Training in progress, step 1700, checkpoint

checkpoint-1700/config.json

@@ -0,0 +1,62 @@
+{
+  "_name_or_path": "facebook/detr-resnet-50-dc5",
+  "activation_dropout": 0.0,
+  "activation_function": "relu",
+  "architectures": [
+    "DetrForObjectDetection"
+  ],
+  "attention_dropout": 0.0,
+  "auxiliary_loss": false,
+  "backbone": "resnet50",
+  "backbone_config": null,
+  "backbone_kwargs": {
+    "in_chans": 3,
+    "out_indices": [
+      1,
+      2,
+      3,
+      4
+    ],
+    "output_stride": 16
+  },
+  "bbox_cost": 5,
+  "bbox_loss_coefficient": 5,
+  "class_cost": 1,
+  "classifier_dropout": 0.0,
+  "d_model": 256,
+  "decoder_attention_heads": 8,
+  "decoder_ffn_dim": 2048,
+  "decoder_layerdrop": 0.0,
+  "decoder_layers": 6,
+  "dice_loss_coefficient": 1,
+  "dilation": true,
+  "dropout": 0.1,
+  "encoder_attention_heads": 8,
+  "encoder_ffn_dim": 2048,
+  "encoder_layerdrop": 0.0,
+  "encoder_layers": 6,
+  "eos_coefficient": 0.1,
+  "giou_cost": 2,
+  "giou_loss_coefficient": 2,
+  "id2label": {
+    "0": "segment"
+  },
+  "init_std": 0.02,
+  "init_xavier_std": 1.0,
+  "is_encoder_decoder": true,
+  "label2id": {
+    "segment": 0
+  },
+  "mask_loss_coefficient": 1,
+  "max_position_embeddings": 1024,
+  "model_type": "detr",
+  "num_channels": 3,
+  "num_hidden_layers": 6,
+  "num_queries": 500,
+  "position_embedding_type": "sine",
+  "scale_embedding": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.44.1",
+  "use_pretrained_backbone": true,
+  "use_timm_backbone": true
+}

checkpoint-1700/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdcc109dd45c32177d81f3945f57729ea749fa7417cf6fc29006e536e73b3fd3
+size 166904424

checkpoint-1700/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1b22eb7ec78e9be42ab7c121d5b5feeb80de12a6e2dc10b4e94e288bc8abc4b
+size 331310970

checkpoint-1700/preprocessor_config.json

@@ -0,0 +1,26 @@
+{
+  "do_convert_annotations": true,
+  "do_normalize": true,
+  "do_pad": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "format": "coco_detection",
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "DetrImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "pad_size": null,
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "longest_edge": 1333,
+    "shortest_edge": 800
+  }
+}

checkpoint-1700/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23e9e815073b69c3c65ed04d9267c9692919fbda473e9f890233773f7b613315
+size 14244

checkpoint-1700/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f796b0ebfeef2941bfdec3d7b4f38f8756a606506d5625d4df54f74ba12efaf0
+size 1064

checkpoint-1700/trainer_state.json

@@ -0,0 +1,271 @@
+{
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 20.987654320987655,
+  "eval_steps": 500,
+  "global_step": 1700,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.6172839506172839,
+      "grad_norm": 62.88630294799805,
+      "learning_rate": 9.916000000000001e-06,
+      "loss": 6.6856,
+      "step": 50
+    },
+    {
+      "epoch": 1.2345679012345678,
+      "grad_norm": 387.6339111328125,
+      "learning_rate": 9.818000000000002e-06,
+      "loss": 5.5869,
+      "step": 100
+    },
+    {
+      "epoch": 1.8518518518518519,
+      "grad_norm": 245.18975830078125,
+      "learning_rate": 9.718e-06,
+      "loss": 5.159,
+      "step": 150
+    },
+    {
+      "epoch": 2.4691358024691357,
+      "grad_norm": 330.3158264160156,
+      "learning_rate": 9.618e-06,
+      "loss": 4.0494,
+      "step": 200
+    },
+    {
+      "epoch": 3.0864197530864197,
+      "grad_norm": 138.14215087890625,
+      "learning_rate": 9.518000000000001e-06,
+      "loss": 3.6313,
+      "step": 250
+    },
+    {
+      "epoch": 3.7037037037037037,
+      "grad_norm": 166.69479370117188,
+      "learning_rate": 9.418e-06,
+      "loss": 3.3391,
+      "step": 300
+    },
+    {
+      "epoch": 4.320987654320987,
+      "grad_norm": 107.54407501220703,
+      "learning_rate": 9.318e-06,
+      "loss": 3.3295,
+      "step": 350
+    },
+    {
+      "epoch": 4.938271604938271,
+      "grad_norm": 293.8923034667969,
+      "learning_rate": 9.218e-06,
+      "loss": 3.0956,
+      "step": 400
+    },
+    {
+      "epoch": 5.555555555555555,
+      "grad_norm": 226.05360412597656,
+      "learning_rate": 9.118000000000001e-06,
+      "loss": 3.0271,
+      "step": 450
+    },
+    {
+      "epoch": 6.172839506172839,
+      "grad_norm": 352.8487854003906,
+      "learning_rate": 9.018e-06,
+      "loss": 3.0627,
+      "step": 500
+    },
+    {
+      "epoch": 6.790123456790123,
+      "grad_norm": 97.6641616821289,
+      "learning_rate": 8.918000000000002e-06,
+      "loss": 3.0312,
+      "step": 550
+    },
+    {
+      "epoch": 7.407407407407407,
+      "grad_norm": 90.92312622070312,
+      "learning_rate": 8.818000000000001e-06,
+      "loss": 3.0228,
+      "step": 600
+    },
+    {
+      "epoch": 8.024691358024691,
+      "grad_norm": 241.7625732421875,
+      "learning_rate": 8.718e-06,
+      "loss": 3.0873,
+      "step": 650
+    },
+    {
+      "epoch": 8.641975308641975,
+      "grad_norm": 162.14071655273438,
+      "learning_rate": 8.618000000000001e-06,
+      "loss": 2.9582,
+      "step": 700
+    },
+    {
+      "epoch": 9.25925925925926,
+      "grad_norm": 128.74766540527344,
+      "learning_rate": 8.518e-06,
+      "loss": 2.9787,
+      "step": 750
+    },
+    {
+      "epoch": 9.876543209876543,
+      "grad_norm": 164.0232391357422,
+      "learning_rate": 8.418000000000001e-06,
+      "loss": 2.969,
+      "step": 800
+    },
+    {
+      "epoch": 10.493827160493828,
+      "grad_norm": 110.58142852783203,
+      "learning_rate": 8.318e-06,
+      "loss": 2.884,
+      "step": 850
+    },
+    {
+      "epoch": 11.11111111111111,
+      "grad_norm": 111.70948791503906,
+      "learning_rate": 8.218e-06,
+      "loss": 2.8216,
+      "step": 900
+    },
+    {
+      "epoch": 11.728395061728396,
+      "grad_norm": 111.31181335449219,
+      "learning_rate": 8.118000000000001e-06,
+      "loss": 2.8621,
+      "step": 950
+    },
+    {
+      "epoch": 12.345679012345679,
+      "grad_norm": 84.1104507446289,
+      "learning_rate": 8.018e-06,
+      "loss": 2.7653,
+      "step": 1000
+    },
+    {
+      "epoch": 12.962962962962964,
+      "grad_norm": 85.67730712890625,
+      "learning_rate": 7.918e-06,
+      "loss": 2.8418,
+      "step": 1050
+    },
+    {
+      "epoch": 13.580246913580247,
+      "grad_norm": 567.8911743164062,
+      "learning_rate": 7.818e-06,
+      "loss": 2.789,
+      "step": 1100
+    },
+    {
+      "epoch": 14.197530864197532,
+      "grad_norm": 98.47197723388672,
+      "learning_rate": 7.718000000000001e-06,
+      "loss": 2.7996,
+      "step": 1150
+    },
+    {
+      "epoch": 14.814814814814815,
+      "grad_norm": 86.87311553955078,
+      "learning_rate": 7.618000000000001e-06,
+      "loss": 2.7087,
+      "step": 1200
+    },
+    {
+      "epoch": 15.432098765432098,
+      "grad_norm": 115.806640625,
+      "learning_rate": 7.518000000000001e-06,
+      "loss": 2.6898,
+      "step": 1250
+    },
+    {
+      "epoch": 16.049382716049383,
+      "grad_norm": 108.76448059082031,
+      "learning_rate": 7.418000000000001e-06,
+      "loss": 2.7533,
+      "step": 1300
+    },
+    {
+      "epoch": 16.666666666666668,
+      "grad_norm": 137.66285705566406,
+      "learning_rate": 7.318000000000001e-06,
+      "loss": 2.6817,
+      "step": 1350
+    },
+    {
+      "epoch": 17.28395061728395,
+      "grad_norm": 167.23983764648438,
+      "learning_rate": 7.218e-06,
+      "loss": 2.6612,
+      "step": 1400
+    },
+    {
+      "epoch": 17.901234567901234,
+      "grad_norm": 80.27250671386719,
+      "learning_rate": 7.118e-06,
+      "loss": 2.7053,
+      "step": 1450
+    },
+    {
+      "epoch": 18.51851851851852,
+      "grad_norm": 87.89417266845703,
+      "learning_rate": 7.018e-06,
+      "loss": 2.6016,
+      "step": 1500
+    },
+    {
+      "epoch": 19.135802469135804,
+      "grad_norm": 244.07081604003906,
+      "learning_rate": 6.9180000000000005e-06,
+      "loss": 2.6377,
+      "step": 1550
+    },
+    {
+      "epoch": 19.753086419753085,
+      "grad_norm": 66.56304931640625,
+      "learning_rate": 6.818e-06,
+      "loss": 2.5969,
+      "step": 1600
+    },
+    {
+      "epoch": 20.37037037037037,
+      "grad_norm": 146.2065887451172,
+      "learning_rate": 6.718e-06,
+      "loss": 2.5849,
+      "step": 1650
+    },
+    {
+      "epoch": 20.987654320987655,
+      "grad_norm": 105.38662719726562,
+      "learning_rate": 6.618000000000001e-06,
+      "loss": 2.588,
+      "step": 1700
+    }
+  ],
+  "logging_steps": 50,
+  "max_steps": 5000,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 62,
+  "save_steps": 100,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 6.498133825536e+18,
+  "train_batch_size": 8,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-1700/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4dae0b4d732b15d565b589748a29a09a17e2ddd7d7ab9df017470bce43888a34
+size 5240