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Update from upstream repo Microsoft/CNTK@master #3
Commits on Nov 28, 2017
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Adding ResNet101_ImageNet_CNTK/ResNet152_ImageNet_CNTK in
download_model.py.
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Integrate v-yuxgu/crosstalkcaffe-bugfix into master
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Commits on Jan 5, 2018
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Integrate vadimma/StopGradientBS into master
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Commits on Jan 6, 2018
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Integrate nikosk/synced-xforms3 into master
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Commits on Jan 9, 2018
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Adding error message for Convolution layer when groups > 1.
Spandan Tiwari committedJan 9, 2018 Configuration menu - View commit details
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Allow cntk.times operator over tensors: [shape, free_axis] x [free_ax…
…is, shape] and [shape, batch_axis] x [batch_axis, shape].
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Commits on Jan 10, 2018
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Integrate sptiwari/group_conv_layer_bugfix into master
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Commits on Jan 13, 2018
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Chengji Yao committed
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Fix batch matmul test failures
KeDengMS committedJan 15, 2018 Configuration menu - View commit details
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CNTK_206A_Basic_GAN.ipynb CNTK_206B_DCGAN.ipynb CNTK_206C_WGAN_LSGAN.ipynb
Katsuya Iida committedJan 15, 2018 Configuration menu - View commit details
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Integrate vadimma/LatticeSerializer into master
Project Philly authored and CNTK Team committedJan 16, 2018 Configuration menu - View commit details
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Integrate yuqtang/TimesOnFreeAxes into master
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Commits on Jan 17, 2018
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Adding find_by_uid to logging API.
Spandan Tiwari committedJan 17, 2018 Configuration menu - View commit details
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Fixing bug in ONNX pooling node serialization.
Spandan Tiwari committedJan 17, 2018 Configuration menu - View commit details
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Commits on Jan 19, 2018
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Integrate sptiwari/find_by_uid4 into master
Project Philly authored and CNTK Team committedJan 19, 2018 Configuration menu - View commit details
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Replace CntkCsAssemblyVersion by CntkComponentVersion on VS projects
Thiago Crepaldi committedJan 19, 2018 Configuration menu - View commit details
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Commits on Jan 20, 2018
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Support CNTK installation in VirtualEnv
CNTK installation using pip place dlls in the root folder of the python environment. Unlike Conda, VirtualEnv doesn't add this folder in library search path and hence 'import CNTK' is broken in VirtualEnv. Fix: Place CNTK libraries in site-packages/CNTK/lib and add the same to library search path.
Manik Jindal committedJan 20, 2018 Configuration menu - View commit details
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Spandan Tiwari committed
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Commits on Jan 23, 2018
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CNTK now supports CUDA 9/cuDNN 7. This requires an update to build environment to Ubuntu 16/GCC 5 for Linux, and Visual Studio 2017/VCTools 14.11 for Windows. With CUDA 9, CNTK also added a preview for 16-bit floating point (a.k.a FP16) computation. Please check out the example of FP16 in ResNet50 at /Examples/Image/Classification/ResNet/Python/TrainResNet_ImageNet_Distributed.py Notes on FP16 preview: * FP16 implementation on CPU is not optimized, and it's not supposed to be used in CPU inference directly. User needs to convert the model to 32-bit floating point before running on CPU. * Loss/Criterion for FP16 training needs to be 32bit for accumulation without overflow, using cast function. Please check the example above. * Readers do not have FP16 output unless using numpy to feed data, cast from FP32 to FP16 is needed. Please check the example above. * FP16 gradient aggregation is currently only implemented on GPU using NCCL2. Distributed training with FP16 with MPI is not supported. * FP16 math is a subset of current FP32 implementation. Some model may get Feature Not Implemented exception using FP16. * FP16 is currently not supported in BrainScript. Please use Python for FP16. To setup build and runtime environment on Windows: * Install [Visual Studio 2017](https://www.visualstudio.com/downloads/) with following workloads and components. From command line (use Community version installer as example): vs_community.exe --add Microsoft.VisualStudio.Workload.NativeDesktop --add Microsoft.VisualStudio.Workload.ManagedDesktop --add Microsoft.VisualStudio.Workload.Universal --add Microsoft.Component.PythonTools --add Microsoft.VisualStudio.Component.VC.Tools.14.11 * Install [NVidia CUDA 9](https://developer.nvidia.com/cuda-90-download-archive?target_os=Windows&target_arch=x86_64) * From PowerShell, run: /Tools/devInstall/Windows/DevInstall.ps1 * Start VCTools 14.11 command line, run: cmd /k "%VS2017INSTALLDIR%\VC\Auxiliary\Build\vcvarsall.bat" x64 --vcvars_ver=14.11 * Open /CNTK.sln from the VCTools 14.11 command line. Note that starting CNTK.sln other than VCTools 14.11 command line, would causes CUDA 9 [build error](https://developercommunity.visualstudio.com/content/problem/163758/vs-2017-155-doesnt-support-cuda-9.html). To setup build and runtime environment on Linux using docker, please build Unbuntu 16.04 docker image using Dockerfiles /Tools/docker. For other Linux systems, please refer to the Dockerfiles to setup dependent libraries for CNTK.
KeDengMS committedJan 23, 2018 Configuration menu - View commit details
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Remove redefinition of CNTK_COMPONENT_VERSION
Math.vcsproj inherits this macro from CNTK.Common.props already
Thiago Crepaldi committedJan 23, 2018 Configuration menu - View commit details
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Rename default Anaconda python environment
Depending on the CNTK setup steps followed, either cntk-py<version> or <cntkdev-py<version> is installed. cntk-py<version> will be adopted as the default from now on.
Thiago Crepaldi committedJan 23, 2018 Configuration menu - View commit details
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Integrate sptiwari/remove_find_by_uid into master
Project Philly authored and CNTK Team committedJan 23, 2018 Configuration menu - View commit details
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Fix Dockerfiles under Tools/docker
KeDengMS committedJan 23, 2018 Configuration menu - View commit details
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Commits on Jan 24, 2018
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Merge branch 'kedeng/fixDocker2'
KeDengMS committedJan 24, 2018 Configuration menu - View commit details
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Fix linux binary drop script for nccl
KeDengMS committedJan 24, 2018 Configuration menu - View commit details
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Update CNTK_204_Sequence_To_Sequence.ipynb
remove redundant code. create_reader() is correctly defined in block 10.
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Integrate jaliyaek/halide_squash2 into master
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Manik Jindal committed
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Integrate jaliyaek/config into master
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Fix build if optional MKLDNN is not present
Manik Jindal committedJan 28, 2018 Configuration menu - View commit details
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Commits on Jan 30, 2018
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Separate out dependencies from Nuget packages to reduce size of each individual package because Nuget service do not allow to upload a package of size more than 333MB. Current list of packages: CNTK.Deps.Cuda - Cuda dlls for GPU package CNTK.Deps.MKL - MKL dlls CNTK.Deps.OpenCV.Zip - OpenCV and Zip dlls CNTK.CPUOnly - CNTK CPU only Nuget package. Dependencies: MKL, OpenCV.Zip CNTK.GPU - CNTK GPU Nuget package. Dependencies: Cuda, MKL, OpenCV.Zip CNTK.UWP.CPUOnly - CNTK CPU Nuget package for UWP. Microsoft.Research.CNTK.CpuEval-mkl - Legacy CNTK eval Nuget package. Dependencies: MKL
Manik Jindal committedJan 30, 2018 Configuration menu - View commit details
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Merge pull request #2887 from Microsoft/marhamil-fix-jar
Update post-build.cmd
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Commits on Jan 31, 2018
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Making axis attribute optional in Concat.
Spandan Tiwari committedJan 31, 2018 Configuration menu - View commit details
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Merge branch 'master' into liqun/onnx17Stage2
Manik Jindal committedJan 31, 2018 Configuration menu - View commit details
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Commits on Feb 1, 2018
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Chengji Yao committed
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MakeBinaryDrop: Change Cuda libs to 9.0
Manik Jindal committedFeb 1, 2018 Configuration menu - View commit details
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Integrate yacheo/h-softmax into master
Project Philly authored and CNTK Team committedFeb 1, 2018 Configuration menu - View commit details
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Squashed commit of the following: commit 82e025b Merge: 0702c09 ed5451c Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 21:23:23 2018 -0800 Merge branch 'release/2.4' into manikj/merge-release-2.4 commit 0702c09 Merge: 32f6844 1afe404 Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 21:23:11 2018 -0800 Merge branch 'release/2.4' (early part) into manikj/merge-release-2.4 commit 32f6844 Merge: 42a47a3 1f15d46 Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 21:21:55 2018 -0800 Merge branch 'release/2.4' (early part) into manikj/merge-release-2.4 commit ed5451c Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 19:32:04 2018 -0800 MakeBinaryDrop: Fix lib names commit c528a56 Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 12:35:40 2018 -0800 Update README.md commit 490a58e Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 12:08:57 2018 -0800 Add Halide to Release notes commit 2196299 Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 11:48:45 2018 -0800 MakeBinaryDrop: Change Cuda libs to 9.0 commit 3df48dd Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 06:06:29 2018 -0800 Add release notes commit 1afe404 Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 06:05:05 2018 -0800 Replace 2.4+ with 2.4 commit 1f15d46 Author: Manik Jindal <manikj@microsoft.com> Date: Wed Jan 31 06:04:24 2018 -0800 Bump version to 2.4
Manik Jindal committedFeb 1, 2018 Configuration menu - View commit details
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Adding find_by_uid to logging API.
Spandan Tiwari committedFeb 1, 2018 Configuration menu - View commit details
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Commits on Feb 2, 2018
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Node timing and profile details format in chrome://tracing.
Working example in ./Examples/Image/Classification/MLP/Python/SimpleMNIST.py Note that node timing would be added to profiler details when profiler is enabled, i.e. import cntk as C C.debugging.debug.set_node_timing(True) C.debugging.start_profiler() C.debugging.enable_profiler() trainer|evaluator|function executions trainer|evaluator|function.print_node_timing() C.debugging.stop_profiler()
KeDengMS committedFeb 2, 2018 Configuration menu - View commit details
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Commits on Feb 5, 2018
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Backward compat bug fix in LeakyReLu reverting alph to type double.
Spandan Tiwari committedFeb 5, 2018 Configuration menu - View commit details
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Commits on Feb 6, 2018
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Integrate sptiwari/onnx_leakyrelu_fix into master
Project Philly authored and CNTK Team committedFeb 6, 2018 Configuration menu - View commit details
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Add KERA_BACKGROUND=cntk into CNTK Dockerfiles
Thiago Crepaldi committedFeb 7, 2018 Configuration menu - View commit details
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Commits on Feb 8, 2018
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Bug fix in ONNX broadcasting for scalar.
Spandan Tiwari committedFeb 8, 2018 Configuration menu - View commit details
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Integrate sptiwari/onnx_scalar_constant into master
Project Philly authored and CNTK Team committedFeb 8, 2018 Configuration menu - View commit details
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Commits on Feb 9, 2018
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Merge pull request #2940 from kazuyaujihara/patch/csexampletypo
Fix typo in C# examples
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Merge pull request #2880 from rnrneverdies/master
Fix TensorBoard on_write_test_summary method
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Merge pull request #2881 from zingdle/patch-2
Remove redundant code in CNTK_204_Sequence_To_Sequence.ipynb
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Merge pull request #2843 from kaiidams/kaiidams/typotut206
Fixed typos in tutorials.
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Merge pull request #2690 from MingyuJoo/CNTK-2-PretrainedModels
Adding ResNet101_ImageNet_CNTK/ResNet152_ImageNet_CNTK in download_model.py.
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- Accelerates some common tensor ops in Intel CPU inference for float32, especially for fully connected networks - Can be turned on/off by cntk.cntk_py.enable_cpueval_optimization()/cntk.cntk_py.disable_cpueval_optimization()
KeDengMS committedFeb 9, 2018 Configuration menu - View commit details
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Commits on Feb 13, 2018
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First round of changes for ONNX FreeDimension support.
Spandan Tiwari committedFeb 13, 2018 Configuration menu - View commit details
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Commits on Feb 14, 2018
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Fix for ONNX ConvTranspose node loading issue.
Spandan Tiwari committedFeb 14, 2018 Configuration menu - View commit details
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Fix Tutorial 201B for convergence issue.
KeDengMS committedFeb 14, 2018 Configuration menu - View commit details
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Make the lattice deserialization parallel
(cherry picked from commit 4961226)
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Introduce lattice reader verbosity
(cherry picked from commit d465167)
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Integrate kedeng/fix201B2 into master
Project Philly authored and CNTK Team committedFeb 14, 2018 Configuration menu - View commit details
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Add support for FreeDimension in Pooling/Unpooling
KeDengMS committedFeb 14, 2018 Configuration menu - View commit details
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Commits on Feb 15, 2018
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Introduce latticeConfigPath to SE node
(cherry picked from commit dcdad16)
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Integrate vadimma/latpar into master
Project Philly authored and CNTK Team committedFeb 15, 2018 Configuration menu - View commit details
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Manik Jindal committed
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Commits on Feb 16, 2018
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Adding mean_variance_normalization CNTK and ONNX op, and LayerNormali…
…zation ONNX suort.
Spandan Tiwari committedFeb 16, 2018 Configuration menu - View commit details
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Commits on Feb 20, 2018
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Move hard-coded CNTK version to a common place
This will help to build CNTK for nighlty builds with required CNTK version. If environment variable 'BUILD_CNTK_VERSION' is set, then CNTK will be build for that version as a public release('+' won't be appended to CNTK version). Otherwise hard-coded CNTK version will be used as a private build (2.4+).
Manik Jindal committedFeb 20, 2018 Configuration menu - View commit details
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Commits on Feb 21, 2018
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Disable MKL-DNN for now before we pick up the fix for AMD cache size …
…fix. In MKL-DNN 0.12 release, there's a cache size detection issue causing crash on AMD Ryzen CPUs. This change disables MKL-DNN to unblock AMD Ryzen users for now.
KeDengMS committedFeb 21, 2018 Configuration menu - View commit details
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Commits on Feb 23, 2018
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Fix crash in CBF when crossing sweep boundary
KeDengMS committedFeb 23, 2018 Configuration menu - View commit details
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