dungeon-geo-morphs

README.md

@@ -3,6 +3,7 @@ library_name: transformers
 license: apache-2.0
 base_model: google/vit-large-patch16-224-in21k
 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
@@ -31,9 +32,9 @@ should probably proofread and complete it, then remove this comment. -->
 
 # vit-large-patch16-224-in21k-dungeon-geo-morphs-denoised-04Dec24-004
 
-This model is a fine-tuned version of [google/vit-large-patch16-224-in21k](https://huggingface.co/google/vit-large-patch16-224-in21k) on the imagefolder dataset.
+This model is a fine-tuned version of [google/vit-large-patch16-224-in21k](https://huggingface.co/google/vit-large-patch16-224-in21k) on the dungeon-geo-morphs dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0254
+- Loss: 0.0486
 - Accuracy: 1.0
 
 ## Model description

all_results.json

@@ -0,0 +1,13 @@
+{
+    "epoch": 32.0,
+    "eval_accuracy": 1.0,
+    "eval_loss": 0.04863843694329262,
+    "eval_runtime": 8.3684,
+    "eval_samples_per_second": 59.151,
+    "eval_steps_per_second": 7.409,
+    "total_flos": 7.012786101918106e+17,
+    "train_loss": 0.3742759317159653,
+    "train_runtime": 515.5392,
+    "train_samples_per_second": 6.207,
+    "train_steps_per_second": 0.155
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 32.0,
+    "eval_accuracy": 1.0,
+    "eval_loss": 0.04863843694329262,
+    "eval_runtime": 8.3684,
+    "eval_samples_per_second": 59.151,
+    "eval_steps_per_second": 7.409
+}

runs/Dec04_11-31-15_2256fb19348a/events.out.tfevents.1733312494.2256fb19348a.185.8

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:80e390841c01a76b47c6ac47e46373a2d250be4f4439439702c157ff28e472cf
+size 405

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 32.0,
+    "total_flos": 7.012786101918106e+17,
+    "train_loss": 0.3742759317159653,
+    "train_runtime": 515.5392,
+    "train_samples_per_second": 6.207,
+    "train_steps_per_second": 0.155
+}

trainer_state.json

@@ -0,0 +1,179 @@
+{
+  "best_metric": 1.0,
+  "best_model_checkpoint": "vit-large-patch16-224-in21k-dungeon-geo-morphs-denoised-04Dec24-004/checkpoint-60",
+  "epoch": 32.0,
+  "eval_steps": 10,
+  "global_step": 80,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 4.0,
+      "grad_norm": 22.540977478027344,
+      "learning_rate": 1.9444444444444445e-05,
+      "loss": 1.4428,
+      "step": 10
+    },
+    {
+      "epoch": 4.0,
+      "eval_accuracy": 0.7191919191919192,
+      "eval_loss": 1.0773916244506836,
+      "eval_runtime": 6.7476,
+      "eval_samples_per_second": 73.36,
+      "eval_steps_per_second": 9.188,
+      "step": 10
+    },
+    {
+      "epoch": 8.0,
+      "grad_norm": 16.13055419921875,
+      "learning_rate": 1.6666666666666667e-05,
+      "loss": 0.8313,
+      "step": 20
+    },
+    {
+      "epoch": 8.0,
+      "eval_accuracy": 0.901010101010101,
+      "eval_loss": 0.5764275789260864,
+      "eval_runtime": 7.5966,
+      "eval_samples_per_second": 65.161,
+      "eval_steps_per_second": 8.162,
+      "step": 20
+    },
+    {
+      "epoch": 12.0,
+      "grad_norm": 15.618579864501953,
+      "learning_rate": 1.388888888888889e-05,
+      "loss": 0.3864,
+      "step": 30
+    },
+    {
+      "epoch": 12.0,
+      "eval_accuracy": 0.9575757575757575,
+      "eval_loss": 0.27515658736228943,
+      "eval_runtime": 6.9694,
+      "eval_samples_per_second": 71.024,
+      "eval_steps_per_second": 8.896,
+      "step": 30
+    },
+    {
+      "epoch": 16.0,
+      "grad_norm": 9.556358337402344,
+      "learning_rate": 1.138888888888889e-05,
+      "loss": 0.164,
+      "step": 40
+    },
+    {
+      "epoch": 16.0,
+      "eval_accuracy": 0.9878787878787879,
+      "eval_loss": 0.12990407645702362,
+      "eval_runtime": 7.9225,
+      "eval_samples_per_second": 62.48,
+      "eval_steps_per_second": 7.826,
+      "step": 40
+    },
+    {
+      "epoch": 20.0,
+      "grad_norm": 3.7325854301452637,
+      "learning_rate": 8.611111111111112e-06,
+      "loss": 0.08,
+      "step": 50
+    },
+    {
+      "epoch": 20.0,
+      "eval_accuracy": 0.9959595959595959,
+      "eval_loss": 0.07361849397420883,
+      "eval_runtime": 6.9011,
+      "eval_samples_per_second": 71.728,
+      "eval_steps_per_second": 8.984,
+      "step": 50
+    },
+    {
+      "epoch": 24.0,
+      "grad_norm": 11.820351600646973,
+      "learning_rate": 5.833333333333334e-06,
+      "loss": 0.046,
+      "step": 60
+    },
+    {
+      "epoch": 24.0,
+      "eval_accuracy": 1.0,
+      "eval_loss": 0.04863843694329262,
+      "eval_runtime": 6.5716,
+      "eval_samples_per_second": 75.324,
+      "eval_steps_per_second": 9.434,
+      "step": 60
+    },
+    {
+      "epoch": 28.0,
+      "grad_norm": 0.9473109245300293,
+      "learning_rate": 3.055555555555556e-06,
+      "loss": 0.0243,
+      "step": 70
+    },
+    {
+      "epoch": 28.0,
+      "eval_accuracy": 0.9939393939393939,
+      "eval_loss": 0.03686562925577164,
+      "eval_runtime": 7.118,
+      "eval_samples_per_second": 69.542,
+      "eval_steps_per_second": 8.71,
+      "step": 70
+    },
+    {
+      "epoch": 32.0,
+      "grad_norm": 0.8807145357131958,
+      "learning_rate": 2.7777777777777776e-07,
+      "loss": 0.0194,
+      "step": 80
+    },
+    {
+      "epoch": 32.0,
+      "eval_accuracy": 1.0,
+      "eval_loss": 0.02539004758000374,
+      "eval_runtime": 6.5686,
+      "eval_samples_per_second": 75.358,
+      "eval_steps_per_second": 9.439,
+      "step": 80
+    },
+    {
+      "epoch": 32.0,
+      "step": 80,
+      "total_flos": 7.012786101918106e+17,
+      "train_loss": 0.3742759317159653,
+      "train_runtime": 515.5392,
+      "train_samples_per_second": 6.207,
+      "train_steps_per_second": 0.155
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 80,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 40,
+  "save_steps": 10,
+  "stateful_callbacks": {
+    "EarlyStoppingCallback": {
+      "args": {
+        "early_stopping_patience": 5,
+        "early_stopping_threshold": 0.01
+      },
+      "attributes": {
+        "early_stopping_patience_counter": 4
+      }
+    },
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 7.012786101918106e+17,
+  "train_batch_size": 8,
+  "trial_name": null,
+  "trial_params": null
+}