dungeon-geo-morphs

README.md

@@ -3,6 +3,7 @@ library_name: transformers
 license: apache-2.0
 base_model: google/vit-large-patch16-224
 tags:
+- image-classification
 - generated_from_trainer
 datasets:
 - imagefolder
@@ -15,7 +16,7 @@ model-index:
       name: Image Classification
       type: image-classification
     dataset:
-      name: imagefolder
+      name: dungeon-geo-morphs
       type: imagefolder
       config: default
       split: validation
@@ -31,7 +32,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # vit-large-patch16-224-dungeon-geo-morphs-0-4-26Nov24-003
 
-This model is a fine-tuned version of [google/vit-large-patch16-224](https://huggingface.co/google/vit-large-patch16-224) on the imagefolder dataset.
+This model is a fine-tuned version of [google/vit-large-patch16-224](https://huggingface.co/google/vit-large-patch16-224) on the dungeon-geo-morphs dataset.
 It achieves the following results on the evaluation set:
 - Loss: 0.0833
 - Accuracy: 0.9816

all_results.json

@@ -0,0 +1,13 @@
+{
+    "epoch": 24.0,
+    "eval_accuracy": 0.9816326530612245,
+    "eval_loss": 0.08326710015535355,
+    "eval_runtime": 6.4408,
+    "eval_samples_per_second": 76.078,
+    "eval_steps_per_second": 4.813,
+    "total_flos": 4.602140879383757e+17,
+    "train_loss": 0.49313200811545055,
+    "train_runtime": 198.6151,
+    "train_samples_per_second": 10.573,
+    "train_steps_per_second": 0.151
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 24.0,
+    "eval_accuracy": 0.9816326530612245,
+    "eval_loss": 0.08326710015535355,
+    "eval_runtime": 6.4408,
+    "eval_samples_per_second": 76.078,
+    "eval_steps_per_second": 4.813
+}

runs/Nov26_13-19-15_32056d52f908/events.out.tfevents.1732627427.32056d52f908.583.7

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:582405eff4632323ad1a9b042b32c36f52c3aeb7cda70b725b471f53c7d912bb
+size 405

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 24.0,
+    "total_flos": 4.602140879383757e+17,
+    "train_loss": 0.49313200811545055,
+    "train_runtime": 198.6151,
+    "train_samples_per_second": 10.573,
+    "train_steps_per_second": 0.151
+}

trainer_state.json

@@ -0,0 +1,90 @@
+{
+  "best_metric": 0.9816326530612245,
+  "best_model_checkpoint": "vit-large-patch16-224-dungeon-geo-morphs-0-4-26Nov24-003/checkpoint-30",
+  "epoch": 24.0,
+  "eval_steps": 10,
+  "global_step": 30,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 8.0,
+      "grad_norm": 18.791101455688477,
+      "learning_rate": 1.6296296296296297e-05,
+      "loss": 1.2511,
+      "step": 10
+    },
+    {
+      "epoch": 8.0,
+      "eval_accuracy": 0.8836734693877552,
+      "eval_loss": 0.6333417892456055,
+      "eval_runtime": 7.1693,
+      "eval_samples_per_second": 68.347,
+      "eval_steps_per_second": 4.324,
+      "step": 10
+    },
+    {
+      "epoch": 16.0,
+      "grad_norm": 2.434281826019287,
+      "learning_rate": 8.888888888888888e-06,
+      "loss": 0.2044,
+      "step": 20
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+    {
+      "epoch": 16.0,
+      "eval_accuracy": 0.9775510204081632,
+      "eval_loss": 0.15890543162822723,
+      "eval_runtime": 6.668,
+      "eval_samples_per_second": 73.486,
+      "eval_steps_per_second": 4.649,
+      "step": 20
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+    {
+      "epoch": 24.0,
+      "grad_norm": 0.6678485870361328,
+      "learning_rate": 1.4814814814814815e-06,
+      "loss": 0.0239,
+      "step": 30
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+    {
+      "epoch": 24.0,
+      "eval_accuracy": 0.9816326530612245,
+      "eval_loss": 0.08326710015535355,
+      "eval_runtime": 7.1199,
+      "eval_samples_per_second": 68.821,
+      "eval_steps_per_second": 4.354,
+      "step": 30
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+      "step": 30,
+      "total_flos": 4.602140879383757e+17,
+      "train_loss": 0.49313200811545055,
+      "train_runtime": 198.6151,
+      "train_samples_per_second": 10.573,
+      "train_steps_per_second": 0.151
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 30,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 30,
+  "save_steps": 10,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
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+      "attributes": {}
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+  "total_flos": 4.602140879383757e+17,
+  "train_batch_size": 16,
+  "trial_name": null,
+  "trial_params": null
+}