Infrastructure to enable deployment of ML models to low-power resource-constrained embedded targets (including microcontrollers and digital signal processors).

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David Davis f5c36ef2ef Change MicroInterpreter::SetCompressionMemory API (#3267 ) * Support for DECODE operator @tensorflow/micro Add support for alternate decompression memory to DECODE operator. Additional unit tests. Update generic benchmark application and Makefile. bug=fixes #3212 * fixes. * Changes as per review. * Change SetDecompressionMemory API		2025-12-10 17:40:19 +00:00
.github	Removed mergify (#3234 )	2025-10-29 09:09:51 -07:00
ci	Switch to LiteRT repo (#3199 )	2025-10-06 14:52:15 +02:00
codegen	[CI] Removed six, updated absl_py (#3203 )	2025-09-25 14:37:39 -07:00
data/continuous_builds	…
docs	…
python	[CI] Replaced tensorflow with tensorflow-cpu (#3261 )	2025-12-03 13:43:14 -08:00
signal	[CI] Fix build (#3194 )	2025-09-19 20:48:22 +00:00
tensorflow	Change MicroInterpreter::SetCompressionMemory API (#3267 )	2025-12-10 17:40:19 +00:00
third_party	[CI] Replaced tensorflow with tensorflow-cpu (#3261 )	2025-12-03 13:43:14 -08:00
tools	Add expand_stamp_vars docstring and fix import (#2178 )	2023-08-21 16:53:10 +00:00
.bazelrc	build(bazel): provide means of excluding whl_test locally (#2940 )	2024-11-27 00:51:53 +00:00
.bazelversion	build(bazel): pin bazel version to 7.0.0 (#2360 )	2024-01-03 20:53:21 +00:00
.clang-format	…
.editorconfig	chore(editorconfig): add max_line_length for python files (#3225 )	2025-10-17 10:00:56 -07:00
.gitignore	…
.style.yapf	style: add .style.yapf to control yapf styling of Python code (#2709 )	2024-10-02 18:36:01 +00:00
AUTHORS	…
BUILD	[CI] Fix build (#3194 )	2025-09-19 20:48:22 +00:00
CODEOWNERS	Updated owners (#3195 )	2025-09-22 10:03:58 -07:00
CONTRIBUTING.md	style: add .style.yapf to control yapf styling of Python code (#2709 )	2024-10-02 18:36:01 +00:00
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README.md	docs(compression): add MNIST compression tutorial (#3224 )	2025-10-17 10:01:13 -07:00
SECURITY.md	…
WORKSPACE	[CI] Replaced tensorflow with tensorflow-cpu (#3261 )	2025-12-03 13:43:14 -08:00
debugging_output.md	Adding ReadMe for Layer by Layer Debug Targets (#2305 )	2023-11-28 22:06:25 +00:00

TensorFlow Lite for Microcontrollers

TensorFlow Lite for Microcontrollers is a port of TensorFlow Lite designed to run machine learning models on DSPs, microcontrollers and other devices with limited memory.

Additional Links:

Build Status

GitHub Status

Official Builds

Build Type	Status
CI (Linux)
Code Sync

Community Supported TFLM Examples

This table captures platforms that TFLM has been ported to. Please see New Platform Support for additional documentation.

Platform	Status
Arduino
Coral Dev Board Micro	TFLM + EdgeTPU Examples for Coral Dev Board Micro
Espressif Systems Dev Boards
Renesas Boards	TFLM Examples for Renesas Boards
Silicon Labs Dev Kits	TFLM Examples for Silicon Labs Dev Kits
Sparkfun Edge
Texas Instruments Dev Boards

Community Supported Kernels and Unit Tests

This is a list of targets that have optimized kernel implementations and/or run the TFLM unit tests using software emulation or instruction set simulators.