Nncase

New features
* qemu system mode: https://github.com/kendryte/nncase/pull/1201
* support layernorm channel first(C): https://github.com/kendryte/nncase/pull/1204


Bug fixes and performance improve
* Feature/add xsgetn for char array buffer: https://github.com/kendryte/nncase/pull/1198
* fix reduce sum opset conditio: https://github.com/kendryte/nncase/pull/1203
* Remove unavailable nuget source(nuget.cnblogs.com): https://github.com/kendryte/nncase/pull/1207

New features
* Feature/update docs: https://github.com/kendryte/nncase/pull/1174
* Feature/egraph extract constrains: https://github.com/kendryte/nncase/pull/1175
* Feature/update docs: https://github.com/kendryte/nncase/pull/1176

Bug fixes and performance improve
* fix fold binary: https://github.com/kendryte/nncase/pull/1182
* Fix macos-latest doesn't support python 3.7 issue: https://github.com/kendryte/nncase/pull/1194

New features
* Support multiple kmodels for accuracy_test: https://github.com/kendryte/nncase/pull/1162
* Supprot npy for pytest: https://github.com/kendryte/nncase/pull/1164

Bug fixes and performance improve
* Fix/dump_manager: https://github.com/kendryte/nncase/pull/1163
* Fix Melgan: https://github.com/kendryte/nncase/pull/1168
* Fix the missing new line issue of dynamic shape: https://github.com/kendryte/nncase/pull/1170
* Fix in_ci env judge with bool type: https://github.com/kendryte/nncase/pull/1171

New features
* Feature/gem5: https://github.com/kendryte/nncase/pull/1157

Bug fixes and performance improve
* GNNE-1714:Fix/search time egraph: https://github.com/kendryte/nncase/pull/1155
* Fix Not Equal : https://github.com/kendryte/nncase/pull/1156
* GNNE-1714:Fix/some opt: https://github.com/kendryte/nncase/pull/1158
* Fix Bucket: https://github.com/kendryte/nncase/pull/1159

New features
* Add accuracy test: https://github.com/kendryte/nncase/pull/1140
* Refactor Quantize: https://github.com/kendryte/nncase/pull/1144
* Feature/k800 qemu: https://github.com/kendryte/nncase/pull/1145
* GNNE-1980 Xpu Sram Codegen: https://github.com/kendryte/nncase/pull/1148
* GNNE-1714:adjust for processor counter: https://github.com/kendryte/nncase/pull/1150


Bug fixes and performance improve
* Fix/retinaface similarity bugs: https://github.com/kendryte/nncase/pull/1141
* Fix memory leak: Avoid disposing python stream in finalizer thread: https://github.com/kendryte/nncase/pull/1142
* Fix ordering of PytestCalibrationDatasetProvider: https://github.com/kendryte/nncase/pull/1143
* Fix Reshape: https://github.com/kendryte/nncase/pull/1147
* Fix Studio: https://github.com/kendryte/nncase/pull/1151, https://github.com/kendryte/nncase/pull/1152
* Add clear device mem pool util: https://github.com/kendryte/nncase/pull/1153

New features
* Feature/cpu: https://github.com/kendryte/nncase/pull/1019
* add onnx-op-support-md file: https://github.com/kendryte/nncase/pull/1081
* Feature/egraph fakepass: https://github.com/kendryte/nncase/pull/1111
* Feature/audio: https://github.com/kendryte/nncase/pull/1118
* Feature/remove apply: https://github.com/kendryte/nncase/pull/1124
* GNNE-1974: Feature/non uniform: https://github.com/kendryte/nncase/pull/1128
* add CheckedShape for DistributedType: https://github.com/kendryte/nncase/pull/1133
* add rvv_memcpy && opt profile: https://github.com/kendryte/nncase/pull/1135
* Nncase studio: https://github.com/kendryte/nncase/pull/1125, https://github.com/kendryte/nncase/pull/1136, https://github.com/kendryte/nncase/pull/1137

Bug fixes and performance improve
* Fix runtime: https://github.com/kendryte/nncase/pull/1115
* Refactor infer report for k230_benchmark_test: https://github.com/kendryte/nncase/pull/1119
* Fix/melgan: https://github.com/kendryte/nncase/pull/1126
* fix LN evaluator: https://github.com/kendryte/nncase/pull/1131
* Fix metadata: https://github.com/kendryte/nncase/pull/1132
* GNNE-1714:Fix/regression bugs: https://github.com/kendryte/nncase/pull/1116, https://github.com/kendryte/nncase/pull/1117, https://github.com/kendryte/nncase/pull/1121, https://github.com/kendryte/nncase/pull/1123, https://github.com/kendryte/nncase/pull/1127, https://github.com/kendryte/nncase/pull/1130