finetune-instance-segmentation-mini-mask2former_augmentation_default_backboneFrozen
/
trainer_state.json
| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 10.0, | |
| "eval_steps": 500, | |
| "global_step": 910, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 105.08906555175781, | |
| "learning_rate": 1e-05, | |
| "loss": 53.1072, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 35.81465530395508, | |
| "eval_map": 0.0329, | |
| "eval_map_50": 0.0466, | |
| "eval_map_75": 0.0372, | |
| "eval_map_Angular Leafspot": 0.0011, | |
| "eval_map_Anthracnose Fruit Rot": 0.0005, | |
| "eval_map_Blossom Blight": 0.0005, | |
| "eval_map_Gray Mold": 0.1032, | |
| "eval_map_Leaf Spot": 0.0595, | |
| "eval_map_Powdery Mildew Fruit": 0.0003, | |
| "eval_map_Powdery Mildew Leaf": 0.0653, | |
| "eval_map_large": 0.052, | |
| "eval_map_medium": 0.0194, | |
| "eval_map_small": 0.0, | |
| "eval_mar_1": 0.0866, | |
| "eval_mar_10": 0.2227, | |
| "eval_mar_100": 0.2877, | |
| "eval_mar_100_Angular Leafspot": 0.0577, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.0353, | |
| "eval_mar_100_Blossom Blight": 0.0455, | |
| "eval_mar_100_Gray Mold": 0.3204, | |
| "eval_mar_100_Leaf Spot": 0.7537, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.0611, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.74, | |
| "eval_mar_large": 0.3315, | |
| "eval_mar_medium": 0.1691, | |
| "eval_mar_small": 0.0, | |
| "eval_runtime": 122.3365, | |
| "eval_samples_per_second": 2.509, | |
| "eval_steps_per_second": 0.319, | |
| "step": 91 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 148.33949279785156, | |
| "learning_rate": 1e-05, | |
| "loss": 31.9378, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 31.1507568359375, | |
| "eval_map": 0.146, | |
| "eval_map_50": 0.1929, | |
| "eval_map_75": 0.1592, | |
| "eval_map_Angular Leafspot": 0.0361, | |
| "eval_map_Anthracnose Fruit Rot": 0.0012, | |
| "eval_map_Blossom Blight": 0.0142, | |
| "eval_map_Gray Mold": 0.2208, | |
| "eval_map_Leaf Spot": 0.4042, | |
| "eval_map_Powdery Mildew Fruit": 0.0017, | |
| "eval_map_Powdery Mildew Leaf": 0.3436, | |
| "eval_map_large": 0.1944, | |
| "eval_map_medium": 0.0603, | |
| "eval_map_small": 0.0002, | |
| "eval_mar_1": 0.1728, | |
| "eval_mar_10": 0.3353, | |
| "eval_mar_100": 0.3875, | |
| "eval_mar_100_Angular Leafspot": 0.1942, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.0353, | |
| "eval_mar_100_Blossom Blight": 0.1909, | |
| "eval_mar_100_Gray Mold": 0.5352, | |
| "eval_mar_100_Leaf Spot": 0.8455, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.1222, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.7894, | |
| "eval_mar_large": 0.456, | |
| "eval_mar_medium": 0.2558, | |
| "eval_mar_small": 0.05, | |
| "eval_runtime": 93.8681, | |
| "eval_samples_per_second": 3.271, | |
| "eval_steps_per_second": 0.415, | |
| "step": 182 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 187.58065795898438, | |
| "learning_rate": 1e-05, | |
| "loss": 28.4456, | |
| "step": 273 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 27.9586181640625, | |
| "eval_map": 0.2437, | |
| "eval_map_50": 0.3525, | |
| "eval_map_75": 0.2638, | |
| "eval_map_Angular Leafspot": 0.0633, | |
| "eval_map_Anthracnose Fruit Rot": 0.0105, | |
| "eval_map_Blossom Blight": 0.297, | |
| "eval_map_Gray Mold": 0.3008, | |
| "eval_map_Leaf Spot": 0.5844, | |
| "eval_map_Powdery Mildew Fruit": 0.0137, | |
| "eval_map_Powdery Mildew Leaf": 0.4367, | |
| "eval_map_large": 0.2879, | |
| "eval_map_medium": 0.1252, | |
| "eval_map_small": 0.0043, | |
| "eval_mar_1": 0.2934, | |
| "eval_mar_10": 0.5682, | |
| "eval_mar_100": 0.6154, | |
| "eval_mar_100_Angular Leafspot": 0.55, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.1824, | |
| "eval_mar_100_Blossom Blight": 0.5682, | |
| "eval_mar_100_Gray Mold": 0.6528, | |
| "eval_mar_100_Leaf Spot": 0.8805, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.6778, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.7961, | |
| "eval_mar_large": 0.695, | |
| "eval_mar_medium": 0.4384, | |
| "eval_mar_small": 0.15, | |
| "eval_runtime": 98.92, | |
| "eval_samples_per_second": 3.104, | |
| "eval_steps_per_second": 0.394, | |
| "step": 273 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 75.17947387695312, | |
| "learning_rate": 1e-05, | |
| "loss": 25.1946, | |
| "step": 364 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 25.44976234436035, | |
| "eval_map": 0.2996, | |
| "eval_map_50": 0.4292, | |
| "eval_map_75": 0.3245, | |
| "eval_map_Angular Leafspot": 0.0876, | |
| "eval_map_Anthracnose Fruit Rot": 0.0309, | |
| "eval_map_Blossom Blight": 0.4503, | |
| "eval_map_Gray Mold": 0.3582, | |
| "eval_map_Leaf Spot": 0.6635, | |
| "eval_map_Powdery Mildew Fruit": 0.0214, | |
| "eval_map_Powdery Mildew Leaf": 0.4852, | |
| "eval_map_large": 0.3718, | |
| "eval_map_medium": 0.1635, | |
| "eval_map_small": 0.0868, | |
| "eval_mar_1": 0.315, | |
| "eval_mar_10": 0.6344, | |
| "eval_mar_100": 0.6812, | |
| "eval_mar_100_Angular Leafspot": 0.5827, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.4, | |
| "eval_mar_100_Blossom Blight": 0.6591, | |
| "eval_mar_100_Gray Mold": 0.6889, | |
| "eval_mar_100_Leaf Spot": 0.8946, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.7333, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.8098, | |
| "eval_mar_large": 0.7494, | |
| "eval_mar_medium": 0.5052, | |
| "eval_mar_small": 0.45, | |
| "eval_runtime": 115.3998, | |
| "eval_samples_per_second": 2.66, | |
| "eval_steps_per_second": 0.338, | |
| "step": 364 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 59.11121368408203, | |
| "learning_rate": 1e-05, | |
| "loss": 23.2545, | |
| "step": 455 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_loss": 23.89641571044922, | |
| "eval_map": 0.3353, | |
| "eval_map_50": 0.4803, | |
| "eval_map_75": 0.3614, | |
| "eval_map_Angular Leafspot": 0.1005, | |
| "eval_map_Anthracnose Fruit Rot": 0.0936, | |
| "eval_map_Blossom Blight": 0.5137, | |
| "eval_map_Gray Mold": 0.4064, | |
| "eval_map_Leaf Spot": 0.675, | |
| "eval_map_Powdery Mildew Fruit": 0.038, | |
| "eval_map_Powdery Mildew Leaf": 0.5196, | |
| "eval_map_large": 0.4087, | |
| "eval_map_medium": 0.19, | |
| "eval_map_small": 0.1095, | |
| "eval_mar_1": 0.3296, | |
| "eval_mar_10": 0.672, | |
| "eval_mar_100": 0.7218, | |
| "eval_mar_100_Angular Leafspot": 0.6288, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.5235, | |
| "eval_mar_100_Blossom Blight": 0.6909, | |
| "eval_mar_100_Gray Mold": 0.6972, | |
| "eval_mar_100_Leaf Spot": 0.9019, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.7833, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.8267, | |
| "eval_mar_large": 0.7931, | |
| "eval_mar_medium": 0.5347, | |
| "eval_mar_small": 0.4, | |
| "eval_runtime": 134.0552, | |
| "eval_samples_per_second": 2.29, | |
| "eval_steps_per_second": 0.291, | |
| "step": 455 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 58.73693084716797, | |
| "learning_rate": 1e-05, | |
| "loss": 21.9945, | |
| "step": 546 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_loss": 22.50067138671875, | |
| "eval_map": 0.366, | |
| "eval_map_50": 0.5185, | |
| "eval_map_75": 0.3862, | |
| "eval_map_Angular Leafspot": 0.1146, | |
| "eval_map_Anthracnose Fruit Rot": 0.1253, | |
| "eval_map_Blossom Blight": 0.578, | |
| "eval_map_Gray Mold": 0.4334, | |
| "eval_map_Leaf Spot": 0.701, | |
| "eval_map_Powdery Mildew Fruit": 0.0576, | |
| "eval_map_Powdery Mildew Leaf": 0.5525, | |
| "eval_map_large": 0.4397, | |
| "eval_map_medium": 0.2226, | |
| "eval_map_small": 0.1667, | |
| "eval_mar_1": 0.3526, | |
| "eval_mar_10": 0.6857, | |
| "eval_mar_100": 0.729, | |
| "eval_mar_100_Angular Leafspot": 0.6788, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.5294, | |
| "eval_mar_100_Blossom Blight": 0.7114, | |
| "eval_mar_100_Gray Mold": 0.7, | |
| "eval_mar_100_Leaf Spot": 0.9082, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.75, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.8255, | |
| "eval_mar_large": 0.8134, | |
| "eval_mar_medium": 0.5301, | |
| "eval_mar_small": 0.4, | |
| "eval_runtime": 103.7655, | |
| "eval_samples_per_second": 2.959, | |
| "eval_steps_per_second": 0.376, | |
| "step": 546 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 159.16397094726562, | |
| "learning_rate": 1e-05, | |
| "loss": 20.5361, | |
| "step": 637 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_loss": 21.466320037841797, | |
| "eval_map": 0.383, | |
| "eval_map_50": 0.5312, | |
| "eval_map_75": 0.4124, | |
| "eval_map_Angular Leafspot": 0.1369, | |
| "eval_map_Anthracnose Fruit Rot": 0.1323, | |
| "eval_map_Blossom Blight": 0.5833, | |
| "eval_map_Gray Mold": 0.449, | |
| "eval_map_Leaf Spot": 0.7275, | |
| "eval_map_Powdery Mildew Fruit": 0.0821, | |
| "eval_map_Powdery Mildew Leaf": 0.5701, | |
| "eval_map_large": 0.4501, | |
| "eval_map_medium": 0.2354, | |
| "eval_map_small": 0.3, | |
| "eval_mar_1": 0.3424, | |
| "eval_mar_10": 0.6987, | |
| "eval_mar_100": 0.7456, | |
| "eval_mar_100_Angular Leafspot": 0.7, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.5941, | |
| "eval_mar_100_Blossom Blight": 0.7227, | |
| "eval_mar_100_Gray Mold": 0.7111, | |
| "eval_mar_100_Leaf Spot": 0.9097, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.75, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.8318, | |
| "eval_mar_large": 0.8183, | |
| "eval_mar_medium": 0.5526, | |
| "eval_mar_small": 0.4, | |
| "eval_runtime": 114.6089, | |
| "eval_samples_per_second": 2.679, | |
| "eval_steps_per_second": 0.34, | |
| "step": 637 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 71.9360580444336, | |
| "learning_rate": 1e-05, | |
| "loss": 19.5394, | |
| "step": 728 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 20.5816593170166, | |
| "eval_map": 0.4007, | |
| "eval_map_50": 0.5596, | |
| "eval_map_75": 0.4369, | |
| "eval_map_Angular Leafspot": 0.1224, | |
| "eval_map_Anthracnose Fruit Rot": 0.161, | |
| "eval_map_Blossom Blight": 0.5924, | |
| "eval_map_Gray Mold": 0.4677, | |
| "eval_map_Leaf Spot": 0.7382, | |
| "eval_map_Powdery Mildew Fruit": 0.1318, | |
| "eval_map_Powdery Mildew Leaf": 0.5918, | |
| "eval_map_large": 0.4733, | |
| "eval_map_medium": 0.2559, | |
| "eval_map_small": 0.3, | |
| "eval_mar_1": 0.3649, | |
| "eval_mar_10": 0.7059, | |
| "eval_mar_100": 0.7526, | |
| "eval_mar_100_Angular Leafspot": 0.6923, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.6059, | |
| "eval_mar_100_Blossom Blight": 0.7205, | |
| "eval_mar_100_Gray Mold": 0.7204, | |
| "eval_mar_100_Leaf Spot": 0.9179, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.7722, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.8388, | |
| "eval_mar_large": 0.8147, | |
| "eval_mar_medium": 0.5733, | |
| "eval_mar_small": 0.4, | |
| "eval_runtime": 131.744, | |
| "eval_samples_per_second": 2.33, | |
| "eval_steps_per_second": 0.296, | |
| "step": 728 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 127.64286804199219, | |
| "learning_rate": 1e-05, | |
| "loss": 18.9893, | |
| "step": 819 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_loss": 20.012418746948242, | |
| "eval_map": 0.4102, | |
| "eval_map_50": 0.5697, | |
| "eval_map_75": 0.4529, | |
| "eval_map_Angular Leafspot": 0.1426, | |
| "eval_map_Anthracnose Fruit Rot": 0.1322, | |
| "eval_map_Blossom Blight": 0.6233, | |
| "eval_map_Gray Mold": 0.4696, | |
| "eval_map_Leaf Spot": 0.7467, | |
| "eval_map_Powdery Mildew Fruit": 0.1517, | |
| "eval_map_Powdery Mildew Leaf": 0.6049, | |
| "eval_map_large": 0.478, | |
| "eval_map_medium": 0.266, | |
| "eval_map_small": 0.3, | |
| "eval_mar_1": 0.3705, | |
| "eval_mar_10": 0.7166, | |
| "eval_mar_100": 0.7613, | |
| "eval_mar_100_Angular Leafspot": 0.7, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.6412, | |
| "eval_mar_100_Blossom Blight": 0.7409, | |
| "eval_mar_100_Gray Mold": 0.7194, | |
| "eval_mar_100_Leaf Spot": 0.9195, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.7667, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.8416, | |
| "eval_mar_large": 0.8326, | |
| "eval_mar_medium": 0.5824, | |
| "eval_mar_small": 0.4, | |
| "eval_runtime": 122.5296, | |
| "eval_samples_per_second": 2.506, | |
| "eval_steps_per_second": 0.318, | |
| "step": 819 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "grad_norm": 117.18335723876953, | |
| "learning_rate": 1e-05, | |
| "loss": 18.3583, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_loss": 19.55974006652832, | |
| "eval_map": 0.4279, | |
| "eval_map_50": 0.592, | |
| "eval_map_75": 0.476, | |
| "eval_map_Angular Leafspot": 0.162, | |
| "eval_map_Anthracnose Fruit Rot": 0.1562, | |
| "eval_map_Blossom Blight": 0.6367, | |
| "eval_map_Gray Mold": 0.4846, | |
| "eval_map_Leaf Spot": 0.7665, | |
| "eval_map_Powdery Mildew Fruit": 0.1744, | |
| "eval_map_Powdery Mildew Leaf": 0.6152, | |
| "eval_map_large": 0.4955, | |
| "eval_map_medium": 0.2838, | |
| "eval_map_small": 0.3002, | |
| "eval_mar_1": 0.3752, | |
| "eval_mar_10": 0.7188, | |
| "eval_mar_100": 0.7682, | |
| "eval_mar_100_Angular Leafspot": 0.7154, | |
| "eval_mar_100_Anthracnose Fruit Rot": 0.6118, | |
| "eval_mar_100_Blossom Blight": 0.7455, | |
| "eval_mar_100_Gray Mold": 0.7259, | |
| "eval_mar_100_Leaf Spot": 0.9253, | |
| "eval_mar_100_Powdery Mildew Fruit": 0.8056, | |
| "eval_mar_100_Powdery Mildew Leaf": 0.8478, | |
| "eval_mar_large": 0.8285, | |
| "eval_mar_medium": 0.5977, | |
| "eval_mar_small": 0.45, | |
| "eval_runtime": 126.5458, | |
| "eval_samples_per_second": 2.426, | |
| "eval_steps_per_second": 0.308, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "step": 910, | |
| "total_flos": 2.480418157142016e+18, | |
| "train_loss": 26.135735748626374, | |
| "train_runtime": 2536.3615, | |
| "train_samples_per_second": 5.717, | |
| "train_steps_per_second": 0.359 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 910, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 10, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.480418157142016e+18, | |
| "train_batch_size": 8, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |