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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_10/norm_stats_BUSI_with_classes_stratified_80_10_10_10pct.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_10/strategy_3/final/best_params.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_10/strategy_3/final/checkpoints/epoch_0100.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_10/strategy_3/final/evaluation.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_10/strategy_3/final/evaluation_summary.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_10/strategy_3/final/low_iou_samples.csv

@@ -0,0 +1,8 @@
+sample_id
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+BUSI_0251_B
+BUSI_0163_B
+BUSI_0116_M
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+BUSI_0270_B

runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_10/strategy_3/final/run_config.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_10/strategy_3/final/summary.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_100/norm_stats_BUSI_with_classes_stratified_80_10_10_100pct.json

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+    "BUSI_0207_B.png",
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+    "BUSI_0215_B.png",
+    "BUSI_0254_B.png",
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+    "BUSI_0034_B.png",
+    "BUSI_0107_B.png",
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+    "BUSI_0041_M.png",
+    "BUSI_0204_B.png",
+    "BUSI_0199_M.png",
+    "BUSI_0055_B.png",
+    "BUSI_0336_B.png",
+    "BUSI_0387_B.png",
+    "BUSI_0190_M.png",
+    "BUSI_0064_B.png",
+    "BUSI_0125_M.png",
+    "BUSI_0152_M.png",
+    "BUSI_0391_B.png",
+    "BUSI_0050_B.png",
+    "BUSI_0002_B.png",
+    "BUSI_0212_B.png",
+    "BUSI_0272_B.png",
+    "BUSI_0045_B.png",
+    "BUSI_0245_B.png",
+    "BUSI_0374_B.png",
+    "BUSI_0139_M.png",
+    "BUSI_0184_M.png",
+    "BUSI_0043_M.png",
+    "BUSI_0402_B.png",
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+    "BUSI_0078_B.png",
+    "BUSI_0025_B.png",
+    "BUSI_0206_M.png",
+    "BUSI_0140_M.png",
+    "BUSI_0205_B.png",
+    "BUSI_0004_B.png",
+    "BUSI_0202_M.png",
+    "BUSI_0164_B.png",
+    "BUSI_0124_M.png",
+    "BUSI_0150_B.png",
+    "BUSI_0179_M.png",
+    "BUSI_0032_M.png",
+    "BUSI_0187_M.png",
+    "BUSI_0086_B.png",
+    "BUSI_0132_M.png",
+    "BUSI_0110_M.png",
+    "BUSI_0397_B.png",
+    "BUSI_0321_B.png"
+  ]
+}

runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/norm_stats_BUSI_with_classes_stratified_80_10_10_50pct.json

@@ -0,0 +1,266 @@
+{
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+    "BUSI_0018_B.png",
+    "BUSI_0202_M.png",
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+    "BUSI_0184_M.png",
+    "BUSI_0248_B.png",
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+    "BUSI_0246_B.png",
+    "BUSI_0014_M.png",
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+    "BUSI_0135_B.png",
+    "BUSI_0031_B.png",
+    "BUSI_0365_B.png",
+    "BUSI_0155_B.png",
+    "BUSI_0103_M.png",
+    "BUSI_0023_B.png",
+    "BUSI_0242_B.png",
+    "BUSI_0370_B.png",
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+    "BUSI_0035_M.png",
+    "BUSI_0240_B.png",
+    "BUSI_0148_M.png",
+    "BUSI_0064_B.png",
+    "BUSI_0435_B.png",
+    "BUSI_0373_B.png",
+    "BUSI_0065_B.png",
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+    "BUSI_0049_B.png",
+    "BUSI_0181_M.png",
+    "BUSI_0353_B.png",
+    "BUSI_0038_M.png",
+    "BUSI_0356_B.png",
+    "BUSI_0159_B.png",
+    "BUSI_0049_M.png",
+    "BUSI_0051_B.png",
+    "BUSI_0308_B.png",
+    "BUSI_0368_B.png",
+    "BUSI_0084_B.png",
+    "BUSI_0072_M.png",
+    "BUSI_0197_M.png",
+    "BUSI_0329_B.png",
+    "BUSI_0174_M.png",
+    "BUSI_0196_M.png",
+    "BUSI_0169_M.png",
+    "BUSI_0101_B.png",
+    "BUSI_0086_M.png",
+    "BUSI_0317_B.png",
+    "BUSI_0077_M.png",
+    "BUSI_0193_B.png",
+    "BUSI_0031_M.png"
+  ]
+}

runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/best_params.json

@@ -0,0 +1,8 @@
+{
+  "head_lr": 0.002,
+  "encoder_lr": 0.0002,
+  "weight_decay": 0.002,
+  "dropout_p": 0.3,
+  "tmax": 6,
+  "entropy_lr": 0.0002
+}

runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/best.pt.meta.json

@@ -0,0 +1,39 @@
+{
+  "checkpoint_path": "/workspace/runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/best.pt",
+  "run_type": "final",
+  "epoch": 40,
+  "strategy": 3,
+  "dataset_percent": 0.5,
+  "backbone_family": "smp",
+  "saved_keys": [
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+    "best_metric_name",
+    "best_metric_value",
+    "config",
+    "elapsed_seconds",
+    "epoch",
+    "epoch_metrics",
+    "log_alpha",
+    "model_state_dict",
+    "optimizer_state_dict",
+    "patience_counter",
+    "run_config",
+    "run_type",
+    "scheduler_state_dict"
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+  "state_presence": {
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+    "optimizer_state_dict": true,
+    "scheduler_state_dict": true,
+    "scaler_state_dict": false,
+    "log_alpha": true,
+    "alpha_optimizer_state_dict": true,
+    "best_metric_name": true,
+    "best_metric_value": true,
+    "patience_counter": true,
+    "elapsed_seconds": true,
+    "run_config": true,
+    "epoch_metrics": true,
+    "resume_source": false
+  }
+}

runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0010.pt.meta.json

@@ -0,0 +1,39 @@
+{
+  "checkpoint_path": "/workspace/runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0010.pt",
+  "run_type": "final",
+  "epoch": 10,
+  "strategy": 3,
+  "dataset_percent": 0.5,
+  "backbone_family": "smp",
+  "saved_keys": [
+    "alpha_optimizer_state_dict",
+    "best_metric_name",
+    "best_metric_value",
+    "config",
+    "elapsed_seconds",
+    "epoch",
+    "epoch_metrics",
+    "log_alpha",
+    "model_state_dict",
+    "optimizer_state_dict",
+    "patience_counter",
+    "run_config",
+    "run_type",
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+  "state_presence": {
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+    "optimizer_state_dict": true,
+    "scheduler_state_dict": true,
+    "scaler_state_dict": false,
+    "log_alpha": true,
+    "alpha_optimizer_state_dict": true,
+    "best_metric_name": true,
+    "best_metric_value": true,
+    "patience_counter": true,
+    "elapsed_seconds": true,
+    "run_config": true,
+    "epoch_metrics": true,
+    "resume_source": false
+  }
+}

runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0020.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0030.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0040.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0050.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0060.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0070.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0080.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0090.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/checkpoints/epoch_0100.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/evaluation.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/low_iou_samples.csv

@@ -0,0 +1,4 @@
+sample_id
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+BUSI_0067_M

runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/run_config.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod/pct_50/strategy_3/final/summary.json

@@ -0,0 +1,11 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/norm_stats_BUSI_with_classes_stratified_80_10_10_50pct.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/best_params.json

@@ -0,0 +1,8 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/best.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0010.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0020.pt.meta.json

@@ -0,0 +1,39 @@
+{
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0030.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0040.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0050.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0060.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0070.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0080.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0090.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/epoch_0100.pt.meta.json

@@ -0,0 +1,39 @@
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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/checkpoints/latest.pt.meta.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/evaluation.json

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runs/EfficientNet_Strategy3_NewHyperParameters_RunPod_Fullpooling/pct_50/strategy_3/final/evaluation_summary.json

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