roberta run on la

outputs/cola/args.json

@@ -4,7 +4,7 @@
     "validation_file": null,
     "max_length": 300,
     "pad_to_max_length": false,
-    "model_name_or_path": "bert-base-uncased",
+    "model_name_or_path": "roberta-base",
     "use_slow_tokenizer": false,
     "per_device_train_batch_size": 8,
     "per_device_eval_batch_size": 1,

outputs/cola/roberta-base_loratrain_val_8_16_0.1_0.0001_65/logfile_la_all.log

@@ -0,0 +1,30 @@
+05/25/2024 10:29:48 - INFO - __main__ - ***** Starting script *****
+05/25/2024 10:29:50 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:29:50 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:29:50 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 10:35:55 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:35:56 - INFO - __main__ - ***** Starting script *****
+05/25/2024 10:36:00 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:36:00 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:36:00 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 10:42:11 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:42:13 - INFO - __main__ - ***** Starting script *****
+05/25/2024 10:42:15 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:42:15 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:42:15 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 10:48:59 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:49:01 - INFO - __main__ - ***** Starting script *****
+05/25/2024 10:49:03 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:49:03 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:49:03 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 10:55:31 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:55:32 - INFO - __main__ - ***** Starting script *****
+05/25/2024 10:55:34 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:55:34 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 10:55:34 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 11:01:48 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 11:01:49 - INFO - __main__ - ***** Starting script *****
+05/25/2024 11:01:51 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:01:51 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:01:51 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 11:08:05 - INFO - __main__ - ***** Completed Script *****

outputs/cola/roberta-base_loratrain_val_8_16_0.1_0.0001_65/logfile_la_last_layer.log

@@ -0,0 +1,30 @@
+05/25/2024 11:08:20 - INFO - __main__ - ***** Starting script *****
+05/25/2024 11:08:22 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:08:22 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:08:22 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 11:11:28 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 11:11:29 - INFO - __main__ - ***** Starting script *****
+05/25/2024 11:11:31 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:11:31 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:11:31 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 11:14:38 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 11:14:40 - INFO - __main__ - ***** Starting script *****
+05/25/2024 11:14:42 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:14:42 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:14:42 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 11:17:51 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 11:17:53 - INFO - __main__ - ***** Starting script *****
+05/25/2024 11:17:56 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:17:56 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:17:56 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 11:21:03 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 11:21:04 - INFO - __main__ - ***** Starting script *****
+05/25/2024 11:21:06 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:21:06 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:21:06 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 11:24:15 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 11:24:16 - INFO - __main__ - ***** Starting script *****
+05/25/2024 11:24:18 - INFO - __main__ - Sample 3397 of the training set: {'input_ids': [0, 20907, 324, 15378, 71, 5, 23503, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:24:18 - INFO - __main__ - Sample 2366 of the training set: {'input_ids': [0, 133, 5253, 2263, 15965, 18, 38802, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 1}.
+05/25/2024 11:24:18 - INFO - __main__ - Sample 2356 of the training set: {'input_ids': [0, 170, 11122, 119, 4628, 6665, 149, 5, 8429, 4, 2], 'attention_mask': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], 'labels': 0}.
+05/25/2024 11:27:27 - INFO - __main__ - ***** Completed Script *****

outputs/cola/roberta-base_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": 0.0}

outputs/cola/roberta-base_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": 0.0}

outputs/cola/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_0/gpu_stats_la.json

@@ -0,0 +1,130 @@
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outputs/cola/roberta-base_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/roberta-base_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 @@
+{"eval_matthews_correlation": 0.429931898675694}

outputs/cola/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_1025/gpu_stats_la.json

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outputs/cola/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_2051/all_results_la_kron_all_homo_mc_corr_1000.json

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outputs/cola/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_2051/all_results_la_kron_last_layer_homo_mc_corr_1000.json

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outputs/cola/roberta-base_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/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_3077/all_results_la_kron_last_layer_homo_mc_corr_1000.json

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outputs/cola/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_3077/gpu_stats_la.json

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outputs/cola/roberta-base_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/roberta-base_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/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_5129/all_results_la_kron_all_homo_mc_corr_1000.json

@@ -0,0 +1 @@
+{"eval_matthews_correlation": 0.5358471074046374}

outputs/cola/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_5129/all_results_la_kron_last_layer_homo_mc_corr_1000.json

@@ -0,0 +1 @@
+{"eval_matthews_correlation": 0.5358471074046374}

outputs/cola/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_5129/gpu_stats_la.json

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+}

outputs/mrpc/args.json

@@ -4,7 +4,7 @@
     "validation_file": null,
     "max_length": 300,
     "pad_to_max_length": false,
-    "model_name_or_path": "bert-base-uncased",
+    "model_name_or_path": "roberta-base",
     "use_slow_tokenizer": false,
     "per_device_train_batch_size": 8,
     "per_device_eval_batch_size": 1,

outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_0.0001_65/logfile_la_all.log

@@ -0,0 +1,30 @@
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+05/25/2024 10:08:20 - INFO - __main__ - ***** Completed Script *****
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+05/25/2024 10:13:57 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [0, 104, 1290, 4, 610, 9153, 8, 3045, 4572, 1981, 30790, 7, 1994, 479, 2, 2, 133, 117, 12, 35624, 58, 12274, 4, 610, 9153, 9, 5517, 8, 3045, 4572, 9, 1261, 479, 2], '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 10:16:40 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:16:41 - INFO - __main__ - ***** Starting script *****
+05/25/2024 10:16:44 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [0, 113, 7908, 2156, 1603, 197, 28, 342, 15, 3120, 14, 1170, 7, 860, 7, 21280, 3345, 11, 49, 2274, 40, 28, 11907, 342, 159, 2156, 22, 37, 26, 479, 2, 2, 113, 1603, 197, 28, 15, 3120, 14, 3881, 7, 21280, 3345, 11, 1603, 128, 29, 2274, 40, 28, 11907, 342, 159, 2156, 22, 37, 26, 479, 2], '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], 'labels': 1}.
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+05/25/2024 10:16:44 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [0, 104, 1290, 4, 610, 9153, 8, 3045, 4572, 1981, 30790, 7, 1994, 479, 2, 2, 133, 117, 12, 35624, 58, 12274, 4, 610, 9153, 9, 5517, 8, 3045, 4572, 9, 1261, 479, 2], '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 10:19:27 - INFO - __main__ - ***** Completed Script *****

outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_0.0001_65/logfile_la_last_layer.log

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+05/25/2024 10:19:42 - INFO - __main__ - ***** Starting script *****
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+05/25/2024 10:21:20 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:21:22 - INFO - __main__ - ***** Starting script *****
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+05/25/2024 10:21:25 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [0, 104, 1290, 4, 610, 9153, 8, 3045, 4572, 1981, 30790, 7, 1994, 479, 2, 2, 133, 117, 12, 35624, 58, 12274, 4, 610, 9153, 9, 5517, 8, 3045, 4572, 9, 1261, 479, 2], '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 10:22:58 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:22:59 - INFO - __main__ - ***** Starting script *****
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+05/25/2024 10:23:02 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [0, 32110, 1637, 21, 5304, 23, 68, 41682, 4, 3248, 1589, 42100, 4, 2466, 41, 10671, 23, 10775, 5050, 2156, 519, 15199, 62, 7, 68, 41821, 4, 1096, 480, 10, 672, 45, 450, 187, 902, 158, 479, 2, 2, 32110, 1637, 21, 5304, 23, 68, 40156, 4, 3506, 1589, 40598, 4, 996, 41, 10671, 23, 321, 1497, 5050, 2156, 519, 385, 26587, 25, 239, 25, 68, 40598, 4, 1244, 480, 10, 672, 45, 450, 187, 902, 564, 479, 2], '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], 'labels': 0}.
+05/25/2024 10:23:02 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [0, 104, 1290, 4, 610, 9153, 8, 3045, 4572, 1981, 30790, 7, 1994, 479, 2, 2, 133, 117, 12, 35624, 58, 12274, 4, 610, 9153, 9, 5517, 8, 3045, 4572, 9, 1261, 479, 2], '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 10:24:37 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:24:38 - INFO - __main__ - ***** Starting script *****
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+05/25/2024 10:24:41 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [0, 32110, 1637, 21, 5304, 23, 68, 41682, 4, 3248, 1589, 42100, 4, 2466, 41, 10671, 23, 10775, 5050, 2156, 519, 15199, 62, 7, 68, 41821, 4, 1096, 480, 10, 672, 45, 450, 187, 902, 158, 479, 2, 2, 32110, 1637, 21, 5304, 23, 68, 40156, 4, 3506, 1589, 40598, 4, 996, 41, 10671, 23, 321, 1497, 5050, 2156, 519, 385, 26587, 25, 239, 25, 68, 40598, 4, 1244, 480, 10, 672, 45, 450, 187, 902, 564, 479, 2], '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], 'labels': 0}.
+05/25/2024 10:24:41 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [0, 104, 1290, 4, 610, 9153, 8, 3045, 4572, 1981, 30790, 7, 1994, 479, 2, 2, 133, 117, 12, 35624, 58, 12274, 4, 610, 9153, 9, 5517, 8, 3045, 4572, 9, 1261, 479, 2], '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 10:26:15 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:26:17 - INFO - __main__ - ***** Starting script *****
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+05/25/2024 10:26:19 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [0, 32110, 1637, 21, 5304, 23, 68, 41682, 4, 3248, 1589, 42100, 4, 2466, 41, 10671, 23, 10775, 5050, 2156, 519, 15199, 62, 7, 68, 41821, 4, 1096, 480, 10, 672, 45, 450, 187, 902, 158, 479, 2, 2, 32110, 1637, 21, 5304, 23, 68, 40156, 4, 3506, 1589, 40598, 4, 996, 41, 10671, 23, 321, 1497, 5050, 2156, 519, 385, 26587, 25, 239, 25, 68, 40598, 4, 1244, 480, 10, 672, 45, 450, 187, 902, 564, 479, 2], '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], 'labels': 0}.
+05/25/2024 10:26:19 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [0, 104, 1290, 4, 610, 9153, 8, 3045, 4572, 1981, 30790, 7, 1994, 479, 2, 2, 133, 117, 12, 35624, 58, 12274, 4, 610, 9153, 9, 5517, 8, 3045, 4572, 9, 1261, 479, 2], '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 10:27:54 - INFO - __main__ - ***** Completed Script *****
+05/25/2024 10:27:55 - INFO - __main__ - ***** Starting script *****
+05/25/2024 10:27:57 - INFO - __main__ - Sample 1698 of the training set: {'input_ids': [0, 113, 7908, 2156, 1603, 197, 28, 342, 15, 3120, 14, 1170, 7, 860, 7, 21280, 3345, 11, 49, 2274, 40, 28, 11907, 342, 159, 2156, 22, 37, 26, 479, 2, 2, 113, 1603, 197, 28, 15, 3120, 14, 3881, 7, 21280, 3345, 11, 1603, 128, 29, 2274, 40, 28, 11907, 342, 159, 2156, 22, 37, 26, 479, 2], '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], 'labels': 1}.
+05/25/2024 10:27:57 - INFO - __main__ - Sample 1183 of the training set: {'input_ids': [0, 32110, 1637, 21, 5304, 23, 68, 41682, 4, 3248, 1589, 42100, 4, 2466, 41, 10671, 23, 10775, 5050, 2156, 519, 15199, 62, 7, 68, 41821, 4, 1096, 480, 10, 672, 45, 450, 187, 902, 158, 479, 2, 2, 32110, 1637, 21, 5304, 23, 68, 40156, 4, 3506, 1589, 40598, 4, 996, 41, 10671, 23, 321, 1497, 5050, 2156, 519, 385, 26587, 25, 239, 25, 68, 40598, 4, 1244, 480, 10, 672, 45, 450, 187, 902, 564, 479, 2], '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], 'labels': 0}.
+05/25/2024 10:27:57 - INFO - __main__ - Sample 1178 of the training set: {'input_ids': [0, 104, 1290, 4, 610, 9153, 8, 3045, 4572, 1981, 30790, 7, 1994, 479, 2, 2, 133, 117, 12, 35624, 58, 12274, 4, 610, 9153, 9, 5517, 8, 3045, 4572, 9, 1261, 479, 2], '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 10:29:32 - INFO - __main__ - ***** Completed Script *****

outputs/mrpc/roberta-base_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": 0.3161764705882353, "eval_f1": 0.0}

outputs/mrpc/roberta-base_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": 0.3161764705882353, "eval_f1": 0.0}

outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_0/eval_res_la_kron_all_homo_mc_corr_1000.json

@@ -0,0 +1,408 @@
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outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_0/gpu_stats_la.json

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outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_1320/all_results_la_kron_all_homo_mc_corr_1000.json

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outputs/mrpc/roberta-base_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/roberta-base_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/roberta-base_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/roberta-base_loratrain_val_8_16_0.1_0.0001_65/step_1320/gpu_stats_la.json

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outputs/mrpc/roberta-base_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": 0.8627450980392157, "eval_f1": 0.9}

outputs/mrpc/roberta-base_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": 0.8627450980392157, "eval_f1": 0.9}

outputs/mrpc/roberta-base_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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