path	# lines of code
express/Utils.hpp	76
express/ExecutorScope.cpp	56
express/Optimizer.cpp	19
express/NeuralNetWorkOp.cpp	1536
express/MathOp.cpp	628
express/Expr.cpp	1296
express/module/IfModule.cpp	100
express/module/StaticModule.cpp	627
express/module/NMSModule.hpp	19
express/module/ModuleInside.hpp	25
express/module/PipelineModule.cpp	841
express/module/IfModule.hpp	25
express/module/NMSModule.cpp	130
express/module/PipelineModule.hpp	55
express/module/StaticModule.hpp	51
express/module/WhileModule.cpp	235
express/module/WhileModule.hpp	36
express/module/Module.cpp	491
express/RuntimeAttr.hpp	37
express/Executor.cpp	593
express/Utils.cpp	287
codegen/cuda/CUDATarget.hpp	21
codegen/cuda/CUDATarget.cpp	773
codegen/cpu/c/SourceTargetCodeGen.cpp	194
codegen/cpu/AST.hpp	200
codegen/cpu/CPUPluginModule.cpp	260
codegen/opencl/OpenCLTarget.hpp	19
codegen/opencl/OpenCLTarget.cpp	216
codegen/old_opencl/OpenCLModule.cpp	283
codegen/SourceModule.cpp	157
codegen/OpFuse.hpp	5
codegen/metal/MetalTarget.hpp	19
codegen/metal/MetalTarget.cpp	212
codegen/SourceModule.hpp	68
codegen/OpFuse.cpp	390
backupcode/shape/ShapeReduceJoin.cpp	35
backupcode/shape/ShapeAsString.cpp	18
backupcode/cpubackend/CPUReduceJoin.cpp	54
backupcode/cpubackend/CPUInnerProduct.hpp	11
backupcode/cpubackend/CPULSTM.hpp	37
backupcode/cpubackend/CPUSelu.cpp	36
backupcode/cpubackend/CPULRN.hpp	23
backupcode/cpubackend/ConvolutionWinograd3D.hpp	33
backupcode/cpubackend/CPUGatherV2.cpp	68
backupcode/cpubackend/CPUThreshold.hpp	15
backupcode/cpubackend/CPUDilation2D.hpp	22
backupcode/cpubackend/CPUSoftmax.cpp	264
backupcode/cpubackend/CPUInnerProduct.cpp	69
backupcode/cpubackend/Convolution3D3x3.cpp	377
backupcode/cpubackend/CPUGatherND.cpp	51
backupcode/cpubackend/CPUGatherND.hpp	14
backupcode/cpubackend/CPUAsString.cpp	107
backupcode/cpubackend/Convolution3D3x3.hpp	24
backupcode/cpubackend/CPUSelu.hpp	15
backupcode/cpubackend/CPUSoftmax.hpp	22
backupcode/cpubackend/CPUElu.cpp	28
backupcode/cpubackend/CPUDilation2D.cpp	104
backupcode/cpubackend/CPULSTM.cpp	308
backupcode/cpubackend/CPUSpatialProduct.cpp	42
backupcode/cpubackend/CPUAsString.hpp	11
backupcode/cpubackend/bf16/BF16Functions.cpp	834
backupcode/cpubackend/bf16/BF16Unary.hpp	7
backupcode/cpubackend/bf16/BF16Binary.cpp	264
backupcode/cpubackend/bf16/BF16Unary.cpp	251
backupcode/cpubackend/bf16/BF16Backend.hpp	21
backupcode/cpubackend/bf16/VecHalf.hpp	469
backupcode/cpubackend/bf16/WinogradOptFunctionHalf.cpp	1146
backupcode/cpubackend/bf16/BF16Backend.cpp	121
backupcode/cpubackend/bf16/register.py	37
backupcode/cpubackend/bf16/BF16Binary.hpp	7
backupcode/cpubackend/bf16/WinogradOptFunctionHalf.hpp	17
backupcode/cpubackend/bf16/BF16Functions.hpp	15
backupcode/cpubackend/CPUGatherV2.hpp	16
backupcode/cpubackend/CPUBatchMatMul.hpp	21
backupcode/cpubackend/CPUReduceJoin.hpp	11
backupcode/cpubackend/CPUConvolution3D.cpp	247
backupcode/cpubackend/CPUCosineSimilarity.hpp	13
backupcode/cpubackend/CPUPoolGrad.cpp	123
backupcode/cpubackend/CPUElu.hpp	15
backupcode/cpubackend/CPUThreshold.cpp	27
backupcode/cpubackend/CPUNormalize.hpp	21
backupcode/cpubackend/BlstmComputer.cpp	313
backupcode/cpubackend/CPUCosineSimilarity.cpp	69
backupcode/cpubackend/CPUBatchMatMul.cpp	70
backupcode/cpubackend/CPUNormalize.cpp	132
backupcode/cpubackend/compute/DeconvolutionWithStride.hpp	46
backupcode/cpubackend/compute/GemmInt8Executor.cpp	207
backupcode/cpubackend/compute/DeconvolutionWithStride.cpp	495
backupcode/cpubackend/compute/GemmInt8Executor.hpp	31
backupcode/cpubackend/CPUSpatialProduct.hpp	12
backupcode/cpubackend/BlstmComputer.hpp	44
backupcode/cpubackend/CPUConvolution3D.hpp	37
backupcode/cpubackend/ConvolutionWinograd3D.cpp	352
backupcode/cpubackend/CPULRN.cpp	202
backupcode/cpubackend/CPUPoolGrad.hpp	60
backupcode/geometry/GeometryCropAndResize.cpp	107
backupcode/geometry/GeometrySoftmax.cpp	170
backupcode/geometry/GeometryGather.cpp	255
backupcode/winogradGenerateGLSL.cpp	216
backupcode/winogradGenerateCL.cpp	245
include/MNN/Interpreter.hpp	161
include/MNN/ImageProcess.hpp	71
include/MNN/HalideRuntime.h	169
include/MNN/Tensor.hpp	131
include/MNN/MNNSharedContext.h	50
include/MNN/MNNForwardType.h	55
include/MNN/MNNDefine.h	64
include/MNN/plugin/PluginKernel.hpp	48
include/MNN/plugin/PluginShapeInference.hpp	36
include/MNN/plugin/PluginContext.hpp	99
include/MNN/ErrorCode.hpp	28
include/MNN/expr/MathOp.hpp	122
include/MNN/expr/Scope.hpp	84
include/MNN/expr/Expr.hpp	231
include/MNN/expr/Executor.hpp	103
include/MNN/expr/ExprCreator.hpp	6
include/MNN/expr/Optimizer.hpp	49
include/MNN/expr/Module.hpp	95
include/MNN/expr/NeuralNetWorkOp.hpp	151
include/MNN/expr/ExecutorScope.hpp	18
include/MNN/Matrix.h	368
include/MNN/AutoTime.hpp	41
include/MNN/Rect.h	199
tools/cv/include/cv/calib3d.hpp	14
tools/cv/include/cv/types.hpp	361
tools/cv/include/cv/core.hpp	20
tools/cv/include/cv/imgcodecs.hpp	26
tools/cv/include/cv/imgproc/draw.hpp	32
tools/cv/include/cv/imgproc/color.hpp	186
tools/cv/include/cv/imgproc/geometric.hpp	52
tools/cv/include/cv/imgproc/imgproc.hpp	10
tools/cv/include/cv/imgproc/histograms.hpp	12
tools/cv/include/cv/imgproc/filter.hpp	45
tools/cv/include/cv/imgproc/miscellaneous.hpp	30
tools/cv/include/cv/imgproc/structural.hpp	38
tools/cv/include/cv/cv.hpp	8
tools/cv/benchmark/opencv_benchmark.cpp	316
tools/cv/source/calib3d/calib3d.cpp	661
tools/cv/source/imgproc/structural.cpp	2006
tools/cv/source/imgproc/histograms.cpp	11
tools/cv/source/imgproc/filter.cpp	431
tools/cv/source/imgproc/miscellaneous.cpp	81
tools/cv/source/imgproc/geometric.cpp	196
tools/cv/source/imgproc/color.cpp	105
tools/cv/source/imgproc/draw.cpp	877
tools/cv/source/core/core.cpp	154
tools/cv/source/imgcodecs/imgcodecs.cpp	132
tools/audio/include/audio/audio.hpp	46
tools/audio/source/audio.cpp	499
tools/mnncompress/mnncompress/tensorflow/decomposition.py	254
tools/mnncompress/mnncompress/tensorflow/overflow_custom_ops.py	147
tools/mnncompress/mnncompress/tensorflow/graph_checker.py	75
tools/mnncompress/mnncompress/tensorflow/weight_quantizer.py	146
tools/mnncompress/mnncompress/tensorflow/__init__.py	9
tools/mnncompress/mnncompress/tensorflow/LSQ_quantizer.py	563
tools/mnncompress/mnncompress/tensorflow/sensitivity_analyzer.py	51
tools/mnncompress/mnncompress/tensorflow/TaylorFO_channel_pruner.py	359
tools/mnncompress/mnncompress/tensorflow/SNIP_level_pruner.py	230
tools/mnncompress/mnncompress/tensorflow/hooks.py	54
tools/mnncompress/mnncompress/tensorflow/helpers.py	323
tools/mnncompress/mnncompress/tensorflow/OAQ_quantizer.py	662
tools/mnncompress/mnncompress/tensorflow/SIMD_OC_pruner.py	318
tools/mnncompress/mnncompress/tensorflow/EMA_quantizer.py	583
tools/mnncompress/mnncompress/tensorflow/SA_prune_ratio_searcher.py	227
tools/mnncompress/mnncompress/tensorflow/admm_pruner.py	463
tools/mnncompress/mnncompress/tensorflow/fix_quant_params.py	36
tools/mnncompress/mnncompress/tensorflow/level_pruner.py	169
tools/mnncompress/mnncompress/common/VBMF.py	136
tools/mnncompress/mnncompress/common/__init__.py	1
tools/mnncompress/mnncompress/common/log.py	106
tools/mnncompress/mnncompress/common/helper.py	38
tools/mnncompress/mnncompress/common/MNN_compression.proto	86
tools/mnncompress/mnncompress/__init__.py	1
tools/mnncompress/mnncompress/pytorch/decomposition.py	126
tools/mnncompress/mnncompress/pytorch/weight_quantizer.py	246
tools/mnncompress/mnncompress/pytorch/__init__.py	7
tools/mnncompress/mnncompress/pytorch/LSQ_quantizer.py	601
tools/mnncompress/mnncompress/pytorch/TaylorFO_channel_pruner.py	225
tools/mnncompress/mnncompress/pytorch/SNIP_level_pruner.py	188
tools/mnncompress/mnncompress/pytorch/SIMD_OC_pruner.py	249
tools/mnncompress/mnncompress/pytorch/compute_new_weights.py	204
tools/mnncompress/mnncompress/pytorch/utils.py	81
tools/mnncompress/mnncompress/pytorch/linear_over_param.py	110
tools/mnncompress/mnncompress/version.py	1
tools/mnncompress/setup.py	20
tools/script/testMNNFromTorch.py	87
tools/script/formatLicence.py	90
tools/script/arm_assembly.py	128
tools/script/testMNNFromOnnx.py	283
tools/script/get_model.py	56
tools/script/testResourceWithDescrisbe.py	16
tools/script/testMNNFromTf.py	115
tools/script/convertTfTest.py	33
tools/script/llm_upload.py	119
tools/script/make_test_for_mnn.py	73
tools/script/modelTestForAndroid.py	90
tools/script/torchsscriptTest.py	42
tools/script/input_output_to_json.py	33
tools/script/convertOnnxTest.py	33
tools/script/testMNNFromTflite.py	140
tools/script/register.py	327
tools/script/convertTfliteTest.py	30
tools/script/mnn_rules.py	19
tools/script/testPTQ.py	129
tools/script/convertTorchTest.py	30
tools/script/turnMNN2Expr.py	249
tools/script/testResource.py	26
tools/script/analyzeQuantErrors.py	139
tools/script/modelTest.py	166
tools/evaluation/classficationTopkEval.cpp	207
tools/evaluation/turnLabelToClassID.py	33
tools/quantization/quanDemo.py	42
tools/quantization/logkit.h	161
tools/quantization/TensorStatistic.cpp	264
tools/quantization/TensorStatistic.hpp	54
tools/quantization/calibration.hpp	76
tools/quantization/Helper.hpp	30
tools/quantization/quantizeWeight.cpp	184
tools/quantization/calibration.cpp	1302
tools/quantization/quantizeWeight.hpp	16
tools/quantization/Helper.cpp	202
tools/quantization/quantized.cpp	7
tools/converter/include/PostConverter.hpp	15
tools/converter/include/writeFb.hpp	8
tools/converter/include/torchConverter.hpp	6
tools/converter/include/liteConverter.hpp	24
tools/converter/include/addBizCode.hpp	7
tools/converter/include/onnxConverter.hpp	7
tools/converter/include/caffeConverter.hpp	7
tools/converter/include/config.hpp	57
tools/converter/include/logkit.h	142
tools/converter/include/cli.hpp	15
tools/converter/include/cxxopts.hpp	1011
tools/converter/include/OpCount.hpp	19
tools/converter/include/ConverterScope.hpp	39
tools/converter/include/tensorflowConverter.hpp	8
tools/converter/tools/genInput.py	9
tools/converter/tools/auto_quant.py	246
tools/converter/tools/testConvertor.py	9
tools/converter/tools/test4TF.py	83
tools/converter/tools/test4Caffe.py	63
tools/converter/tools/user_quant_modify_demo.py	49
tools/converter/source/compression/quantization.hpp	21
tools/converter/source/compression/MNN_compression.proto	103
tools/converter/source/TestPassManager.cpp	81
tools/converter/source/caffe/Softmax.cpp	26
tools/converter/source/caffe/Reshape.cpp	64
tools/converter/source/caffe/Permute.cpp	24
tools/converter/source/caffe/BNLL.cpp	22
tools/converter/source/caffe/LRN.cpp	22
tools/converter/source/caffe/Eltwise.cpp	49
tools/converter/source/caffe/PriorBox.cpp	61
tools/converter/source/caffe/Crop.cpp	33
tools/converter/source/caffe/caffe.proto	1887
tools/converter/source/caffe/Elu.cpp	23
tools/converter/source/caffe/Input.cpp	29
tools/converter/source/caffe/Tanh.cpp	19
tools/converter/source/caffe/CaffeUtils.cpp	30
tools/converter/source/caffe/Im2Seq.cpp	34
tools/converter/source/caffe/Detection.cpp	34
tools/converter/source/caffe/InnerProduct.cpp	63
tools/converter/source/caffe/Python.cpp	45
tools/converter/source/caffe/Slice.cpp	25
tools/converter/source/caffe/Relu.cpp	69
tools/converter/source/caffe/CaffeUtils.hpp	9
tools/converter/source/caffe/OpConverter.cpp	206
tools/converter/source/caffe/Pool.cpp	108
tools/converter/source/caffe/ROIPooling.cpp	20
tools/converter/source/caffe/caffeConverter.cpp	109
tools/converter/source/caffe/UnaryOp.cpp	22
tools/converter/source/caffe/Threshold.cpp	22
tools/converter/source/caffe/ResizeInterp.cpp	81
tools/converter/source/caffe/Sigmoid.cpp	19
tools/converter/source/caffe/Normalize.cpp	28
tools/converter/source/caffe/SpatialProduct.cpp	19
tools/converter/source/caffe/LSTM.cpp	56
tools/converter/source/caffe/OpConverter.hpp	45
tools/converter/source/caffe/Convolution3D.cpp	75
tools/converter/source/caffe/Concat.cpp	26
tools/converter/source/caffe/ShuffleChannel.cpp	27
tools/converter/source/caffe/ArgMax.cpp	28
tools/converter/source/caffe/Clip.cpp	22
tools/converter/source/caffe/Convolution.cpp	188
tools/converter/source/caffe/BatchNormalScale.cpp	147
tools/converter/source/tensorflow/RangeTf.cpp	20
tools/converter/source/tensorflow/versions.proto	27
tools/converter/source/tensorflow/SegmentMeanTf.cpp	15
tools/converter/source/tensorflow/ConstTf.cpp	24
tools/converter/source/tensorflow/EluTf.cpp	16
tools/converter/source/tensorflow/ScatterNdTf.cpp	12
tools/converter/source/tensorflow/SliceTf.cpp	20
tools/converter/source/tensorflow/BinaryOpTf.cpp	86
tools/converter/source/tensorflow/GatherTf.cpp	31
tools/converter/source/tensorflow/Relu6Tf.cpp	16
tools/converter/source/tensorflow/TfUtils.hpp	13
tools/converter/source/tensorflow/TileTf.cpp	14
tools/converter/source/tensorflow/TensorArrayTf.cpp	156
tools/converter/source/tensorflow/BroadcastToTf.cpp	13
tools/converter/source/tensorflow/node_def.proto	56
tools/converter/source/tensorflow/RandomUniformTf.cpp	27
tools/converter/source/tensorflow/TmpGraph.cpp	10
tools/converter/source/tensorflow/FillTf.cpp	25
tools/converter/source/tensorflow/ReverseSequence.cpp	36
tools/converter/source/tensorflow/TanhTf.cpp	15
tools/converter/source/tensorflow/TfUtils.cpp	47
tools/converter/source/tensorflow/MatMulTf.cpp	36
tools/converter/source/tensorflow/SigmoidTf.cpp	15
tools/converter/source/tensorflow/ReshapeTf.cpp	47
tools/converter/source/tensorflow/UnpackTf.cpp	19
tools/converter/source/tensorflow/Pooling3DTf.cpp	50
tools/converter/source/tensorflow/tfOpConverter.cpp	153
tools/converter/source/tensorflow/TFGraphResolverHelpers.hpp	95
tools/converter/source/tensorflow/op_def.proto	126
tools/converter/source/tensorflow/SpaceToDepth.cpp	21
tools/converter/source/tensorflow/TransposeTf.cpp	20
tools/converter/source/tensorflow/AddNTf.cpp	19
tools/converter/source/tensorflow/ListDiff.cpp	16
tools/converter/source/tensorflow/SqueezeTf.cpp	23
tools/converter/source/tensorflow/Detection_PostProcessTf.cpp	51
tools/converter/source/tensorflow/ReductionTf.cpp	77
tools/converter/source/tensorflow/BatchMatMulTf.cpp	23
tools/converter/source/tensorflow/RankTf.cpp	15
tools/converter/source/tensorflow/LSTMBlockCellTf.cpp	26
tools/converter/source/tensorflow/ResizeBilinearTf.cpp	65
tools/converter/source/tensorflow/UnravelIndexTf.cpp	13
tools/converter/source/tensorflow/types.proto	61
tools/converter/source/tensorflow/InputTf.cpp	32
tools/converter/source/tensorflow/DepthToSpaceTf.cpp	21
tools/converter/source/tensorflow/AsStringTf.cpp	28
tools/converter/source/tensorflow/NonMaxSuppressionV2Tf.cpp	15
tools/converter/source/tensorflow/TopKV2Tf.cpp	25
tools/converter/source/tensorflow/OneHotTf.cpp	22
tools/converter/source/tensorflow/ExpandDims.cpp	23
tools/converter/source/tensorflow/StridedSliceTf.cpp	31
tools/converter/source/tensorflow/Select.cpp	14
tools/converter/source/tensorflow/SizeTf.cpp	20
tools/converter/source/tensorflow/WhereTf.cpp	17
tools/converter/source/tensorflow/UnaryOp.cpp	104
tools/converter/source/tensorflow/UniqueTf.cpp	15
tools/converter/source/tensorflow/PadTf.cpp	27
tools/converter/source/tensorflow/TmpGraph.hpp	25
tools/converter/source/tensorflow/DequantizeTf.cpp	47
tools/converter/source/tensorflow/resource_handle.proto	23
tools/converter/source/tensorflow/TFGraphResolver.hpp	72
tools/converter/source/tensorflow/TFGraphResolver.cpp	261
tools/converter/source/tensorflow/SoftmaxTf.cpp	21
tools/converter/source/tensorflow/attr_value.proto	55
tools/converter/source/tensorflow/CastTf.cpp	25
tools/converter/source/tensorflow/ReduceJoinTf.cpp	20
tools/converter/source/tensorflow/SeluTf.cpp	23
tools/converter/source/tensorflow/Shape.cpp	14
tools/converter/source/tensorflow/tensor.proto	68
tools/converter/source/tensorflow/LinSpaceTf.cpp	17
tools/converter/source/tensorflow/CropAndResizeTf.cpp	26
tools/converter/source/tensorflow/PackTf.cpp	21
tools/converter/source/tensorflow/tfOpConverter.hpp	58
tools/converter/source/tensorflow/function.proto	90
tools/converter/source/tensorflow/ReluTf.cpp	26
tools/converter/source/tensorflow/graph.proto	50
tools/converter/source/tensorflow/tensor_shape.proto	39
tools/converter/source/tensorflow/PoolingTf.cpp	52
tools/converter/source/tensorflow/tensorflowConverter.cpp	29
tools/converter/source/tensorflow/GatherV2Tf.cpp	22
tools/converter/source/tensorflow/LRNTf.cpp	23
tools/converter/source/MNNRevert2Buffer.cpp	10
tools/converter/source/common/AlignDenormalizedValue.cpp	34
tools/converter/source/common/CommonUtils.hpp	34
tools/converter/source/common/cli.cpp	1166
tools/converter/source/common/WeightQuantAndCoding.cpp	173
tools/converter/source/common/convertToStaticModel.cpp	341
tools/converter/source/common/OpCount.cpp	26
tools/converter/source/common/ChannelPruneConvert.cpp	294
tools/converter/source/common/AddSparseInfo.cpp	78
tools/converter/source/common/CommonUtils.cpp	76
tools/converter/source/common/ConverterScope.cpp	154
tools/converter/source/common/RemoveParams.cpp	192
tools/converter/source/common/Json2Flatbuffer.cpp	201
tools/converter/source/common/Json2Flatbuffer.hpp	13
tools/converter/source/common/AddUUID.cpp	42
tools/converter/source/common/writeFb.cpp	289
tools/converter/source/common/FullQuantAndCoding.cpp	149
tools/converter/source/common/SaveHalfFloat.cpp	52
tools/converter/source/tflite/liteConverter.cpp	329
tools/converter/source/tflite/SoftmaxTflite.cpp	38
tools/converter/source/tflite/DequantizeTflite.cpp	32
tools/converter/source/tflite/BroadCastAdd.cpp	54
tools/converter/source/tflite/ReshapeTflite.cpp	25
tools/converter/source/tflite/ShapeTflite.cpp	17
tools/converter/source/tflite/TfliteUtils.hpp	39
tools/converter/source/tflite/TileTflite.cpp	17
tools/converter/source/tflite/BinaryTflite.cpp	47
tools/converter/source/tflite/ExpandDimTflite.cpp	17
tools/converter/source/tflite/CustomTflite.cpp	112
tools/converter/source/tflite/PadTflite.cpp	47
tools/converter/source/tflite/ConvolutionTflite.cpp	343
tools/converter/source/tflite/UnpackTflite.cpp	20
tools/converter/source/tflite/SelectTflite.cpp	16
tools/converter/source/tflite/TransposeTflite.cpp	19
tools/converter/source/tflite/CastTflite.cpp	24
tools/converter/source/tflite/TanHTflite.cpp	17
tools/converter/source/tflite/ConcatTflite.cpp	45
tools/converter/source/tflite/LogisticTflite.cpp	36
tools/converter/source/tflite/RangeTflite.cpp	16
tools/converter/source/tflite/FillTflite.cpp	31
tools/converter/source/tflite/SliceTflite.cpp	16
tools/converter/source/tflite/SqueezeTflite.cpp	32
tools/converter/source/tflite/BatchToSpaceTflite.cpp	37
tools/converter/source/tflite/PackTflite.cpp	68
tools/converter/source/tflite/PoolingTflite.cpp	68
tools/converter/source/tflite/TopKV2Tflite.cpp	20
tools/converter/source/tflite/SpaceToDepthTflite.cpp	37
tools/converter/source/tflite/ReductionTflite.cpp	69
tools/converter/source/tflite/TfliteUtils.cpp	118
tools/converter/source/tflite/BatchMatMulTflite.cpp	22
tools/converter/source/tflite/DepthwiseConv2DTflite.cpp	165
tools/converter/source/tflite/UnaryTflite.cpp	51
tools/converter/source/tflite/liteOpConverter.hpp	62
tools/converter/source/tflite/ResizeBilinear.cpp	56
tools/converter/source/tflite/ReluTflite.cpp	68
tools/converter/source/tflite/GatherTflite.cpp	20
tools/converter/source/tflite/QuantizeTflite.cpp	45
tools/converter/source/tflite/OneHotTflite.cpp	20
tools/converter/source/tflite/liteOpConverter.cpp	24
tools/converter/source/torch/UpsampleTorch.cpp	61
tools/converter/source/torch/ScatterTorch.cpp	21
tools/converter/source/torch/BinaryTorch.cpp	79
tools/converter/source/torch/UniformTorch.cpp	19
tools/converter/source/torch/SoftmaxTorch.cpp	18
tools/converter/source/torch/SliceTorch.cpp	84
tools/converter/source/torch/SplitTorch.cpp	28
tools/converter/source/torch/ReduceTorch.cpp	104
tools/converter/source/torch/TileTorch.cpp	16
tools/converter/source/torch/ReshapeTorch.cpp	38
tools/converter/source/torch/CustomTorch.cpp	18
tools/converter/source/torch/LayerNormTorch.cpp	51
tools/converter/source/torch/GatherTorch.cpp	37
tools/converter/source/torch/CumProdTorch.cpp	18
tools/converter/source/torch/GridSampleTorch.cpp	30
tools/converter/source/torch/torchOptimize.cpp	419
tools/converter/source/torch/ConcatTorch.cpp	61
tools/converter/source/torch/IndexTorch.cpp	21
tools/converter/source/torch/UnaryTorch.cpp	115
tools/converter/source/torch/PoolTorch.cpp	59
tools/converter/source/torch/Im2ColTorch.cpp	60
tools/converter/source/torch/PadTorch.cpp	30
tools/converter/source/torch/RangeTorch.cpp	17
tools/converter/source/torch/WhereTorch.cpp	16
tools/converter/source/torch/IfTorch.cpp	32
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tools/converter/source/optimizer/Global.hpp	31
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tools/converter/source/optimizer/tflitextra/TFliteExtraManager.cpp	61
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tools/converter/source/onnx/onnx_model_graph_opt.py	792
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tools/converter/source/onnx/onnxOpConverter.cpp	623
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pymnn/pip_package/MNN/numpy/random/__init__.py	15
pymnn/pip_package/MNN/numpy/linalg/__init__.py	41
pymnn/pip_package/MNN/numpy/__init__.py	1251
pymnn/pip_package/MNN/expr/__init__.py	2951
pymnn/pip_package/MNN/nn/__init__.py	49
pymnn/pip_package/setup.py	384
cmake/GenerateVersionFromVCS.cmake	44
cmake/VersionFromVCS.cmake	48
cmake/ios.toolchain.cmake	635
cmake/macros.cmake	12
cmake/dummy.cpp	1
cmake/oneDNN.cmake	17
doc/API/API_index.html	4
doc/API/html/menu.js	25
doc/API/html/menudata.js	92
doc/API/html/dynsections.js	80
doc/API/html/doxygen.css	1400
project/android/Hmacro.py	53
project/cross-compile/arm.toolchain.cmake	51
project/ios/Playground/AppDelegate.h	4
project/ios/Playground/AppDelegate.mm	88
project/ios/Playground/main.m	7
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Models/ModelListViewModel.swift	120
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Models/ModelInfo.swift	29
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Models/ModelSource.swift	16
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Models/ModelSourceManager.swift	21
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Models/ModelStorageManager.swift	30
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Network/ModelScopeUtilities.swift	18
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Network/ModelScopeModels.swift	42
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Network/ModelDownloadStorage.swift	56
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Network/ModelScopeDownloadManager.swift	309
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Network/ModelClient.swift	84
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Network/ModelScopeLogger.swift	18
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/ModelIcon/ModelIcon.swift	18
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/ModelIcon/ModelIconManager.swift	34
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Views/ModelRowView.swift	46
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Views/ModelListView.swift	180
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Views/HelpView.swift	8
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Views/SearchBar.swift	23
apps/iOS/MNNLLMChat/MNNLLMiOS/ModelList/Views/WebView.swift	13
apps/iOS/MNNLLMChat/MNNLLMiOS/MNNLLMiOS-Bridging-Header.h	5
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/ModelConfigManager.swift	172
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/LLMState.swift	14
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/LLMChatData.swift	59
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/LLMChatVideo.swift	15
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/LLMChatViewModel.swift	289
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/LLMChatUser.swift	22
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/LLMChatMessage.swift	27
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Models/LLMChatImage.swift	15
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Interactor/ThinkResultProcessor.swift	40
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Interactor/LLMChatInteractor.swift	137
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Interactor/ChatInteractorProtocol.swift	11
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Views/LLMChatView.swift	95
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Views/ModelSettingsView.swift	241
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Views/ParameterSliderView.swift	20
apps/iOS/MNNLLMChat/MNNLLMiOS/Chat/Views/MixedSamplersView.swift	127
apps/iOS/MNNLLMChat/MNNLLMiOS/ChatHistory/Models/ChatHistory.swift	17
apps/iOS/MNNLLMChat/MNNLLMiOS/ChatHistory/ChatHistoryFileManager.swift	58
apps/iOS/MNNLLMChat/MNNLLMiOS/ChatHistory/ModelIconView.swift	15
apps/iOS/MNNLLMChat/MNNLLMiOS/ChatHistory/ChatHistoryItemView.swift	29
apps/iOS/MNNLLMChat/MNNLLMiOS/ChatHistory/SideMenuView.swift	71
apps/iOS/MNNLLMChat/MNNLLMiOS/ChatHistory/Services/ChatHistoryManager.swift	25
apps/iOS/MNNLLMChat/MNNLLMiOS/ChatHistory/Services/ChatHistoryDatabase.swift	124
apps/iOS/MNNLLMChat/MNNLLMiOS/LLMWrapper/LLMInferenceEngineWrapper.h	14
apps/iOS/MNNLLMChat/MNNLLMiOS/LLMWrapper/LLMInferenceEngineWrapper.mm	207
apps/iOS/MNNLLMChat/MNNLLMiOS/LLMWrapper/DiffusionSession.mm	63
apps/iOS/MNNLLMChat/MNNLLMiOS/LLMWrapper/DiffusionSession.h	15
apps/iOS/MNNLLMChat/MNNLLMiOS/Util/Attachment+Extension.swift	19
apps/iOS/MNNLLMChat/MNNLLMiOS/Util/AssetExtractor.swift	104
apps/iOS/MNNLLMChat/MNNLLMiOS/Util/String+Extension.swift	6
apps/iOS/MNNLLMChat/MNNLLMiOS/Util/URL+Extension.swift	9
apps/iOS/MNNLLMChat/MNNLLMiOS/Util/Color+Extension.swift	7
apps/iOS/MNNLLMChat/MNNLLMiOS/Util/Util.swift	131
apps/iOS/MNNLLMChat/MNNLLMiOS/MNNLLMiOSApp.swift	12
apps/iOS/MNNLLMChat/MNNLLMiOSUITests/MNNLLMiOSUITests.swift	21
apps/iOS/MNNLLMChat/MNNLLMiOSUITests/MNNLLMiOSUITestsLaunchTests.swift	18
apps/iOS/MNNLLMChat/MNNLLMiOSTests/MNNLLMiOSTests.swift	5
apps/Android/MnnLlmChat/apps/Android/MnnLlmChat/app/src/main/java/com/example/mnnllmchat/SettingsRowSlideSwitch.java	38
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfApiClient.kt	87
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/FileDownloadException.kt	2
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfRepoInfo.kt	20
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/ApplicationProvider.kt	12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfApiService.kt	19
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/ModelItem.kt	35
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/source/ModelSources.kt	32
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/source/RepoConfig.kt	9
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/source/ModelSourceConfig.kt	30
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/ms/MsApiService.java	11
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/ms/MsApiClient.kt	30
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/ms/MsRepoInfo.java	18
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelFileDownloader.kt	253
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadExecutor.kt	66
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadPersistentData.kt	79
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelDownloadManager.kt	321
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ModelRepoDownloader.kt	32
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadPausedException.kt	2
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadFileUtils.kt	98
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadListener.kt	10
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadForegroundService.kt	50
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/FileDownloadTask.kt	12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/DownloadInfo.kt	28
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/hf/HfShaVerifier.kt	48
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/hf/HfFileMetadataUtils.kt	63
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/hf/HfModelDownloader.kt	230
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/download/ms/MsModelDownloader.kt	217
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mls/api/HfFileMetadata.kt	11
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/llm/ChatSession.kt	12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/llm/GenerateProgressListener.kt	4
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/llm/AudioDataListener.kt	4
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/llm/LlmSession.kt	197
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/llm/DiffusionSession.kt	98
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/llm/ChatService.kt	65
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/MainActivity.kt	161
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/widgets/PopupWindowHelper.kt	47
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/widgets/FullScreenImageViewer.kt	28
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/widgets/TagsLayout.kt	103
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/FileUtils.kt	163
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/ModelPreferences.kt	32
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/RouterUtils.kt	8
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/KeyboardUtils.kt	20
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/AppUtils.kt	9
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/GithubUtils.kt	17
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/UiUtils.kt	57
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/Permissions.kt	4
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/PreferenceUtils.kt	45
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/ModelUtils.kt	182
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/ClipboardUtils.kt	11
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/CrashUtil.kt	102
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/DeviceUtils.kt	22
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/utils/AudioPlayService.kt	100
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListFragment.kt	189
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelItemListener.kt	5
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListContract.kt	10
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelItemDownloadState.kt	6
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelItemHolder.kt	175
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListAdapter.kt	110
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelist/ModelListPresenter.kt	286
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/audio/AudioPlayer.kt	216
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/asr/RecognizeService.kt	153
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/MnnLlmApplication.kt	11
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/history/HistoryListAdapter.kt	82
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/history/HistoryUtils.kt	20
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/history/ChatHistoryFragment.kt	71
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelsettings/SettingsRowSlideSwitch.java	51
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelsettings/DropDownLineView.kt	80
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelsettings/SettingsBottomSheetFragment.kt	375
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelsettings/ModelConfig.kt	186
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/modelsettings/SettingsItemView.kt	43
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/mainsettings/MainSettingsFragment.kt	73
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/mainsettings/MainSettings.kt	29
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/mainsettings/MainSettingsActivity.kt	25
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/mainsettings/DiffusionMemoryMode.kt	6
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/update/UpdateChecker.kt	195
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/DatasetOptionsAdapter.kt	66
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/chatlist/ChatListComponent.kt	118
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/chatlist/ChatRecyclerViewAdapter.kt	88
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/chatlist/AudioPlayerComponent.kt	65
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/chatlist/ChatViewHolders.kt	115
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatActivity.kt	299
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/model/ChatDatabaseHelper.kt	55
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/model/ChatDataItem.kt	65
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/model/SessionItem.kt	4
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/model/ChatDataManager.kt	173
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/input/ChatInputComponent.kt	282
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/input/MoreMenuItemView.kt	40
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/input/AttachmentPickerModule.kt	221
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/input/VoiceRecordingModule.kt	122
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/GenerateResultProcessor.kt	97
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/SessionUtils.kt	14
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/SelectTextActivity.kt	21
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/DownloadReceiver.kt	12
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/ChatPresenter.kt	175
apps/Android/MnnLlmChat/app/src/main/java/com/alibaba/mnnllm/android/chat/PromptUtils.kt	24
apps/Android/MnnLlmChat/app/src/main/java/com/k2fsa/sherpa/mnn/FeatureConfig.kt	8
apps/Android/MnnLlmChat/app/src/main/java/com/k2fsa/sherpa/mnn/OnlineRecognizer.kt	316
apps/Android/MnnLlmChat/app/src/main/java/com/k2fsa/sherpa/mnn/OnlineStream.kt	28
apps/Android/MnnLlmChat/app/src/main/res/values/arrays.xml	23
apps/Android/MnnLlmChat/app/src/main/res/values/colors.xml	29
apps/Android/MnnLlmChat/app/src/main/res/values/ip_attrs.xml	6
apps/Android/MnnLlmChat/app/src/main/res/values/attrs.xml	33
apps/Android/MnnLlmChat/app/src/main/res/values/strings.xml	103
apps/Android/MnnLlmChat/app/src/main/res/values/dimens.xml	24
apps/Android/MnnLlmChat/app/src/main/res/values/styles.xml	90
apps/Android/MnnLlmChat/app/src/main/res/values/ip_themes.xml	57
apps/Android/MnnLlmChat/app/src/main/res/values/ip_colors.xml	155
apps/Android/MnnLlmChat/app/src/main/res/values/themes.xml	12
apps/Android/MnnLlmChat/app/src/main/res/values/ip_theme_overlays.xml	106
apps/Android/MnnLlmChat/app/src/main/res/menu/settings_menu.xml	8
apps/Android/MnnLlmChat/app/src/main/res/menu/menu_main.xml	36
apps/Android/MnnLlmChat/app/src/main/res/menu/chat_context_menu_user.xml	12
apps/Android/MnnLlmChat/app/src/main/res/menu/model_item_context_menu.xml	12
apps/Android/MnnLlmChat/app/src/main/res/menu/menu_assistant_response.xml	15
apps/Android/MnnLlmChat/app/src/main/res/menu/menu_chat.xml	33
apps/Android/MnnLlmChat/app/src/main/res/menu/drawer_menu.xml	11
apps/Android/MnnLlmChat/app/src/main/res/drawable/bg_chat_input.xml	11
apps/Android/MnnLlmChat/app/src/main/res/drawable/bg_chat_user.xml	5
apps/Android/MnnLlmChat/app/src/main/res/drawable/baseline_arrow_drop_down_24.xml	3
apps/Android/MnnLlmChat/app/src/main/res/drawable/ic_audio_output.xml	9
apps/Android/MnnLlmChat/app/src/main/res/drawable/ic_send_tint.xml	5
apps/Android/MnnLlmChat/app/src/main/res/drawable/ic_copy.xml	21
apps/Android/MnnLlmChat/app/src/main/res/drawable/baseline_history_24.xml	3
apps/Android/MnnLlmChat/app/src/main/res/drawable/progress_m2_style.xml	17
apps/Android/MnnLlmChat/app/src/main/res/drawable/shape_button.xml	14
apps/Android/MnnLlmChat/app/src/main/res/drawable/arrow_right.xml	9
apps/Android/MnnLlmChat/app/src/main/res/drawable/ic_think.xml	9
apps/Android/MnnLlmChat/app/src/main/res/drawable/shape_tag_view.xml	14
apps/Android/MnnLlmChat/app/src/main/res/drawable/button_send.xml	12
apps/Android/MnnLlmChat/app/src/main/res/drawable/baseline_search_24.xml	10
apps/Android/MnnLlmChat/app/src/main/res/drawable/bg_mode_toggle.xml	17
apps/Android/MnnLlmChat/app/src/main/res/drawable/ic_close.xml	9
apps/Android/MnnLlmChat/app/src/main/res/drawable/bg_chat_assistant.xml	5
apps/Android/MnnLlmChat/app/src/main/res/drawable/download.xml	12
apps/Android/MnnLlmChat/app/src/main/res/drawable/bg_bottom_sheet.xml	6
apps/Android/MnnLlmChat/app/src/main/res/drawable/ic_more.xml	10
apps/Android/MnnLlmChat/app/src/main/res/drawable/ic_thinking.xml	10
apps/Android/MnnLlmChat/app/src/main/res/values-night/colors.xml	28
apps/Android/MnnLlmChat/app/src/main/res/values-night/ip_themes.xml	57
apps/Android/MnnLlmChat/app/src/main/res/values-night/ip_colors.xml	155
apps/Android/MnnLlmChat/app/src/main/res/values-night/ip_theme_overlays.xml	106
apps/Android/MnnLlmChat/app/src/main/res/layout/list_item_dataset.xml	63
apps/Android/MnnLlmChat/app/src/main/res/layout/item_holder_chatheader.xml	20
apps/Android/MnnLlmChat/app/src/main/res/layout/chat_more_menu_item.xml	34
apps/Android/MnnLlmChat/app/src/main/res/layout/settings_row_slider_switch.xml	46
apps/Android/MnnLlmChat/app/src/main/res/layout/fragment_modellist.xml	40
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_chat.xml	261
apps/Android/MnnLlmChat/app/src/main/res/layout/assistant_text_popup_menu.xml	35
apps/Android/MnnLlmChat/app/src/main/res/layout/item_option.xml	34
apps/Android/MnnLlmChat/app/src/main/res/layout/item_holder_user.xml	75
apps/Android/MnnLlmChat/app/src/main/res/layout/item_holder_assistant.xml	57
apps/Android/MnnLlmChat/app/src/main/res/layout/layout_mllm_test_activity.xml	18
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_select_text.xml	31
apps/Android/MnnLlmChat/app/src/main/res/layout/fragment_settings_sheet.xml	276
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_main_settings.xml	23
apps/Android/MnnLlmChat/app/src/main/res/layout/popup_image_dialog.xml	15
apps/Android/MnnLlmChat/app/src/main/res/layout/fragment_historylist.xml	39
apps/Android/MnnLlmChat/app/src/main/res/layout/custom_drop_down_line_view.xml	36
apps/Android/MnnLlmChat/app/src/main/res/layout/recycle_item_model.xml	119
apps/Android/MnnLlmChat/app/src/main/res/layout/item_sampler_spinner.xml	14
apps/Android/MnnLlmChat/app/src/main/res/layout/recycle_item_history.xml	48
apps/Android/MnnLlmChat/app/src/main/res/layout/settings_row_slider.xml	38
apps/Android/MnnLlmChat/app/src/main/res/layout/activity_main.xml	81
apps/Android/MnnLlmChat/app/src/main/res/layout/view_settings_item.xml	34
apps/Android/MnnLlmChat/app/src/main/res/xml/main_settings_prefs.xml	23
apps/Android/MnnLlmChat/app/src/main/res/xml/file_paths.xml	8
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transformers/llm/eval/evaluation/dataset.hpp	24
transformers/llm/eval/evaluation/evaluation.cpp	23
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transformers/llm/eval/evaluation/dataset.cpp	186
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source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/include/sharedCubinLoader.h	201
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/include/fmha_flash_attention.h	447
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source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_128_16_S_32_sm80.cubin.cpp	9916
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_128_16_S_16_sm89.cubin.cpp	8327
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_128_16_S_32_sm89.cubin.cpp	9916
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_64_32_S_16_sm86.cubin.cpp	7676
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_64_32_S_32_sm86.cubin.cpp	8593
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_128_16_S_32_sm86.cubin.cpp	9916
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_64_32_S_16_sm89.cubin.cpp	7676
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_64_32_S_16_sm80.cubin.cpp	7676
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_64_32_S_32_sm80.cubin.cpp	8583
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_128_16_S_16_sm86.cubin.cpp	8327
source/backend/cuda/execution/plugin/FmhaV2/fmha_flash_attention/src/fmha_v2_flash_attention_fp16_128_16_S_16_sm80.cubin.cpp	8337
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source/backend/opencl/execution/cl/binary_subgroup_buf_mnn_cl.cpp	605
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source/backend/opencl/execution/buffer/SelfAttentionBufExecution.cpp	456
source/backend/opencl/execution/buffer/ConvSubgroupBufExecution.cpp	368
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source/backend/opencl/execution/buffer/ConvBufLowMemoryExecution.cpp	892
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source/backend/opencl/execution/buffer/LoopBufExecution.cpp	407
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source/backend/opencl/execution/buffer/SplitGeluBufExecution.cpp	76
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source/backend/opencl/execution/buffer/GridSampleBufExecution.cpp	140
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source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	1392
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source/backend/opencl/execution/buffer/DepthwiseConvSubgroupBufExecution.cpp	248
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source/backend/opencl/execution/buffer/GroupNormBufExecution.cpp	168
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source/backend/opencl/execution/buffer/ConvBufWinograd.cpp	647
source/backend/opencl/execution/buffer/BinaryBufExecution.cpp	368
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source/backend/opencl/execution/buffer/StrassenMatmulOpenCLComputor.cpp	405
source/backend/opencl/execution/buffer/RasterBufExecution.cpp	294
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source/backend/opencl/execution/buffer/ScaleBufExecution.cpp	143
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source/backend/opencl/execution/buffer/DepthwiseConvBufExecution.cpp	284
source/backend/opencl/execution/buffer/LayerNormBufExecution.cpp	179
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source/backend/opencl/execution/buffer/DeconvBufExecution.cpp	160
source/backend/opencl/execution/buffer/ConvBufExecution.cpp	766
source/backend/opencl/execution/buffer/SelectBufExecution.cpp	67
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source/backend/opencl/execution/buffer/ReductionBufExecution.cpp	150
source/backend/opencl/execution/buffer/RangeBufExecution.hpp	21
source/backend/opencl/execution/buffer/UnaryBufExecution.cpp	253
source/backend/opencl/execution/buffer/GridSampleBufExecution.hpp	25
source/backend/opencl/execution/buffer/MatmulBufExecution.hpp	26
source/backend/nnapi/execution/NNAPIGather.cpp	25
source/backend/nnapi/execution/NNAPICast.hpp	14
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source/backend/nnapi/execution/NNAPIArgMax.cpp	19
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source/backend/nnapi/execution/NNAPIQuant.hpp	20
source/backend/nnapi/execution/NNAPICommonExecution.cpp	57
source/backend/nnapi/execution/NNAPIInterp.cpp	31
source/backend/nnapi/execution/NNAPIReduction.cpp	39
source/backend/nnapi/execution/NNAPIRaster.cpp	181
source/backend/nnapi/execution/NNAPIScale.cpp	22
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source/backend/nnapi/execution/NNAPIConvolution.cpp	162
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source/backend/nnapi/execution/NNAPIBinary.cpp	73
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source/backend/nnapi/execution/NNAPIPool.cpp	61
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source/backend/nnapi/backend/NNAPIOPRegister.cpp	50
source/backend/nnapi/backend/NNAPISymbol.hpp	81
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source/backend/nnapi/backend/NNAPISymbol.cpp	96
source/backend/nnapi/backend/NNAPIBackend.cpp	530
source/backend/vulkan/component/VulkanRenderPass.hpp	19
source/backend/vulkan/component/VulkanImage.hpp	82
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source/backend/vulkan/component/VulkanInstance.cpp	86
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source/backend/vulkan/component/VulkanDevice.cpp	489
source/backend/vulkan/component/VulkanTarget.cpp	144
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source/backend/vulkan/component/VulkanMemoryPool.cpp	97
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source/backend/vulkan/component/VulkanCommandPool.cpp	94
source/backend/vulkan/component/VulkanPipeline.cpp	360
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source/backend/vulkan/component/VulkanDevice.hpp	152
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source/backend/vulkan/component/VulkanSemaphore.cpp	9
source/backend/vulkan/component/VulkanFramebuffer.hpp	21
source/backend/vulkan/component/VulkanBuffer.cpp	53
source/backend/vulkan/component/VulkanImage.cpp	107
source/backend/vulkan/component/VulkanFramebuffer.cpp	16
source/backend/vulkan/runtime/VulkanRuntime.cpp	243
source/backend/vulkan/runtime/VulkanRuntime.hpp	77
source/backend/vulkan/runtime/vulkan_wrapper.cpp	486
source/backend/vulkan/vulkan/vk_platform.h	39
source/backend/vulkan/vulkan/vulkan_android.h	83
source/backend/vulkan/vulkan/vulkan_wrapper.h	202
source/backend/vulkan/vulkan/vulkan.h	42
source/backend/vulkan/image/shaders/AllShader.h	307
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source/backend/vulkan/image/execution/VulkanRaster.cpp	231
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source/backend/vulkan/image/execution/VulkanBinary.cpp	179
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source/backend/vulkan/image/execution/VulkanBasicExecution.cpp	92
source/backend/vulkan/image/execution/VulkanImageConverter.cpp	129
source/backend/vulkan/image/execution/VulkanROIPooling.cpp	72
source/backend/vulkan/image/execution/VulkanPool.hpp	18
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source/backend/vulkan/image/execution/VulkanMatMul.cpp	391
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source/backend/vulkan/image/execution/VulkanScale.cpp	65
source/backend/vulkan/image/backend/VulkanBackend.cpp	589
source/backend/vulkan/image/backend/VulkanTensor.cpp	82
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source/backend/vulkan/image/backend/VulkanBackend.hpp	99
source/backend/vulkan/image/compiler/VulkanShaderMap.cpp	158
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source/backend/vulkan/buffer/render/VulkanRasterAndInterpolate.cpp	364
source/backend/vulkan/buffer/render/VulkanGaussianRender.cpp	494
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source/backend/vulkan/buffer/render/compiler/AllShaderRender.cpp	6529
source/backend/vulkan/buffer/render/compiler/AllShaderRender.h	51
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source/backend/vulkan/buffer/render/compiler/makeshader.py	392
source/backend/vulkan/buffer/render/VulkanRasterDiff.cpp	86
source/backend/vulkan/buffer/render/glsl/render_vert.vert	15
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source/backend/vulkan/buffer/render/VulkanTexture.cpp	186
source/backend/vulkan/buffer/shaders/AllShader.h	339
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source/backend/vulkan/buffer/execution/VulkanRaster.cpp	315
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source/backend/vulkan/buffer/execution/VulkanLoop.cpp	300
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source/backend/vulkan/buffer/execution/VulkanBinary.cpp	197
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source/backend/vulkan/buffer/backend/VulkanBackend.cpp	448
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source/backend/vulkan/buffer/compiler/makeshader.py	390
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source/backend/arm82/Arm82OptFunc.cpp	589
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source/backend/arm82/Arm82WinogradOptFunc.cpp	1199
source/backend/arm82/Arm82Functions.cpp	1132
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source/backend/arm82/Arm82Functions.hpp	18
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source/backend/opengl/GLBackend.hpp	146
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source/backend/opengl/GLBackend.cpp	423
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source/backend/opengl/makeshader.py	40
source/backend/opengl/GLSoftmax.cpp	90
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source/backend/opengl/GLSSBOBuffer.cpp	33
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source/backend/opengl/GLProgram.cpp	86
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source/backend/opengl/GLReshape.cpp	104
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source/backend/opengl/GLConvolutionIm2col.cpp	205
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source/backend/opengl/GLConcat.cpp	73
source/backend/opengl/AllShader.cpp	1123
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source/backend/opengl/glsl/resizeBilinear.glsl	32
source/backend/opengl/glsl/softmaxChannel.glsl	78
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source/backend/opengl/glsl/convolution.glsl	81
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source/backend/opengl/glsl/gemm16x16.glsl	48
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source/backend/opengl/glsl/roiPooling.glsl	42
source/backend/opengl/glsl/nhwc_buffer_to_image.glsl	22
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source/backend/opengl/glsl/avgpool.glsl	32
source/backend/opengl/glsl/image_copy.glsl	14
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source/backend/opengl/glsl/kernel2image.glsl	20
source/backend/opengl/glsl/softmaxHeight.glsl	34
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source/backend/opengl/glsl/convolution1x1.glsl	58
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source/backend/opengl/glsl/softmaxWidth.glsl	34
source/backend/opengl/glsl/kernel2ImageDepthwise.glsl	29
source/backend/opengl/glsl/image_to_nhwc_buffer.glsl	21
source/backend/opengl/glsl/im2col.glsl	42
source/backend/opengl/GLSqueeze.cpp	58
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source/backend/coreml/mlmodel/include/protobuf-c/protobuf-c.h	336
source/backend/coreml/mlmodel/src/Parameters.pb-c.c	377
source/backend/coreml/mlmodel/src/FeatureTypes.pb-c.c	1328
source/backend/coreml/mlmodel/src/Model.pb-c.c	677
source/backend/coreml/mlmodel/src/protobuf-c.c	2655
source/backend/coreml/mlmodel/src/DataStructures.pb-c.c	1171
source/backend/coreml/mlmodel/proto/Parameters.proto	45
source/backend/coreml/mlmodel/proto/NeuralNetwork.proto	5706
source/backend/coreml/mlmodel/proto/Model.proto	148
source/backend/coreml/mlmodel/proto/FeatureTypes.proto	180
source/backend/coreml/mlmodel/proto/DataStructures.proto	80
source/backend/coreml/execution/CoreMLCommonExecution.cpp	23
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source/backend/coreml/execution/CoreMLScale.cpp	39
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source/backend/coreml/execution/CoreMLRaster.cpp	346
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