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authorgiuros01 <giuseppe.rossini@arm.com>2018-11-20 18:34:46 +0000
committerGiuseppe Rossini <giuseppe.rossini@arm.com>2018-11-30 18:00:25 +0000
commit164a2727d3bbce0e575d24b7db787c85e2e2c203 (patch)
tree983fc1f519032ac9a056e19f87e32597ca1874a1 /src/runtime/CL/functions/CLLSTMLayer.cpp
parent7930db48e12dd3a14c1971f41f5b83527efea281 (diff)
downloadComputeLibrary-164a2727d3bbce0e575d24b7db787c85e2e2c203.tar.gz
COMPMID-1717: CL: Implement Maximum, Minimum, SquaredDifference
Change-Id: Ice653e48211053bd3cd20a693bd76de6b4efc370 Reviewed-on: https://review.mlplatform.org/270 Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/CL/functions/CLLSTMLayer.cpp')
-rw-r--r--src/runtime/CL/functions/CLLSTMLayer.cpp18
1 files changed, 9 insertions, 9 deletions
diff --git a/src/runtime/CL/functions/CLLSTMLayer.cpp b/src/runtime/CL/functions/CLLSTMLayer.cpp
index a89c4e3dbf..8a27d68d4a 100644
--- a/src/runtime/CL/functions/CLLSTMLayer.cpp
+++ b/src/runtime/CL/functions/CLLSTMLayer.cpp
@@ -110,7 +110,7 @@ void CLLSTMLayer::configure(const ICLTensor *input,
_gemm_forget_gate.configure(output_state_in, &_forget_gate_out2, nullptr, &_forget_gate_out3, 1.f, 0.f);
_forget_gate_out2.allocator()->allocate();
_memory_group.manage(&_forget_gate_out5);
- _accum_forget_gate1.configure(&_forget_gate_out1, &_forget_gate_out3, &_forget_gate_out5, ConvertPolicy::SATURATE);
+ _accum_forget_gate1.configure(ArithmeticOperation::ADD, &_forget_gate_out1, &_forget_gate_out3, &_forget_gate_out5, ConvertPolicy::SATURATE);
CLTensor *forget_gate_out = &_forget_gate_out5;
if(lstm_params.has_peephole_opt())
@@ -139,7 +139,7 @@ void CLLSTMLayer::configure(const ICLTensor *input,
{
_memory_group.manage(&_input_gate_out1);
_ones.allocator()->init(TensorInfo(cell_state_shape, 1, input->info()->data_type()));
- _subtract_input_gate.configure(&_ones, &_forget_gate_out1, &_input_gate_out1, ConvertPolicy::SATURATE);
+ _subtract_input_gate.configure(ArithmeticOperation::SUB, &_ones, &_forget_gate_out1, &_input_gate_out1, ConvertPolicy::SATURATE);
_ones.allocator()->allocate();
_run_cifg_opt = true;
}
@@ -160,7 +160,7 @@ void CLLSTMLayer::configure(const ICLTensor *input,
_gemm_input_gate.configure(output_state_in, &_input_gate_out2, nullptr, &_input_gate_out3, 1.f, 0.f);
_input_gate_out2.allocator()->allocate();
_memory_group.manage(&_input_gate_out4);
- _accum_input_gate1.configure(&_input_gate_out1, &_input_gate_out3, &_input_gate_out4, ConvertPolicy::SATURATE);
+ _accum_input_gate1.configure(ArithmeticOperation::ADD, &_input_gate_out1, &_input_gate_out3, &_input_gate_out4, ConvertPolicy::SATURATE);
if(_run_peephole_opt)
{
_memory_group.manage(&_input_gate_out5);
@@ -190,14 +190,14 @@ void CLLSTMLayer::configure(const ICLTensor *input,
_gemm_cell_state1.configure(output_state_in, &_cell_state_out2, nullptr, &_cell_state_out3, 1.f, 0.f);
_cell_state_out2.allocator()->allocate();
_memory_group.manage(&_cell_state_out4);
- _accum_cell_state1.configure(&_cell_state_out1, &_cell_state_out3, &_cell_state_out4, ConvertPolicy::SATURATE);
+ _accum_cell_state1.configure(ArithmeticOperation::ADD, &_cell_state_out1, &_cell_state_out3, &_cell_state_out4, ConvertPolicy::SATURATE);
_activation_cell_state.configure(&_cell_state_out4, nullptr, activation_info);
_memory_group.manage(&_cell_state_out5);
_pixelwise_mul_cell_state1.configure(&_cell_state_out4, &_input_gate_out1, &_cell_state_out5, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_NEAREST_EVEN);
_cell_state_out4.allocator()->allocate();
_pixelwise_mul_cell_state2.configure(&_forget_gate_out1, cell_state_in, &_cell_state_out3, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_NEAREST_EVEN);
_forget_gate_out1.allocator()->allocate();
- _accum_cell_state2.configure(&_cell_state_out5, &_cell_state_out3, &_cell_state_out1, ConvertPolicy::SATURATE);
+ _accum_cell_state2.configure(ArithmeticOperation::ADD, &_cell_state_out5, &_cell_state_out3, &_cell_state_out1, ConvertPolicy::SATURATE);
_cell_state_out3.allocator()->allocate();
_cell_state_out5.allocator()->allocate();
// Perform clipping
@@ -223,7 +223,7 @@ void CLLSTMLayer::configure(const ICLTensor *input,
_gemm_output.configure(output_state_in, &_output2, nullptr, &_output3, 1.f, 0.f);
_output2.allocator()->allocate();
_memory_group.manage(&_output5);
- _accum_output1.configure(&_output1, &_output3, &_output5, ConvertPolicy::SATURATE);
+ _accum_output1.configure(ArithmeticOperation::ADD, &_output1, &_output3, &_output5, ConvertPolicy::SATURATE);
_output3.allocator()->allocate();
CLTensor *output_gate_out = &_output5;
if(lstm_params.has_peephole_opt())
@@ -364,7 +364,7 @@ Status CLLSTMLayer::validate(const ITensorInfo *input,
// Validate forget gate
ARM_COMPUTE_RETURN_ON_ERROR(CLFullyConnectedLayer::validate(input, input_to_forget_weights, forget_gate_bias, &forget_gate));
ARM_COMPUTE_RETURN_ON_ERROR(CLGEMM::validate(output_state_in, &units_out_transposed_info, nullptr, &forget_gate, 1.f, 0.f, GEMMInfo()));
- ARM_COMPUTE_RETURN_ON_ERROR(CLArithmeticAdditionKernel::validate(&forget_gate, &forget_gate, &forget_gate, ConvertPolicy::SATURATE));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLSaturatedArithmeticOperationKernel::validate(ArithmeticOperation::ADD, &forget_gate, &forget_gate, &forget_gate, ConvertPolicy::SATURATE));
if(lstm_params.has_peephole_opt())
{
ARM_COMPUTE_RETURN_ON_ERROR(CLPixelWiseMultiplicationKernel::validate(cell_state_in, lstm_params.cell_to_forget_weights(), &forget_gate, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_NEAREST_EVEN));
@@ -396,7 +396,7 @@ Status CLLSTMLayer::validate(const ITensorInfo *input,
}
else
{
- ARM_COMPUTE_RETURN_ON_ERROR(CLArithmeticSubtractionKernel::validate(&forget_gate, &forget_gate, &forget_gate, ConvertPolicy::SATURATE));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLSaturatedArithmeticOperationKernel::validate(ArithmeticOperation::SUB, &forget_gate, &forget_gate, &forget_gate, ConvertPolicy::SATURATE));
}
// Validate cell state
@@ -544,4 +544,4 @@ void CLLSTMLayer::run()
_concat_scratch_buffer.run();
_memory_group.release();
-} \ No newline at end of file
+}