if(getLayerWiseConfigurations().getInferenceWorkspaceMode() == WorkspaceMode.ENABLED){
            outputWs = Nd4j.getWorkspaceManager().getWorkspaceForCurrentThread(WS_ALL_LAYERS_ACT_CONFIG, WS_OUTPUT_MEM);
        } else {
            outputWs = new DummyWorkspace();
        }