Path	Lines of Code
backupcode/cpubackend/bf16/BF16Functions.cpp	834
express/Expr.cpp	1296
express/MathOp.cpp	628
express/NeuralNetWorkOp.cpp	1536
express/module/PipelineModule.cpp	841
include/MNN/expr/NeuralNetWorkOp.hpp	151
pymnn/pip_package/MNN/expr/__init__.py	2951
pymnn/pip_package/MNN/nn/__init__.py	49
pymnn/pip_package/MNN/numpy/__init__.py	1251
source/backend/arm82/Arm82OptFunc.cpp	589
source/backend/coreml/backend/CoreMLBackend.cpp	335
source/backend/coreml/backend/CoreMLBackend.hpp	131
source/backend/coreml/backend/CoreMLExecutor.mm	387
source/backend/coreml/execution/CoreMLRaster.cpp	346
source/backend/cpu/CPUBackend.cpp	726
source/backend/cpu/CPUConvolution.cpp	267
source/backend/cpu/CPUHistogram.cpp	91
source/backend/cpu/CPUInterp3D.cpp	188
source/backend/cpu/CPUMatMul.cpp	281
source/backend/cpu/CPUROIAlign.cpp	289
source/backend/cpu/CPURaster.cpp	1109
source/backend/cpu/CPUResizeCache.hpp	21
source/backend/cpu/CPURuntime.cpp	1152
source/backend/cpu/CPUSoftmax.cpp	313
source/backend/cpu/CPUTFQuantizedConv2D.cpp	405
source/backend/cpu/KVCacheManager.cpp	602
source/backend/cpu/bf16/BF16Functions.cpp	344
source/backend/cpu/compute/CommonOptFunction.cpp	3509
source/backend/cpu/compute/CommonOptFunction.h	277
source/backend/cpu/compute/ConvInt8Winograd.cpp	599
source/backend/cpu/compute/ConvolutionFloatFactory.cpp	151
source/backend/cpu/compute/ConvolutionTiledExecutor.cpp	175
source/backend/cpu/compute/DenseConvolutionTiledExecutor.cpp	661
source/backend/cpu/compute/StrassenMatmulComputor.cpp	508
source/backend/cpu/render/CPURasterAndInterpolate.cpp	407
source/backend/cpu/x86_x64/AVX2Backend.cpp	442
source/backend/cpu/x86_x64/FunctionDispatcher.cpp	172
source/backend/cpu/x86_x64/sse/ReorderFunctions.cpp	156
source/backend/cuda/core/CUDABackend.cpp	512
source/backend/cuda/execution/DeconvBaseKernel.cu	281
source/backend/cuda/execution/FuseExecution.cu	139
source/backend/cuda/execution/InterpExecution.cu	234
source/backend/cuda/execution/LoopExecution.cu	339
source/backend/cuda/execution/Raster.cu	1117
source/backend/cuda/execution/RasterExecution.cpp	350
source/backend/cuda/execution/plugin/FmhaCommon/FmhaV2CommonExecution.cu	203
source/backend/cuda/execution/plugin/FmhaCommon/fused_multi_head_attention/gemm/mma_from_smem.h	1296
source/backend/cuda/execution/plugin/FmhaCommon/fused_multi_head_attention/gemm_kernel_utils.h	187
source/backend/metal/MetalAttention.mm	504
source/backend/metal/MetalBackend.mm	1195
source/backend/metal/MetalFuse.mm	282
source/backend/nnapi/execution/NNAPIRaster.cpp	181
source/backend/opencl/execution/buffer/AttentionBufExecution.cpp	1392
source/backend/opencl/execution/buffer/StrassenMatmulOpenCLComputor.cpp	405
source/backend/opencl/execution/cl/nearest.cl	72
source/backend/opencl/execution/cl/nearest_mnn_cl.cpp	73
source/backend/opencl/execution/cl/reduction.cl	261
source/backend/opencl/execution/cl/reduction_buf.cl	91
source/backend/opencl/execution/cl/reduction_buf_mnn_cl.cpp	97
source/backend/opencl/execution/cl/reduction_mnn_cl.cpp	275
source/backend/opengl/GLConcat.cpp	73
source/backend/opengl/GLConvolution.cpp	192
source/backend/opengl/GLProgram.cpp	86
source/backend/tensorrt/backend/TRTBackend.cpp	420
source/backend/tensorrt/backend/TRTType.hpp	54
source/backend/tensorrt/execution/TRTGather.cpp	64
source/backend/vulkan/buffer/execution/VulkanRaster.cpp	315
source/backend/vulkan/component/VulkanImage.cpp	107
source/backend/vulkan/component/VulkanPipeline.cpp	360
source/backend/vulkan/component/VulkanTarget.hpp	43
source/backend/vulkan/image/backend/VulkanBackend.cpp	589
source/backend/vulkan/image/execution/VulkanConvolutionImpl.cpp	207
source/backend/vulkan/image/execution/VulkanMatMul.cpp	391
source/backend/vulkan/image/execution/VulkanRaster.cpp	231
source/backend/vulkan/runtime/VulkanRuntime.cpp	243
source/core/Backend.hpp	179
source/core/Interpreter.cpp	571
source/core/OpCommonUtils.cpp	870
source/core/Pipeline.cpp	1204
source/core/Schedule.cpp	385
source/core/Session.cpp	496
source/core/TensorUtils.cpp	899
source/cv/ImageProcess.cpp	170
source/cv/Matrix_CV.cpp	860
source/cv/SkNx_neon.h	588
source/geometry/ConvertUtils.cpp	181
source/geometry/ConvertUtils.hpp	157
source/geometry/GeometryBatchMatMul.cpp	438
source/geometry/GeometryComputer.cpp	427
source/geometry/GeometryComputerUtils.cpp	565
source/geometry/GeometryComputerUtils.hpp	28
source/geometry/GeometryConv2D.cpp	326
source/math/Vec.hpp	782
source/shape/ShapeDepthToSpace.cpp	35
source/shape/ShapeNonMaxSuppressionV2.cpp	30
source/shape/ShapeReshape.cpp	142
source/shape/ShapeSpaceToDepth.cpp	33
source/shape/ShapeStridedSlice.cpp	249
tools/converter/source/caffe/caffeConverter.cpp	109
tools/converter/source/common/ChannelPruneConvert.cpp	294
tools/converter/source/common/convertToStaticModel.cpp	341
tools/converter/source/onnx/ReduceOnnx.cpp	52
tools/converter/source/onnx/onnxOpConverter.cpp	623
tools/converter/source/optimizer/PostConverter.cpp	542
tools/converter/source/optimizer/merge/TensorConverterMerge.cpp	270
tools/converter/source/optimizer/onnxextra/OnnxBatchNormMerge.cpp	339
tools/converter/source/optimizer/onnxextra/OnnxConvolutionMerge.cpp	376
tools/converter/source/optimizer/onnxextra/OnnxPooling.cpp	199
tools/converter/source/tensorflow/ResizeBilinearTf.cpp	65
tools/converter/source/tflite/CustomTflite.cpp	112
tools/converter/source/tflite/liteConverter.cpp	329
tools/converter/source/torch/LayerNormTorch.cpp	51
tools/converter/source/torch/PoolTorch.cpp	59
tools/converter/source/torch/UnaryTorch.cpp	115
tools/converter/source/torch/torchOptimize.cpp	419
tools/cpp/testModel.cpp	185
tools/cv/source/imgproc/filter.cpp	431
tools/mnncompress/mnncompress/pytorch/LSQ_quantizer.py	601
tools/mnncompress/mnncompress/pytorch/utils.py	81
tools/mnncompress/mnncompress/pytorch/weight_quantizer.py	246
tools/mnncompress/mnncompress/tensorflow/OAQ_quantizer.py	662
tools/mnncompress/mnncompress/tensorflow/helpers.py	323
tools/train/source/exec/extractForInfer.cpp	381
tools/train/source/grad/LoopGrad.cpp	361
tools/train/source/nn/NN.cpp	1135
tools/train/source/optimizer/ParameterOptimizer.cpp	186
transformers/llm/engine/src/diskembedding.cpp	107
transformers/llm/engine/src/httplib.h	7138
transformers/llm/engine/src/llm.cpp	599
transformers/llm/export/gguf/constants.py	1741
transformers/llm/export/gguf/gguf_reader.py	244