feat(compression): integrate automatic FlatBuffer alignment #3177
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Enhance compress() function to automatically apply proper FlatBuffer alignment after compression, eliminating the need for users to manually run tflite_flatbuffer_align as a separate step. Use the C++ alignment wrapper internally, as the Python flatbuffers library doesn't respect force_align schema attributes. Keep the API unchanged - compress() still returns a bytearray, but now the output is properly aligned for the TFLM interpreter. Update documentation, and build dependencies of the Python package. BUG=tensorflow#3125
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Enhance compress() function to automatically apply proper
FlatBuffer alignment after compression, eliminating the need for
users to manually run tflite_flatbuffer_align as a separate step.
Use the C++ alignment wrapper internally, as the Python
flatbuffers library doesn't respect force_align schema
attributes.
Keep the API unchanged - compress() still returns a bytearray,
but now the output is properly aligned for the TFLM interpreter.
Update documentation, and build dependencies of the Python
package.
BUG=#3125