la
Browse files- outputs/mrpc/args.json +41 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/logfile_la_all.log +36 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_0/all_results_la_kron_all_homo_mc_corr_1000.json +1 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_0/eval_res_la_kron_all_homo_mc_corr_1000.json +408 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_0/gpu_stats_la.json +130 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_1999/all_results_la_kron_all_homo_mc_corr_1000.json +1 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_1999/eval_res_la_kron_all_homo_mc_corr_1000.json +408 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_1999/gpu_stats_la.json +130 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_3999/all_results_la_kron_all_homo_mc_corr_1000.json +1 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_3999/eval_res_la_kron_all_homo_mc_corr_1000.json +408 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_3999/gpu_stats_la.json +130 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_5999/all_results_la_kron_all_homo_mc_corr_1000.json +1 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_5999/eval_res_la_kron_all_homo_mc_corr_1000.json +408 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_5999/gpu_stats_la.json +130 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_7999/all_results_la_kron_all_homo_mc_corr_1000.json +1 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_7999/eval_res_la_kron_all_homo_mc_corr_1000.json +408 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_7999/gpu_stats_la.json +130 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_9999/all_results_la_kron_all_homo_mc_corr_1000.json +1 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_9999/eval_res_la_kron_all_homo_mc_corr_1000.json +408 -0
- outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_9999/gpu_stats_la.json +130 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_0/f_mu_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_0/f_var_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_0/prior_precision_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_1999/f_mu_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_1999/f_var_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_1999/prior_precision_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_3999/f_mu_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_3999/f_var_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_3999/prior_precision_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_5999/f_mu_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_5999/f_var_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_5999/prior_precision_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_7999/f_mu_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_7999/f_var_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_7999/prior_precision_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_9999/f_mu_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_9999/f_var_kron_all_homo_1000.pt +3 -0
- outputs_laplace/mrpc/roberta-base_loratrain_val_16_0.1_5e-05_65_8_10000/step_9999/prior_precision_kron_all_homo_1000.pt +3 -0
outputs/mrpc/args.json
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{
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"task_name": "mrpc",
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"train_file": null,
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"validation_file": null,
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"max_length": 300,
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"pad_to_max_length": false,
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"model_name_or_path": "roberta-base",
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"use_slow_tokenizer": false,
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"per_device_train_batch_size": 8,
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"per_device_eval_batch_size": 8,
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"learning_rate": 5e-05,
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"weight_decay": 0.0,
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"num_train_epochs": 3,
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"max_train_steps": 10000,
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"peft_method": null,
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"gradient_accumulation_steps": 1,
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"lr_scheduler_type": "linear",
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"num_warmup_steps": 0,
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"output_dir": "./outputs",
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"seed": 65,
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"push_to_hub": false,
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"hub_model_id": null,
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"hub_token": null,
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"checkpointing_steps": "1000",
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"resume_from_checkpoint": null,
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"with_tracking": false,
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"report_to": "all",
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"ignore_mismatched_sizes": true,
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"save": false,
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"load_step": 999,
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"lora_r": 8,
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"lora_alpha": 16,
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"lora_dropout": 0.1,
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"laplace_hessian": "kron",
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"laplace_sub": "all",
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"laplace_prior": "homo",
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"laplace_optim_step": 1000,
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"testing_set": "train_val",
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"cache_dir": "/content/cache/huggingface/metrics/",
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"laplace_predict": "mc_corr"
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}
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outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/logfile_la_all.log
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06/02/2024 18:27:36 - INFO - __main__ - ***** Starting script *****
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06/02/2024 18:27:41 - 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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06/02/2024 18:27:41 - 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}.
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06/02/2024 18:27:41 - 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}.
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06/02/2024 18:29:39 - INFO - __main__ - max memory allocated : 1801033216
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06/02/2024 18:29:39 - INFO - __main__ - ***** Completed Script *****
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06/02/2024 18:29:44 - INFO - __main__ - ***** Starting script *****
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06/02/2024 18:29:48 - 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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06/02/2024 18:29:48 - 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}.
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06/02/2024 18:29:48 - 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}.
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06/02/2024 18:31:42 - INFO - __main__ - max memory allocated : 1801033216
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06/02/2024 18:31:42 - INFO - __main__ - ***** Completed Script *****
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06/02/2024 18:31:46 - INFO - __main__ - ***** Starting script *****
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06/02/2024 18:31:49 - 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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06/02/2024 18:31:49 - 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}.
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06/02/2024 18:31:49 - 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}.
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06/02/2024 18:33:45 - INFO - __main__ - max memory allocated : 1801033216
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06/02/2024 18:33:45 - INFO - __main__ - ***** Completed Script *****
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06/02/2024 18:33:50 - INFO - __main__ - ***** Starting script *****
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06/02/2024 18:33:54 - 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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06/02/2024 18:33:54 - 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}.
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06/02/2024 18:33:54 - 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}.
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| 23 |
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06/02/2024 18:35:48 - INFO - __main__ - max memory allocated : 1802644992
|
| 24 |
+
06/02/2024 18:35:48 - INFO - __main__ - ***** Completed Script *****
|
| 25 |
+
06/02/2024 18:35:53 - INFO - __main__ - ***** Starting script *****
|
| 26 |
+
06/02/2024 18:35:56 - 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}.
|
| 27 |
+
06/02/2024 18:35:56 - 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}.
|
| 28 |
+
06/02/2024 18:35:56 - 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}.
|
| 29 |
+
06/02/2024 18:37:52 - INFO - __main__ - max memory allocated : 1802644992
|
| 30 |
+
06/02/2024 18:37:52 - INFO - __main__ - ***** Completed Script *****
|
| 31 |
+
06/02/2024 18:37:56 - INFO - __main__ - ***** Starting script *****
|
| 32 |
+
06/02/2024 18:37:59 - 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}.
|
| 33 |
+
06/02/2024 18:37:59 - 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}.
|
| 34 |
+
06/02/2024 18:37:59 - 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}.
|
| 35 |
+
06/02/2024 18:39:55 - INFO - __main__ - max memory allocated : 1802644992
|
| 36 |
+
06/02/2024 18:39:55 - INFO - __main__ - ***** Completed Script *****
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_0/all_results_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1 @@
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| 1 |
+
{"eval_accuracy": 0.3161764705882353, "eval_f1": 0.0}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_0/eval_res_la_kron_all_homo_mc_corr_1000.json
ADDED
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@@ -0,0 +1,408 @@
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| 1 |
+
{"index": 0, "true": 1, "pred": 0, "conf": 0.5505169034004211, "logits": [0.5505169034004211, 0.44948306679725647], "probs": [0.5505169034004211, 0.44948306679725647]}
|
| 2 |
+
{"index": 1, "true": 0, "pred": 0, "conf": 0.5564256310462952, "logits": [0.5564256310462952, 0.44357436895370483], "probs": [0.5564256310462952, 0.44357436895370483]}
|
| 3 |
+
{"index": 2, "true": 0, "pred": 0, "conf": 0.5549746155738831, "logits": [0.5549746155738831, 0.44502535462379456], "probs": [0.5549746155738831, 0.44502535462379456]}
|
| 4 |
+
{"index": 3, "true": 1, "pred": 0, "conf": 0.5503540635108948, "logits": [0.5503540635108948, 0.4496459662914276], "probs": [0.5503540635108948, 0.4496459662914276]}
|
| 5 |
+
{"index": 4, "true": 0, "pred": 0, "conf": 0.5527266263961792, "logits": [0.5527266263961792, 0.4472733736038208], "probs": [0.5527266263961792, 0.4472733736038208]}
|
| 6 |
+
{"index": 5, "true": 1, "pred": 0, "conf": 0.5542656779289246, "logits": [0.5542656779289246, 0.44573429226875305], "probs": [0.5542656779289246, 0.44573429226875305]}
|
| 7 |
+
{"index": 6, "true": 0, "pred": 0, "conf": 0.5594595074653625, "logits": [0.5594595074653625, 0.44054046273231506], "probs": [0.5594595074653625, 0.44054046273231506]}
|
| 8 |
+
{"index": 7, "true": 1, "pred": 0, "conf": 0.5586856007575989, "logits": [0.5586856007575989, 0.4413144290447235], "probs": [0.5586856007575989, 0.4413144290447235]}
|
| 9 |
+
{"index": 8, "true": 1, "pred": 0, "conf": 0.553919792175293, "logits": [0.553919792175293, 0.44608017802238464], "probs": [0.553919792175293, 0.44608017802238464]}
|
| 10 |
+
{"index": 9, "true": 1, "pred": 0, "conf": 0.5531355142593384, "logits": [0.5531355142593384, 0.44686445593833923], "probs": [0.5531355142593384, 0.44686445593833923]}
|
| 11 |
+
{"index": 10, "true": 1, "pred": 0, "conf": 0.5552472472190857, "logits": [0.5552472472190857, 0.4447527229785919], "probs": [0.5552472472190857, 0.4447527229785919]}
|
| 12 |
+
{"index": 11, "true": 0, "pred": 0, "conf": 0.5527580380439758, "logits": [0.5527580380439758, 0.4472419321537018], "probs": [0.5527580380439758, 0.4472419321537018]}
|
| 13 |
+
{"index": 12, "true": 0, "pred": 0, "conf": 0.5558583736419678, "logits": [0.5558583736419678, 0.44414153695106506], "probs": [0.5558583736419678, 0.44414153695106506]}
|
| 14 |
+
{"index": 13, "true": 1, "pred": 0, "conf": 0.5487690567970276, "logits": [0.5487690567970276, 0.45123091340065], "probs": [0.5487690567970276, 0.45123091340065]}
|
| 15 |
+
{"index": 14, "true": 1, "pred": 0, "conf": 0.5542530417442322, "logits": [0.5542530417442322, 0.44574692845344543], "probs": [0.5542530417442322, 0.44574692845344543]}
|
| 16 |
+
{"index": 15, "true": 1, "pred": 0, "conf": 0.5540295839309692, "logits": [0.5540295839309692, 0.4459703862667084], "probs": [0.5540295839309692, 0.4459703862667084]}
|
| 17 |
+
{"index": 16, "true": 1, "pred": 0, "conf": 0.5534912347793579, "logits": [0.5534912347793579, 0.4465087354183197], "probs": [0.5534912347793579, 0.4465087354183197]}
|
| 18 |
+
{"index": 17, "true": 0, "pred": 0, "conf": 0.555526852607727, "logits": [0.555526852607727, 0.44447311758995056], "probs": [0.555526852607727, 0.44447311758995056]}
|
| 19 |
+
{"index": 18, "true": 1, "pred": 0, "conf": 0.5495173931121826, "logits": [0.5495173931121826, 0.450482577085495], "probs": [0.5495173931121826, 0.450482577085495]}
|
| 20 |
+
{"index": 19, "true": 0, "pred": 0, "conf": 0.5545437932014465, "logits": [0.5545437932014465, 0.4454561471939087], "probs": [0.5545437932014465, 0.4454561471939087]}
|
| 21 |
+
{"index": 20, "true": 0, "pred": 0, "conf": 0.5562281608581543, "logits": [0.5562281608581543, 0.4437717795372009], "probs": [0.5562281608581543, 0.4437717795372009]}
|
| 22 |
+
{"index": 21, "true": 1, "pred": 0, "conf": 0.5531551241874695, "logits": [0.5531551241874695, 0.44684484601020813], "probs": [0.5531551241874695, 0.44684484601020813]}
|
| 23 |
+
{"index": 22, "true": 0, "pred": 0, "conf": 0.5547993779182434, "logits": [0.5547993779182434, 0.4452006220817566], "probs": [0.5547993779182434, 0.4452006220817566]}
|
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|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_0/gpu_stats_la.json
ADDED
|
@@ -0,0 +1,130 @@
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|
| 130 |
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|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_1999/all_results_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"eval_accuracy": 0.8553921568627451, "eval_f1": 0.8936936936936937}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_1999/eval_res_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1,408 @@
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| 1 |
+
{"index": 0, "true": 1, "pred": 1, "conf": 0.9835941791534424, "logits": [0.016405770555138588, 0.9835941791534424], "probs": [0.016405770555138588, 0.9835941791534424]}
|
| 2 |
+
{"index": 1, "true": 0, "pred": 0, "conf": 0.8193519115447998, "logits": [0.8193519115447998, 0.1806480884552002], "probs": [0.8193519115447998, 0.1806480884552002]}
|
| 3 |
+
{"index": 2, "true": 0, "pred": 0, "conf": 0.5813460946083069, "logits": [0.5813460946083069, 0.4186539053916931], "probs": [0.5813460946083069, 0.4186539053916931]}
|
| 4 |
+
{"index": 3, "true": 1, "pred": 1, "conf": 0.8088938593864441, "logits": [0.19110609591007233, 0.8088938593864441], "probs": [0.19110609591007233, 0.8088938593864441]}
|
| 5 |
+
{"index": 4, "true": 0, "pred": 0, "conf": 0.7929065227508545, "logits": [0.7929065227508545, 0.20709343254566193], "probs": [0.7929065227508545, 0.20709343254566193]}
|
| 6 |
+
{"index": 5, "true": 1, "pred": 1, "conf": 0.9366524815559387, "logits": [0.06334751099348068, 0.9366524815559387], "probs": [0.06334751099348068, 0.9366524815559387]}
|
| 7 |
+
{"index": 6, "true": 0, "pred": 1, "conf": 0.7499324679374695, "logits": [0.2500675618648529, 0.7499324679374695], "probs": [0.2500675618648529, 0.7499324679374695]}
|
| 8 |
+
{"index": 7, "true": 1, "pred": 1, "conf": 0.5945159792900085, "logits": [0.40548402070999146, 0.5945159792900085], "probs": [0.40548402070999146, 0.5945159792900085]}
|
| 9 |
+
{"index": 8, "true": 1, "pred": 1, "conf": 0.8664141893386841, "logits": [0.13358581066131592, 0.8664141893386841], "probs": [0.13358581066131592, 0.8664141893386841]}
|
| 10 |
+
{"index": 9, "true": 1, "pred": 1, "conf": 0.6169820427894592, "logits": [0.38301795721054077, 0.6169820427894592], "probs": [0.38301795721054077, 0.6169820427894592]}
|
| 11 |
+
{"index": 10, "true": 1, "pred": 1, "conf": 0.9515292048454285, "logits": [0.04847085848450661, 0.9515292048454285], "probs": [0.04847085848450661, 0.9515292048454285]}
|
| 12 |
+
{"index": 11, "true": 0, "pred": 0, "conf": 0.8275402188301086, "logits": [0.8275402188301086, 0.17245973646640778], "probs": [0.8275402188301086, 0.17245973646640778]}
|
| 13 |
+
{"index": 12, "true": 0, "pred": 0, "conf": 0.8660686016082764, "logits": [0.8660686016082764, 0.13393139839172363], "probs": [0.8660686016082764, 0.13393139839172363]}
|
| 14 |
+
{"index": 13, "true": 1, "pred": 1, "conf": 0.8524423241615295, "logits": [0.14755772054195404, 0.8524423241615295], "probs": [0.14755772054195404, 0.8524423241615295]}
|
| 15 |
+
{"index": 14, "true": 1, "pred": 1, "conf": 0.9469342827796936, "logits": [0.0530657097697258, 0.9469342827796936], "probs": [0.0530657097697258, 0.9469342827796936]}
|
| 16 |
+
{"index": 15, "true": 1, "pred": 1, "conf": 0.7949658632278442, "logits": [0.20503413677215576, 0.7949658632278442], "probs": [0.20503413677215576, 0.7949658632278442]}
|
| 17 |
+
{"index": 16, "true": 1, "pred": 1, "conf": 0.9610127806663513, "logits": [0.03898721560835838, 0.9610127806663513], "probs": [0.03898721560835838, 0.9610127806663513]}
|
| 18 |
+
{"index": 17, "true": 0, "pred": 0, "conf": 0.8177100419998169, "logits": [0.8177100419998169, 0.18228988349437714], "probs": [0.8177100419998169, 0.18228988349437714]}
|
| 19 |
+
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|
| 20 |
+
{"index": 19, "true": 0, "pred": 0, "conf": 0.5906296968460083, "logits": [0.5906296968460083, 0.4093703329563141], "probs": [0.5906296968460083, 0.4093703329563141]}
|
| 21 |
+
{"index": 20, "true": 0, "pred": 0, "conf": 0.7130684852600098, "logits": [0.7130684852600098, 0.28693145513534546], "probs": [0.7130684852600098, 0.28693145513534546]}
|
| 22 |
+
{"index": 21, "true": 1, "pred": 0, "conf": 0.6206121444702148, "logits": [0.6206121444702148, 0.37938785552978516], "probs": [0.6206121444702148, 0.37938785552978516]}
|
| 23 |
+
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|
| 24 |
+
{"index": 23, "true": 1, "pred": 1, "conf": 0.9791799783706665, "logits": [0.020820053294301033, 0.9791799783706665], "probs": [0.020820053294301033, 0.9791799783706665]}
|
| 25 |
+
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|
| 26 |
+
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|
| 27 |
+
{"index": 26, "true": 0, "pred": 0, "conf": 0.674271285533905, "logits": [0.674271285533905, 0.3257286846637726], "probs": [0.674271285533905, 0.3257286846637726]}
|
| 28 |
+
{"index": 27, "true": 1, "pred": 1, "conf": 0.9899501800537109, "logits": [0.010049798525869846, 0.9899501800537109], "probs": [0.010049798525869846, 0.9899501800537109]}
|
| 29 |
+
{"index": 28, "true": 1, "pred": 1, "conf": 0.7668676376342773, "logits": [0.23313231766223907, 0.7668676376342773], "probs": [0.23313231766223907, 0.7668676376342773]}
|
| 30 |
+
{"index": 29, "true": 1, "pred": 1, "conf": 0.9714241027832031, "logits": [0.028575889766216278, 0.9714241027832031], "probs": [0.028575889766216278, 0.9714241027832031]}
|
| 31 |
+
{"index": 30, "true": 0, "pred": 0, "conf": 0.6488950848579407, "logits": [0.6488950848579407, 0.3511049449443817], "probs": [0.6488950848579407, 0.3511049449443817]}
|
| 32 |
+
{"index": 31, "true": 1, "pred": 1, "conf": 0.988166868686676, "logits": [0.01183322723954916, 0.988166868686676], "probs": [0.01183322723954916, 0.988166868686676]}
|
| 33 |
+
{"index": 32, "true": 1, "pred": 1, "conf": 0.615600049495697, "logits": [0.3843999207019806, 0.615600049495697], "probs": [0.3843999207019806, 0.615600049495697]}
|
| 34 |
+
{"index": 33, "true": 1, "pred": 0, "conf": 0.6848907470703125, "logits": [0.6848907470703125, 0.31510916352272034], "probs": [0.6848907470703125, 0.31510916352272034]}
|
| 35 |
+
{"index": 34, "true": 1, "pred": 1, "conf": 0.9904804229736328, "logits": [0.009519548155367374, 0.9904804229736328], "probs": [0.009519548155367374, 0.9904804229736328]}
|
| 36 |
+
{"index": 35, "true": 0, "pred": 1, "conf": 0.7332797646522522, "logits": [0.2667202353477478, 0.7332797646522522], "probs": [0.2667202353477478, 0.7332797646522522]}
|
| 37 |
+
{"index": 36, "true": 0, "pred": 0, "conf": 0.7690171599388123, "logits": [0.7690171599388123, 0.23098288476467133], "probs": [0.7690171599388123, 0.23098288476467133]}
|
| 38 |
+
{"index": 37, "true": 0, "pred": 0, "conf": 0.7185924649238586, "logits": [0.7185924649238586, 0.28140756487846375], "probs": [0.7185924649238586, 0.28140756487846375]}
|
| 39 |
+
{"index": 38, "true": 1, "pred": 1, "conf": 0.5654577016830444, "logits": [0.4345422685146332, 0.5654577016830444], "probs": [0.4345422685146332, 0.5654577016830444]}
|
| 40 |
+
{"index": 39, "true": 1, "pred": 1, "conf": 0.9925079941749573, "logits": [0.007491926662623882, 0.9925079941749573], "probs": [0.007491926662623882, 0.9925079941749573]}
|
| 41 |
+
{"index": 40, "true": 0, "pred": 0, "conf": 0.5054786801338196, "logits": [0.5054786801338196, 0.4945213198661804], "probs": [0.5054786801338196, 0.4945213198661804]}
|
| 42 |
+
{"index": 41, "true": 1, "pred": 1, "conf": 0.7927045822143555, "logits": [0.20729538798332214, 0.7927045822143555], "probs": [0.20729538798332214, 0.7927045822143555]}
|
| 43 |
+
{"index": 42, "true": 0, "pred": 0, "conf": 0.6613138318061829, "logits": [0.6613138318061829, 0.33868616819381714], "probs": [0.6613138318061829, 0.33868616819381714]}
|
| 44 |
+
{"index": 43, "true": 0, "pred": 0, "conf": 0.8277062177658081, "logits": [0.8277062177658081, 0.17229370772838593], "probs": [0.8277062177658081, 0.17229370772838593]}
|
| 45 |
+
{"index": 44, "true": 0, "pred": 0, "conf": 0.8035742044448853, "logits": [0.8035742044448853, 0.19642579555511475], "probs": [0.8035742044448853, 0.19642579555511475]}
|
| 46 |
+
{"index": 45, "true": 1, "pred": 1, "conf": 0.9785909056663513, "logits": [0.021409062668681145, 0.9785909056663513], "probs": [0.021409062668681145, 0.9785909056663513]}
|
| 47 |
+
{"index": 46, "true": 1, "pred": 1, "conf": 0.9545570611953735, "logits": [0.045442912727594376, 0.9545570611953735], "probs": [0.045442912727594376, 0.9545570611953735]}
|
| 48 |
+
{"index": 47, "true": 0, "pred": 0, "conf": 0.6048133969306946, "logits": [0.6048133969306946, 0.39518654346466064], "probs": [0.6048133969306946, 0.39518654346466064]}
|
| 49 |
+
{"index": 48, "true": 1, "pred": 1, "conf": 0.8688370585441589, "logits": [0.1311628520488739, 0.8688370585441589], "probs": [0.1311628520488739, 0.8688370585441589]}
|
| 50 |
+
{"index": 49, "true": 1, "pred": 1, "conf": 0.9387136697769165, "logits": [0.0612863264977932, 0.9387136697769165], "probs": [0.0612863264977932, 0.9387136697769165]}
|
| 51 |
+
{"index": 50, "true": 1, "pred": 1, "conf": 0.8709949851036072, "logits": [0.12900501489639282, 0.8709949851036072], "probs": [0.12900501489639282, 0.8709949851036072]}
|
| 52 |
+
{"index": 51, "true": 1, "pred": 1, "conf": 0.9325740337371826, "logits": [0.06742598116397858, 0.9325740337371826], "probs": [0.06742598116397858, 0.9325740337371826]}
|
| 53 |
+
{"index": 52, "true": 1, "pred": 1, "conf": 0.8740046620368958, "logits": [0.12599532306194305, 0.8740046620368958], "probs": [0.12599532306194305, 0.8740046620368958]}
|
| 54 |
+
{"index": 53, "true": 1, "pred": 1, "conf": 0.9879564046859741, "logits": [0.012043608352541924, 0.9879564046859741], "probs": [0.012043608352541924, 0.9879564046859741]}
|
| 55 |
+
{"index": 54, "true": 1, "pred": 1, "conf": 0.8565939664840698, "logits": [0.14340606331825256, 0.8565939664840698], "probs": [0.14340606331825256, 0.8565939664840698]}
|
| 56 |
+
{"index": 55, "true": 1, "pred": 1, "conf": 0.9328437447547913, "logits": [0.06715631484985352, 0.9328437447547913], "probs": [0.06715631484985352, 0.9328437447547913]}
|
| 57 |
+
{"index": 56, "true": 1, "pred": 0, "conf": 0.7083339691162109, "logits": [0.7083339691162109, 0.2916660010814667], "probs": [0.7083339691162109, 0.2916660010814667]}
|
| 58 |
+
{"index": 57, "true": 1, "pred": 1, "conf": 0.9811617136001587, "logits": [0.018838200718164444, 0.9811617136001587], "probs": [0.018838200718164444, 0.9811617136001587]}
|
| 59 |
+
{"index": 58, "true": 1, "pred": 1, "conf": 0.9802955985069275, "logits": [0.01970440335571766, 0.9802955985069275], "probs": [0.01970440335571766, 0.9802955985069275]}
|
| 60 |
+
{"index": 59, "true": 1, "pred": 1, "conf": 0.8492462038993835, "logits": [0.15075379610061646, 0.8492462038993835], "probs": [0.15075379610061646, 0.8492462038993835]}
|
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|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_1999/gpu_stats_la.json
ADDED
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
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|
| 3 |
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"max_memory_allocated": 1801033216,
|
| 4 |
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|
| 5 |
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"max_memory_reserved": 2566914048,
|
| 6 |
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|
| 7 |
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|
| 8 |
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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| 13 |
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|
| 14 |
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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| 22 |
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| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
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|
| 42 |
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|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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|
| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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|
| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 72 |
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|
| 73 |
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| 74 |
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| 75 |
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|
| 76 |
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| 77 |
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| 78 |
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|
| 79 |
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|
| 80 |
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|
| 81 |
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|
| 82 |
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|
| 83 |
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"num_ooms": 0,
|
| 84 |
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"num_sync_all_streams": 3,
|
| 85 |
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"oversize_allocations.allocated": 0,
|
| 86 |
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|
| 87 |
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|
| 88 |
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|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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"requested_bytes.large_pool.allocated": 2344642356608,
|
| 98 |
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"requested_bytes.large_pool.current": 858407936,
|
| 99 |
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"requested_bytes.large_pool.freed": 2343783948672,
|
| 100 |
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"requested_bytes.large_pool.peak": 1751401472,
|
| 101 |
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"requested_bytes.small_pool.allocated": 98482326584,
|
| 102 |
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"requested_bytes.small_pool.current": 3089216,
|
| 103 |
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|
| 104 |
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"requested_bytes.small_pool.peak": 22923840,
|
| 105 |
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"reserved_bytes.all.allocated": 4674551808,
|
| 106 |
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|
| 107 |
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|
| 108 |
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"reserved_bytes.all.peak": 2566914048,
|
| 109 |
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"reserved_bytes.large_pool.allocated": 4628414464,
|
| 110 |
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"reserved_bytes.large_pool.current": 2493513728,
|
| 111 |
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"reserved_bytes.large_pool.freed": 2134900736,
|
| 112 |
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"reserved_bytes.large_pool.peak": 2541748224,
|
| 113 |
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"reserved_bytes.small_pool.allocated": 46137344,
|
| 114 |
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"reserved_bytes.small_pool.current": 25165824,
|
| 115 |
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"reserved_bytes.small_pool.freed": 20971520,
|
| 116 |
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"reserved_bytes.small_pool.peak": 25165824,
|
| 117 |
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"segment.all.allocated": 277,
|
| 118 |
+
"segment.all.current": 144,
|
| 119 |
+
"segment.all.freed": 133,
|
| 120 |
+
"segment.all.peak": 148,
|
| 121 |
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"segment.large_pool.allocated": 255,
|
| 122 |
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"segment.large_pool.current": 132,
|
| 123 |
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"segment.large_pool.freed": 123,
|
| 124 |
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"segment.large_pool.peak": 136,
|
| 125 |
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"segment.small_pool.allocated": 22,
|
| 126 |
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"segment.small_pool.current": 12,
|
| 127 |
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"segment.small_pool.freed": 10,
|
| 128 |
+
"segment.small_pool.peak": 12
|
| 129 |
+
}
|
| 130 |
+
}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_3999/all_results_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"eval_accuracy": 0.8553921568627451, "eval_f1": 0.897391304347826}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_3999/eval_res_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1,408 @@
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|
| 1 |
+
{"index": 0, "true": 1, "pred": 1, "conf": 0.9976921677589417, "logits": [0.002307775430381298, 0.9976921677589417], "probs": [0.002307775430381298, 0.9976921677589417]}
|
| 2 |
+
{"index": 1, "true": 0, "pred": 0, "conf": 0.951111376285553, "logits": [0.951111376285553, 0.048888612538576126], "probs": [0.951111376285553, 0.048888612538576126]}
|
| 3 |
+
{"index": 2, "true": 0, "pred": 0, "conf": 0.577177882194519, "logits": [0.577177882194519, 0.42282208800315857], "probs": [0.577177882194519, 0.42282208800315857]}
|
| 4 |
+
{"index": 3, "true": 1, "pred": 1, "conf": 0.8736996650695801, "logits": [0.12630030512809753, 0.8736996650695801], "probs": [0.12630030512809753, 0.8736996650695801]}
|
| 5 |
+
{"index": 4, "true": 0, "pred": 0, "conf": 0.911104142665863, "logits": [0.911104142665863, 0.08889590948820114], "probs": [0.911104142665863, 0.08889590948820114]}
|
| 6 |
+
{"index": 5, "true": 1, "pred": 1, "conf": 0.9875330924987793, "logits": [0.012466950342059135, 0.9875330924987793], "probs": [0.012466950342059135, 0.9875330924987793]}
|
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|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_3999/gpu_stats_la.json
ADDED
|
@@ -0,0 +1,130 @@
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|
| 101 |
+
"requested_bytes.small_pool.allocated": 147723489876,
|
| 102 |
+
"requested_bytes.small_pool.current": 3089216,
|
| 103 |
+
"requested_bytes.small_pool.freed": 147720400660,
|
| 104 |
+
"requested_bytes.small_pool.peak": 22923840,
|
| 105 |
+
"reserved_bytes.all.allocated": 6488588288,
|
| 106 |
+
"reserved_bytes.all.current": 2518679552,
|
| 107 |
+
"reserved_bytes.all.freed": 3969908736,
|
| 108 |
+
"reserved_bytes.all.peak": 2566914048,
|
| 109 |
+
"reserved_bytes.large_pool.allocated": 6421479424,
|
| 110 |
+
"reserved_bytes.large_pool.current": 2493513728,
|
| 111 |
+
"reserved_bytes.large_pool.freed": 3927965696,
|
| 112 |
+
"reserved_bytes.large_pool.peak": 2541748224,
|
| 113 |
+
"reserved_bytes.small_pool.allocated": 67108864,
|
| 114 |
+
"reserved_bytes.small_pool.current": 25165824,
|
| 115 |
+
"reserved_bytes.small_pool.freed": 41943040,
|
| 116 |
+
"reserved_bytes.small_pool.peak": 25165824,
|
| 117 |
+
"segment.all.allocated": 392,
|
| 118 |
+
"segment.all.current": 144,
|
| 119 |
+
"segment.all.freed": 248,
|
| 120 |
+
"segment.all.peak": 148,
|
| 121 |
+
"segment.large_pool.allocated": 360,
|
| 122 |
+
"segment.large_pool.current": 132,
|
| 123 |
+
"segment.large_pool.freed": 228,
|
| 124 |
+
"segment.large_pool.peak": 136,
|
| 125 |
+
"segment.small_pool.allocated": 32,
|
| 126 |
+
"segment.small_pool.current": 12,
|
| 127 |
+
"segment.small_pool.freed": 20,
|
| 128 |
+
"segment.small_pool.peak": 12
|
| 129 |
+
}
|
| 130 |
+
}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_5999/all_results_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"eval_accuracy": 0.8602941176470589, "eval_f1": 0.8994708994708994}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_5999/eval_res_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1,408 @@
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|
| 1 |
+
{"index": 0, "true": 1, "pred": 1, "conf": 0.9990540146827698, "logits": [0.0009459644206799567, 0.9990540146827698], "probs": [0.0009459644206799567, 0.9990540146827698]}
|
| 2 |
+
{"index": 1, "true": 0, "pred": 0, "conf": 0.9710288047790527, "logits": [0.9710288047790527, 0.028971154242753983], "probs": [0.9710288047790527, 0.028971154242753983]}
|
| 3 |
+
{"index": 2, "true": 0, "pred": 0, "conf": 0.62855464220047, "logits": [0.62855464220047, 0.37144529819488525], "probs": [0.62855464220047, 0.37144529819488525]}
|
| 4 |
+
{"index": 3, "true": 1, "pred": 1, "conf": 0.8119524717330933, "logits": [0.18804745376110077, 0.8119524717330933], "probs": [0.18804745376110077, 0.8119524717330933]}
|
| 5 |
+
{"index": 4, "true": 0, "pred": 0, "conf": 0.9370585680007935, "logits": [0.9370585680007935, 0.06294140219688416], "probs": [0.9370585680007935, 0.06294140219688416]}
|
| 6 |
+
{"index": 5, "true": 1, "pred": 1, "conf": 0.9878964424133301, "logits": [0.012103484943509102, 0.9878964424133301], "probs": [0.012103484943509102, 0.9878964424133301]}
|
| 7 |
+
{"index": 6, "true": 0, "pred": 1, "conf": 0.6797312498092651, "logits": [0.32026875019073486, 0.6797312498092651], "probs": [0.32026875019073486, 0.6797312498092651]}
|
| 8 |
+
{"index": 7, "true": 1, "pred": 1, "conf": 0.668016254901886, "logits": [0.33198365569114685, 0.668016254901886], "probs": [0.33198365569114685, 0.668016254901886]}
|
| 9 |
+
{"index": 8, "true": 1, "pred": 1, "conf": 0.903775691986084, "logits": [0.09622431546449661, 0.903775691986084], "probs": [0.09622431546449661, 0.903775691986084]}
|
| 10 |
+
{"index": 9, "true": 1, "pred": 1, "conf": 0.7608118653297424, "logits": [0.23918816447257996, 0.7608118653297424], "probs": [0.23918816447257996, 0.7608118653297424]}
|
| 11 |
+
{"index": 10, "true": 1, "pred": 1, "conf": 0.946735143661499, "logits": [0.053264882415533066, 0.946735143661499], "probs": [0.053264882415533066, 0.946735143661499]}
|
| 12 |
+
{"index": 11, "true": 0, "pred": 0, "conf": 0.8710046410560608, "logits": [0.8710046410560608, 0.12899526953697205], "probs": [0.8710046410560608, 0.12899526953697205]}
|
| 13 |
+
{"index": 12, "true": 0, "pred": 0, "conf": 0.9350908398628235, "logits": [0.9350908398628235, 0.06490913778543472], "probs": [0.9350908398628235, 0.06490913778543472]}
|
| 14 |
+
{"index": 13, "true": 1, "pred": 1, "conf": 0.9845536351203918, "logits": [0.015446350909769535, 0.9845536351203918], "probs": [0.015446350909769535, 0.9845536351203918]}
|
| 15 |
+
{"index": 14, "true": 1, "pred": 1, "conf": 0.9929127097129822, "logits": [0.007087279576808214, 0.9929127097129822], "probs": [0.007087279576808214, 0.9929127097129822]}
|
| 16 |
+
{"index": 15, "true": 1, "pred": 1, "conf": 0.6001968383789062, "logits": [0.399803102016449, 0.6001968383789062], "probs": [0.399803102016449, 0.6001968383789062]}
|
| 17 |
+
{"index": 16, "true": 1, "pred": 1, "conf": 0.9887862801551819, "logits": [0.011213601566851139, 0.9887862801551819], "probs": [0.011213601566851139, 0.9887862801551819]}
|
| 18 |
+
{"index": 17, "true": 0, "pred": 0, "conf": 0.7234505414962769, "logits": [0.7234505414962769, 0.27654939889907837], "probs": [0.7234505414962769, 0.27654939889907837]}
|
| 19 |
+
{"index": 18, "true": 1, "pred": 1, "conf": 0.9961472153663635, "logits": [0.0038527450524270535, 0.9961472153663635], "probs": [0.0038527450524270535, 0.9961472153663635]}
|
| 20 |
+
{"index": 19, "true": 0, "pred": 0, "conf": 0.5856487154960632, "logits": [0.5856487154960632, 0.414351224899292], "probs": [0.5856487154960632, 0.414351224899292]}
|
| 21 |
+
{"index": 20, "true": 0, "pred": 0, "conf": 0.7973815202713013, "logits": [0.7973815202713013, 0.20261849462985992], "probs": [0.7973815202713013, 0.20261849462985992]}
|
| 22 |
+
{"index": 21, "true": 1, "pred": 0, "conf": 0.581390917301178, "logits": [0.581390917301178, 0.41860905289649963], "probs": [0.581390917301178, 0.41860905289649963]}
|
| 23 |
+
{"index": 22, "true": 0, "pred": 0, "conf": 0.8342831134796143, "logits": [0.8342831134796143, 0.16571685671806335], "probs": [0.8342831134796143, 0.16571685671806335]}
|
| 24 |
+
{"index": 23, "true": 1, "pred": 1, "conf": 0.997764527797699, "logits": [0.0022354701068252325, 0.997764527797699], "probs": [0.0022354701068252325, 0.997764527797699]}
|
| 25 |
+
{"index": 24, "true": 1, "pred": 1, "conf": 0.9347428679466248, "logits": [0.06525709480047226, 0.9347428679466248], "probs": [0.06525709480047226, 0.9347428679466248]}
|
| 26 |
+
{"index": 25, "true": 1, "pred": 0, "conf": 0.5048748254776001, "logits": [0.5048748254776001, 0.4951251149177551], "probs": [0.5048748254776001, 0.4951251149177551]}
|
| 27 |
+
{"index": 26, "true": 0, "pred": 0, "conf": 0.5428168177604675, "logits": [0.5428168177604675, 0.4571831524372101], "probs": [0.5428168177604675, 0.4571831524372101]}
|
| 28 |
+
{"index": 27, "true": 1, "pred": 1, "conf": 0.9997934699058533, "logits": [0.00020649841462727636, 0.9997934699058533], "probs": [0.00020649841462727636, 0.9997934699058533]}
|
| 29 |
+
{"index": 28, "true": 1, "pred": 1, "conf": 0.8280368447303772, "logits": [0.17196306586265564, 0.8280368447303772], "probs": [0.17196306586265564, 0.8280368447303772]}
|
| 30 |
+
{"index": 29, "true": 1, "pred": 1, "conf": 0.9956385493278503, "logits": [0.00436144694685936, 0.9956385493278503], "probs": [0.00436144694685936, 0.9956385493278503]}
|
| 31 |
+
{"index": 30, "true": 0, "pred": 1, "conf": 0.6342129707336426, "logits": [0.3657870292663574, 0.6342129707336426], "probs": [0.3657870292663574, 0.6342129707336426]}
|
| 32 |
+
{"index": 31, "true": 1, "pred": 1, "conf": 0.9992409944534302, "logits": [0.0007589568267576396, 0.9992409944534302], "probs": [0.0007589568267576396, 0.9992409944534302]}
|
| 33 |
+
{"index": 32, "true": 1, "pred": 1, "conf": 0.5894569158554077, "logits": [0.4105430841445923, 0.5894569158554077], "probs": [0.4105430841445923, 0.5894569158554077]}
|
| 34 |
+
{"index": 33, "true": 1, "pred": 1, "conf": 0.6489940285682678, "logits": [0.3510059416294098, 0.6489940285682678], "probs": [0.3510059416294098, 0.6489940285682678]}
|
| 35 |
+
{"index": 34, "true": 1, "pred": 1, "conf": 0.9998255968093872, "logits": [0.00017442884563934058, 0.9998255968093872], "probs": [0.00017442884563934058, 0.9998255968093872]}
|
| 36 |
+
{"index": 35, "true": 0, "pred": 1, "conf": 0.6826511025428772, "logits": [0.3173488676548004, 0.6826511025428772], "probs": [0.3173488676548004, 0.6826511025428772]}
|
| 37 |
+
{"index": 36, "true": 0, "pred": 0, "conf": 0.9667441844940186, "logits": [0.9667441844940186, 0.03325578570365906], "probs": [0.9667441844940186, 0.03325578570365906]}
|
| 38 |
+
{"index": 37, "true": 0, "pred": 0, "conf": 0.850837767124176, "logits": [0.850837767124176, 0.1491621732711792], "probs": [0.850837767124176, 0.1491621732711792]}
|
| 39 |
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| 397 |
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| 398 |
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| 399 |
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|
| 400 |
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|
| 401 |
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|
| 402 |
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|
| 403 |
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|
| 404 |
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|
| 405 |
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|
| 406 |
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|
| 407 |
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|
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|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_5999/gpu_stats_la.json
ADDED
|
@@ -0,0 +1,130 @@
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| 1 |
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| 129 |
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|
| 130 |
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}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_7999/all_results_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"eval_accuracy": 0.8529411764705882, "eval_f1": 0.8928571428571429}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_7999/eval_res_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1,408 @@
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| 1 |
+
{"index": 0, "true": 1, "pred": 1, "conf": 0.9990100264549255, "logits": [0.0009899403667077422, 0.9990100264549255], "probs": [0.0009899403667077422, 0.9990100264549255]}
|
| 2 |
+
{"index": 1, "true": 0, "pred": 0, "conf": 0.9890336990356445, "logits": [0.9890336990356445, 0.010966264642775059], "probs": [0.9890336990356445, 0.010966264642775059]}
|
| 3 |
+
{"index": 2, "true": 0, "pred": 0, "conf": 0.7140323519706726, "logits": [0.7140323519706726, 0.285967618227005], "probs": [0.7140323519706726, 0.285967618227005]}
|
| 4 |
+
{"index": 3, "true": 1, "pred": 1, "conf": 0.840276837348938, "logits": [0.159723162651062, 0.840276837348938], "probs": [0.159723162651062, 0.840276837348938]}
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| 5 |
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{"index": 4, "true": 0, "pred": 0, "conf": 0.9580053091049194, "logits": [0.9580053091049194, 0.04199467971920967], "probs": [0.9580053091049194, 0.04199467971920967]}
|
| 6 |
+
{"index": 5, "true": 1, "pred": 1, "conf": 0.98611980676651, "logits": [0.013880165293812752, 0.98611980676651], "probs": [0.013880165293812752, 0.98611980676651]}
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| 7 |
+
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|
| 8 |
+
{"index": 7, "true": 1, "pred": 1, "conf": 0.6701974868774414, "logits": [0.329802542924881, 0.6701974868774414], "probs": [0.329802542924881, 0.6701974868774414]}
|
| 9 |
+
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| 10 |
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|
| 11 |
+
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|
| 12 |
+
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
+
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| 23 |
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| 24 |
+
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| 25 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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| 30 |
+
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| 31 |
+
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| 32 |
+
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|
| 33 |
+
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|
| 34 |
+
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| 35 |
+
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| 36 |
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| 37 |
+
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| 38 |
+
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| 39 |
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| 40 |
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|
| 41 |
+
{"index": 40, "true": 0, "pred": 1, "conf": 0.7392113208770752, "logits": [0.2607886791229248, 0.7392113208770752], "probs": [0.2607886791229248, 0.7392113208770752]}
|
| 42 |
+
{"index": 41, "true": 1, "pred": 1, "conf": 0.9776550531387329, "logits": [0.022344909608364105, 0.9776550531387329], "probs": [0.022344909608364105, 0.9776550531387329]}
|
| 43 |
+
{"index": 42, "true": 0, "pred": 0, "conf": 0.8655354380607605, "logits": [0.8655354380607605, 0.13446450233459473], "probs": [0.8655354380607605, 0.13446450233459473]}
|
| 44 |
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{"index": 43, "true": 0, "pred": 0, "conf": 0.9872867465019226, "logits": [0.9872867465019226, 0.012713149189949036], "probs": [0.9872867465019226, 0.012713149189949036]}
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| 45 |
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{"index": 44, "true": 0, "pred": 0, "conf": 0.729159414768219, "logits": [0.729159414768219, 0.27084049582481384], "probs": [0.729159414768219, 0.27084049582481384]}
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| 46 |
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{"index": 45, "true": 1, "pred": 1, "conf": 0.982776939868927, "logits": [0.017223022878170013, 0.982776939868927], "probs": [0.017223022878170013, 0.982776939868927]}
|
| 47 |
+
{"index": 46, "true": 1, "pred": 1, "conf": 0.982734739780426, "logits": [0.017265217378735542, 0.982734739780426], "probs": [0.017265217378735542, 0.982734739780426]}
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| 48 |
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{"index": 47, "true": 0, "pred": 0, "conf": 0.9103526473045349, "logits": [0.9103526473045349, 0.08964739739894867], "probs": [0.9103526473045349, 0.08964739739894867]}
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| 49 |
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{"index": 48, "true": 1, "pred": 1, "conf": 0.9590862393379211, "logits": [0.04091377183794975, 0.9590862393379211], "probs": [0.04091377183794975, 0.9590862393379211]}
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| 50 |
+
{"index": 49, "true": 1, "pred": 1, "conf": 0.9950991868972778, "logits": [0.004900822415947914, 0.9950991868972778], "probs": [0.004900822415947914, 0.9950991868972778]}
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| 51 |
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{"index": 50, "true": 1, "pred": 1, "conf": 0.9949537515640259, "logits": [0.005046292673796415, 0.9949537515640259], "probs": [0.005046292673796415, 0.9949537515640259]}
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| 52 |
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{"index": 51, "true": 1, "pred": 1, "conf": 0.9982666373252869, "logits": [0.0017333605792373419, 0.9982666373252869], "probs": [0.0017333605792373419, 0.9982666373252869]}
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| 53 |
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{"index": 52, "true": 1, "pred": 1, "conf": 0.9707645177841187, "logits": [0.029235420748591423, 0.9707645177841187], "probs": [0.029235420748591423, 0.9707645177841187]}
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| 54 |
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{"index": 53, "true": 1, "pred": 1, "conf": 0.999006986618042, "logits": [0.00099296891130507, 0.999006986618042], "probs": [0.00099296891130507, 0.999006986618042]}
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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{"index": 57, "true": 1, "pred": 1, "conf": 0.9990808963775635, "logits": [0.0009189948905259371, 0.9990808963775635], "probs": [0.0009189948905259371, 0.9990808963775635]}
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| 59 |
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{"index": 58, "true": 1, "pred": 1, "conf": 0.9992521405220032, "logits": [0.0007477781618945301, 0.9992521405220032], "probs": [0.0007477781618945301, 0.9992521405220032]}
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| 60 |
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| 61 |
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| 62 |
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| 63 |
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{"index": 62, "true": 1, "pred": 1, "conf": 0.9990756511688232, "logits": [0.0009243413805961609, 0.9990756511688232], "probs": [0.0009243413805961609, 0.9990756511688232]}
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| 64 |
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| 65 |
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| 66 |
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| 67 |
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{"index": 66, "true": 1, "pred": 1, "conf": 0.9995018243789673, "logits": [0.0004981638048775494, 0.9995018243789673], "probs": [0.0004981638048775494, 0.9995018243789673]}
|
| 68 |
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| 69 |
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| 70 |
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| 71 |
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|
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|
| 400 |
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|
| 401 |
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| 402 |
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|
| 403 |
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|
| 404 |
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{"index": 403, "true": 0, "pred": 0, "conf": 0.9484554529190063, "logits": [0.9484554529190063, 0.05154458060860634], "probs": [0.9484554529190063, 0.05154458060860634]}
|
| 405 |
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|
| 406 |
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|
| 407 |
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|
| 408 |
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|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_7999/gpu_stats_la.json
ADDED
|
@@ -0,0 +1,130 @@
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| 1 |
+
{
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| 2 |
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| 3 |
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| 4 |
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"memory_reserved": 2518679552,
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| 5 |
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| 6 |
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"memory_stats": {
|
| 7 |
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|
| 8 |
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| 9 |
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| 10 |
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"active.all.peak": 961,
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| 11 |
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| 12 |
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| 14 |
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| 15 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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"active_bytes.large_pool.peak": 1789513728,
|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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"active_bytes.small_pool.peak": 23052800,
|
| 31 |
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"allocated_bytes.all.allocated": 6315856716288,
|
| 32 |
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"allocated_bytes.all.current": 884927488,
|
| 33 |
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|
| 34 |
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"allocated_bytes.all.peak": 1802644992,
|
| 35 |
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"allocated_bytes.large_pool.allocated": 6069025942528,
|
| 36 |
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|
| 37 |
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|
| 38 |
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"allocated_bytes.large_pool.peak": 1789513728,
|
| 39 |
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"allocated_bytes.small_pool.allocated": 246830773760,
|
| 40 |
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|
| 41 |
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|
| 42 |
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"allocated_bytes.small_pool.peak": 23052800,
|
| 43 |
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|
| 44 |
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|
| 45 |
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|
| 46 |
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|
| 47 |
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|
| 48 |
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| 49 |
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|
| 50 |
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|
| 51 |
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| 52 |
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|
| 53 |
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|
| 54 |
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|
| 55 |
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|
| 56 |
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|
| 57 |
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|
| 58 |
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|
| 59 |
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|
| 60 |
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|
| 61 |
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|
| 62 |
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|
| 63 |
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|
| 64 |
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|
| 65 |
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|
| 66 |
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| 67 |
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| 68 |
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| 69 |
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| 70 |
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| 71 |
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| 73 |
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| 75 |
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| 77 |
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| 78 |
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"inactive_split_bytes.small_pool.peak": 6775808,
|
| 79 |
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"max_split_size": -1,
|
| 80 |
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"num_alloc_retries": 0,
|
| 81 |
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"num_device_alloc": 623,
|
| 82 |
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"num_device_free": 479,
|
| 83 |
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"num_ooms": 0,
|
| 84 |
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"num_sync_all_streams": 9,
|
| 85 |
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"oversize_allocations.allocated": 0,
|
| 86 |
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"oversize_allocations.current": 0,
|
| 87 |
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"oversize_allocations.freed": 0,
|
| 88 |
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"oversize_allocations.peak": 0,
|
| 89 |
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"oversize_segments.allocated": 0,
|
| 90 |
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"oversize_segments.current": 0,
|
| 91 |
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|
| 92 |
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"oversize_segments.peak": 0,
|
| 93 |
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"requested_bytes.all.allocated": 6107786148940,
|
| 94 |
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"requested_bytes.all.current": 861497152,
|
| 95 |
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"requested_bytes.all.freed": 6106924651788,
|
| 96 |
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"requested_bytes.all.peak": 1764440384,
|
| 97 |
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"requested_bytes.large_pool.allocated": 5861580332480,
|
| 98 |
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"requested_bytes.large_pool.current": 858407936,
|
| 99 |
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"requested_bytes.large_pool.freed": 5860721924544,
|
| 100 |
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"requested_bytes.large_pool.peak": 1751401472,
|
| 101 |
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"requested_bytes.small_pool.allocated": 246205816460,
|
| 102 |
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"requested_bytes.small_pool.current": 3089216,
|
| 103 |
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"requested_bytes.small_pool.freed": 246202727244,
|
| 104 |
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"requested_bytes.small_pool.peak": 22923840,
|
| 105 |
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"reserved_bytes.all.allocated": 10122952704,
|
| 106 |
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"reserved_bytes.all.current": 2518679552,
|
| 107 |
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"reserved_bytes.all.freed": 7604273152,
|
| 108 |
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"reserved_bytes.all.peak": 2566914048,
|
| 109 |
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"reserved_bytes.large_pool.allocated": 10013900800,
|
| 110 |
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"reserved_bytes.large_pool.current": 2493513728,
|
| 111 |
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"reserved_bytes.large_pool.freed": 7520387072,
|
| 112 |
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"reserved_bytes.large_pool.peak": 2541748224,
|
| 113 |
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"reserved_bytes.small_pool.allocated": 109051904,
|
| 114 |
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"reserved_bytes.small_pool.current": 25165824,
|
| 115 |
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"reserved_bytes.small_pool.freed": 83886080,
|
| 116 |
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"reserved_bytes.small_pool.peak": 25165824,
|
| 117 |
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"segment.all.allocated": 623,
|
| 118 |
+
"segment.all.current": 144,
|
| 119 |
+
"segment.all.freed": 479,
|
| 120 |
+
"segment.all.peak": 148,
|
| 121 |
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"segment.large_pool.allocated": 571,
|
| 122 |
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"segment.large_pool.current": 132,
|
| 123 |
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"segment.large_pool.freed": 439,
|
| 124 |
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"segment.large_pool.peak": 136,
|
| 125 |
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"segment.small_pool.allocated": 52,
|
| 126 |
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"segment.small_pool.current": 12,
|
| 127 |
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"segment.small_pool.freed": 40,
|
| 128 |
+
"segment.small_pool.peak": 12
|
| 129 |
+
}
|
| 130 |
+
}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_9999/all_results_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"eval_accuracy": 0.8627450980392157, "eval_f1": 0.901060070671378}
|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_9999/eval_res_la_kron_all_homo_mc_corr_1000.json
ADDED
|
@@ -0,0 +1,408 @@
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|
| 1 |
+
{"index": 0, "true": 1, "pred": 1, "conf": 0.9994245171546936, "logits": [0.0005754687008447945, 0.9994245171546936], "probs": [0.0005754687008447945, 0.9994245171546936]}
|
| 2 |
+
{"index": 1, "true": 0, "pred": 0, "conf": 0.9879544973373413, "logits": [0.9879544973373413, 0.01204547006636858], "probs": [0.9879544973373413, 0.01204547006636858]}
|
| 3 |
+
{"index": 2, "true": 0, "pred": 0, "conf": 0.6622552275657654, "logits": [0.6622552275657654, 0.33774474263191223], "probs": [0.6622552275657654, 0.33774474263191223]}
|
| 4 |
+
{"index": 3, "true": 1, "pred": 1, "conf": 0.8741539716720581, "logits": [0.1258460283279419, 0.8741539716720581], "probs": [0.1258460283279419, 0.8741539716720581]}
|
| 5 |
+
{"index": 4, "true": 0, "pred": 0, "conf": 0.9576784372329712, "logits": [0.9576784372329712, 0.04232150316238403], "probs": [0.9576784372329712, 0.04232150316238403]}
|
| 6 |
+
{"index": 5, "true": 1, "pred": 1, "conf": 0.9895296096801758, "logits": [0.010470371693372726, 0.9895296096801758], "probs": [0.010470371693372726, 0.9895296096801758]}
|
| 7 |
+
{"index": 6, "true": 0, "pred": 1, "conf": 0.7045919895172119, "logits": [0.2954079508781433, 0.7045919895172119], "probs": [0.2954079508781433, 0.7045919895172119]}
|
| 8 |
+
{"index": 7, "true": 1, "pred": 1, "conf": 0.7208309173583984, "logits": [0.27916911244392395, 0.7208309173583984], "probs": [0.27916911244392395, 0.7208309173583984]}
|
| 9 |
+
{"index": 8, "true": 1, "pred": 1, "conf": 0.889970600605011, "logits": [0.11002939194440842, 0.889970600605011], "probs": [0.11002939194440842, 0.889970600605011]}
|
| 10 |
+
{"index": 9, "true": 1, "pred": 1, "conf": 0.826392650604248, "logits": [0.17360736429691315, 0.826392650604248], "probs": [0.17360736429691315, 0.826392650604248]}
|
| 11 |
+
{"index": 10, "true": 1, "pred": 1, "conf": 0.9509385824203491, "logits": [0.04906149208545685, 0.9509385824203491], "probs": [0.04906149208545685, 0.9509385824203491]}
|
| 12 |
+
{"index": 11, "true": 0, "pred": 0, "conf": 0.9168784022331238, "logits": [0.9168784022331238, 0.08312155306339264], "probs": [0.9168784022331238, 0.08312155306339264]}
|
| 13 |
+
{"index": 12, "true": 0, "pred": 0, "conf": 0.9454672932624817, "logits": [0.9454672932624817, 0.054532721638679504], "probs": [0.9454672932624817, 0.054532721638679504]}
|
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|
outputs/mrpc/roberta-base_loratrain_val_8_16_0.1_5e-05_65_8_10000/step_9999/gpu_stats_la.json
ADDED
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@@ -0,0 +1,130 @@
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