[Bug] Parameters Codebase config

[Daanfb]

Checklist

• [x] I have searched related issues but cannot get the expected help.
• [x] 2. I have read the FAQ documentation but cannot get the expected help.
• [x] 3. The bug has not been fixed in the latest version.

Describe the bug

I want to change some parameters of RTMO model. I'm using RTMO engine model. When I change the codebase_config dict I get the same result as before doing that.

Reproduction

This is what i did to change the codebase_config dict:

deploy_cfg_path = 'mmdeploy/configs/mmpose/pose-detection_rtmo_tensorrt-fp16_dynamic-640x640.py'
model_cfg_path = 'mmpose/configs/body_2d_keypoint/rtmo/body7/rtmo-m_16xb16-600e_body7-640x640.py'
cfg_options={'codebase_config':{'post_processing': {'score_threshold': 0.3}}}

deploy_cfg, model_cfg = load_config(deploy_cfg_path, model_cfg_path)

if cfg_options is not None:
    deploy_cfg.merge_from_dict(cfg_options)
    deploy_cfg, model_cfg = load_config(deploy_cfg, model_cfg)

self.task_processor = build_task_processor(model_cfg, deploy_cfg, device)

I have debugged the code and deploy_cfg.merge_from_dict(cfg_options) is working but the final result is the same as if I hadn't changed it

Environment

04/24 10:11:49 - mmengine - INFO - **********Environmental information**********
04/24 10:11:51 - mmengine - INFO - sys.platform: linux
04/24 10:11:51 - mmengine - INFO - Python: 3.8.19 (default, Mar 20 2024, 19:58:24) [GCC 11.2.0]
04/24 10:11:51 - mmengine - INFO - CUDA available: True
04/24 10:11:51 - mmengine - INFO - MUSA available: False
04/24 10:11:51 - mmengine - INFO - numpy_random_seed: 2147483648
04/24 10:11:51 - mmengine - INFO - GPU 0: NVIDIA GeForce RTX 2060
04/24 10:11:51 - mmengine - INFO - CUDA_HOME: /usr/local/cuda-11.8
04/24 10:11:51 - mmengine - INFO - NVCC: Cuda compilation tools, release 11.8, V11.8.89
04/24 10:11:51 - mmengine - INFO - GCC: gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0
04/24 10:11:51 - mmengine - INFO - PyTorch: 2.2.2
04/24 10:11:51 - mmengine - INFO - PyTorch compiling details: PyTorch built with:
  - GCC 9.3
  - C++ Version: 201703
  - Intel(R) oneAPI Math Kernel Library Version 2023.1-Product Build 20230303 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v3.3.2 (Git Hash 2dc95a2ad0841e29db8b22fbccaf3e5da7992b01)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - LAPACK is enabled (usually provided by MKL)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - CUDA Runtime 11.8
  - NVCC architecture flags: -gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_90,code=sm_90;-gencode;arch=compute_37,code=compute_37
  - CuDNN 8.7
  - Magma 2.6.1
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.8, CUDNN_VERSION=8.7.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -D_GLIBCXX_USE_CXX11_ABI=0 -fabi-version=11 -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -DNDEBUG -DUSE_KINETO -DLIBKINETO_NOROCTRACER -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -O2 -fPIC -Wall -Wextra -Werror=return-type -Werror=non-virtual-dtor -Werror=bool-operation -Wnarrowing -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-stringop-overflow -Wsuggest-override -Wno-psabi -Wno-error=pedantic -Wno-error=old-style-cast -Wno-missing-braces -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=2.2.2, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, USE_ROCM_KERNEL_ASSERT=OFF, 

04/24 10:11:51 - mmengine - INFO - TorchVision: 0.17.2
04/24 10:11:51 - mmengine - INFO - OpenCV: 4.9.0
04/24 10:11:51 - mmengine - INFO - MMEngine: 0.10.3
04/24 10:11:51 - mmengine - INFO - MMCV: 2.1.0
04/24 10:11:51 - mmengine - INFO - MMCV Compiler: GCC 11.4
04/24 10:11:51 - mmengine - INFO - MMCV CUDA Compiler: not available
04/24 10:11:51 - mmengine - INFO - MMDeploy: 1.3.1+bc75c9d
04/24 10:11:51 - mmengine - INFO - 

04/24 10:11:51 - mmengine - INFO - **********Backend information**********
04/24 10:11:51 - mmengine - INFO - tensorrt:	8.6.1
04/24 10:11:51 - mmengine - INFO - tensorrt custom ops:	Available
04/24 10:11:51 - mmengine - INFO - ONNXRuntime:	None
04/24 10:11:51 - mmengine - INFO - ONNXRuntime-gpu:	1.8.1
04/24 10:11:51 - mmengine - INFO - ONNXRuntime custom ops:	Available
04/24 10:11:51 - mmengine - INFO - pplnn:	None
04/24 10:11:51 - mmengine - INFO - ncnn:	None
04/24 10:11:51 - mmengine - INFO - snpe:	None
04/24 10:11:51 - mmengine - INFO - openvino:	None
04/24 10:11:51 - mmengine - INFO - torchscript:	2.2.2
04/24 10:11:51 - mmengine - INFO - torchscript custom ops:	NotAvailable
04/24 10:11:51 - mmengine - INFO - rknn-toolkit:	None
04/24 10:11:51 - mmengine - INFO - rknn-toolkit2:	None
04/24 10:11:51 - mmengine - INFO - ascend:	None
04/24 10:11:51 - mmengine - INFO - coreml:	None
04/24 10:11:51 - mmengine - INFO - tvm:	None
04/24 10:11:51 - mmengine - INFO - vacc:	None
04/24 10:11:51 - mmengine - INFO - 

04/24 10:11:51 - mmengine - INFO - **********Codebase information**********
04/24 10:11:51 - mmengine - INFO - mmdet:	3.3.0
04/24 10:11:51 - mmengine - INFO - mmseg:	None
04/24 10:11:51 - mmengine - INFO - mmpretrain:	None
04/24 10:11:51 - mmengine - INFO - mmocr:	None
04/24 10:11:51 - mmengine - INFO - mmagic:	None
04/24 10:11:51 - mmengine - INFO - mmdet3d:	None
04/24 10:11:51 - mmengine - INFO - mmpose:	1.3.1
04/24 10:11:51 - mmengine - INFO - mmrotate:	None
04/24 10:11:51 - mmengine - INFO - mmaction:	None
04/24 10:11:51 - mmengine - INFO - mmrazor:	None
04/24 10:11:51 - mmengine - INFO - mmyolo:	None

Error traceback

No response