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Improved unit test coverage of fp_math.py
Signed-off-by: Fredrik Svedberg <fredrik.svedberg@arm.com>
Change-Id: I883fd984a1bfa67102826a400380e41a363fc59d
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Removed CLI-option permanent-storage
Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com>
Change-Id: I03e03205a183bd538292a73a07b095546fa3d95a
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Added the CLI option. Only applies to CPU tensors. Added an
AllocationError which is raised when Allocation fails.
Signed-off-by: Jacob Bohlin <jacob.bohlin@arm.com>
Change-Id: I89164dea3ac7b7add7bc40aec2ce8fe50600105d
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Enables LUT for LeakyRelu with int8/uint8 even if input scale
is different from the output scale.
Fusing LUT with a previous operator for this situation
requires further work.
Change-Id: I9eddfe36f457e763d44eb3e05fbe240eac7cfec9
Signed-off-by: Louis Verhaard <louis.verhaard@arm.com>
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Added checks for not using NHCWB16 for reduce_sum int32 which makes
int8/uint8 softmax work.
Also enabled softmax graph rewrite by default and fixed a saturation
problem.
Change-Id: Ic01bd9ece7e5c3edb2900b7915cc747efe9e5760
Signed-off-by: Fredrik Svedberg <fredrik.svedberg@arm.com>
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Added --weight-estimation-scaling, which enables
additional scaling of weight compression scale estimate.
Signed-off-by: Patrik Gustavsson <patrik.gustavsson@arm.com>
Change-Id: Idcda41257f44901d3a3f345341e07fb1ae8585a9
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Includes a number of changes:
* Handle non-existing optional inputs
* Handle disabled optional inputs (-1 indexed)
* Added unit tests for parsing operators
* Add bias tensor to the different Convolutions + FullyConnected if
it's missing.
Signed-off-by: Jacob Bohlin <jacob.bohlin@arm.com>
Change-Id: Ib88d2b610314b1c886fc0aef4f9da87430ce6ae5
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Implemented LUT generation for softmax uint8/int8 to match the
reference.
Change-Id: Ib9acaa295ee1066591e800023d75f364520b44c1
Signed-off-by: Fredrik Svedberg <fredrik.svedberg@arm.com>
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- Support for more than one 256-byte LUT in SHRAM
- No DMA is performed for a LUT that is already located in SHRAM
- Added MemArea.Shram, used for LUT, to avoid false address collision
asserts during SRAM tensor allocation
- Added read access to LUT in memory access calculation
Change-Id: If4d1eded5ed029d253f4f5efb2d80495fc3eac99
Signed-off-by: Louis Verhaard <louis.verhaard@arm.com>
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*Renamed pack_bias_and_scale to encode_bias to be consumed externally
*added unit test for the API
Change-Id: I71829f3fcb390c475795848f0be3d132d3e158ee
Signed-off-by: Manupa Karunaratne <manupa.karunaratne@arm.com>
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*lint
*added unit tests
*added typecheck
*added docstring for the api
Change-Id: Ibd4bc40d4381ac40ad2ea3d500b26c4ec565ab07
Signed-off-by: Manupa Karunaratne <manupa.karunaratne@arm.com>
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- Fixed custom operator pass through
- Added error printing functions for operators and tensor
- Minor cleanup of custom exception handling
Signed-off-by: Tim Hall <tim.hall@arm.com>
Change-Id: Idf295df1e4c544381dc480244d880c32fb285e38
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Added custom exceptions to handle different types of input errors.
Also performed minor formatting changes using flake8/black.
Change-Id: Ie5b05361507d5e569aff045757aec0a4a755ae98
Signed-off-by: Louis Verhaard <louis.verhaard@arm.com>
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Moved len1_array_to_scalar from a nested function to a staticmethod
of TFLiteSubgraph.
Change-Id: I182f0b70f03070855c1a4478d26644892c1ebb15
Signed-off-by: Diego Russo <diego.russo@arm.com>
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Added unit tests for LiveRange.
Change-Id: I4d4a16e7ec215fa39fa1be3dda3be22b4632689c
Signed-off-by: Diego Russo <diego.russo@arm.com>
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