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diff --git a/RELEASES.md b/RELEASES.md index 51df63fb..c57df802 100644 --- a/RELEASES.md +++ b/RELEASES.md @@ -5,9 +5,38 @@ main feature changes, interface changes and reported defects that have been fixed. The version numbering adheres to the [semantic versioning](https://semver.org/) scheme. +## Release 3.7.0 - 16/02/2023 + +**Main feature changes:** + +* Added support for Tensor is_variable attribute + * Requires TensorFlow Lite for Microcontrollers PR#1676 see + <https://github.com/tensorflow/tflite-micro/pull/1676> +* Added pass-through support for Resource Variable operators to allow them to run on the CPU +* Moved from install and distribution using setup.py to setup.cfg and pyproject.toml +* Changed to conform to Arm’s inclusive language policy +* Added stride 4 support for CONV_2D operator with 1-D kernel +* Fixes and improvements to Cascading and Performance Estimation +* Asymmetric weights are no longer forced to be symmetric by default, see new CLI option + +**Interface changes:** + +* Addition of CLI options: + * `--force-symmetric-int-weights` + +**Reported defect fixes:** + +* Conflicting Size and Performance optimisations caused high SRAM usage (MLCE-953) +* AArch64 undefined casting behaviour in NumPy (MLCE-968) +* Performance estimation reporting regression (MLCE-973) +* Assert due to consecutive reshapes (MLCE-987) +* Assert with illegal SPLIT operators (MLCE-997) +* Assert when elementwise operators follow a SPLIT operator (MLCE-997) +* STRIDED_SLICE operator with shrink_axis_mask was not fully supported (MLCE-1014) + ## Release 3.6.0 - 23/11/2022 -** Main feature changes:** +**Main feature changes:** * New operator support: RESIZE_BILINEAR (Half-Pixel Centers), RESIZE_NEAREST_NEIGHBOR (Half-Pixel Centers), PReLU |