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Diffstat (limited to 'src/backends/cl/workloads/ClUnidirectionalSequenceLstmFloatWorkload.cpp')
-rw-r--r--src/backends/cl/workloads/ClUnidirectionalSequenceLstmFloatWorkload.cpp29
1 files changed, 20 insertions, 9 deletions
diff --git a/src/backends/cl/workloads/ClUnidirectionalSequenceLstmFloatWorkload.cpp b/src/backends/cl/workloads/ClUnidirectionalSequenceLstmFloatWorkload.cpp
index 289442e1cc..fb31d7c283 100644
--- a/src/backends/cl/workloads/ClUnidirectionalSequenceLstmFloatWorkload.cpp
+++ b/src/backends/cl/workloads/ClUnidirectionalSequenceLstmFloatWorkload.cpp
@@ -1,5 +1,5 @@
//
-// Copyright © 2022 Arm Ltd and Contributors. All rights reserved.
+// Copyright © 2022-2023 Arm Ltd and Contributors. All rights reserved.
// SPDX-License-Identifier: MIT
//
@@ -508,17 +508,21 @@ arm_compute::Status
ClUnidirectionalSequenceLstmFloatWorkloadValidate(const TensorInfo& input,
const TensorInfo& outputStateIn,
const TensorInfo& cellStateIn,
+ const TensorInfo& outputStateOut,
+ const TensorInfo& cellStateOut,
const TensorInfo& output,
- const Optional<TensorInfo>& hiddenStateOutput,
- const Optional<TensorInfo>& cellStateOutput,
const UnidirectionalSequenceLstmDescriptor& descriptor,
const LstmInputParamsInfo& paramsInfo)
{
- IgnoreUnused(hiddenStateOutput, cellStateOutput);
-
TensorShape inputLayerShape = input.GetShape();
TensorShape outputLayerShape = output.GetShape();
+ if (inputLayerShape.GetNumDimensions() != 3)
+ {
+ return arm_compute::Status(arm_compute::ErrorCode::RUNTIME_ERROR,
+ "Unidirectional Sequence LSTM layer validate status failed.");
+ }
+
unsigned int maxTime = descriptor.m_TimeMajor?inputLayerShape[0]:inputLayerShape[1];
unsigned int batchSize = descriptor.m_TimeMajor?inputLayerShape[1]:inputLayerShape[0];
unsigned int inputSize = inputLayerShape[2];
@@ -544,7 +548,7 @@ ClUnidirectionalSequenceLstmFloatWorkloadValidate(const TensorInfo& input,
//
// Permute validate
//
- TensorInfo permuteOutInfo = TensorInfo(input);
+ TensorInfo permuteOutInfo = armnnUtils::Permuted(input, { 1U, 0U, 2U });
arm_compute::TensorInfo aclPermuteOutInfo = armcomputetensorutils::BuildArmComputeTensorInfo(permuteOutInfo);
if (!descriptor.m_TimeMajor)
{
@@ -610,9 +614,16 @@ ClUnidirectionalSequenceLstmFloatWorkloadValidate(const TensorInfo& input,
arm_compute::LSTMParams<arm_compute::ITensorInfo> lstm_params_info;
- const TensorInfo& scratchBuffer = TensorInfo(cellStateIn.GetShape(), input.GetDataType());
- const TensorInfo& outputStateOut = TensorInfo(outputStateIn.GetShape(), input.GetDataType());
- const TensorInfo& cellStateOut = TensorInfo(cellStateIn.GetShape(), input.GetDataType());
+ unsigned int numUnits = cellStateIn.GetShape()[1];
+ unsigned int scratchBufferFactor = 4;
+
+ if (descriptor.m_CifgEnabled)
+ {
+ // scratchBuffer = { batchSize, numUnits * 3 } with CIFG
+ scratchBufferFactor = 3;
+ }
+
+ const TensorInfo& scratchBuffer = TensorInfo({ batchSize, numUnits * scratchBufferFactor }, input.GetDataType());
// The inputs and outputs
const arm_compute::TensorInfo aclOutputStateInInfo = BuildArmComputeTensorInfo(outputStateIn);