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Added external API to generate register command streams.
Existing code generation has been refactored to make
use of this API.
Change-Id: Ibb4c2b167809869f16470b14da24f08a65c82b7b
Signed-off-by: Louis Verhaard <louis.verhaard@arm.com>
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This commit removes the constraint on all tensor
shapes matching the OFM shape.
The motivation is that this constraint essentially
only checks that the fixup function has run.
This means that it removes the possibility for the
fixup function to run after the supported operator
check and this effectively means that any
StridedSlice operator that would be placed on the
CPU is still modified by the fixup function.
Because the fixup function is moved to after the
supported operators check, some unreachable cases
are removed from the fixup function.
Signed-off-by: Dwight Lidman <dwight.lidman@arm.com>
Change-Id: I7a82126b7de73bd67873b4e6daf53a6767e33d16
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All existing constraints have now been refactored using the new
framework.
Signed-off-by: Michael McGeagh <michael.mcgeagh@arm.com>
Change-Id: Ic9ba0d7040cb9f114b959a949bfdf777f86752c7
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Using a new system to report constraints, replaced existing
functionality for checking conv-like ops.
This new system will allow reporting of all constraints regardless of
any input network.
Signed-off-by: Michael McGeagh <michael.mcgeagh@arm.com>
Change-Id: If81177deca2a3b57c9dd9a3a08868cbc9cef0c23
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Keeping the constraint functions consistent with each other
Added specific tensor names in the extra info
Added operator name to the warning generated
This should help easily identify specific problematic nodes in a graph
and give a good enough explanation as to why they are placed on the CPU
Signed-off-by: Michael McGeagh <michael.mcgeagh@arm.com>
Change-Id: Ie5bbdd31e5e75fe37e3d8bb8fee1d260080bce83
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This commit changes and amends some parts of the
restriction functions in order to make sure
operators are correctly placed.
Signed-off-by: Dwight Lidman <dwight.lidman@arm.com>
Change-Id: I336cf33a874c9078a5bbf81ce129ff917dbc5e9a
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- op.type is now an enum instead of a string
- Removed unused operator codes
- Refactored some attributes like npu_block_type, fused_activation_function
- Refactored operator index calculation
- Refactored a number of operator sets
Change-Id: I641f65ee375794b7aec42abc0664251ae37d78e8
Signed-off-by: Louis Verhaard <louis.verhaard@arm.com>
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A new mechanism to report generic restrictions/constraints for
operators has been implemented.
Each check is its own defined function, and has a general reason for
the constraint defined as its docstring.
This allows us to query all reasons up front and report this without
having to run through real data to trigger the checks.
This is part of a larger refactoring and the specific restrictions will
be replaced by a similar mechanism.
Signed-off-by: Michael McGeagh <michael.mcgeagh@arm.com>
Change-Id: Id3fb2639f91cfac5fc5b8c14f7620de1a85972b2
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Updated supported operator checks for StridedSlice:
- allow negative indices in begin/end values
- added more checks on shapes
Change-Id: I3ac76bfa6b313f0e2250f0749f152fb0e3aa033c
Signed-off-by: Louis Verhaard <louis.verhaard@arm.com>
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