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path: root/src/runtime/NEON/functions/NEQLSTMLayer.cpp
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2020-07-09COMPMID-3324: Adjusting capitalization of Arm copyright claim to reflect Arm ↵Michele Di Giorgio
preferred presentation Change-Id: Ib7dcfcbb24b408999dfae366b9da396485aacf78 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3525 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-07-07COMPMID-3373: Async support to NEArithmetic* kernels/functions (Pt. 2)Michalis Spyrou
Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Iec06adb535aaf7efb1838d921e8d6bb978b7b215 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3498 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-25COMPMID-3373: Async support to NEArithmetic* kernels/functions (Pt. 1)Michalis Spyrou
Added support on NEArithmeticAddition and NEArithmeticSubtraction Signed-off-by: Michalis Spyrou <michalis.spyrou@arm.com> Change-Id: Ifa805f8455ef6eff1ee627752dc1c7fe9740ec47 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3451 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
2020-06-18Revert "COMPMID-3480: Perform in-place computations in ↵Michele Di Giorgio
NEArithmeticAdditionKernel" This reverts commit 4a61653202afb018f4f259d3c144a735d73f0a20. Reason for revert: We will allow in-place computations by providing the same input1 (or input2) as output, thus avoiding changes in the interface. Change-Id: I7c8669e207e15731dc26dc366150bf960508a879 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3035 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-15COMPMID-3480: Perform in-place computations in NEArithmeticAdditionKernelMichele Di Giorgio
Change-Id: I0089657dd95d7c7b8592984def8e8de1d7e6d085 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3308 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-06-12COMPMID-3527: QLSTM should allow nullptr for optional projection biasMichele Di Giorgio
Change-Id: I5568ca1e9383f3960886f211d8320fc4525a8804 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3326 Reviewed-by: James Conroy <james.conroy@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-20COMPMID-3497: Add checks for zero scale values to QLSTMLayerSang-Hoon Park
Checks are added to validate() function to check both for configuration and validation call. Change-Id: I2ae9a92a5d90112f5b41befc4ce655ff9451d150 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3227 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-05-12COMPMID-3439: Fix peephole and projection in CLQLSTMLayerSang-Hoon Park
The followings are essential to make it work - QSYMM16 is added as supported data type in CLGEMMLowpOutputStage - Internal TensorCopyKernel is added similar to NEQLSTMLayer The followings are fix for related things. - Projection is modified to remove copy of projection_bias from NEQLSTMLayer. - Fix wrong argument for validate_mm() - validate_mm() now returns on error. Change-Id: Icbd04e9fdb8821eb41dd3e0a6a0980965b779714 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3177 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com>
2020-05-12COMPMID-3470: Modify NE/CLQLSTMLayer interface to provide 3 outputsMichele Di Giorgio
Change-Id: I895b697c89c9a7509d48a54ac1effb7fbd8cca19 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3174 Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com>
2020-05-11COMPMID-3239: Fix projection and peephole in NEQLSTMLayerSang-Hoon Park
- Peephole and projection has been fixed to be working - Small internal kernel copying data between tensors to cover the case where num_units and output_size is different is added. Below is strictly outside of this patch's scope but are changes helping this patch working (directly or indirectly) or making NEQLSTM more complete. - Consideration for layer normalization is added to InfoHelpers - QSYMM8 data type is added to helper function to print out tensors. - NE/CLLSTMLayer::validate() logic has been modified to use correct value for shape validation. Change-Id: I40b4e71dfdbe8432caa2fe4a9af60a725362cc33 Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3157 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-22COMPMID-3241: Add Layer Normalization to NEQLSTMLayerSang-Hoon Park
- Add output quantization calculation to Layer Normalization - Add members for Layer Normalization to NEQLSTMLayer - Add configure/validate/run of Layer Normalization to NEQLSTMLayer Change-Id: I278c8e0edbb21212f3afa4d4a336df0f1a4c1bfb Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3059 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
2020-04-20COMPMID-3241: Fix hidden scale in NEQLSTMLayerSang-Hoon Park
- Fix wrong data types in LSTMParams - Add logic to ignore epsilon for quantization multiplier computation - Ignore epsilon for hidden gate scale computation Change-Id: Ia0b2f523b1c2ad325f3523439a8eea051d81958c Signed-off-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3058 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
2020-04-20COMPMID-3237: Implement NEQLSTMLayerMichele Di Giorgio
COMPMID-3082: Extend NEQLSTMLayer with enhancements Change-Id: I88175b7bf69494a4eae510b74176fe8a0d6cd770 Signed-off-by: Michele Di Giorgio <michele.digiorgio@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/2969 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Sang-Hoon Park <sang-hoon.park@arm.com> Reviewed-by: Sheri Zhang <sheri.zhang@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
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