Training in progress, epoch 0

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9896930063abc35b0932f24b2309c597f849f723e31569d5d35ecf752f2c201d
+oid sha256:46440987de3f5c8a94e72e022bb7dba5a0c8fe64021871f96e19d3c2e8ccd0fb
 size 110358212

runs/Feb12_01-50-37_3621747748f3/events.out.tfevents.1707702638.3621747748f3.6471.5

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9a7311b00badb65b68d86fb0390589c082b4891ce52b2861608320b1701c6471
-size 6453
+oid sha256:7677d9543b831985a07d0edd43fd681258fa9dec91cd2b0a7c4f2400be0eda92
+size 8171

runs/Feb12_01-59-26_3621747748f3/events.out.tfevents.1707703218.3621747748f3.6471.6

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f89a05b4b45f7326058ce51e3110cf3e06110d9ba7093161f7b9e1c90136dd82
+size 6554

tmp-checkpoint-171/config.json

@@ -0,0 +1,71 @@
+{
+  "_name_or_path": "microsoft/swin-tiny-patch4-window7-224",
+  "architectures": [
+    "SwinForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "depths": [
+    2,
+    2,
+    6,
+    2
+  ],
+  "drop_path_rate": 0.1,
+  "embed_dim": 96,
+  "encoder_stride": 32,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "0",
+    "1": "1",
+    "2": "2",
+    "3": "3",
+    "4": "4",
+    "5": "5",
+    "6": "6"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "0": 0,
+    "1": 1,
+    "2": 2,
+    "3": 3,
+    "4": 4,
+    "5": 5,
+    "6": 6
+  },
+  "layer_norm_eps": 1e-05,
+  "mlp_ratio": 4.0,
+  "model_type": "swin",
+  "num_channels": 3,
+  "num_heads": [
+    3,
+    6,
+    12,
+    24
+  ],
+  "num_layers": 4,
+  "out_features": [
+    "stage4"
+  ],
+  "out_indices": [
+    4
+  ],
+  "patch_size": 4,
+  "path_norm": true,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.37.2",
+  "use_absolute_embeddings": false,
+  "window_size": 7
+}

tmp-checkpoint-171/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6dedf70c2df2660d690f1a1962dc3af10a0e87b4826ec9d904685207f200ceb2
+size 110358212

tmp-checkpoint-171/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41b5501351c52709a9dfe0199edf14b5b118b3a049158599e3f095c24e6e0db4
+size 220381306

tmp-checkpoint-171/preprocessor_config.json

@@ -0,0 +1,22 @@
+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

tmp-checkpoint-171/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:26d02f9508928bb28f21d5d1b083b1a28985b5bd0ecbe1e5b9c0147bc14a1956
+size 14244

tmp-checkpoint-171/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:79760f282e6b1d3312d9a7d855fc6aba70759deaec819d5a373afcb25264e5e2
+size 1064

tmp-checkpoint-171/trainer_state.json

@@ -0,0 +1,141 @@
+{
+  "best_metric": 0.7170383055043567,
+  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-art/checkpoint-171",
+  "epoch": 1.9941690962099126,
+  "eval_steps": 500,
+  "global_step": 171,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.12,
+      "learning_rate": 1.96078431372549e-06,
+      "loss": 2.0347,
+      "step": 10
+    },
+    {
+      "epoch": 0.23,
+      "learning_rate": 3.92156862745098e-06,
+      "loss": 1.9855,
+      "step": 20
+    },
+    {
+      "epoch": 0.35,
+      "learning_rate": 5.882352941176471e-06,
+      "loss": 1.8774,
+      "step": 30
+    },
+    {
+      "epoch": 0.47,
+      "learning_rate": 7.84313725490196e-06,
+      "loss": 1.7658,
+      "step": 40
+    },
+    {
+      "epoch": 0.58,
+      "learning_rate": 9.803921568627451e-06,
+      "loss": 1.6138,
+      "step": 50
+    },
+    {
+      "epoch": 0.7,
+      "learning_rate": 1.1764705882352942e-05,
+      "loss": 1.422,
+      "step": 60
+    },
+    {
+      "epoch": 0.82,
+      "learning_rate": 1.3725490196078432e-05,
+      "loss": 1.3298,
+      "step": 70
+    },
+    {
+      "epoch": 0.93,
+      "learning_rate": 1.568627450980392e-05,
+      "loss": 1.262,
+      "step": 80
+    },
+    {
+      "epoch": 0.99,
+      "eval_f1": 0.5746968921742681,
+      "eval_loss": 1.1490696668624878,
+      "eval_runtime": 23.7551,
+      "eval_samples_per_second": 115.302,
+      "eval_steps_per_second": 3.62,
+      "step": 85
+    },
+    {
+      "epoch": 1.05,
+      "learning_rate": 1.7647058823529414e-05,
+      "loss": 1.1287,
+      "step": 90
+    },
+    {
+      "epoch": 1.17,
+      "learning_rate": 1.9607843137254903e-05,
+      "loss": 1.0018,
+      "step": 100
+    },
+    {
+      "epoch": 1.28,
+      "learning_rate": 2.1568627450980395e-05,
+      "loss": 1.01,
+      "step": 110
+    },
+    {
+      "epoch": 1.4,
+      "learning_rate": 2.3529411764705884e-05,
+      "loss": 1.032,
+      "step": 120
+    },
+    {
+      "epoch": 1.52,
+      "learning_rate": 2.5490196078431373e-05,
+      "loss": 0.9039,
+      "step": 130
+    },
+    {
+      "epoch": 1.63,
+      "learning_rate": 2.7450980392156865e-05,
+      "loss": 0.8492,
+      "step": 140
+    },
+    {
+      "epoch": 1.75,
+      "learning_rate": 2.9411764705882354e-05,
+      "loss": 0.8667,
+      "step": 150
+    },
+    {
+      "epoch": 1.87,
+      "learning_rate": 3.137254901960784e-05,
+      "loss": 0.7881,
+      "step": 160
+    },
+    {
+      "epoch": 1.98,
+      "learning_rate": 3.3333333333333335e-05,
+      "loss": 0.7538,
+      "step": 170
+    },
+    {
+      "epoch": 1.99,
+      "eval_f1": 0.7170383055043567,
+      "eval_loss": 0.7177160978317261,
+      "eval_runtime": 27.6306,
+      "eval_samples_per_second": 99.129,
+      "eval_steps_per_second": 3.112,
+      "step": 171
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 2550,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 30,
+  "save_steps": 500,
+  "total_flos": 5.4452164834993766e+17,
+  "train_batch_size": 32,
+  "trial_name": null,
+  "trial_params": null
+}

tmp-checkpoint-171/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ef751f4bf4face5cd82ee28830aff995ffc43704fce6b432389be6b8cd94afb
+size 4728

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2ef751f4bf4face5cd82ee28830aff995ffc43704fce6b432389be6b8cd94afb
+oid sha256:95231cafff335d8674e0be344939852dfd20eede2ea3fa613ed8afe557eddffc
 size 4728