| Richard Burton | b4123fd | 2022-03-04 09:19:09 +0000 | [diff] [blame] | 1 | Changes in 22.02 |
| 2 | * Support for 22.02 Ethos-U component and dependencies (core-driver, core-platform, Vela 3.3.0, CMSIS, TensorFlow Lite Micro). |
| 3 | * Added Object Detection use case. |
| 4 | * Replace DSCNN with MicroNet for KWS and KWS_ASR use cases. |
| 5 | * Increase minimum requirements of CMake to 3.15.6, armclang to 6.16 and Python to 3.8 |
| 6 | * Initial restructuring of repository sources. |
| 7 | * Documentation updates. |
| 8 | * Various minor bug fixes. |
| 9 | |
| Isabella Gottardi | 118f73e | 2021-09-16 17:54:35 +0100 | [diff] [blame] | 10 | Changes in 21.11 |
| Richard Burton | 2de7ba0 | 2021-11-30 15:51:15 +0000 | [diff] [blame] | 11 | * Support for 21.11 Ethos-U component and dependencies (core-software, core-driver, Vela 3.2.0, CMSIS, TensorFlow Lite). |
| Isabella Gottardi | 118f73e | 2021-09-16 17:54:35 +0100 | [diff] [blame] | 12 | * Added dynamic load support for FVP for inference runner use-case. |
| Isabella Gottardi | 84f702d | 2021-11-11 17:06:12 +0000 | [diff] [blame] | 13 | * Added support for different memory modes: Shared_Sram, Dedicated_Sram and Sram_Only. |
| 14 | * Added Noise Reduction use case. |
| 15 | * Updated support for Arm GNU Embedded Toolchain 10.3-2021.07 and Arm Compiler 6.17. |
| Isabella Gottardi | 118f73e | 2021-09-16 17:54:35 +0100 | [diff] [blame] | 16 | * Documentation updates. |
| Kshitij Sisodia | 661959c | 2021-11-24 10:39:52 +0000 | [diff] [blame] | 17 | * Changes to support AN552 design - the new Arm® Corstone™-300 implementation. |
| Isabella Gottardi | 118f73e | 2021-09-16 17:54:35 +0100 | [diff] [blame] | 18 | |
| Isabella Gottardi | c5d8bda | 2021-07-21 10:35:08 +0100 | [diff] [blame] | 19 | Changes in 21.08 |
| 20 | * Support for 21.05 Ethos-U component (core-software, core-driver, Vela 3.0.0). |
| 21 | * TensorFlow submodule changed to https://github.com/tensorflow/tflite-micro (tested with TensorFlow Lite Micro commit hash: f510d38d0eaa3195ce3af66e3f32648740f08afb). |
| 22 | * Image classification model changed (from uint8 to int8 datatype). |
| 23 | * Documentation updates, added support to Corstone-300 + Ethos-U65. |
| 24 | * Various scripts improvements. |
| Isabella Gottardi | 118f73e | 2021-09-16 17:54:35 +0100 | [diff] [blame] | 25 | * Added Visual Wake Word use case. |
| Isabella Gottardi | c5d8bda | 2021-07-21 10:35:08 +0100 | [diff] [blame] | 26 | |
| Isabella Gottardi | 2181d0a | 2021-04-07 09:27:38 +0100 | [diff] [blame] | 27 | Changes in 21.05 |
| 28 | * Added script to download and optimize default models. |
| 29 | * Added script to run default build flow. |
| 30 | * Added a model for Anomaly Detection use case. |
| Isabella Gottardi | c5d8bda | 2021-07-21 10:35:08 +0100 | [diff] [blame] | 31 | * Added support for build with Arm GNU Embedded Toolchain (10.2.1). |
| 32 | * Deprecated support for target subsystem SSE-200. |
| Isabella Gottardi | 2181d0a | 2021-04-07 09:27:38 +0100 | [diff] [blame] | 33 | |
| alexander | 3c79893 | 2021-03-26 21:42:19 +0000 | [diff] [blame] | 34 | Changes in 21.03 |
| Isabella Gottardi | c5d8bda | 2021-07-21 10:35:08 +0100 | [diff] [blame] | 35 | * Simple platform support added. |
| 36 | * Model conditioning examples added. |
| 37 | * Documentation updated. |
| 38 | * Build changed to use sources of the dependency libraries. |
| 39 | * Tests for native platform added. |
| 40 | * Anomaly detection use-case added. |
| alexander | 3c79893 | 2021-03-26 21:42:19 +0000 | [diff] [blame] | 41 | |
| 42 | Changes in 20.11 |
| 43 | * SSE-200 and SSE-300 system support was added. |
| 44 | * Support for simple fixed virtual platform for Ethos-U55 and Cortex-M55 removed. |
| 45 | * Build cmake parameters changed: TARGET_SUBSYSTEM was added, TARGET_PLATFORM accepted values were changed. |
| 46 | * Models with multiple output tensors support was added. |
| 47 | * Generic inference runner use-case added. |
| 48 | * ASR triggered by KWS added in the same use case (kws_asr). This also shows how to re-use tensor arena with two models using the same memory pool. |
| 49 | |
| 50 | Changes in 20.09 release: |
| 51 | * Support for TensorFlow Lite Micro version > 2.3.0 (tested with TensorFlow Lite Micro 2.4.0 commit hash: 5bbb8a2bd1def6865b1510175a3da5fd12387e10) |
| 52 | * Added speech recognition use case example. |
| 53 | * Updated Ethos-U55 Fastmodel version to r0p2-00eac0-rc4 |
| 54 | |
| 55 | Changes in 20.08 release: |
| 56 | * Added keyword spotting use case example. |
| 57 | * Added person detection use case example. |
| 58 | Known issues: |
| 59 | * telnet connection to FastModel environment may hang after some period of inactivity. |
| 60 | |
| 61 | Changes in 20.05 release: |
| 62 | * FastModel environment was built with FastModel Tools v11.10.22. |
| 63 | * Mps3 FPGA build support was added. |
| 64 | * Configurable timing-adaptor. |
| 65 | * Added Active and Idle cycle counts for NPU and CPU profiling report. |
| 66 | * Source code structure and build scripts refactored to support multiple ML use-cases. |
| 67 | * Used EAC Ethos-U55 software model and drivers. |
| 68 | * Windows support for build scripts. |
| 69 | Known issues: |
| Kshitij Sisodia | 661959c | 2021-11-24 10:39:52 +0000 | [diff] [blame] | 70 | * telnet connection to FastModel environment may hang after some period of inactivity. |