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-rw-r--r--src/runtime/CL/functions/CLFullyConnectedLayer.cpp16
-rw-r--r--src/runtime/gpu/cl/operators/ClGemm.cpp1
2 files changed, 13 insertions, 4 deletions
diff --git a/src/runtime/CL/functions/CLFullyConnectedLayer.cpp b/src/runtime/CL/functions/CLFullyConnectedLayer.cpp
index c719a667a7..6836c12022 100644
--- a/src/runtime/CL/functions/CLFullyConnectedLayer.cpp
+++ b/src/runtime/CL/functions/CLFullyConnectedLayer.cpp
@@ -76,7 +76,7 @@ void CLFullyConnectedLayer::configure(const CLCompileContext &compile_context, c
_impl->op = std::make_unique<opencl::ClFullyConnected>();
_impl->original_weights = weights;
- _impl->is_prepared = false;
+ _impl->is_prepared = fc_info.retain_internal_weights;
_impl->op->configure(compile_context, input->info(), weights->info(), (biases != nullptr) ? biases->info() : nullptr, output->info(), fc_info);
@@ -85,9 +85,17 @@ void CLFullyConnectedLayer::configure(const CLCompileContext &compile_context, c
_impl->weights_manager->manage(weights);
}
- _impl->aux_mem_req = _impl->op->workspace();
- _impl->run_pack = { { ACL_SRC_0, input }, { ACL_SRC_1, weights }, { ACL_SRC_2, biases }, { ACL_DST, output } };
- _impl->workspace = manage_workspace<CLTensor>(_impl->aux_mem_req, _impl->memory_group, _impl->run_pack, _impl->run_pack);
+ if(!_impl->is_prepared)
+ {
+ _impl->aux_mem_req = _impl->op->workspace();
+ _impl->run_pack = { { ACL_SRC_0, input }, { ACL_SRC_1, weights }, { ACL_SRC_2, biases }, { ACL_DST, output } };
+ _impl->workspace = manage_workspace<CLTensor>(_impl->aux_mem_req, _impl->memory_group, _impl->run_pack, _impl->run_pack);
+ }
+ else
+ {
+ _impl->run_pack.add_tensor(ACL_SRC_0, input);
+ _impl->run_pack.add_tensor(ACL_DST, output);
+ }
}
Status CLFullyConnectedLayer::validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output,
diff --git a/src/runtime/gpu/cl/operators/ClGemm.cpp b/src/runtime/gpu/cl/operators/ClGemm.cpp
index 2792dc470d..59bbabba26 100644
--- a/src/runtime/gpu/cl/operators/ClGemm.cpp
+++ b/src/runtime/gpu/cl/operators/ClGemm.cpp
@@ -564,6 +564,7 @@ void ClGemm::configure(const CLCompileContext &compile_context, ITensorInfo *a,
// Check if we need to reshape the matrix B only on the first run
_reshape_b_only_on_first_run = gemm_info.reshape_b_only_on_first_run();
+ _is_prepared = gemm_info.retain_internal_weights();
bool reinterpret_input_as_3d = gemm_info.reinterpret_input_as_3d();
const unsigned int m = reinterpret_input_as_3d ? (a->dimension(1) * a->dimension(2)) : a->dimension(1);