la run on bert 65 seed

outputs/cola/args.json

@@ -0,0 +1,41 @@
+{
+    "task_name": "cola",
+    "train_file": null,
+    "validation_file": null,
+    "max_length": 300,
+    "pad_to_max_length": false,
+    "model_name_or_path": "bert-base-uncased",
+    "use_slow_tokenizer": false,
+    "per_device_train_batch_size": 8,
+    "per_device_eval_batch_size": 1,
+    "learning_rate": 0.0001,
+    "weight_decay": 0.0,
+    "num_train_epochs": 6,
+    "max_train_steps": null,
+    "peft_method": null,
+    "gradient_accumulation_steps": 1,
+    "lr_scheduler_type": "linear",
+    "num_warmup_steps": 0,
+    "output_dir": "./outputs",
+    "seed": 65,
+    "push_to_hub": false,
+    "hub_model_id": null,
+    "hub_token": null,
+    "checkpointing_steps": "1000",
+    "resume_from_checkpoint": null,
+    "with_tracking": false,
+    "report_to": "all",
+    "ignore_mismatched_sizes": true,
+    "save": false,
+    "load_step": 999,
+    "lora_r": 8,
+    "lora_alpha": 16,
+    "lora_dropout": 0.1,
+    "laplace_hessian": "kron",
+    "laplace_sub": "last_layer",
+    "laplace_prior": "homo",
+    "laplace_optim_step": 1000,
+    "testing_set": "train_val",
+    "cache_dir": "/content/cache/huggingface/metrics/",
+    "laplace_predict": "mc_corr"
+}

outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/logfile_la_all.log

@@ -0,0 +1,30 @@
+05/25/2024 00:12:45 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:12:48 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:12:48 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:12:48 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:18:43 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:19:37 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:19:40 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:19:40 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:19:40 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:25:40 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:25:44 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:25:47 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:25:47 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:25:47 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:31:49 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:31:53 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:31:56 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:31:56 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:31:56 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:37:59 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:38:03 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:38:05 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:38:05 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:38:05 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:44:08 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:44:12 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:44:16 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:44:16 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:44:16 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:50:59 - INFO - __main__ - ***** Completed Script *****

outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/logfile_la_last_layer.log

@@ -0,0 +1,30 @@
+05/25/2024 00:51:24 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:51:30 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:51:30 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:51:30 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:56:26 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:56:32 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:56:36 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:56:36 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:56:36 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
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+05/25/2024 01:01:40 - INFO - __main__ - ***** Starting script *****
+05/25/2024 01:01:44 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 01:01:44 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 01:01:44 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 01:06:41 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 01:06:47 - INFO - __main__ - ***** Starting script *****
+05/25/2024 01:06:49 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 01:06:49 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 01:06:49 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 01:09:57 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 01:10:02 - INFO - __main__ - ***** Starting script *****
+05/25/2024 01:10:05 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 01:10:05 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 01:10:05 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
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+05/25/2024 01:13:20 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [101, 9901, 13303, 2044, 1996, 12383, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 01:13:20 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [101, 1996, 3586, 3631, 10647, 1005, 1055, 12277, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 01:13:20 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [101, 2057, 19379, 26860, 2094, 4981, 2083, 1996, 4624, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 01:16:26 - INFO - __main__ - ***** Completed Script *****

outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_0/all_results_la_kron_all_homo_mc_corr_1000.json

@@ -0,0 +1 @@
+{"eval_matthews_correlation": 0.012612883800688155}

outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_0/all_results_la_kron_last_layer_homo_mc_corr_1000.json

@@ -0,0 +1 @@
+{"eval_matthews_correlation": 0.012612883800688155}

outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_0/gpu_stats_la.json

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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1025/all_results_la_kron_all_homo_mc_corr_1000.json

@@ -0,0 +1 @@
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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1025/all_results_la_kron_last_layer_homo_mc_corr_1000.json

@@ -0,0 +1 @@
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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1025/gpu_stats_la.json

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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_2051/all_results_la_kron_all_homo_mc_corr_1000.json

@@ -0,0 +1 @@
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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_2051/all_results_la_kron_last_layer_homo_mc_corr_1000.json

@@ -0,0 +1 @@
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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_2051/gpu_stats_la.json

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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_3077/all_results_la_kron_all_homo_mc_corr_1000.json

@@ -0,0 +1 @@
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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_3077/all_results_la_kron_last_layer_homo_mc_corr_1000.json

@@ -0,0 +1 @@
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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_3077/gpu_stats_la.json

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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_4103/all_results_la_kron_all_homo_mc_corr_1000.json

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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_4103/all_results_la_kron_last_layer_homo_mc_corr_1000.json

@@ -0,0 +1 @@
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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_4103/gpu_stats_la.json

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outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_5129/all_results_la_kron_all_homo_mc_corr_1000.json

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+{"eval_matthews_correlation": 0.5234048301750471}

outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_5129/all_results_la_kron_last_layer_homo_mc_corr_1000.json

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+{"eval_matthews_correlation": 0.5234048301750471}

outputs/cola/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_5129/gpu_stats_la.json

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outputs/mrpc/args.json

@@ -0,0 +1,41 @@
+{
+    "task_name": "mrpc",
+    "train_file": null,
+    "validation_file": null,
+    "max_length": 300,
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+    "laplace_predict": "mc_corr"
+}

outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/logfile_la_all.log

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+05/24/2024 23:48:02 - INFO - __main__ - ***** Completed Script *****
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+05/24/2024 23:48:11 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/24/2024 23:50:51 - INFO - __main__ - ***** Completed Script *****
+05/24/2024 23:50:54 - INFO - __main__ - ***** Starting script *****
+05/24/2024 23:50:58 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/24/2024 23:50:58 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [101, 3962, 2751, 2001, 9339, 2012, 1002, 4029, 2581, 1012, 3938, 1013, 4029, 2620, 1012, 3438, 2019, 19471, 2012, 6694, 13938, 2102, 1010, 2383, 9847, 2039, 2000, 1002, 4029, 2683, 1012, 2753, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2184, 1012, 102, 3962, 2751, 2001, 9339, 2012, 1002, 3486, 2620, 1012, 3515, 1013, 3486, 2683, 1012, 2321, 2019, 19471, 2012, 28714, 2692, 13938, 2102, 1010, 2383, 14051, 2004, 2152, 2004, 1002, 3486, 2683, 1012, 2423, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2423, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/24/2024 23:50:58 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/24/2024 23:53:39 - INFO - __main__ - ***** Completed Script *****
+05/24/2024 23:53:44 - INFO - __main__ - ***** Starting script *****
+05/24/2024 23:53:47 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/24/2024 23:53:47 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [101, 3962, 2751, 2001, 9339, 2012, 1002, 4029, 2581, 1012, 3938, 1013, 4029, 2620, 1012, 3438, 2019, 19471, 2012, 6694, 13938, 2102, 1010, 2383, 9847, 2039, 2000, 1002, 4029, 2683, 1012, 2753, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2184, 1012, 102, 3962, 2751, 2001, 9339, 2012, 1002, 3486, 2620, 1012, 3515, 1013, 3486, 2683, 1012, 2321, 2019, 19471, 2012, 28714, 2692, 13938, 2102, 1010, 2383, 14051, 2004, 2152, 2004, 1002, 3486, 2683, 1012, 2423, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2423, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/24/2024 23:53:47 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/24/2024 23:56:27 - INFO - __main__ - ***** Completed Script *****
+05/24/2024 23:56:31 - INFO - __main__ - ***** Starting script *****
+05/24/2024 23:56:34 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/24/2024 23:56:34 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [101, 3962, 2751, 2001, 9339, 2012, 1002, 4029, 2581, 1012, 3938, 1013, 4029, 2620, 1012, 3438, 2019, 19471, 2012, 6694, 13938, 2102, 1010, 2383, 9847, 2039, 2000, 1002, 4029, 2683, 1012, 2753, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2184, 1012, 102, 3962, 2751, 2001, 9339, 2012, 1002, 3486, 2620, 1012, 3515, 1013, 3486, 2683, 1012, 2321, 2019, 19471, 2012, 28714, 2692, 13938, 2102, 1010, 2383, 14051, 2004, 2152, 2004, 1002, 3486, 2683, 1012, 2423, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2423, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/24/2024 23:56:34 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/24/2024 23:59:15 - INFO - __main__ - ***** Completed Script *****
+05/24/2024 23:59:21 - INFO - __main__ - ***** Starting script *****
+05/24/2024 23:59:24 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/24/2024 23:59:24 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [101, 3962, 2751, 2001, 9339, 2012, 1002, 4029, 2581, 1012, 3938, 1013, 4029, 2620, 1012, 3438, 2019, 19471, 2012, 6694, 13938, 2102, 1010, 2383, 9847, 2039, 2000, 1002, 4029, 2683, 1012, 2753, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2184, 1012, 102, 3962, 2751, 2001, 9339, 2012, 1002, 3486, 2620, 1012, 3515, 1013, 3486, 2683, 1012, 2321, 2019, 19471, 2012, 28714, 2692, 13938, 2102, 1010, 2383, 14051, 2004, 2152, 2004, 1002, 3486, 2683, 1012, 2423, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2423, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/24/2024 23:59:24 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:02:05 - INFO - __main__ - ***** Completed Script *****

outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/logfile_la_last_layer.log

@@ -0,0 +1,30 @@
+05/25/2024 00:02:24 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:02:28 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:02:28 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [101, 3962, 2751, 2001, 9339, 2012, 1002, 4029, 2581, 1012, 3938, 1013, 4029, 2620, 1012, 3438, 2019, 19471, 2012, 6694, 13938, 2102, 1010, 2383, 9847, 2039, 2000, 1002, 4029, 2683, 1012, 2753, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2184, 1012, 102, 3962, 2751, 2001, 9339, 2012, 1002, 3486, 2620, 1012, 3515, 1013, 3486, 2683, 1012, 2321, 2019, 19471, 2012, 28714, 2692, 13938, 2102, 1010, 2383, 14051, 2004, 2152, 2004, 1002, 3486, 2683, 1012, 2423, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2423, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:02:28 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:04:01 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:04:06 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:04:09 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:04:09 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [101, 3962, 2751, 2001, 9339, 2012, 1002, 4029, 2581, 1012, 3938, 1013, 4029, 2620, 1012, 3438, 2019, 19471, 2012, 6694, 13938, 2102, 1010, 2383, 9847, 2039, 2000, 1002, 4029, 2683, 1012, 2753, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2184, 1012, 102, 3962, 2751, 2001, 9339, 2012, 1002, 3486, 2620, 1012, 3515, 1013, 3486, 2683, 1012, 2321, 2019, 19471, 2012, 28714, 2692, 13938, 2102, 1010, 2383, 14051, 2004, 2152, 2004, 1002, 3486, 2683, 1012, 2423, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2423, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:04:09 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:05:42 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:05:46 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:05:49 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:05:49 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [101, 3962, 2751, 2001, 9339, 2012, 1002, 4029, 2581, 1012, 3938, 1013, 4029, 2620, 1012, 3438, 2019, 19471, 2012, 6694, 13938, 2102, 1010, 2383, 9847, 2039, 2000, 1002, 4029, 2683, 1012, 2753, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2184, 1012, 102, 3962, 2751, 2001, 9339, 2012, 1002, 3486, 2620, 1012, 3515, 1013, 3486, 2683, 1012, 2321, 2019, 19471, 2012, 28714, 2692, 13938, 2102, 1010, 2383, 14051, 2004, 2152, 2004, 1002, 3486, 2683, 1012, 2423, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2423, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:05:49 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:07:23 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:07:27 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:07:32 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:07:32 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [101, 3962, 2751, 2001, 9339, 2012, 1002, 4029, 2581, 1012, 3938, 1013, 4029, 2620, 1012, 3438, 2019, 19471, 2012, 6694, 13938, 2102, 1010, 2383, 9847, 2039, 2000, 1002, 4029, 2683, 1012, 2753, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2184, 1012, 102, 3962, 2751, 2001, 9339, 2012, 1002, 3486, 2620, 1012, 3515, 1013, 3486, 2683, 1012, 2321, 2019, 19471, 2012, 28714, 2692, 13938, 2102, 1010, 2383, 14051, 2004, 2152, 2004, 1002, 3486, 2683, 1012, 2423, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2423, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:07:32 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:09:04 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:09:09 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:09:12 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:09:12 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [101, 3962, 2751, 2001, 9339, 2012, 1002, 4029, 2581, 1012, 3938, 1013, 4029, 2620, 1012, 3438, 2019, 19471, 2012, 6694, 13938, 2102, 1010, 2383, 9847, 2039, 2000, 1002, 4029, 2683, 1012, 2753, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2184, 1012, 102, 3962, 2751, 2001, 9339, 2012, 1002, 3486, 2620, 1012, 3515, 1013, 3486, 2683, 1012, 2321, 2019, 19471, 2012, 28714, 2692, 13938, 2102, 1010, 2383, 14051, 2004, 2152, 2004, 1002, 3486, 2683, 1012, 2423, 1011, 1011, 1037, 2504, 2025, 2464, 2144, 2337, 2423, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 00:09:12 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:10:45 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 00:10:50 - INFO - __main__ - ***** Starting script *****
+05/25/2024 00:10:53 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [101, 1000, 5262, 1010, 4238, 2323, 2022, 2404, 2006, 5060, 2008, 4073, 2000, 3046, 2000, 12661, 5712, 1999, 2037, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102, 1000, 4238, 2323, 2022, 2006, 5060, 2008, 4740, 2000, 12661, 5712, 1999, 4238, 1005, 1055, 3746, 2097, 2022, 24663, 2404, 2091, 1010, 1000, 2002, 2056, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
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+05/25/2024 00:10:53 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [101, 12411, 2015, 1012, 2198, 11260, 1998, 3960, 5846, 6430, 29492, 2000, 3713, 1012, 102, 1996, 2053, 1011, 3065, 2020, 12411, 2015, 1012, 2198, 11260, 1997, 4404, 1998, 3960, 5846, 1997, 3516, 1012, 102], 'token_type_ids': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 00:12:26 - INFO - __main__ - ***** Completed Script *****

outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_0/all_results_la_kron_all_homo_mc_corr_1000.json

@@ -0,0 +1 @@
+{"eval_accuracy": 0.6838235294117647, "eval_f1": 0.8122270742358079}

outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_0/all_results_la_kron_last_layer_homo_mc_corr_1000.json

@@ -0,0 +1 @@
+{"eval_accuracy": 0.6838235294117647, "eval_f1": 0.8122270742358079}

outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_0/eval_res_la_kron_all_homo_mc_corr_1000.json

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outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_0/gpu_stats_la.json

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outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1320/all_results_la_kron_all_homo_mc_corr_1000.json

@@ -0,0 +1 @@
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outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1320/all_results_la_kron_last_layer_homo_mc_corr_1000.json

@@ -0,0 +1 @@
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outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1320/eval_res_la_kron_all_homo_mc_corr_1000.json

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outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1320/eval_res_la_kron_last_layer_homo_mc_corr_1000.json

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outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1320/gpu_stats_la.json

@@ -0,0 +1,130 @@
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outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1760/all_results_la_kron_all_homo_mc_corr_1000.json

@@ -0,0 +1 @@
+{"eval_accuracy": 0.8235294117647058, "eval_f1": 0.8779661016949152}

outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1760/all_results_la_kron_last_layer_homo_mc_corr_1000.json

@@ -0,0 +1 @@
+{"eval_accuracy": 0.8235294117647058, "eval_f1": 0.8779661016949152}

outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1760/eval_res_la_kron_all_homo_mc_corr_1000.json

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outputs/mrpc/bert-base-uncased_loratrain_val_8_16_0.1_0.0001_65/step_1760/eval_res_la_kron_last_layer_homo_mc_corr_1000.json

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