythonCRlossAvg_staging
- refs/heads/n17s-patch-1
- refs/heads/naotous/translated-tutorials
- refs/heads/nikmil/acc_agg_fix_2
- refs/heads/nikmil/cv_best
- refs/heads/nikmil/ndarray_conversion_public
- refs/heads/nikmil/python_crop_cr
- refs/heads/nikmil/python_distrib_eval_cr_rebased
- refs/heads/nikmil/save_outputs_public
- refs/heads/nikosk/bidaf
- refs/heads/nikosk/clang
- refs/heads/nikosk/gmatch
- refs/heads/nikosk/lrdisplay
- refs/heads/nikosk/rangan_repro
- refs/heads/nikosk/tuned_bidaf
- refs/heads/nvidia/dgx1
- refs/heads/origin/t-titan/attention
- refs/heads/pahua/CDenseReader
- refs/heads/penhe/issue_repro
- refs/heads/penhe/native_cosdistance
- refs/heads/penhe/reasonet
- refs/heads/penhe/reasonet_contractive_loss
- refs/heads/penhe/reasonet_example
- refs/heads/penhe/reasonet_tutorial
- refs/heads/penhe/rsn_issue_repro
- refs/heads/peykash/BN_FP16_fix
- refs/heads/peykash/TimesTranspose_export
- refs/heads/peykash/batchnorm_and_pooling_fixes
- refs/heads/peykash/batchnorm_fixes
- refs/heads/peykash/batchnorm_float16_fix
- refs/heads/peykash/batchnorm_float16_fixes
- refs/heads/peykash/batchnorm_float16_support
- refs/heads/peykash/batchnorm_fp16_fix
- refs/heads/peykash/float16
- refs/heads/peykash/fp16-gru-fix
- refs/heads/peykash/fp16-load-from-rawdata
- refs/heads/peykash/fp16-misc-fixes
- refs/heads/peykash/initializer
- refs/heads/peykash/linux_CI_fix
- refs/heads/peykash/model_tests_CI
- refs/heads/peykash/onnx_no_batch_axis_fixes
- refs/heads/peykash/pooling_backward_compatibility_fix
- refs/heads/peykash/pretrained_model_fixes
- refs/heads/peykash/python27_test_fix
- refs/heads/peykash/reduce_fixes
- refs/heads/peykash/reduction_allaxes_export
- refs/heads/peykash/sequence_isfirst_islast
- refs/heads/peykash/softmax_fix
- refs/heads/peykash/times_export_fix
- refs/heads/pkranen/arbDim
- refs/heads/pkranen/bnFrozenFix
- refs/heads/pkranen/csevalFastrcnn
- refs/heads/pkranen/hierClass
- refs/heads/pkranen/hierarachical_FastRCNN
- refs/heads/pkranen/mbSize
- refs/heads/pkranen/newHierarchy
- refs/heads/pkranen/new_yolo
- refs/heads/pkranen/odScripts
- refs/heads/pkranen/yolo
- refs/heads/prototypes/arm64-debian
- refs/heads/pytest/update-anaconda-and-pytest
- refs/heads/qiwye/asgd-dev
- refs/heads/ratsur/find-by-uid
- refs/heads/ratsur/jar-rc3
- refs/heads/ratsur/java-bindings
- refs/heads/ratsur/java-csharp-parity
- refs/heads/ratsur/java-csharp-parity-rebase
- refs/heads/ratsur/java-training
- refs/heads/ratsur/maven-central-jar
- refs/heads/release/2.0
- refs/heads/release/2.0.beta10.0
- refs/heads/release/2.0.beta11.0
- refs/heads/release/2.0.beta12.0
- refs/heads/release/2.0.beta15.0
- refs/heads/release/2.0.beta2.0
- refs/heads/release/2.0.beta3.0
- refs/heads/release/2.0.beta4.0
- refs/heads/release/2.0.beta5.0
- refs/heads/release/2.0.beta6.0
- refs/heads/release/2.0.beta7.0
- refs/heads/release/2.0.beta8.0
- refs/heads/release/2.0.beta9.0
- refs/heads/release/2.0.rc1
- refs/heads/release/2.0.rc2
- refs/heads/release/2.0.rc3
- refs/heads/release/2.1
- refs/heads/release/2.2
- refs/heads/release/2.3
- refs/heads/release/2.3.1
- refs/heads/release/2.4
- refs/heads/release/2.5
- refs/heads/release/2.5.1
- refs/heads/release/2.6
- refs/heads/release/2.7
- refs/heads/release/latest
- refs/heads/removeSNB
- refs/heads/resetbranch
- refs/heads/rpengms/fp16_bmuf_20
- refs/heads/rpengms/fp16_sandbox
- refs/heads/rpengms/fp16_sandbox2
- refs/heads/rpengms/fp16_scale
- refs/heads/rpengms/stableTanh
- refs/heads/rpengms/vadimma_stableTanh
- refs/heads/ruizhao/CTC
- refs/heads/ruizhao/CTC_HC
- refs/heads/ruizhao/CTC_NDL
- refs/heads/ruizhao/CTC_Nbest
- refs/heads/ruizhao/CTC_blankinmlf
- refs/heads/ruizhao/CTC_checkin2
- refs/heads/ruizhao/LFMMI
- refs/heads/ruizhao/RNNT
- refs/heads/ruizhao/RNNT_830merge
- refs/heads/ruizhao/RNNT_Build
- refs/heads/ruizhao/RNNT_EOS
- refs/heads/ruizhao/RNNT_KWS
- refs/heads/ruizhao/RNNT_SR_master
- refs/heads/ruizhao/RNNT_TS
- refs/heads/ruizhao/RNNT_V2
- refs/heads/ruizhao/RNNT_beamsearch
- refs/heads/ruizhao/RNNT_bs
- refs/heads/ruizhao/RNNT_eval_cuda10
- refs/heads/ruizhao/RNNT_fastfb
- refs/heads/ruizhao/RNNT_gpuall
- refs/heads/ruizhao/RNNT_master
- refs/heads/ruizhao/RNNT_mergelinear
- refs/heads/ruizhao/RNNT_mergelinear_uttinfo
- refs/heads/ruizhao/RNNT_separatesum
- refs/heads/ruizhao/SE
- refs/heads/ruizhao/SE_TS
- refs/heads/ruizhao/SMBR
- refs/heads/ruizhao/base
- refs/heads/ruizhao/lfmmi-2pass
- refs/heads/ruizhao/lfmmi-2pass-m15
- refs/heads/ruizhao/lfmmi-2pass-test
- refs/heads/ruzhao/CTC_leftTC
- refs/heads/sanjeevm/test_branch
- refs/heads/sayanpa/aqgan
- refs/heads/sayanpa/aqganchk
- refs/heads/sayanpa/contribmd
- refs/heads/sayanpa/gi2022
- refs/heads/sayanpa/nbsphinx5
- refs/heads/sayanpa/nbsphinx6
- refs/heads/sayanpa/seqclass
- refs/heads/sayanpa/seqclass2
- refs/heads/sayanpa/slawek
- refs/heads/sayanpa/sr
- refs/heads/sayanpa/srcin
- refs/heads/sayanpa/srcin2
- refs/heads/sayanpa/srcin3
- refs/heads/sayanpa/srcin4
- refs/heads/sayanpa/t303
- refs/heads/sayanpa/t303chk
- refs/heads/sedymche/fix-doc
- refs/heads/sedymche/message
- refs/heads/sedymche/onnx-backend
- refs/heads/sedymche/onnx-backend-test
- refs/heads/sedymche/onnx-broadcast
- refs/heads/sedymche/onnx-maxes
- refs/heads/sedymche/onnx-maxes-new
- refs/heads/sedymche/onnx-min-max
- refs/heads/sedymche/onnx-reshape
- refs/heads/sedymche/onnx-save-load
- refs/heads/sedymche/test-skip
- refs/heads/shuzhe/treeps
- refs/heads/singletonComm
- refs/heads/slayton58/divmod
- refs/heads/sparse_agg
- refs/heads/sparse_aggregation
- refs/heads/sparse_aggregation_large_BUCKETSIZE
- refs/heads/sparse_aggregation_simple_selectK
- refs/heads/sparse_cntk
- refs/heads/sptiwari/KEEP_onnx_remove_autopad_from_conv
- refs/heads/sptiwari/UpdateFasterRcnn
- refs/heads/sptiwari/add_zeros_ones_eye
- refs/heads/sptiwari/add_zeros_ones_eye2
- refs/heads/sptiwari/conv_backend_test_fix
- refs/heads/sptiwari/conv_master_failure
- refs/heads/sptiwari/conv_with_static_batch_axis
- refs/heads/sptiwari/convtranspose_update
- refs/heads/sptiwari/convtranspose_update2
- refs/heads/sptiwari/convtranspose_update3
- refs/heads/sptiwari/convtranspose_update5
- refs/heads/sptiwari/convtranspose_update6
- refs/heads/sptiwari/convtranspose_update7
- refs/heads/sptiwari/dilated_conv
- refs/heads/sptiwari/dilated_conv_non_mkldnn_test
- refs/heads/sptiwari/disable_test_conv_setup
- refs/heads/sptiwari/elu_fix2
- refs/heads/sptiwari/fasterRcnn_NoFastMath
- refs/heads/sptiwari/fasterRcnn_freeDim3
- refs/heads/sptiwari/group_conv_cudnn7
- refs/heads/sptiwari/group_conv_input_validation
- refs/heads/sptiwari/mkldnn
- refs/heads/sptiwari/mkldnn_first_round
- refs/heads/sptiwari/mkldnn_first_round2
- refs/heads/sptiwari/mnist_onnx_group_conv_fix
- refs/heads/sptiwari/model_fix_test
- refs/heads/sptiwari/one_hot_onnx
- refs/heads/sptiwari/one_hot_onnx2
- refs/heads/sptiwari/ones_zeros_like_op
- refs/heads/sptiwari/onnx1.2_merge
- refs/heads/sptiwari/onnx_avg_pool_stride
- refs/heads/sptiwari/onnx_conv_reload
- refs/heads/sptiwari/onnx_conv_reload2
- refs/heads/sptiwari/onnx_convtrans_fix2
- refs/heads/sptiwari/onnx_convtranspose_fixes
- refs/heads/sptiwari/onnx_emotion_fix
- refs/heads/sptiwari/onnx_emotion_fix1
- refs/heads/sptiwari/onnx_emotion_fix2
- refs/heads/sptiwari/onnx_emotion_fix3
- refs/heads/sptiwari/onnx_hash_update
- refs/heads/sptiwari/onnx_hash_update2
- refs/heads/sptiwari/onnx_inception_fix
- refs/heads/sptiwari/onnx_inception_fix2
- refs/heads/sptiwari/onnx_infra_for_simple_batch_ops2
- refs/heads/sptiwari/onnx_lrn_fix
- refs/heads/sptiwari/onnx_merge_with_master
- refs/heads/sptiwari/onnx_pooling_overhaul
- refs/heads/sptiwari/onnx_resnet3d
- refs/heads/sptiwari/onnx_topk
- refs/heads/sptiwari/shufflenet
- refs/heads/sptiwari/straight_through_op
- refs/heads/sptiwari/straight_through_op2
- refs/heads/sptiwari/test_onnx_branch_reversion
- refs/heads/sptiwari/update_depth2space
- refs/heads/sptiwari/update_onnx_metadata
- refs/heads/szhao/cntkport
- refs/heads/t-alkhar/cntk-board
- refs/heads/t-alkhar/distributed-sequence-example
- refs/heads/t-alkhar/distributed-testing
- refs/heads/t-alkhar/graph-output-bug-fix
- refs/heads/t-alkhar/resnet-example-fix
- refs/heads/t-alkhar/tensorboard-cntk-connect
- refs/heads/t-alkhar/visualization-tool
- refs/heads/t-anqli/gan
- refs/heads/t-ivrodr/adding_more_cpp_cs_eval_examples
- refs/heads/t-ivrodr/binary_reader_changes_rev
- refs/heads/t-ivrodr/ctfparser_multithread
- refs/heads/t-ivrodr/fix_for_bufferedreader
- refs/heads/t-ivrodr/fix_percentage_epoch_progress
- refs/heads/t-ivrodr/fix_segfaul_nonprimitive_func
- refs/heads/t-ivrodr/naming_nodes_resnet_example
- refs/heads/t-ivrodr/refactoring_readers_file_handling
- refs/heads/t-ivrodr/setting_py_value_to_deserializer
- refs/heads/t-ivrodr/small_fixes_to_training_log
- refs/heads/t-ivrodr/uncommenting_cs_examples
- refs/heads/t-ivrodr/using_filewrapper_in_bin_reader
- refs/heads/t-kax/bfsmn
- refs/heads/t-kax/debug-fsmn
- refs/heads/t-kax/fix-param-share-bug
- refs/heads/t-kax/fsmn
- refs/heads/t-makrei/YOLOv2
- refs/heads/t-makrei/hierClass
- refs/heads/t-makrei/hierarchical_FastRCNN
- refs/heads/t-makrei/new_yolo
- refs/heads/t-makrei/transpose-fix
- refs/heads/t-mofun/learners_grad_clip_doc
- refs/heads/t-mofun/rmspropgraves
- refs/heads/t-tiah/LMNCE-dev
- refs/heads/t-tiah/lm
- refs/heads/t-tiah/reader-debug
- refs/heads/t-tidett/ExtendedCUDAErrors
- refs/heads/t-tidett/memoryswapping
- refs/heads/t-tidett/memoryswappingWithFlagToTrue
- refs/heads/t-tidett/onDemandMemorySwapping
- refs/heads/t-titan/attention
- refs/heads/t-titan/shiftread
- refs/heads/thhoens/NewBinaryReader
- refs/heads/thhoens/atomic
- refs/heads/thhoens/atomic-nosync
- refs/heads/thhoens/atomic-nosync-nop
- refs/heads/thhoens/basemat
- refs/heads/thhoens/binreader
- refs/heads/thhoens/bnfix
- refs/heads/thhoens/cdssm
- refs/heads/thhoens/cuda7
- refs/heads/thhoens/distgradfix
- refs/heads/thhoens/mblayout
- refs/heads/thhoens/multi
- refs/heads/thhoens/multivalid
- refs/heads/thhoens/nbr
- refs/heads/thhoens/nbr2
- refs/heads/thhoens/newbinreader
- refs/heads/thhoens/nosync
- refs/heads/thhoens/packmatrix
- refs/heads/thhoens/pathfix
- refs/heads/thhoens/perf2
- refs/heads/thhoens/perf4
- refs/heads/thhoens/reader
- refs/heads/thhoens/readertest
- refs/heads/thhoens/s2s
- refs/heads/thhoens/seq2seq
- refs/heads/thhoens/sparsematrix
- refs/heads/thhoens/sparsemul
- refs/heads/thhoens/syncguard
- refs/heads/thhoens/test
- refs/heads/thhoens/unatomic
- refs/heads/thhoens/unatomic-nosync
- refs/heads/thhoens/unatomic-nosync-nop
- refs/heads/thiagofc/Dockerfile
- refs/heads/thiagofc/clean
- refs/heads/thiagofc/ctf_parser_perf
- refs/heads/thiagofc/ctf_parser_test
- refs/heads/thiagofc/disable-csharp-target-for-linux
- refs/heads/thiagofc/disable-failing-tests
- refs/heads/thiagofc/disable-many-tests
- refs/heads/thiagofc/fix-build
- refs/heads/thiagofc/fix-cntk-dev-docker
- refs/heads/thiagofc/fix-conda-env
- refs/heads/thiagofc/fix-debug-target-on-linux
- refs/heads/thiagofc/fix-docker-image
- refs/heads/thiagofc/fix-nightly-build
- refs/heads/thiagofc/fix-warning
- refs/heads/thiagofc/increase-batch-norm-spatial-error-tolerance
- refs/heads/thiagofc/make-master-green
- refs/heads/thiagofc/pr3558
- refs/heads/thiagofc/revert-mkl-dnn-upgrade
- refs/heads/thiagofc/temporarily-disable-doctests
- refs/heads/thiagofc/test-reset
- refs/heads/thiagofc/update-anaconda-and-pytest
- refs/heads/thiagofc/update-mkldnn-to-0.14-on-windows
- refs/heads/thiagofc/update-mkldnn-to-v0.14
- refs/heads/thiagofc/update-windows-server-dockerfile
- refs/heads/tix/FixParallelBuild
- refs/heads/tix/convertEvalExampleTestToNetCore
- refs/heads/tix/fixExamples
- refs/heads/tix/memoryPinning
- refs/heads/tix/testCifar
- refs/heads/users/fmegen/brainwave-cntk-beta15
- refs/heads/v-igquin/fix-binary-conv
- refs/heads/v-igquin/fix-doc-forward-backward
- refs/heads/v-lelu/facereader
- refs/heads/v-lelu/facereader-test
- refs/heads/v-lelu/inception-resnet-v2
- refs/heads/v-lelu/inceptionv4
- refs/heads/v-niveli/mem_sharing_supressed
- refs/heads/v-niveli/mpi_bcast_with_profiler
- refs/heads/v-rodemo/disable-node-timing
- refs/heads/v-rodemo/fix-batchnorm-freedimension
- refs/heads/v-yuxgu/caffe2cntk
- refs/heads/v-yuxgu/crosstalkcaffe-bugfix
- refs/heads/v-yuxgu/model2cntk
- refs/heads/v-yuxgu/psroipooling
- refs/heads/v-yuxgu/rpn
- refs/heads/v-yuxgu/sigmoid
- refs/heads/v-zhke/fb-ssgd
- refs/heads/v-zhke/model2cntk_testcase
- refs/heads/v-zhke/smb_verify
- refs/heads/v-zhke/ssgd_experiment
- refs/heads/vad
- refs/heads/vadimma/AddLogs
- refs/heads/vadimma/AddSaveLogs
- refs/heads/vadimma/BMUF
- refs/heads/vadimma/CTC
- refs/heads/vadimma/CTCDebug
- refs/heads/vadimma/CTCNode
- refs/heads/vadimma/CTC_R
- refs/heads/vadimma/EMBR
- refs/heads/vadimma/EMBR1
- refs/heads/vadimma/Eval_optimizations
- refs/heads/vadimma/ExtendedEvalExample
- refs/heads/vadimma/FixLN
- refs/heads/vadimma/FixRepetitiveValueUpdate
- refs/heads/vadimma/LatticeDebug
- refs/heads/vadimma/LatticeParallel
- refs/heads/vadimma/ModelVersionLog
- refs/heads/vadimma/MomDouble
- refs/heads/vadimma/MomentumLog
- refs/heads/vadimma/QuantizedParameter
- refs/heads/vadimma/RNNT-optimize
- refs/heads/vadimma/ReaderPrint
- refs/heads/vadimma/RemoveCodeDuplication
- refs/heads/vadimma/SE_debug
- refs/heads/vadimma/adambs
- refs/heads/vadimma/adambs-cuda9
- refs/heads/vadimma/badlat
- refs/heads/vadimma/binaryMLF
- refs/heads/vadimma/binaryMLF2
- refs/heads/vadimma/binaryMLF3
- refs/heads/vadimma/binmlf
- refs/heads/vadimma/bmlfex
- refs/heads/vadimma/context
- refs/heads/vadimma/context9
- refs/heads/vadimma/ctc_ndl
- refs/heads/vadimma/evaluateStreamMode
- refs/heads/vadimma/exposeSE
- refs/heads/vadimma/fb
- refs/heads/vadimma/fcontext
- refs/heads/vadimma/fixCNTKCompat
- refs/heads/vadimma/fse
- refs/heads/vadimma/latency-control-blstm-2.5
- refs/heads/vadimma/latpar
- refs/heads/vadimma/lc-blstm-sq
- refs/heads/vadimma/lc_fix
- refs/heads/vadimma/maxerrors
- refs/heads/vadimma/mlfreader
- refs/heads/vadimma/nccl_bmuf
- refs/heads/vadimma/reader_c
- refs/heads/vadimma/rightContext
- refs/heads/vadimma/rnnt
- refs/heads/vadimma/rnnt-compressed
- refs/heads/vadimma/rnnt2
- refs/heads/vadimma/rnnt_cuda_debug
- refs/heads/vadimma/rnnt_cuda_eval
- refs/heads/vadimma/se_de
- refs/heads/vadimma/sed
- refs/heads/vadimma/stableTanh
- refs/heads/vadimma/testfp16
- refs/heads/vadimma/testlr
- refs/heads/vadimma/wu
- refs/heads/vadimma/wuf
- refs/heads/vadimmia/binary
- refs/heads/vlivan/large-minibatches
- refs/heads/vlivan/linux-gpu-locking
- refs/heads/vlivan/linux-reader-catchup
- refs/heads/vlivan/linux-reader-catchup2
- refs/heads/vlivan/test-master
- refs/heads/wdarling/axisdoc
- refs/heads/wdarling/lstmaux
- refs/heads/wdarling/pythongru
- refs/heads/wdarling/tutorial
- refs/heads/wdarling/update_fastrcnn
- refs/heads/wdarling/updatezeroes
- refs/heads/weba/FixBatchNorm
- refs/heads/weixi/autolr
- refs/heads/weixi/conttrain
- refs/heads/weixi/lfmmi
- refs/heads/weixi/lfmmi-2-lstm
- refs/heads/weixi/lfmmi-2pass
- refs/heads/weixi/lfmmi-2pass-cr
- refs/heads/weixi/lfmmi-2pass-test
- refs/heads/weixi/lfmmi-conttrain
- refs/heads/weixi/lfmmi-conttrain-neg
- refs/heads/weixi/lfmmi-conttrain-wlstm
- refs/heads/weixi/lfmmi-debug
- refs/heads/weixi/lfmmi-memzip
- refs/heads/weixi/lfmmi-new
- refs/heads/weixi/oldbuild
- refs/heads/weixi/pcv
- refs/heads/weixi/waynecoding
- refs/heads/wilrich/cntkv2Cython
- refs/heads/wilrich/cntkv2Swig
- refs/heads/wilrich/rl
- refs/heads/wolfma/checkdep
- refs/heads/wolfma/instsplat
- refs/heads/wolfma/mkl2017
- refs/heads/wolfma/setup
- refs/heads/wolfma/t-makrei/transpose-fix
- refs/heads/xiaoyongzhu-master
- refs/heads/xwang/tts-lace
- refs/heads/yacheo/h-softmax
- refs/heads/yacheo/h-softmax-fix
- refs/heads/yanchen/copy-api-internals
- refs/heads/yanchen/custom-attrs
- refs/heads/yanchen/custom-attrs-future
- refs/heads/yanchen/custom-attrs-loadbuf
- refs/heads/yanchen/custom-op-desc
- refs/heads/yanchen/future-attrs
- refs/heads/yanchen/load-from-mem
- refs/heads/yanchen/load-from-memory
- refs/heads/yanchen/null-output-owner
- refs/heads/yanchen/onnx-description
- refs/heads/yanchen/output-mapping
- refs/heads/yanchen/primitive-func
- refs/heads/yanchen/rm-asserts
- refs/heads/yanchen/wchar
- refs/heads/yaronwe/hide-protobuf
- refs/heads/yingsh/OrderedCEWithSM
- refs/heads/yuqing/HDF5Reader
- refs/heads/yuqtang/AugmentMinibatchSourceAPI
- refs/heads/yuqtang/ChangeOneHotDefaultToSparse
- refs/heads/yuqtang/DebugCrossTalkConv2d
- refs/heads/yuqtang/DebugGPUMemory
- refs/heads/yuqtang/DyanmicChunkDescriptions
- refs/heads/yuqtang/EnableDefMBSizeInStreamInfo
- refs/heads/yuqtang/FixBugsInNoBackPropOpsGradients
- refs/heads/yuqtang/FixDistributedTrainingCounts
- refs/heads/yuqtang/FreeAxisTensorTimes
- refs/heads/yuqtang/FunctionalLearningParameter
- refs/heads/yuqtang/GradOnGatherIndices
- refs/heads/yuqtang/ImplDefMbSizeStreamForUserDeserializer
- refs/heads/yuqtang/LambdaDeserializer
- Branches list truncated to 1000 entries, 72 were omitted.
No releases to show
Permalinks
To reference or cite the objects present in the Software Heritage archive, permalinks based on SoftWare Hash IDentifiers (SWHIDs) must be used.
Select below a type of object currently browsed in order to display its associated SWHID and permalink.
Tip revision: 1489de8de8f8db7a7939726eb43c01ba50b975d8 authored by KeDengMS on 22 September 2018, 05:33:41 UTC
Fix a crash in transpose_times simplification to element times
Fix a crash in transpose_times simplification to element times
Tip revision: 1489de8
README.md
# Numpy interop
In FeedForwardNet.py we show a minimal example how to train a CNTK network using numpy arrays as input.
