Training in progress, epoch 2, checkpoint
Browse files- checkpoint-214/config.json +69 -0
- checkpoint-214/model.safetensors +3 -0
- checkpoint-214/optimizer.pt +3 -0
- checkpoint-214/preprocessor_config.json +47 -0
- checkpoint-214/rng_state.pth +3 -0
- checkpoint-214/scheduler.pt +3 -0
- checkpoint-214/trainer_state.json +153 -0
- checkpoint-214/training_args.bin +3 -0
checkpoint-214/config.json
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/conditional-detr-resnet-50",
|
| 3 |
+
"activation_dropout": 0.0,
|
| 4 |
+
"activation_function": "relu",
|
| 5 |
+
"architectures": [
|
| 6 |
+
"ConditionalDetrForObjectDetection"
|
| 7 |
+
],
|
| 8 |
+
"attention_dropout": 0.0,
|
| 9 |
+
"auxiliary_loss": false,
|
| 10 |
+
"backbone": "resnet50",
|
| 11 |
+
"backbone_config": null,
|
| 12 |
+
"backbone_kwargs": {
|
| 13 |
+
"in_chans": 3,
|
| 14 |
+
"out_indices": [
|
| 15 |
+
1,
|
| 16 |
+
2,
|
| 17 |
+
3,
|
| 18 |
+
4
|
| 19 |
+
]
|
| 20 |
+
},
|
| 21 |
+
"bbox_cost": 5,
|
| 22 |
+
"bbox_loss_coefficient": 5,
|
| 23 |
+
"class_cost": 2,
|
| 24 |
+
"cls_loss_coefficient": 2,
|
| 25 |
+
"d_model": 256,
|
| 26 |
+
"decoder_attention_heads": 8,
|
| 27 |
+
"decoder_ffn_dim": 2048,
|
| 28 |
+
"decoder_layerdrop": 0.0,
|
| 29 |
+
"decoder_layers": 6,
|
| 30 |
+
"dice_loss_coefficient": 1,
|
| 31 |
+
"dilation": false,
|
| 32 |
+
"dropout": 0.1,
|
| 33 |
+
"encoder_attention_heads": 8,
|
| 34 |
+
"encoder_ffn_dim": 2048,
|
| 35 |
+
"encoder_layerdrop": 0.0,
|
| 36 |
+
"encoder_layers": 6,
|
| 37 |
+
"focal_alpha": 0.25,
|
| 38 |
+
"giou_cost": 2,
|
| 39 |
+
"giou_loss_coefficient": 2,
|
| 40 |
+
"id2label": {
|
| 41 |
+
"0": "Coverall",
|
| 42 |
+
"1": "Face_Shield",
|
| 43 |
+
"2": "Gloves",
|
| 44 |
+
"3": "Goggles",
|
| 45 |
+
"4": "Mask"
|
| 46 |
+
},
|
| 47 |
+
"init_std": 0.02,
|
| 48 |
+
"init_xavier_std": 1.0,
|
| 49 |
+
"is_encoder_decoder": true,
|
| 50 |
+
"label2id": {
|
| 51 |
+
"Coverall": 0,
|
| 52 |
+
"Face_Shield": 1,
|
| 53 |
+
"Gloves": 2,
|
| 54 |
+
"Goggles": 3,
|
| 55 |
+
"Mask": 4
|
| 56 |
+
},
|
| 57 |
+
"mask_loss_coefficient": 1,
|
| 58 |
+
"max_position_embeddings": 1024,
|
| 59 |
+
"model_type": "conditional_detr",
|
| 60 |
+
"num_channels": 3,
|
| 61 |
+
"num_hidden_layers": 6,
|
| 62 |
+
"num_queries": 300,
|
| 63 |
+
"position_embedding_type": "sine",
|
| 64 |
+
"scale_embedding": false,
|
| 65 |
+
"torch_dtype": "float32",
|
| 66 |
+
"transformers_version": "4.42.0.dev0",
|
| 67 |
+
"use_pretrained_backbone": true,
|
| 68 |
+
"use_timm_backbone": true
|
| 69 |
+
}
|
checkpoint-214/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6ff5322be50cb2abdc6b4b2b2a13e7934019359969cda10686b03ba9290186f7
|
| 3 |
+
size 174079796
|
checkpoint-214/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4e11e4d7e8cedfd90212dc20af77ed4a5dfeb85f254b2935e253b003c17ab863
|
| 3 |
+
size 345687577
|
checkpoint-214/preprocessor_config.json
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_valid_processor_keys": [
|
| 3 |
+
"images",
|
| 4 |
+
"annotations",
|
| 5 |
+
"return_segmentation_masks",
|
| 6 |
+
"masks_path",
|
| 7 |
+
"do_resize",
|
| 8 |
+
"size",
|
| 9 |
+
"resample",
|
| 10 |
+
"do_rescale",
|
| 11 |
+
"rescale_factor",
|
| 12 |
+
"do_normalize",
|
| 13 |
+
"do_convert_annotations",
|
| 14 |
+
"image_mean",
|
| 15 |
+
"image_std",
|
| 16 |
+
"do_pad",
|
| 17 |
+
"pad_size",
|
| 18 |
+
"format",
|
| 19 |
+
"return_tensors",
|
| 20 |
+
"data_format",
|
| 21 |
+
"input_data_format"
|
| 22 |
+
],
|
| 23 |
+
"do_convert_annotations": true,
|
| 24 |
+
"do_normalize": true,
|
| 25 |
+
"do_pad": false,
|
| 26 |
+
"do_rescale": true,
|
| 27 |
+
"do_resize": false,
|
| 28 |
+
"format": "coco_detection",
|
| 29 |
+
"image_mean": [
|
| 30 |
+
0.485,
|
| 31 |
+
0.456,
|
| 32 |
+
0.406
|
| 33 |
+
],
|
| 34 |
+
"image_processor_type": "ConditionalDetrImageProcessor",
|
| 35 |
+
"image_std": [
|
| 36 |
+
0.229,
|
| 37 |
+
0.224,
|
| 38 |
+
0.225
|
| 39 |
+
],
|
| 40 |
+
"pad_size": null,
|
| 41 |
+
"resample": 2,
|
| 42 |
+
"rescale_factor": 0.00392156862745098,
|
| 43 |
+
"size": {
|
| 44 |
+
"longest_edge": 1333,
|
| 45 |
+
"shortest_edge": 800
|
| 46 |
+
}
|
| 47 |
+
}
|
checkpoint-214/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8f2f1cc1ef4f69718b6c92e61572a6353dc60fd7f89399d9bc027746616c7d31
|
| 3 |
+
size 13990
|
checkpoint-214/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:885dee9a1fb4a13398120e6b2bbe57669ebf3324425a7bc32fbe9e50fc47d893
|
| 3 |
+
size 1064
|
checkpoint-214/trainer_state.json
ADDED
|
@@ -0,0 +1,153 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.0042,
|
| 3 |
+
"best_model_checkpoint": "test_detr_finetuned_cppe5/checkpoint-214",
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 214,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"step": 107,
|
| 14 |
+
"train_loss": 3.0001344680786133,
|
| 15 |
+
"train_map": 0.0047,
|
| 16 |
+
"train_map_50": 0.0176,
|
| 17 |
+
"train_map_75": 0.0014,
|
| 18 |
+
"train_map_Coverall": 0.0232,
|
| 19 |
+
"train_map_Face_Shield": 0.0,
|
| 20 |
+
"train_map_Gloves": 0.0001,
|
| 21 |
+
"train_map_Goggles": 0.0,
|
| 22 |
+
"train_map_Mask": 0.0004,
|
| 23 |
+
"train_map_large": 0.0049,
|
| 24 |
+
"train_map_medium": 0.0002,
|
| 25 |
+
"train_map_small": 0.0016,
|
| 26 |
+
"train_mar_1": 0.0108,
|
| 27 |
+
"train_mar_10": 0.0458,
|
| 28 |
+
"train_mar_100": 0.0837,
|
| 29 |
+
"train_mar_100_Coverall": 0.3473,
|
| 30 |
+
"train_mar_100_Face_Shield": 0.0,
|
| 31 |
+
"train_mar_100_Gloves": 0.0145,
|
| 32 |
+
"train_mar_100_Goggles": 0.0,
|
| 33 |
+
"train_mar_100_Mask": 0.0567,
|
| 34 |
+
"train_mar_large": 0.0731,
|
| 35 |
+
"train_mar_medium": 0.0246,
|
| 36 |
+
"train_mar_small": 0.0013,
|
| 37 |
+
"train_runtime": 83.8338,
|
| 38 |
+
"train_samples_per_second": 10.139,
|
| 39 |
+
"train_steps_per_second": 1.276
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 1.0,
|
| 43 |
+
"eval_loss": 3.0698611736297607,
|
| 44 |
+
"eval_map": 0.0038,
|
| 45 |
+
"eval_map_50": 0.0126,
|
| 46 |
+
"eval_map_75": 0.0008,
|
| 47 |
+
"eval_map_Coverall": 0.0183,
|
| 48 |
+
"eval_map_Face_Shield": 0.0,
|
| 49 |
+
"eval_map_Gloves": 0.0002,
|
| 50 |
+
"eval_map_Goggles": 0.0,
|
| 51 |
+
"eval_map_Mask": 0.0004,
|
| 52 |
+
"eval_map_large": 0.0044,
|
| 53 |
+
"eval_map_medium": 0.0002,
|
| 54 |
+
"eval_map_small": 0.0022,
|
| 55 |
+
"eval_mar_1": 0.0063,
|
| 56 |
+
"eval_mar_10": 0.0308,
|
| 57 |
+
"eval_mar_100": 0.0561,
|
| 58 |
+
"eval_mar_100_Coverall": 0.2185,
|
| 59 |
+
"eval_mar_100_Face_Shield": 0.0,
|
| 60 |
+
"eval_mar_100_Gloves": 0.0156,
|
| 61 |
+
"eval_mar_100_Goggles": 0.0,
|
| 62 |
+
"eval_mar_100_Mask": 0.0462,
|
| 63 |
+
"eval_mar_large": 0.05,
|
| 64 |
+
"eval_mar_medium": 0.0266,
|
| 65 |
+
"eval_mar_small": 0.0022,
|
| 66 |
+
"eval_runtime": 43.5223,
|
| 67 |
+
"eval_samples_per_second": 3.447,
|
| 68 |
+
"eval_steps_per_second": 0.437,
|
| 69 |
+
"step": 107
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 2.0,
|
| 73 |
+
"step": 214,
|
| 74 |
+
"train_loss": 2.964989423751831,
|
| 75 |
+
"train_map": 0.0073,
|
| 76 |
+
"train_map_50": 0.0272,
|
| 77 |
+
"train_map_75": 0.0018,
|
| 78 |
+
"train_map_Coverall": 0.0358,
|
| 79 |
+
"train_map_Face_Shield": 0.0,
|
| 80 |
+
"train_map_Gloves": 0.0002,
|
| 81 |
+
"train_map_Goggles": 0.0,
|
| 82 |
+
"train_map_Mask": 0.0005,
|
| 83 |
+
"train_map_large": 0.0075,
|
| 84 |
+
"train_map_medium": 0.0002,
|
| 85 |
+
"train_map_small": 0.0018,
|
| 86 |
+
"train_mar_1": 0.0107,
|
| 87 |
+
"train_mar_10": 0.045,
|
| 88 |
+
"train_mar_100": 0.0775,
|
| 89 |
+
"train_mar_100_Coverall": 0.2974,
|
| 90 |
+
"train_mar_100_Face_Shield": 0.0,
|
| 91 |
+
"train_mar_100_Gloves": 0.0302,
|
| 92 |
+
"train_mar_100_Goggles": 0.0,
|
| 93 |
+
"train_mar_100_Mask": 0.06,
|
| 94 |
+
"train_mar_large": 0.0627,
|
| 95 |
+
"train_mar_medium": 0.0311,
|
| 96 |
+
"train_mar_small": 0.0012,
|
| 97 |
+
"train_runtime": 86.7545,
|
| 98 |
+
"train_samples_per_second": 9.798,
|
| 99 |
+
"train_steps_per_second": 1.233
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 2.0,
|
| 103 |
+
"eval_loss": 3.0518693923950195,
|
| 104 |
+
"eval_map": 0.0042,
|
| 105 |
+
"eval_map_50": 0.0172,
|
| 106 |
+
"eval_map_75": 0.0009,
|
| 107 |
+
"eval_map_Coverall": 0.0203,
|
| 108 |
+
"eval_map_Face_Shield": 0.0,
|
| 109 |
+
"eval_map_Gloves": 0.0003,
|
| 110 |
+
"eval_map_Goggles": 0.0,
|
| 111 |
+
"eval_map_Mask": 0.0004,
|
| 112 |
+
"eval_map_large": 0.0046,
|
| 113 |
+
"eval_map_medium": 0.0003,
|
| 114 |
+
"eval_map_small": 0.0005,
|
| 115 |
+
"eval_mar_1": 0.0064,
|
| 116 |
+
"eval_mar_10": 0.0308,
|
| 117 |
+
"eval_mar_100": 0.0561,
|
| 118 |
+
"eval_mar_100_Coverall": 0.2045,
|
| 119 |
+
"eval_mar_100_Face_Shield": 0.0,
|
| 120 |
+
"eval_mar_100_Gloves": 0.0339,
|
| 121 |
+
"eval_mar_100_Goggles": 0.0,
|
| 122 |
+
"eval_mar_100_Mask": 0.0422,
|
| 123 |
+
"eval_mar_large": 0.0468,
|
| 124 |
+
"eval_mar_medium": 0.0333,
|
| 125 |
+
"eval_mar_small": 0.0004,
|
| 126 |
+
"eval_runtime": 41.1994,
|
| 127 |
+
"eval_samples_per_second": 3.641,
|
| 128 |
+
"eval_steps_per_second": 0.461,
|
| 129 |
+
"step": 214
|
| 130 |
+
}
|
| 131 |
+
],
|
| 132 |
+
"logging_steps": 500,
|
| 133 |
+
"max_steps": 10700,
|
| 134 |
+
"num_input_tokens_seen": 0,
|
| 135 |
+
"num_train_epochs": 100,
|
| 136 |
+
"save_steps": 500,
|
| 137 |
+
"stateful_callbacks": {
|
| 138 |
+
"TrainerControl": {
|
| 139 |
+
"args": {
|
| 140 |
+
"should_epoch_stop": false,
|
| 141 |
+
"should_evaluate": false,
|
| 142 |
+
"should_log": false,
|
| 143 |
+
"should_save": true,
|
| 144 |
+
"should_training_stop": false
|
| 145 |
+
},
|
| 146 |
+
"attributes": {}
|
| 147 |
+
}
|
| 148 |
+
},
|
| 149 |
+
"total_flos": 3.0541286462976e+17,
|
| 150 |
+
"train_batch_size": 8,
|
| 151 |
+
"trial_name": null,
|
| 152 |
+
"trial_params": null
|
| 153 |
+
}
|
checkpoint-214/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:dfb5b1b016fe6c9e411ad0aa21f5650b9f5bdfae6d91c31b103f2e514cbab6ff
|
| 3 |
+
size 5176
|