企业官网建设流程全解析

问题描述

MindSporeLite 转换cosyvoice的campplus.onnx模型时，有提示，/xvector/block1/tdnnd1/cam_layer/AveragePool的kernel_shape不合法。

MindSporeLite的AveragePool算子是怎么输入数据？在音频时序推理的模型cosy-voice中怎么处理AveragePool算子一维数据的转化

ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.303.245 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.303.264 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.303.319 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.326.488 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.326.511 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.326.579 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.377.845 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.377.866 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.377.915 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.399.088 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.399.126 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.399.189 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.399.206 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.420.217 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.420.227 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.420.267 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.440.937 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.440.957 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.441.011 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.441.029 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.462.228 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.462.242 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.462.295 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.482.784 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.482.805 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.482.855 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.482.873 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.504.670 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.504.693 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.504.787 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.525.314 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.525.322 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.525.371 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.525.390 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.545.878 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.545.897 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.545.955 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.566.657 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.566.683 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.566.750 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.566.775 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.588.523 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.588.542 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.588.603 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.610.490 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.610.511 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.610.577 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.610.594 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.631.548 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.631.572 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.631.640 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.652.452 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.652.471 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.652.539 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.652.557 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.673.790 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.673.821 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.673.984 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.695.843 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.695.873 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.695.928 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.695.946 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.716.828 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.716.837 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.716.906 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.737.558 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.737.583 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.737.656 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.737.673 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.758.885 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.758.894 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.758.970 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.780.631 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.780.657 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.780.762 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.780.780 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.802.329 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.802.336 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.802.405 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.822.545 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.822.563 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.822.616 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.822.634 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.842.832 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.842.856 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.842.926 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.863.894 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.863.921 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.864.061 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.864.081 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.886.536 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.886.557 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.886.627 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.906.839 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.906.859 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.906.907 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.906.912 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.927.430 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.927.452 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.927.521 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.948.107 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.948.126 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.948.239 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.948.258 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.970.641 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.970.662 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:10.970.762 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.020.096 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.020.118 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.020.188 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.310.432 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.310.452 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.310.497 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.310.513 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.718.576 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.718.596 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.718.650 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:11.718.666 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:12.131.137 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:12.131.167 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:12.131.269 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:12.131.286 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. ERROR [mindspore-lite/src/common/ops/populate/pooling_populate.cc:108] PopulateAvgPoolParameter] kernel_size is invalid [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:12.536.040 [mindspore-lite/tools/optimizer/graph/node_infershape.cc:286] InferShapeByNNACL] /xvector/block1/tdnnd1/cam_layer/AveragePool generate nullptr lite op parameter. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:12.536.062 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:318] InferProcess] node infer shape failed, node is /xvector/block1/tdnnd1/cam_layer/AveragePool [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:12.536.107 [mindspore-lite/tools/optimizer/graph/infershape_pass.cc:192] Run] infer shape failed. [WARNING] LITE(2579,7a736c683f40,converter_lite):2026-07-16-06:17:12.536.125 [mindspore-lite/tools/optimizer/const_fold/constant_folding_fusion.h:48] Run] Do constant fold failed. …….. ERROR [mindspore-lite/tools/converter/converter_lite/main.cc:107] main] Convert failed. Ret: Common error code. Convert failed. Ret: Common error code.

解决方案

mindspore-lite/mindspore-lite/examples/base_models/cosyvoice2_0.5b ·...https://gitcode.com/mindspore/mindspore-lite/tree/master/mindspore-lite/examples/base_models/cosyvoice2_0.5b

MindSpore Lite开源社区有相关模型的适配，可以参考这个链接对应的适配方式。