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Release 18.11

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@Surmeh Surmeh released this 28 Nov 15:46
v18.11
f176d5a

New Features:

• ADD support for QASYMM8 tensors
• FULLY_CONNECTED support for QASYMM8 tensors
• DIV operator support
• SUB operator support
• MEAN operator support
• PAD operator support
• SQUEEZE operator support
• TRANSPOSE operator support

Other changes:

• The driver now uses NHWC versions of ArmNN layers rather than NCHW. This change yields a significant speed improvement in many networks.
• An issue has been fixed where an operand with lifetime MODEL_OUTPUT could not be used as an input into another operation.
• The behavior of the --enable-fp16 option has been improved and now the results with the option enabled are much closer to with it disabled. However, see known issues.

Known Issues:

• When using --enable-fp16 some VTS tests for FULLY_CONNECTED, CONCATENATION and DEPTHWISE_CONVOLUTION will not pass. These test cases use large numeric values which are outside the range used by most neural networks. This issue will be further investigated in a future release.

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