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-new-dungeon-geo-morphs-015
 
-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: 0.4824
 - Accuracy: 0.96

all_results.json

@@ -0,0 +1,13 @@
+{
+    "epoch": 24.0,
+    "eval_accuracy": 0.96,
+    "eval_loss": 0.48243218660354614,
+    "eval_runtime": 0.7634,
+    "eval_samples_per_second": 65.493,
+    "eval_steps_per_second": 5.239,
+    "total_flos": 4.733614621883105e+17,
+    "train_loss": 2.570450305938721e-08,
+    "train_runtime": 320.776,
+    "train_samples_per_second": 6.734,
+    "train_steps_per_second": 0.094
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 24.0,
+    "eval_accuracy": 0.96,
+    "eval_loss": 0.48243218660354614,
+    "eval_runtime": 0.7634,
+    "eval_samples_per_second": 65.493,
+    "eval_steps_per_second": 5.239
+}

runs/Nov18_10-10-08_3342f6e9e990/events.out.tfevents.1731925170.3342f6e9e990.187.11

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8248cde73524f374c777f5879949a153a314fc33b764448eea282dd2942ff50
+size 405

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 24.0,
+    "total_flos": 4.733614621883105e+17,
+    "train_loss": 2.570450305938721e-08,
+    "train_runtime": 320.776,
+    "train_samples_per_second": 6.734,
+    "train_steps_per_second": 0.094
+}

trainer_state.json

@@ -0,0 +1,99 @@
+{
+  "best_metric": 0.48243218660354614,
+  "best_model_checkpoint": "vit-large-patch16-224-new-dungeon-geo-morphs-015/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": 3.838964858005056e-06,
+      "learning_rate": 1.4814814814814815e-05,
+      "loss": 0.0,
+      "step": 10
+    },
+    {
+      "epoch": 8.0,
+      "eval_accuracy": 0.96,
+      "eval_loss": 0.4951287508010864,
+      "eval_runtime": 0.7888,
+      "eval_samples_per_second": 63.385,
+      "eval_steps_per_second": 5.071,
+      "step": 10
+    },
+    {
+      "epoch": 16.0,
+      "grad_norm": 3.4401218726998195e-06,
+      "learning_rate": 7.4074074074074075e-06,
+      "loss": 0.0,
+      "step": 20
+    },
+    {
+      "epoch": 16.0,
+      "eval_accuracy": 0.96,
+      "eval_loss": 0.4892917275428772,
+      "eval_runtime": 0.7852,
+      "eval_samples_per_second": 63.68,
+      "eval_steps_per_second": 5.094,
+      "step": 20
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+    {
+      "epoch": 24.0,
+      "grad_norm": 3.4685783703025663e-06,
+      "learning_rate": 0.0,
+      "loss": 0.0,
+      "step": 30
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+    {
+      "epoch": 24.0,
+      "eval_accuracy": 0.96,
+      "eval_loss": 0.48243218660354614,
+      "eval_runtime": 0.8586,
+      "eval_samples_per_second": 58.234,
+      "eval_steps_per_second": 4.659,
+      "step": 30
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+    {
+      "epoch": 24.0,
+      "step": 30,
+      "total_flos": 4.733614621883105e+17,
+      "train_loss": 2.570450305938721e-08,
+      "train_runtime": 320.776,
+      "train_samples_per_second": 6.734,
+      "train_steps_per_second": 0.094
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 30,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 30,
+  "save_steps": 10,
+  "stateful_callbacks": {
+    "EarlyStoppingCallback": {
+      "args": {
+        "early_stopping_patience": 5,
+        "early_stopping_threshold": 0.01
+      },
+      "attributes": {
+        "early_stopping_patience_counter": 2
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+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
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+  },
+  "total_flos": 4.733614621883105e+17,
+  "train_batch_size": 16,
+  "trial_name": null,
+  "trial_params": null
+}