Tags: sunjiangbo/MNN
Tags
- dynamic computation graph (beta) - add supports (/express) - add tests - add benchmarks with it (/benchmark/exprModels) - Python - MNN engine and tools were submitted to pip - available on Windows/macOS/Linux - Engine/Converter - add supports for each op benchmarking - refactor optimizer by separating steps - CPU - add supports for Conv3D, Pool3D, ELU, ReverseSequence - fix ArgMax, Permute, Scale, BinaryOp, Slice, SliceTf - OpenCL - add half transform in CPU - add broadcast supports for binary - optimize Conv2D, Reshape, Eltwise, Gemm, etc. - OpenGL - add sub, real div supports for binary - add supports for unary - optimize Conv2D, Reshape - Vulkan - add max supports for eltwise - Metal - fix metallib missing problem - Train/Quantization - use express to refactor training codes
beta 0.2.0.9 - fix quantization tool compiling on Windows - fix converter compiling on Windows - fix eltwise optimization on Windows - separate sse & avx for Windows - add LeakyReLU support for TensorFlow - fix reshape, const for TensorFlow - fix dimension format error for ONNX ops - optimize winograd, ReLU for OpenCL - add fp16 availability & dimensions size check-up for OpenCL - optimize GEMM for arm32 - fix ExpandDims shape calculation when inputs size == 1
beta 0.2.0.8 - add NaN check-up - add quantification support for ScaleAdd Op - add binary to eltwise optimization - add console logs for quantization tool - better document for quantization tool - replace redundant dimension flags with dimension format - optimize performance of TensorFlow Lite Quantized Convolution - fix axis support for ONNX softmax - fix get performance compile error on Windows
beta 0.2.0.7 - move docs to https://www.yuque.com/mnn - fix bugs for CPU ops TopKV2 and quantized convolution - add enqueue map buffer error handle for OpenCL - add nullptr protection for extra tensor desc - add failure protection for memory acquirement - fix slice shape calculation - refactor binary shape calculation
beta 0.2.0.5 - CPU - add support for DepthToSpace & SpaceToDepth ops - OpenGL - add Android demo - add half / float runtime option - add support for ROIPooling, Squeeze - fix bugs in conv im2col - OpenCL - fix Concat, Eltwise, Reshape bugs - Tools - add KL threshold method in quantization tool - support optimization for graph with multiple rnn
beta 0.2.0.2 - CPU - add padding support - fix bug in permute when channel % 4 != 0 - fix bug in exp with extreme value - OpenCL - add protecting logics - OpenGL - add protecting logics - support NCHW format in Squeeze and Reshape - Converter - add ShuffleChannel support for Caffe - add Clip/Transpose/Unary/Pad supports for ONNX
beta 0.2.0.1 - support both armv7/arm64 in podspec (pod version >= 1.5.0 required) - refactor neg axis support - fix memory overlap in de-conv - fix CONVOLUTION_TILED_NUMBER spell error - fix few warnings - add binary / interp / permute / relu / reshape / softmax support and optimize conv for OpenGL backend - add clean in nmake build script
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