diff --git a/model_checkpoints/stage1_screening/experiment_summary_screening.json b/model_checkpoints/stage1_screening/experiment_summary_screening.json
new file mode 100644
index 0000000000000000000000000000000000000000..5019b802543a4b6aeeb593b16fe414b14c70afff
--- /dev/null
+++ b/model_checkpoints/stage1_screening/experiment_summary_screening.json
@@ -0,0 +1,7 @@
+{
+  "stage": "screening",
+  "total_experiments": 0,
+  "best_experiment": null,
+  "all_experiments": [],
+  "timestamp": "2025-06-14T17:25:01.268812"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.3_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..383c977ae1cd71b565c5810e8bcc9f71667a953e
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.3_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 8606297229798208459,
+  "error_at": "2025-06-14T16:45:39.764238",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.4,
+    "alpha": 0.3,
+    "smooth": 1.0,
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.3_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..356e21bc9703621797262100190930b440aa973c
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
+  "dropout_rate": 0.4,
+  "alpha": 0.3,
+  "smooth": 1.0,
+  "lr": 0.001,
+  "weight_decay": 0.0001,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..699716b24ad6a13fb5e6589268982200ffb099e0
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 6963943541571159841,
+  "error_at": "2025-06-14T16:45:39.447539",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.1,
+    "alpha": 0.5,
+    "smooth": 1.0,
+    "lr": 0.001,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b904f7d05f6b4b857abf3fa447d27975b1254fe
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
+  "dropout_rate": 0.1,
+  "alpha": 0.5,
+  "smooth": 1.0,
+  "lr": 0.001,
+  "weight_decay": 0.01,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..f0461e936a6ec9f94a5e113ea0c8cabb966a898a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 1052641643002280800,
+  "error_at": "2025-06-14T16:45:39.535765",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.2,
+    "alpha": 0.5,
+    "smooth": 1.0,
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..856588677a03cdbba98d39612c3622e94d9ae90a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.5_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
+  "dropout_rate": 0.2,
+  "alpha": 0.5,
+  "smooth": 1.0,
+  "lr": 0.001,
+  "weight_decay": 0.0001,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..801c052ab357a6cb73db4f25d44e0b637a61632d
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -866152852318654290,
+  "error_at": "2025-06-14T16:45:39.551669",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.1,
+    "alpha": 0.7,
+    "smooth": 1e-06,
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..69804916893be28b6a85e61c7a9ce45683825708
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
+  "dropout_rate": 0.1,
+  "alpha": 0.7,
+  "smooth": 1e-06,
+  "lr": 0.001,
+  "weight_decay": 0.0001,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf20b679175b1b58e1468c8f85268f3a05b2d75d
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 6445048255298890430,
+  "error_at": "2025-06-14T16:45:39.690274",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.2,
+    "alpha": 0.7,
+    "smooth": 1.0,
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0116c45e37378611acfd66c79c3516f25483aa7
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-03_a0.7_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
+  "dropout_rate": 0.2,
+  "alpha": 0.7,
+  "smooth": 1.0,
+  "lr": 0.001,
+  "weight_decay": 0.0001,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e5f6a5a16a471f64051e173184e57a4a3ecafd8
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 4530981100528747947,
+  "error_at": "2025-06-14T16:45:39.673492",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.2,
+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.0001,
+    "weight_decay": 0.001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..335e48a8c9a54b73082eef838b1e3d7c76d5cf8d
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
+  "dropout_rate": 0.2,
+  "alpha": 0.3,
+  "smooth": 1e-06,
+  "lr": 0.0001,
+  "weight_decay": 0.001,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..e0fd3a87efba23917d7bc758906f0be4564ec26c
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -8735579229374282507,
+  "error_at": "2025-06-14T16:45:39.430916",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.3,
+    "alpha": 0.3,
+    "smooth": 1.0,
+    "lr": 0.0001,
+    "weight_decay": 0.001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..84007a03cecbf99ece55496305eab2d3433d7b5a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
+  "dropout_rate": 0.3,
+  "alpha": 0.3,
+  "smooth": 1.0,
+  "lr": 0.0001,
+  "weight_decay": 0.001,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..89da59ed2180ef32df88fecffdbcdf3aff88fe50
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 5262886401544617254,
+  "error_at": "2025-06-14T16:45:39.573366",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.4,
+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.0001,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..69e98f09354704a6db88869637a046bef95aa17a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
+  "dropout_rate": 0.4,
+  "alpha": 0.3,
+  "smooth": 1e-06,
+  "lr": 0.0001,
+  "weight_decay": 0.01,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.5_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.5_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..02ee8b312015cca2938f6827cd79da890815b93e
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.5_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -3995389802466551270,
+  "error_at": "2025-06-14T16:45:39.780862",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.3,
+    "alpha": 0.5,
+    "smooth": 1e-06,
+    "lr": 0.0001,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.5_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.5_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..220528311bb870f0afad06dfeb2288ff250e33c1
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.5_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
+  "dropout_rate": 0.3,
+  "alpha": 0.5,
+  "smooth": 1e-06,
+  "lr": 0.0001,
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+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.7_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.7_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..a2d91b1cf988610b2c680fb1871f02bb2048736f
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.7_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 8185832103592990091,
+  "error_at": "2025-06-14T16:45:39.714470",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.1,
+    "alpha": 0.7,
+    "smooth": 1.0,
+    "lr": 0.0001,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.7_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.7_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..058caf1a8f7fd7593f41e9028b97714fadcdee01
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr1e-04_a0.7_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "alpha": 0.7,
+  "smooth": 1.0,
+  "lr": 0.0001,
+  "weight_decay": 0.01,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..470ae01d57a5fafd381f3bc89227dd162a69c1c9
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 6385453372685497887,
+  "error_at": "2025-06-14T16:45:39.464370",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.1,
+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.005,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..8da43448b64bdf16ef04105d3ad44bd5239be338
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "smooth": 1e-06,
+  "lr": 0.005,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..e514b99635ea02da03eeaf2f667ec46efc2f8ff2
--- /dev/null
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@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:45:39.754530",
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+  "parameters": {
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+    "smooth": 1e-06,
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+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..efd8e543573927455c2c9644a6d08da4bfe4bea8
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..cb096cca81e99361cee7ab6a0573c4ddad960dc8
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -8467293822522903668,
+  "error_at": "2025-06-14T16:45:39.597205",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1.0,
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+    "weight_decay": 0.01,
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+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f230722c5e1720e14a603397b47bf8918aba407
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..a74345bc31860f91bcea222924908d1b097fb468
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -868573374296321014,
+  "error_at": "2025-06-14T16:45:39.526130",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
+    "smooth": 1e-06,
+    "lr": 0.005,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2eafcdc8702d5395325aea5658be30932aeaa2d
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..1c1714d658b124b232d6a3f6a6917755fc70e9e0
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@@ -0,0 +1,14 @@
+{
+  "experiment_id": -3441893904269235622,
+  "error_at": "2025-06-14T16:45:39.827813",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
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+    "weight_decay": 0.01,
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+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..66a0646c3c2d9cc372fcb32ee6c8d0fb9f9efab1
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..dca635ce65ed4a78a38ab9c451b22fa62356eb6a
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -3809608604016304035,
+  "error_at": "2025-06-14T16:45:39.682106",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
+    "smooth": 1e-06,
+    "lr": 0.005,
+    "weight_decay": 0.001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab1dd40010c9a2eed5d5e7bea7ea124174d03172
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.5_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..0eb2443651a2033919c7077927f3e37573bf2394
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 970779275119429192,
+  "error_at": "2025-06-14T16:45:39.797204",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "weight_decay": 0.0001,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..25bf643883d125cd470e1c72f59dfa56fb42ae95
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.3/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -8231425819744579524,
+  "error_at": "2025-06-14T16:45:39.805011",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1e-06,
+    "lr": 0.005,
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+  },
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..541830182553b7eaa3ce49a972929b98ee264048
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.4/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -2154115472654850865,
+  "error_at": "2025-06-14T16:45:39.662966",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1.0,
+    "lr": 0.005,
+    "weight_decay": 0.001,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..d535ddb3841c91ee73d983f699c8f99c04df115f
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-03_a0.7_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.1/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -6066927600093293186,
+  "error_at": "2025-06-14T16:45:39.581530",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.0005,
+    "weight_decay": 0.0001,
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+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..52a05cd5cdfdecae190554ee4d95a9ce9851e360
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.2/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -2929412458154272424,
+  "error_at": "2025-06-14T16:45:39.608313",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.0005,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e09a8301e8cb025242ee9e77c8ba7081aa64fdc
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "lr": 0.0005,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..cbf23a692145b55af6761af2d5e3b8af0bd7e89c
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 6199055601645912119,
+  "error_at": "2025-06-14T16:45:39.698434",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.0005,
+    "weight_decay": 0.01,
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+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..b81f82e2e0c9ea933ffc620cafad07bea6ef8ff8
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..14c134fc481a644bd163158e29f8db8f1e3ee7d7
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 7426069425283237698,
+  "error_at": "2025-06-14T16:45:39.789077",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1.0,
+    "lr": 0.0005,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.3_d0.4/hyperparameters.json
new file mode 100644
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..115bfeac0b25986b43e5719ffbb8793676e95eb6
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d0d58e49517b5d3e8764c64919fff4df58f9d7f
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.3/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:45:39.772600",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..c180d9c182eafca3bea3df5ca434e1b14be5c6f0
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..a1a33c3b610d815ff17742d1d605c282bd1f33f0
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..60fa7f75df2184d0aa2831ecfa4831398ab67163
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.5_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.7_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.7_d0.3/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:45:39.510550",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.7_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.7_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..07818481e05ba459f67264b39fbdcbfbc4520a8a
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@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.7_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.7_d0.4/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.7_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_164539_lr5e-04_a0.7_d0.4/hyperparameters.json
new file mode 100644
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@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.3_d0.4/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.831562",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.3_d0.4/hyperparameters.json
new file mode 100644
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@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.1/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.1/hyperparameters.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.2/error_log.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.617186",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.2/hyperparameters.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.5_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.1/error_log.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.632751",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.1/hyperparameters.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.2/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 6445048255298890430,
+  "error_at": "2025-06-14T16:54:07.755636",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
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+    "alpha": 0.7,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0116c45e37378611acfd66c79c3516f25483aa7
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-03_a0.7_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.2/error_log.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.738562",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.2/hyperparameters.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.3/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..84007a03cecbf99ece55496305eab2d3433d7b5a
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..a73a2f1f4b3076638353cf460250739d4c4c4b54
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..69e98f09354704a6db88869637a046bef95aa17a
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.5_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.5_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..6782be6cdb264b864b370a88fb41c0383b62d850
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.5_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.5_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..220528311bb870f0afad06dfeb2288ff250e33c1
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.5_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.7_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.7_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..c11d470aaf88861914061a3b08581fd2ad7fea5a
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.7_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr1e-04_a0.7_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..058caf1a8f7fd7593f41e9028b97714fadcdee01
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@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.1/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.1/hyperparameters.json
new file mode 100644
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@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.3/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.3/hyperparameters.json
new file mode 100644
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@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.4/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.4/hyperparameters.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.1/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.1/hyperparameters.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.2/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.2/hyperparameters.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.4/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.4/hyperparameters.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.5_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.2/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.864020",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.2/hyperparameters.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.3/error_log.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.872037",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..541830182553b7eaa3ce49a972929b98ee264048
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..b121362d89a4a72d101f96940d4596845db3d950
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.718232",
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+    "weight_decay": 0.001,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..d535ddb3841c91ee73d983f699c8f99c04df115f
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-03_a0.7_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..f6fa1f809d67be2c9741cbd4e170c41fd41b86cd
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@@ -0,0 +1,14 @@
+{
+  "experiment_id": -6066927600093293186,
+  "error_at": "2025-06-14T16:54:07.648504",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
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+    "weight_decay": 0.0001,
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+  },
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..52a05cd5cdfdecae190554ee4d95a9ce9851e360
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..302e67ffd26779f7ad69e137cf7575138fafdf44
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.683660",
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+    "weight_decay": 0.01,
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+  },
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e09a8301e8cb025242ee9e77c8ba7081aa64fdc
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..bfaec3f6b055436bc96c97f0ea3de495de477eb5
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.763961",
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+    "weight_decay": 0.01,
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+  },
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..b81f82e2e0c9ea933ffc620cafad07bea6ef8ff8
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.4/error_log.json
new file mode 100644
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@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.856615",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..7733192cc57f83415bf5c792a35a081801a19ab2
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.2/error_log.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T16:54:07.789862",
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+  },
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..8d0d58e49517b5d3e8764c64919fff4df58f9d7f
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.3/error_log.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -6776553347225179609,
+  "error_at": "2025-06-14T16:54:07.839807",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.3/hyperparameters.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.4/error_log.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -4357483517816319863,
+  "error_at": "2025-06-14T16:54:07.522507",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
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+  },
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..60fa7f75df2184d0aa2831ecfa4831398ab67163
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.5_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.3/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 5459608408402766471,
+  "error_at": "2025-06-14T16:54:07.593669",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1e-06,
+    "lr": 0.0005,
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+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..07818481e05ba459f67264b39fbdcbfbc4520a8a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.4/error_log.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -959538638761598379,
+  "error_at": "2025-06-14T16:54:07.691344",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1e-06,
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+  },
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..74e089df19f1f69b8a26be36bc0ebf5fab66c8b8
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_165407_lr5e-04_a0.7_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.3_d0.4/error_log.json
new file mode 100644
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.3_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T17:01:19.920594",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "smooth": 1e-06,
+    "lr": 0.001,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.3_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..cfc12c243a557dafd7d1400bdc5fce32bf0fb564
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..2a3f909dc68ec0fcb93658606a363483caf25944
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T17:01:19.781264",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..4b904f7d05f6b4b857abf3fa447d27975b1254fe
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "smooth": 1.0,
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+  "weight_decay": 0.01,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..8442779895bee99b006f181c7b5219bfd72328c8
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 1052641643002280800,
+  "error_at": "2025-06-14T17:01:19.868958",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
+    "smooth": 1.0,
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..856588677a03cdbba98d39612c3622e94d9ae90a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.5_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "smooth": 1.0,
+  "lr": 0.001,
+  "weight_decay": 0.0001,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.7_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.7_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..7be67c00bd47e7c34b9b767f525323e2984ddfb0
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.7_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -866152852318654290,
+  "error_at": "2025-06-14T17:01:19.884748",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1e-06,
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.7_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.7_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..69804916893be28b6a85e61c7a9ce45683825708
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-03_a0.7_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "smooth": 1e-06,
+  "lr": 0.001,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..18daa5e1f310f949177515d041d393de244c88a9
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 4530981100528747947,
+  "error_at": "2025-06-14T17:01:19.991299",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.0001,
+    "weight_decay": 0.001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..335e48a8c9a54b73082eef838b1e3d7c76d5cf8d
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "smooth": 1e-06,
+  "lr": 0.0001,
+  "weight_decay": 0.001,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..a124fd56ad73bd3da32876ea4fe79fa9319fc0a4
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -8735579229374282507,
+  "error_at": "2025-06-14T17:01:19.763999",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1.0,
+    "lr": 0.0001,
+    "weight_decay": 0.001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..84007a03cecbf99ece55496305eab2d3433d7b5a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "smooth": 1.0,
+  "lr": 0.0001,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..c1081c4dbacb7c493ac698ce31827df0380d79e5
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 5262886401544617254,
+  "error_at": "2025-06-14T17:01:19.892860",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.0001,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..69e98f09354704a6db88869637a046bef95aa17a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.5_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.5_d0.3/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.5_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 8768234789333464437,
+  "error_at": "2025-06-14T17:01:19.790933",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
+    "smooth": 1.0,
+    "lr": 0.0001,
+    "weight_decay": 0.001,
+    "batch_size_factor": 1.0
+  },
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.5_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.5_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..285f1bf1a7ec64131c6494217522a994116471db
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr1e-04_a0.5_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.1/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 6385453372685497887,
+  "error_at": "2025-06-14T17:01:19.799197",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.005,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..8da43448b64bdf16ef04105d3ad44bd5239be338
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.4/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -8467293822522903668,
+  "error_at": "2025-06-14T17:01:19.929285",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1.0,
+    "lr": 0.005,
+    "weight_decay": 0.01,
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+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..2f230722c5e1720e14a603397b47bf8918aba407
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.1/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -868573374296321014,
+  "error_at": "2025-06-14T17:01:19.860187",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
+    "smooth": 1e-06,
+    "lr": 0.005,
+    "weight_decay": 0.01,
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+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..c2eafcdc8702d5395325aea5658be30932aeaa2d
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "lr": 0.005,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.4/error_log.json
new file mode 100644
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--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -3809608604016304035,
+  "error_at": "2025-06-14T17:01:20.000090",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
+    "smooth": 1e-06,
+    "lr": 0.005,
+    "weight_decay": 0.001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..ab1dd40010c9a2eed5d5e7bea7ea124174d03172
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.5_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.7_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.7_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..0cb7f1f32917ed5f76ad60f3b7c97636634d8dec
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.7_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -2154115472654850865,
+  "error_at": "2025-06-14T17:01:19.970375",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1.0,
+    "lr": 0.005,
+    "weight_decay": 0.001,
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+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.7_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.7_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..d535ddb3841c91ee73d983f699c8f99c04df115f
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-03_a0.7_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..e32772a9756e3bbc11337f5f45a4f7f4ef912d99
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
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+  "error_at": "2025-06-14T17:01:19.912723",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.1,
+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.0005,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..52a05cd5cdfdecae190554ee4d95a9ce9851e360
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "alpha": 0.3,
+  "smooth": 1e-06,
+  "lr": 0.0005,
+  "weight_decay": 0.0001,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..0a40c0cc064f60b205134fefa260673603110dc3
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -2929412458154272424,
+  "error_at": "2025-06-14T17:01:19.936016",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.2,
+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.0005,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..2e09a8301e8cb025242ee9e77c8ba7081aa64fdc
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.3_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "alpha": 0.3,
+  "smooth": 1e-06,
+  "lr": 0.0005,
+  "weight_decay": 0.01,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..3920e9bc093ea0ef28f093588b838511958fa15b
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 6813997477815694380,
+  "error_at": "2025-06-14T17:01:19.962266",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
+    "smooth": 1.0,
+    "lr": 0.0005,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..64f8692eecb536d219258ca5f608e401ad50593a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "alpha": 0.5,
+  "smooth": 1.0,
+  "lr": 0.0005,
+  "weight_decay": 0.0001,
+  "batch_size_factor": 1.0
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb0e40bac17894699f16e90be9877401e2197c87
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -6128833201912613096,
+  "error_at": "2025-06-14T17:01:19.815883",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
+    "smooth": 1e-06,
+    "lr": 0.0005,
+    "weight_decay": 0.001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..bb3706970f542b305b943d4f6d3c151a86cfefc4
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "smooth": 1e-06,
+  "lr": 0.0005,
+  "weight_decay": 0.001,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ef1ef052299f6e84adba62c2092c49e87d36f51
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+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -4357483517816319863,
+  "error_at": "2025-06-14T17:01:19.772551",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.5,
+    "smooth": 1.0,
+    "lr": 0.0005,
+    "weight_decay": 0.001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..60fa7f75df2184d0aa2831ecfa4831398ab67163
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.5_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..d02e7c81bd412c67d20dba99714ef9f78356b1f4
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 5459608408402766471,
+  "error_at": "2025-06-14T17:01:19.844762",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1e-06,
+    "lr": 0.0005,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..07818481e05ba459f67264b39fbdcbfbc4520a8a
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..6090f45bf22d009a24a40c27a2934a81ee0578c9
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -959538638761598379,
+  "error_at": "2025-06-14T17:01:19.944901",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1e-06,
+    "lr": 0.0005,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..74e089df19f1f69b8a26be36bc0ebf5fab66c8b8
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170119_lr5e-04_a0.7_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.3_d0.4/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.3_d0.4/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..2621cdefacc203512b412f54bc8bb58291a6b368
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.3_d0.4/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 8606297229798208459,
+  "error_at": "2025-06-14T17:01:20.076906",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1.0,
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.3_d0.4/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.3_d0.4/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..356e21bc9703621797262100190930b440aa973c
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.3_d0.4/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.7_d0.2/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.7_d0.2/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..c828af1352a1060c0fa3899d125e2e41b84056f4
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.7_d0.2/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 6445048255298890430,
+  "error_at": "2025-06-14T17:01:20.008463",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1.0,
+    "lr": 0.001,
+    "weight_decay": 0.0001,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.7_d0.2/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.7_d0.2/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..b0116c45e37378611acfd66c79c3516f25483aa7
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-03_a0.7_d0.2/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.5_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.5_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..091694e67ec79452eaa76851a18bbef56e681912
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.5_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": -3995389802466551270,
+  "error_at": "2025-06-14T17:01:20.093860",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
+    "dropout_rate": 0.3,
+    "alpha": 0.5,
+    "smooth": 1e-06,
+    "lr": 0.0001,
+    "weight_decay": 0.01,
+    "batch_size_factor": 1.0
+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.5_d0.3/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.5_d0.3/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..220528311bb870f0afad06dfeb2288ff250e33c1
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.5_d0.3/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+  "smooth": 1e-06,
+  "lr": 0.0001,
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.7_d0.1/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.7_d0.1/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..43509973d783f891db7b8d1d58495086199bf484
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.7_d0.1/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 8185832103592990091,
+  "error_at": "2025-06-14T17:01:20.032867",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.7,
+    "smooth": 1.0,
+    "lr": 0.0001,
+    "weight_decay": 0.01,
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+  },
+  "stage": "screening"
+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.7_d0.1/hyperparameters.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.7_d0.1/hyperparameters.json
new file mode 100644
index 0000000000000000000000000000000000000000..058caf1a8f7fd7593f41e9028b97714fadcdee01
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr1e-04_a0.7_d0.1/hyperparameters.json
@@ -0,0 +1,8 @@
+{
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+}
\ No newline at end of file
diff --git a/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr5e-03_a0.3_d0.3/error_log.json b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr5e-03_a0.3_d0.3/error_log.json
new file mode 100644
index 0000000000000000000000000000000000000000..e34a0ddbfc4349ae76fefbff5d3153c2df43ad05
--- /dev/null
+++ b/model_checkpoints/stage1_screening/screening_exp_001_20250614_170120_lr5e-03_a0.3_d0.3/error_log.json
@@ -0,0 +1,14 @@
+{
+  "experiment_id": 1570624657442606471,
+  "error_at": "2025-06-14T17:01:20.068208",
+  "error_message": "'super' object has no attribute 'train_single_experiment'",
+  "parameters": {
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+    "alpha": 0.3,
+    "smooth": 1e-06,
+    "lr": 0.005,
+    "weight_decay": 0.001,
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+  },
+  "stage": "screening"
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