Nncase

New features

Bug fixes and performance improve
* Fix GetItem: https://github.com/kendryte/nncase/pull/1114

New features
* add mse: https://github.com/kendryte/nncase/pull/1110


Bug fixes and performance improve
* fix op's datatype: https://github.com/kendryte/nncase/pull/1068
* fix timeout issue of read_until in pyserial: in https://github.com/kendryte/nncase/pull/1101
* Fix/quant by json: https://github.com/kendryte/nncase/pull/1106
* Fix/cos nan: https://github.com/kendryte/nncase/pull/1090
* fix new linked section: https://github.com/kendryte/nncase/pull/1108
* fix onnximport's dt: https://github.com/kendryte/nncase/pull/1103
* Upgrade vulkan version from 1.2.182.0 to 1.3.268.0: in https://github.com/kendryte/nncase/pull/1112

New features
* GNNE-1904 Support coordinate_mode and nearest_mode selection for nearest resize_image: https://github.com/kendryte/nncase/pull/1065
* Feature/json: https://github.com/kendryte/nncase/pull/1074
* Feature/add colab link: https://github.com/kendryte/nncase/pull/1075
* TestRunner support dynamic shape: https://github.com/kendryte/nncase/pull/1076, https://github.com/kendryte/nncase/pull/1089, https://github.com/kendryte/nncase/pull/1095, https://github.com/kendryte/nncase/pull/1096
* github CI cancle: https://github.com/kendryte/nncase/pull/1078, https://github.com/kendryte/nncase/pull/1093
* Support large kmodel: https://github.com/kendryte/nncase/pull/1079
* ncnn importer: https://github.com/kendryte/nncase/pull/332

Bug fixes and performance improve
* fix kernel test: https://github.com/kendryte/nncase/pull/1069, https://github.com/kendryte/nncase/pull/1072, https://github.com/kendryte/nncase/pull/1073, https://github.com/kendryte/nncase/pull/1077, https://github.com/kendryte/nncase/pull/1082, https://github.com/kendryte/nncase/pull/1084, https://github.com/kendryte/nncase/pull/1085
* GNNE-1891 ShapeBucket Optimize: https://github.com/kendryte/nncase/pull/1088
* Fix Enable Nop: https://github.com/kendryte/nncase/pull/1097
* fix euclidean calc: https://github.com/kendryte/nncase/pull/1094
* Fix BucketPad: https://github.com/kendryte/nncase/pull/1098
* fix nncase version suffix: https://github.com/kendryte/nncase/pull/1099, https://github.com/kendryte/nncase/pull/1100

New features
* Broadcast marker: https://github.com/kendryte/nncase/pull/1033
* Feature/add squeeze binary shape: https://github.com/kendryte/nncase/pull/1059
* fix python interface: https://github.com/kendryte/nncase/pull/1040 https://github.com/kendryte/nncase/pull/1057 https://github.com/kendryte/nncase/pull/1063 https://github.com/kendryte/nncase/pull/1066 https://github.com/kendryte/nncase/pull/1067 https://github.com/kendryte/nncase/pull/1071
* remove date in version: https://github.com/kendryte/nncase/pull/1038
* Support one-dim input in matmul op: https://github.com/kendryte/nncase/pull/1051
* Add inference report for both simulator and evb: https://github.com/kendryte/nncase/pull/1061

Bug fixes and performance improve
* runtime kernel test fix: https://github.com/kendryte/nncase/pull/1024 https://github.com/kendryte/nncase/pull/1028 https://github.com/kendryte/nncase/pull/1029 https://github.com/kendryte/nncase/pull/1030 https://github.com/kendryte/nncase/pull/1031 https://github.com/kendryte/nncase/pull/1032 https://github.com/kendryte/nncase/pull/1034 https://github.com/kendryte/nncase/pull/1035 https://github.com/kendryte/nncase/pull/1036 https://github.com/kendryte/nncase/pull/1043 https://github.com/kendryte/nncase/pull/1044 https://github.com/kendryte/nncase/pull/1046
* Improve test runner: https://github.com/kendryte/nncase/pull/1037 https://github.com/kendryte/nncase/pull/1041 https://github.com/kendryte/nncase/pull/1047
* Fix Dynamic TTS: https://github.com/kendryte/nncase/pull/1039
* fix SpaceToBatchTest: https://github.com/kendryte/nncase/pull/1053
* Fix 3D BatchToSpace: https://github.com/kendryte/nncase/pull/1058
* Fix Tuple Compare: https://github.com/kendryte/nncase/pull/1050

New features
- Refactor test runner 1010
- add ReshapeMatMul 1015
- add FoldNopIf/ FoldNopReduce 1016
- add trilu 1020
- runtime kernel tests 996

Bug fixes and performance improve
- fix test runner 1021

New features
- Load kmodel from stream 982
- space to batch to pad 990
- GNNE-1882 support einsum 994
- Support Onnx Model ExternalData 995
- GNNE-1875 Feature/op profile with cpu ops 1011

Bug fixes and performance improve
- fit single channel norm 964
- fix isa gen 973
- Fix bug layernorm get wrong result in some cases 991
- Fix stackvm memory leak at MX3SDK-636. 1014