diff options
Diffstat (limited to 'src/runtime/CL/functions/CLQLSTMLayer.cpp')
| -rw-r--r-- | src/runtime/CL/functions/CLQLSTMLayer.cpp | 16 |
1 files changed, 13 insertions, 3 deletions
diff --git a/src/runtime/CL/functions/CLQLSTMLayer.cpp b/src/runtime/CL/functions/CLQLSTMLayer.cpp index 524c7b3aae..f063410972 100644 --- a/src/runtime/CL/functions/CLQLSTMLayer.cpp +++ b/src/runtime/CL/functions/CLQLSTMLayer.cpp @@ -211,6 +211,10 @@ void CLQLSTMLayer::configure(const CLCompileContext &compile_context, const ICLT if(_has_projection) { _projection_reduction.configure(compile_context, _projection_weights, &_projection_eff_bias, GEMMLowpReductionKernelInfo(output_size, false, lstm_params.hidden_state_zero(), true)); + if(_projection_bias != nullptr) + { + _projection_bias_add.configure(compile_context, ArithmeticOperation::ADD, _projection_bias, &_projection_eff_bias, &_projection_eff_bias, ConvertPolicy::SATURATE); + } } // Pre-transpose weights to be used in GEMM. @@ -640,6 +644,12 @@ Status CLQLSTMLayer::validate(const ITensorInfo *input, ARM_COMPUTE_RETURN_ON_ERROR(CLGEMMLowpMatrixAReductionKernel::validate(lstm_params.projection_weights(), &projection_eff_bias_info, GEMMLowpReductionKernelInfo(output_size, false, lstm_params.hidden_state_zero(), true))); + if(lstm_params.projection_bias() != nullptr) + { + ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(lstm_params.projection_bias(), 1, DataType::S32); + ARM_COMPUTE_RETURN_ON_ERROR(CLSaturatedArithmeticOperationKernel::validate(ArithmeticOperation::ADD, lstm_params.projection_bias(), &projection_eff_bias_info, + &projection_eff_bias_info, ConvertPolicy::SATURATE)); + } } const TensorInfo input_weights_transposed(TensorShape(num_units, input_size), 1, input_to_forget_weights->data_type(), input_to_forget_weights->quantization_info()); @@ -832,7 +842,6 @@ Status CLQLSTMLayer::validate(const ITensorInfo *input, if(lstm_params.has_projection()) { ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(recurrent_to_forget_weights, lstm_params.projection_weights()); - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(forget_gate_bias, lstm_params.projection_bias()); ARM_COMPUTE_RETURN_ERROR_ON(qoutput_state_in.scale == 0); const UniformQuantizationInfo qprojection = lstm_params.projection_weights()->quantization_info().uniform(); @@ -1095,10 +1104,11 @@ void CLQLSTMLayer::prepare() if(_has_projection) { + _projection_eff_bias.allocator()->allocate(); + CLScheduler::get().enqueue(_projection_reduction); if(_projection_bias != nullptr) { - _projection_eff_bias.allocator()->allocate(); - CLScheduler::get().enqueue(_projection_reduction); + CLScheduler::get().enqueue(_projection_bias_add); _projection_bias->mark_as_unused(); } |