【Hackathon 8th No.14】CoNFiLD 论文复现

examples/confild/conf/confild_case1.yaml

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+defaults:
+  - ppsci_default
+  - TRAIN: train_default
+  - TRAIN/ema: ema_default
+  - TRAIN/swa: swa_default
+  - EVAL: eval_default
+  - INFER: infer_default
+  - hydra/job/config/override_dirname/exclude_keys: exclude_keys_default
+  - _self_
+
+hydra:
+  run:
+    # dynamic output directory according to running time and override name
+    # dir: outputs_confild_case1/${now:%Y-%m-%d}/${now:%H-%M-%S}/${hydra.job.override_dirname}
+    dir: ./outputs_confild_case1
+  job:
+    name: ${mode} # name of logfile
+    chdir: false # keep current working directory unchanged
+  callbacks:
+    init_callback:
+      _target_: ppsci.utils.callbacks.InitCallback
+  sweep:
+    # output directory for multirun
+    dir: ${hydra.run.dir}
+    subdir: ./
+
+# general settings
+mode: infer # running mode: infer
+seed: 2025
+output_dir: ${hydra:run.dir}
+log_freq: 20
+
+INFER:
+  pretrained_model_path: null
+  export_path: ./inference/confild_case1
+  pdmodel_path: ${INFER.export_path}.pdmodel
+  pdiparams_path: ${INFER.export_path}.pdiparams
+  onnx_path: ${INFER.export_path}.onnx
+  device: gpu
+  engine: native
+  precision: fp32
+  ir_optim: true
+  min_subgraph_size: 5
+  gpu_mem: 2000
+  gpu_id: 0
+  max_batch_size: 1024
+  num_cpu_threads: 10
+  batch_size: 64
+  normalizer:
+    method: "-11"
+    dim: 0
+
+data_path: /home/xinyang/store/projects/nfdiff/algo/elbow/uvp.npy
+coor_path: /home/xinyang/store/projects/nfdiff/algo/elbow/coor.npy

examples/confild/conf/confild_case2.yaml

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+defaults:
+  - ppsci_default
+  - TRAIN: train_default
+  - TRAIN/ema: ema_default
+  - TRAIN/swa: swa_default
+  - EVAL: eval_default
+  - INFER: infer_default
+  - hydra/job/config/override_dirname/exclude_keys: exclude_keys_default
+  - _self_
+
+hydra:
+  run:
+    # dynamic output directory according to running time and override name
+    # dir: outputs_confild_case2/${now:%Y-%m-%d}/${now:%H-%M-%S}/${hydra.job.override_dirname}
+    dir: ./outputs_confild_case2
+  job:
+    name: ${mode} # name of logfile
+    chdir: false # keep current working directory unchanged
+  callbacks:
+    init_callback:
+      _target_: ppsci.utils.callbacks.InitCallback
+  sweep:
+    # output directory for multirun
+    dir: ${hydra.run.dir}
+    subdir: ./
+
+# general settings
+mode: infer # running mode: infer
+seed: 2025
+output_dir: ${hydra:run.dir}
+log_freq: 20
+
+INFER:
+  pretrained_model_path: null
+  export_path: ./inference/confild_case1
+  pdmodel_path: ${INFER.export_path}.pdmodel
+  pdiparams_path: ${INFER.export_path}.pdiparams
+  onnx_path: ${INFER.export_path}.onnx
+  device: gpu
+  engine: native
+  precision: fp32
+  ir_optim: true
+  min_subgraph_size: 5
+  gpu_mem: 2000
+  gpu_id: 0
+  max_batch_size: 1024
+  num_cpu_threads: 10
+  batch_size: 40
+  normalizer:
+    method: "-11"
+    dim: 0
+
+data_path: /home/xinyang/store/projects/nfdiff/algo/elbow/uvp.npy
+coor_path: null

examples/confild/conf/confild_case3.yaml

@@ -0,0 +1,56 @@
+defaults:
+  - ppsci_default
+  - TRAIN: train_default
+  - TRAIN/ema: ema_default
+  - TRAIN/swa: swa_default
+  - EVAL: eval_default
+  - INFER: infer_default
+  - hydra/job/config/override_dirname/exclude_keys: exclude_keys_default
+  - _self_
+
+hydra:
+  run:
+    # dynamic output directory according to running time and override name
+    # dir: outputs_confild_case3/${now:%Y-%m-%d}/${now:%H-%M-%S}/${hydra.job.override_dirname}
+    dir: ./outputs_confild_case3
+  job:
+    name: ${mode} # name of logfile
+    chdir: false # keep current working directory unchanged
+  callbacks:
+    init_callback:
+      _target_: ppsci.utils.callbacks.InitCallback
+  sweep:
+    # output directory for multirun
+    dir: ${hydra.run.dir}
+    subdir: ./
+
+# general settings
+mode: infer # running mode: infer
+seed: 2025
+output_dir: ${hydra:run.dir}
+log_freq: 20
+
+INFER:
+  pretrained_model_path: null
+  export_path: ./inference/confild_case1
+  pdmodel_path: ${INFER.export_path}.pdmodel
+  pdiparams_path: ${INFER.export_path}.pdiparams
+  onnx_path: ${INFER.export_path}.onnx
+  device: gpu
+  engine: native
+  precision: fp32
+  ir_optim: true
+  min_subgraph_size: 5
+  gpu_mem: 2000
+  gpu_id: 0
+  max_batch_size: 1024
+  num_cpu_threads: 10
+  batch_size: 4
+  normalizer:
+    method: "-11"
+    dim: 0
+
+data_path: /home/xinyang/store/projects/nfdiff/algo/elbow/uvp.npy
+coor_path: /home/xinyang/store/projects/nfdiff/algo/elbow/coor.npy
+
+

examples/confild/conf/confild_case4.yaml

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+defaults:
+  - ppsci_default
+  - TRAIN: train_default
+  - TRAIN/ema: ema_default
+  - TRAIN/swa: swa_default
+  - EVAL: eval_default
+  - INFER: infer_default
+  - hydra/job/config/override_dirname/exclude_keys: exclude_keys_default
+  - _self_
+
+hydra:
+  run:
+    # dynamic output directory according to running time and override name
+    # dir: outputs_confild_case4/${now:%Y-%m-%d}/${now:%H-%M-%S}/${hydra.job.override_dirname}
+    dir: ./outputs_confild_case4
+  job:
+    name: ${mode} # name of logfile
+    chdir: false # keep current working directory unchanged
+  callbacks:
+    init_callback:
+      _target_: ppsci.utils.callbacks.InitCallback
+  sweep:
+    # output directory for multirun
+    dir: ${hydra.run.dir}
+    subdir: ./
+
+# general settings
+mode: infer # running mode: infer
+seed: 2025
+output_dir: ${hydra:run.dir}
+log_freq: 20
+
+INFER:
+  pretrained_model_path: null
+  export_path: ./inference/confild_case4
+  pdmodel_path: ${INFER.export_path}.pdmodel
+  pdiparams_path: ${INFER.export_path}.pdiparams
+  onnx_path: ${INFER.export_path}.onnx
+  device: gpu
+  engine: native
+  precision: fp32
+  ir_optim: true
+  min_subgraph_size: 5
+  gpu_mem: 2000
+  gpu_id: 0
+  max_batch_size: 1024
+  num_cpu_threads: 10
+  batch_size: 4
+  normalizer:
+    method: '-11'
+    dim: 0
+
+data_path: /home/xinyang/store/projects/nfdiff/algo/elbow/uvp.npy
+coor_path: /home/xinyang/store/projects/nfdiff/algo/elbow/coor.npy