clean

.gitattributes

@@ -0,0 +1,7 @@
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.jsonl filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*jpg filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -0,0 +1,2 @@
+*.png
+*.jpg

best_mdl_state.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:839939000a8730cffa971d6bd8400faa35708f0f000176f757e6d056befd4656
+size 8890

evaluations/20260414_151301_run_12ac5931.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_12ac5931",
+  "created_at_utc": "20260414_151301",
+  "status": "running",
+  "experiment_name": "freeze_backbone",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_151301_run_12ac5931.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_151301_run_12ac5931_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_151301_run_12ac5931_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "head_only",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_12ac5931",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_12ac5931/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_12ac5931/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 20,
+    "learning_rate": 0.0001,
+    "weight_decay": 0.0001,
+    "freeze_backbone": true,
+    "partial_freeze": 0,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 4,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_151301_run_12ac5931_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4efe8b2a8dd123182e8d6642cb22d26ea039cc956187cc8fe7e45e8209172ae7
+size 50447

evaluations/20260414_151537_run_4f05b97a.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_4f05b97a",
+  "created_at_utc": "20260414_151537",
+  "status": "running",
+  "experiment_name": "partial_freeze_2",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_151537_run_4f05b97a.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_151537_run_4f05b97a_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_151537_run_4f05b97a_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "partial_2stages",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_4f05b97a",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_4f05b97a/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_4f05b97a/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 20,
+    "learning_rate": 5e-05,
+    "weight_decay": 0.0001,
+    "freeze_backbone": false,
+    "partial_freeze": 2,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 14,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_151537_run_4f05b97a_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a15f63a5b9ae3c0c34baf637036b5c2bfadad5261d9d4197ff5bb32906a7a338
+size 11835

evaluations/20260414_151738_run_e11b7587.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_e11b7587",
+  "created_at_utc": "20260414_151738",
+  "status": "running",
+  "experiment_name": "partial_freeze_2",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_151738_run_e11b7587.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_151738_run_e11b7587_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_151738_run_e11b7587_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "partial_2stages",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_e11b7587",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_e11b7587/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_e11b7587/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 16,
+    "epochs_requested": 20,
+    "learning_rate": 5e-05,
+    "weight_decay": 0.0001,
+    "freeze_backbone": false,
+    "partial_freeze": 2,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 14,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_151738_run_e11b7587_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d1ae2d6451a6668c2bbed3e79a18b0b58635b2f170366b07eb739d2deeff0a97
+size 12454

evaluations/20260414_151845_run_35dfc2ea.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_35dfc2ea",
+  "created_at_utc": "20260414_151845",
+  "status": "running",
+  "experiment_name": "freeze_backbone",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_151845_run_35dfc2ea.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_151845_run_35dfc2ea_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_151845_run_35dfc2ea_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "head_only",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_35dfc2ea",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_35dfc2ea/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_35dfc2ea/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 16,
+    "epochs_requested": 20,
+    "learning_rate": 0.0001,
+    "weight_decay": 0.0001,
+    "freeze_backbone": true,
+    "partial_freeze": 0,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 4,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_151845_run_35dfc2ea_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d888dbefb1edcb45f08e49522d5fe5d1da0ede673969ece87347d1c6b315f19
+size 5848

evaluations/20260414_152031_run_0d2cf41e.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_0d2cf41e",
+  "created_at_utc": "20260414_152031",
+  "status": "running",
+  "experiment_name": "freeze_backbone",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_152031_run_0d2cf41e.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_152031_run_0d2cf41e_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_152031_run_0d2cf41e_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "head_only",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_0d2cf41e",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_0d2cf41e/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_0d2cf41e/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 15,
+    "learning_rate": 0.0001,
+    "weight_decay": 0.0001,
+    "freeze_backbone": true,
+    "partial_freeze": 0,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 4,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_152031_run_0d2cf41e_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:952007d20d342f7e3872fc725263b0e204124e9bcc79f63b3da285724e047190
+size 26425

evaluations/20260414_152057_run_33a97da9.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_33a97da9",
+  "created_at_utc": "20260414_152057",
+  "status": "running",
+  "experiment_name": "partial_freeze_2",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_152057_run_33a97da9.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_152057_run_33a97da9_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_152057_run_33a97da9_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "partial_2stages",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_33a97da9",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_33a97da9/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_33a97da9/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 15,
+    "learning_rate": 5e-05,
+    "weight_decay": 0.0001,
+    "freeze_backbone": false,
+    "partial_freeze": 2,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 14,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_152057_run_33a97da9_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6390131604876993cb95fe03b8d417fa8a7bdd879b3407bc13877fcac577770e
+size 10481

evaluations/20260414_152243_run_b13fb92a.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_b13fb92a",
+  "created_at_utc": "20260414_152243",
+  "status": "running",
+  "experiment_name": "partial_freeze_2",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_152243_run_b13fb92a.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_152243_run_b13fb92a_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_152243_run_b13fb92a_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "partial_2stages",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_b13fb92a",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_b13fb92a/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_b13fb92a/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 10,
+    "learning_rate": 5e-05,
+    "weight_decay": 0.0001,
+    "freeze_backbone": false,
+    "partial_freeze": 2,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 14,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_152243_run_b13fb92a_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6566c138eb7d6580b0b940a7a6ddcc9c0a0575887fbf3477cdeffe1832f7d1e8
+size 59836

evaluations/20260414_152314_run_3098a2d2.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_3098a2d2",
+  "created_at_utc": "20260414_152314",
+  "status": "running",
+  "experiment_name": "freeze_backbone",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_152314_run_3098a2d2.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_152314_run_3098a2d2_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_152314_run_3098a2d2_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "head_only",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_3098a2d2",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_3098a2d2/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_3098a2d2/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 10,
+    "learning_rate": 0.0001,
+    "weight_decay": 0.0001,
+    "freeze_backbone": true,
+    "partial_freeze": 0,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 4,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_152314_run_3098a2d2_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f882b9265fe21ece75d2b3fefdef73d1ffb8951b2ae42c1d2ecfc46ac9fd49a1
+size 77397

evaluations/20260414_152505_run_5c47836d.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_5c47836d",
+  "created_at_utc": "20260414_152505",
+  "status": "running",
+  "experiment_name": "partial_freeze_4",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_152505_run_5c47836d.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_152505_run_5c47836d_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_152505_run_5c47836d_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "partial_4stages",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_5c47836d",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_5c47836d/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_5c47836d/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 10,
+    "learning_rate": 5e-05,
+    "weight_decay": 0.0001,
+    "freeze_backbone": false,
+    "partial_freeze": 4,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 14,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_152505_run_5c47836d_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e681acb68db92bfcdff75f0c1e23279ae8e49b468f418b962c02d01bd19e105
+size 23255

evaluations/20260414_152849_run_a54317ae.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_a54317ae",
+  "created_at_utc": "20260414_152849",
+  "status": "running",
+  "experiment_name": "partial_freeze_4",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_152849_run_a54317ae.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_152849_run_a54317ae_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_152849_run_a54317ae_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "partial_4stages",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_a54317ae",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_a54317ae/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_a54317ae/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 8,
+    "learning_rate": 5e-05,
+    "weight_decay": 0.0001,
+    "freeze_backbone": false,
+    "partial_freeze": 4,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 14,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_152849_run_a54317ae_foe1_0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a230a229fdf09169f2a4e93a3c7cffc3b5163f7c4e8d42a3cd0b0078431b72ed
+size 11545

evaluations/20260414_152849_run_a54317ae_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b31737419a4996dac6624c2d2b2940e8d356b88bd85beebd0fb95dbc892f30f
+size 7875999

evaluations/20260414_152905_run_c7906692.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_c7906692",
+  "created_at_utc": "20260414_152905",
+  "status": "running",
+  "experiment_name": "partial_freeze_2",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_152905_run_c7906692.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_152905_run_c7906692_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_152905_run_c7906692_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "partial_2stages",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_c7906692",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_c7906692/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_c7906692/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 8,
+    "learning_rate": 5e-05,
+    "weight_decay": 0.0001,
+    "freeze_backbone": false,
+    "partial_freeze": 2,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 14,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_152905_run_c7906692_foe1_0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3201ddd0e630fe31249685d98a6348ad3ded596366bfd3db54ac81da1918d52a
+size 17342

evaluations/20260414_152905_run_c7906692_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91b151eb7854c76b820f9415a81c65f1b8009aa902b431780d7eb334a2c4f950
+size 10342853

evaluations/20260414_152927_run_db75cd52.json

@@ -0,0 +1,93 @@
+{
+  "schema_version": 1,
+  "run_id": "run_db75cd52",
+  "created_at_utc": "20260414_152927",
+  "status": "running",
+  "experiment_name": "freeze_backbone",
+  "artifacts": {
+    "run_report": "/cwork/ad641/pest_detection_model/evaluations/20260414_152927_run_db75cd52.json",
+    "foe_evals": "/cwork/ad641/pest_detection_model/evaluations/20260414_152927_run_db75cd52_foe1_0.jsonl",
+    "iterations": "/cwork/ad641/pest_detection_model/evaluations/20260414_152927_run_db75cd52_iterations.jsonl"
+  },
+  "model": {
+    "base_checkpoint": "facebook/detr-resnet-50",
+    "strategy": "head_only",
+    "model_repo_dir": "/cwork/ad641/pest_detection_model",
+    "run_model_dir": "/cwork/ad641/pest_detection_model/runs/run_db75cd52",
+    "runs_root": "/cwork/ad641/pest_detection_model/runs",
+    "best_dir": "/cwork/ad641/pest_detection_model/runs/run_db75cd52/best",
+    "last_dir": "/cwork/ad641/pest_detection_model/runs/run_db75cd52/last",
+    "best_state_path": "/cwork/ad641/pest_detection_model/best_mdl_state.jsonl",
+    "last_state_path": "/cwork/ad641/pest_detection_model/last_mdl_state.jsonl"
+  },
+  "dataset": {
+    "root": "/cwork/ad641/pest_detection_dataset",
+    "available_splits": [
+      "train",
+      "val",
+      "test"
+    ],
+    "splits": {
+      "train": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/train",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/train.json",
+        "resolved_image_split": "train",
+        "resolved_annotation_file": "train.json",
+        "num_images": 195706,
+        "num_annotations": 315903
+      },
+      "val": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/val",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/val.json",
+        "resolved_image_split": "val",
+        "resolved_annotation_file": "val.json",
+        "num_images": 10143,
+        "num_annotations": 16023
+      },
+      "test": {
+        "image_dir": "/cwork/ad641/pest_detection_dataset/images/test",
+        "annotation_path": "/cwork/ad641/pest_detection_dataset/annotations/test.json",
+        "resolved_image_split": "test",
+        "resolved_annotation_file": "test.json",
+        "num_images": 39151,
+        "num_annotations": 61544
+      }
+    },
+    "class_names": [
+      "mouse",
+      "rat",
+      "cockroach"
+    ],
+    "source_type": "local",
+    "repo_id_or_path": "/cwork/ad641/pest_detection_dataset",
+    "requested_hf_revision": null,
+    "resolved_hf_revision": null
+  },
+  "hyperparams": {
+    "batch_size": 8,
+    "epochs_requested": 8,
+    "learning_rate": 0.0001,
+    "weight_decay": 0.0001,
+    "freeze_backbone": true,
+    "partial_freeze": 0,
+    "augment": true,
+    "seed": 42,
+    "foe": 1.0,
+    "eval_threshold": 0.5,
+    "final_eval_split": "test"
+  },
+  "environment": {
+    "python_version": "3.12.11",
+    "platform": "Linux-5.14.0-570.22.1.el9_6.x86_64-x86_64-with-glibc2.35",
+    "device": "cuda:0",
+    "device_type": "cuda",
+    "num_workers": 4,
+    "torch_version": "2.6.0+cu126",
+    "transformers_version": "4.56.1",
+    "cuda_available": true,
+    "cuda_version": "12.6"
+  },
+  "code": {
+    "git_commit": null
+  }
+}

evaluations/20260414_152927_run_db75cd52_foe1_0.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fabb73e1423d43d75b89e1922d1ca5ac000cc92010a2f88279c976f9b3c00e95
+size 23432

evaluations/20260414_152927_run_db75cd52_iterations.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:195408226836ab275c8f3c203ae355b7afb8bd6ba14ec12cd91fe44671750e04
+size 13481841

last_mdl_state.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09adb9d7f403200c4d3d12a7c7846a2d11eced358263a9d330041f06e536bb25
+size 9999

results/yolo8smine/args.yaml

@@ -0,0 +1,110 @@
+task: detect
+mode: train
+model: yolov8s.pt
+data: /cwork/ad641/pest_detection_dataset/data.yaml
+epochs: 10
+time: null
+patience: 15
+batch: -1
+imgsz: 640
+save: true
+save_period: 5
+cache: false
+device: '0'
+workers: 4
+project: /cwork/ad641/pest_detection_model/results
+name: yolo8smine
+exist_ok: false
+pretrained: true
+optimizer: auto
+verbose: true
+seed: 42
+deterministic: true
+single_cls: false
+rect: false
+cos_lr: false
+close_mosaic: 10
+resume: false
+amp: true
+fraction: 1.0
+profile: false
+freeze: null
+multi_scale: 0.0
+compile: false
+overlap_mask: true
+mask_ratio: 4
+dropout: 0.0
+val: true
+split: val
+save_json: false
+conf: null
+iou: 0.7
+max_det: 300
+half: false
+dnn: false
+plots: true
+end2end: null
+source: null
+vid_stride: 1
+stream_buffer: false
+visualize: false
+augment: false
+agnostic_nms: false
+classes: null
+retina_masks: false
+embed: null
+show: false
+save_frames: false
+save_txt: false
+save_conf: false
+save_crop: false
+show_labels: true
+show_conf: true
+show_boxes: true
+line_width: null
+format: torchscript
+keras: false
+optimize: false
+int8: false
+dynamic: false
+simplify: true
+opset: null
+workspace: null
+nms: false
+lr0: 0.01
+lrf: 0.01
+momentum: 0.937
+weight_decay: 0.0005
+warmup_epochs: 3.0
+warmup_momentum: 0.8
+warmup_bias_lr: 0.1
+box: 7.5
+cls: 0.5
+cls_pw: 0.0
+dfl: 1.5
+pose: 12.0
+kobj: 1.0
+rle: 1.0
+angle: 1.0
+nbs: 64
+hsv_h: 0.015
+hsv_s: 0.7
+hsv_v: 0.4
+degrees: 0.0
+translate: 0.1
+scale: 0.5
+shear: 0.0
+perspective: 0.0
+flipud: 0.0
+fliplr: 0.5
+bgr: 0.0
+mosaic: 1.0
+mixup: 0.0
+cutmix: 0.0
+copy_paste: 0.0
+copy_paste_mode: flip
+auto_augment: randaugment
+erasing: 0.4
+cfg: null
+tracker: botsort.yaml
+save_dir: /cwork/ad641/pest_detection_model/results/yolo8smine

results/yolo8smine/results.csv

@@ -0,0 +1,11 @@
+epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2,lr/pg3,lr/pg4,lr/pg5,lr/pg6,lr/pg7
+1,5396.36,0.84377,0.69919,0.89613,0.99966,0.99655,0.995,0.91185,0.37245,0.2082,0.68888,0.00999923,0.00333308,0.00999923,0.00333308,0.00999923,0.00333308,0.00999923,0.00333308
+2,10082.6,0.60323,0.32909,0.81924,0.99981,0.9976,0.995,0.94988,0.27226,0.1739,0.67891,0.0180193,0.00600644,0.0180193,0.00600644,0.0180193,0.00600644,0.0180193,0.00600644
+3,14511.1,0.54257,0.30428,0.80973,0.99996,0.99663,0.995,0.94668,0.2862,0.1978,0.68252,0.0240594,0.0080198,0.0240594,0.0080198,0.0240594,0.0080198,0.0240594,0.0080198
+4,18886.9,0.48583,0.27675,0.80006,0.99852,0.9932,0.99497,0.9278,0.37186,0.34517,0.69616,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703,0.02109,0.00703
+5,23251.8,0.42474,0.24382,0.7912,0.99897,0.99308,0.99497,0.92453,0.39608,0.41416,0.69706,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604,0.01812,0.00604
+6,27612.9,0.38683,0.22335,0.78594,0.99852,0.99684,0.995,0.93485,0.36487,0.32112,0.68957,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505,0.01515,0.00505
+7,31975.1,0.35738,0.20695,0.78241,0.99985,0.99826,0.995,0.94664,0.31545,0.23565,0.68047,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406,0.01218,0.00406
+8,36347.8,0.33128,0.19187,0.77983,0.99991,0.99873,0.995,0.95646,0.27296,0.18723,0.67426,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307,0.00921,0.00307
+9,40716.6,0.30633,0.17675,0.77697,0.99995,0.99888,0.995,0.97016,0.23338,0.1596,0.6702,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208,0.00624,0.00208
+10,45079.5,0.27927,0.16046,0.77456,0.99997,0.99889,0.995,0.97761,0.20297,0.14048,0.66758,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109,0.00327,0.00109

results/yolo8smine/weights/best.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:88988799ec75ddf8b6b9f2d51c3962ae8c468faf1aba7aa061dd079f2ecc94c1
+size 22501731

results/yolo8smine/weights/epoch0.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4a8b862849956f47e467b82461e19237fc3f08180355a316c2167f5291006bb
+size 67107892

results/yolo8smine/weights/epoch5.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0c848d1fadaba184a8413e8fcb854a62778b665d19bf404d491eee43ad78c67
+size 67108404

results/yolo8smine/weights/last.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:304f0017b013c168169491f45fee92f094b1492fe82e4f8b2f980aed58ed74fb
+size 22501731

runs/run_a54317ae/best/config.json

@@ -0,0 +1,64 @@
+{
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "DetrForObjectDetection"
+  ],
+  "attention_dropout": 0.0,
+  "auxiliary_loss": false,
+  "backbone": "resnet50",
+  "backbone_config": null,
+  "backbone_kwargs": {
+    "in_chans": 3,
+    "out_indices": [
+      1,
+      2,
+      3,
+      4
+    ]
+  },
+  "bbox_cost": 5,
+  "bbox_loss_coefficient": 5,
+  "class_cost": 1,
+  "classifier_dropout": 0.0,
+  "d_model": 256,
+  "decoder_attention_heads": 8,
+  "decoder_ffn_dim": 2048,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "dice_loss_coefficient": 1,
+  "dilation": false,
+  "dropout": 0.1,
+  "dtype": "float32",
+  "encoder_attention_heads": 8,
+  "encoder_ffn_dim": 2048,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "eos_coefficient": 0.1,
+  "giou_cost": 2,
+  "giou_loss_coefficient": 2,
+  "id2label": {
+    "1": "mouse",
+    "2": "rat",
+    "3": "cockroach"
+  },
+  "init_std": 0.02,
+  "init_xavier_std": 1.0,
+  "is_encoder_decoder": true,
+  "label2id": {
+    "cockroach": 3,
+    "mouse": 1,
+    "rat": 2
+  },
+  "mask_loss_coefficient": 1,
+  "max_position_embeddings": 1024,
+  "model_type": "detr",
+  "num_channels": 3,
+  "num_hidden_layers": 6,
+  "num_queries": 100,
+  "position_embedding_type": "sine",
+  "scale_embedding": false,
+  "transformers_version": "4.56.1",
+  "use_pretrained_backbone": true,
+  "use_timm_backbone": true
+}

runs/run_a54317ae/best/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30047620f011b9d9be9e1eb63f4b24b7191aa52ecf099a8ab93a49d25e88e9e2
+size 166496880

runs/run_a54317ae/best/preprocessor_config.json

@@ -0,0 +1,26 @@
+{
+  "do_convert_annotations": true,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "format": "coco_detection",
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "DetrImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "pad_size": null,
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "longest_edge": 1333,
+    "shortest_edge": 800
+  }
+}

runs/run_a54317ae/best/trainer_state.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af46bd8ac8ea02e07fb64b07bede6a2122be83c81c9e6d8bdb73912357468f55
+size 332213222

runs/run_a54317ae/last/config.json

@@ -0,0 +1,64 @@
+{
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "DetrForObjectDetection"
+  ],
+  "attention_dropout": 0.0,
+  "auxiliary_loss": false,
+  "backbone": "resnet50",
+  "backbone_config": null,
+  "backbone_kwargs": {
+    "in_chans": 3,
+    "out_indices": [
+      1,
+      2,
+      3,
+      4
+    ]
+  },
+  "bbox_cost": 5,
+  "bbox_loss_coefficient": 5,
+  "class_cost": 1,
+  "classifier_dropout": 0.0,
+  "d_model": 256,
+  "decoder_attention_heads": 8,
+  "decoder_ffn_dim": 2048,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "dice_loss_coefficient": 1,
+  "dilation": false,
+  "dropout": 0.1,
+  "dtype": "float32",
+  "encoder_attention_heads": 8,
+  "encoder_ffn_dim": 2048,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "eos_coefficient": 0.1,
+  "giou_cost": 2,
+  "giou_loss_coefficient": 2,
+  "id2label": {
+    "1": "mouse",
+    "2": "rat",
+    "3": "cockroach"
+  },
+  "init_std": 0.02,
+  "init_xavier_std": 1.0,
+  "is_encoder_decoder": true,
+  "label2id": {
+    "cockroach": 3,
+    "mouse": 1,
+    "rat": 2
+  },
+  "mask_loss_coefficient": 1,
+  "max_position_embeddings": 1024,
+  "model_type": "detr",
+  "num_channels": 3,
+  "num_hidden_layers": 6,
+  "num_queries": 100,
+  "position_embedding_type": "sine",
+  "scale_embedding": false,
+  "transformers_version": "4.56.1",
+  "use_pretrained_backbone": true,
+  "use_timm_backbone": true
+}

runs/run_a54317ae/last/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:30047620f011b9d9be9e1eb63f4b24b7191aa52ecf099a8ab93a49d25e88e9e2
+size 166496880

runs/run_a54317ae/last/preprocessor_config.json

@@ -0,0 +1,26 @@
+{
+  "do_convert_annotations": true,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "format": "coco_detection",
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "DetrImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "pad_size": null,
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "longest_edge": 1333,
+    "shortest_edge": 800
+  }
+}

runs/run_a54317ae/last/trainer_state.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af46bd8ac8ea02e07fb64b07bede6a2122be83c81c9e6d8bdb73912357468f55
+size 332213222

runs/run_c7906692/best/config.json

@@ -0,0 +1,64 @@
+{
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "DetrForObjectDetection"
+  ],
+  "attention_dropout": 0.0,
+  "auxiliary_loss": false,
+  "backbone": "resnet50",
+  "backbone_config": null,
+  "backbone_kwargs": {
+    "in_chans": 3,
+    "out_indices": [
+      1,
+      2,
+      3,
+      4
+    ]
+  },
+  "bbox_cost": 5,
+  "bbox_loss_coefficient": 5,
+  "class_cost": 1,
+  "classifier_dropout": 0.0,
+  "d_model": 256,
+  "decoder_attention_heads": 8,
+  "decoder_ffn_dim": 2048,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "dice_loss_coefficient": 1,
+  "dilation": false,
+  "dropout": 0.1,
+  "dtype": "float32",
+  "encoder_attention_heads": 8,
+  "encoder_ffn_dim": 2048,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "eos_coefficient": 0.1,
+  "giou_cost": 2,
+  "giou_loss_coefficient": 2,
+  "id2label": {
+    "1": "mouse",
+    "2": "rat",
+    "3": "cockroach"
+  },
+  "init_std": 0.02,
+  "init_xavier_std": 1.0,
+  "is_encoder_decoder": true,
+  "label2id": {
+    "cockroach": 3,
+    "mouse": 1,
+    "rat": 2
+  },
+  "mask_loss_coefficient": 1,
+  "max_position_embeddings": 1024,
+  "model_type": "detr",
+  "num_channels": 3,
+  "num_hidden_layers": 6,
+  "num_queries": 100,
+  "position_embedding_type": "sine",
+  "scale_embedding": false,
+  "transformers_version": "4.56.1",
+  "use_pretrained_backbone": true,
+  "use_timm_backbone": true
+}

runs/run_c7906692/best/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a23f79ac234db2f1be04e78dfc638ff421587ba5b779a6c9dfea46d9250262d
+size 166496880

runs/run_c7906692/best/preprocessor_config.json

@@ -0,0 +1,26 @@
+{
+  "do_convert_annotations": true,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "format": "coco_detection",
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "DetrImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "pad_size": null,
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "longest_edge": 1333,
+    "shortest_edge": 800
+  }
+}

runs/run_c7906692/best/trainer_state.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:016b21902e041aaa65877f8872957a79553691bffef3d23fa2eb3f22dac0f8b5
+size 320789906

runs/run_c7906692/last/config.json

@@ -0,0 +1,64 @@
+{
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "DetrForObjectDetection"
+  ],
+  "attention_dropout": 0.0,
+  "auxiliary_loss": false,
+  "backbone": "resnet50",
+  "backbone_config": null,
+  "backbone_kwargs": {
+    "in_chans": 3,
+    "out_indices": [
+      1,
+      2,
+      3,
+      4
+    ]
+  },
+  "bbox_cost": 5,
+  "bbox_loss_coefficient": 5,
+  "class_cost": 1,
+  "classifier_dropout": 0.0,
+  "d_model": 256,
+  "decoder_attention_heads": 8,
+  "decoder_ffn_dim": 2048,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "dice_loss_coefficient": 1,
+  "dilation": false,
+  "dropout": 0.1,
+  "dtype": "float32",
+  "encoder_attention_heads": 8,
+  "encoder_ffn_dim": 2048,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "eos_coefficient": 0.1,
+  "giou_cost": 2,
+  "giou_loss_coefficient": 2,
+  "id2label": {
+    "1": "mouse",
+    "2": "rat",
+    "3": "cockroach"
+  },
+  "init_std": 0.02,
+  "init_xavier_std": 1.0,
+  "is_encoder_decoder": true,
+  "label2id": {
+    "cockroach": 3,
+    "mouse": 1,
+    "rat": 2
+  },
+  "mask_loss_coefficient": 1,
+  "max_position_embeddings": 1024,
+  "model_type": "detr",
+  "num_channels": 3,
+  "num_hidden_layers": 6,
+  "num_queries": 100,
+  "position_embedding_type": "sine",
+  "scale_embedding": false,
+  "transformers_version": "4.56.1",
+  "use_pretrained_backbone": true,
+  "use_timm_backbone": true
+}