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-0-4-28Nov24-004
 
-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: 0.3106
 - Accuracy: 0.9696

all_results.json

@@ -0,0 +1,13 @@
+{
+    "epoch": 24.0,
+    "eval_accuracy": 0.9696428571428571,
+    "eval_loss": 0.310621052980423,
+    "eval_runtime": 11.4471,
+    "eval_samples_per_second": 48.921,
+    "eval_steps_per_second": 3.058,
+    "total_flos": 5.259589576438579e+17,
+    "train_loss": 0.6509599208831787,
+    "train_runtime": 242.164,
+    "train_samples_per_second": 9.911,
+    "train_steps_per_second": 0.124
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 24.0,
+    "eval_accuracy": 0.9696428571428571,
+    "eval_loss": 0.310621052980423,
+    "eval_runtime": 11.4471,
+    "eval_samples_per_second": 48.921,
+    "eval_steps_per_second": 3.058
+}

runs/Nov28_19-05-34_c84079d71601/events.out.tfevents.1732821128.c84079d71601.1724.7

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:42f9ec49728d1ffae7c3fdbb39db6f94f52cdc59c76064ddc20f57ac8de8c797
+size 405

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 24.0,
+    "total_flos": 5.259589576438579e+17,
+    "train_loss": 0.6509599208831787,
+    "train_runtime": 242.164,
+    "train_samples_per_second": 9.911,
+    "train_steps_per_second": 0.124
+}

trainer_state.json

@@ -0,0 +1,90 @@
+{
+  "best_metric": 0.9696428571428571,
+  "best_model_checkpoint": "vit-large-patch16-224-dungeon-geo-morphs-0-4-28Nov24-004/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": 16.39291000366211,
+      "learning_rate": 7.4074074074074075e-06,
+      "loss": 1.283,
+      "step": 10
+    },
+    {
+      "epoch": 8.0,
+      "eval_accuracy": 0.7678571428571429,
+      "eval_loss": 0.8580448627471924,
+      "eval_runtime": 7.2394,
+      "eval_samples_per_second": 77.355,
+      "eval_steps_per_second": 4.835,
+      "step": 10
+    },
+    {
+      "epoch": 16.0,
+      "grad_norm": 9.70612621307373,
+      "learning_rate": 3.7037037037037037e-06,
+      "loss": 0.4696,
+      "step": 20
+    },
+    {
+      "epoch": 16.0,
+      "eval_accuracy": 0.9446428571428571,
+      "eval_loss": 0.42394301295280457,
+      "eval_runtime": 7.404,
+      "eval_samples_per_second": 75.635,
+      "eval_steps_per_second": 4.727,
+      "step": 20
+    },
+    {
+      "epoch": 24.0,
+      "grad_norm": 6.248332500457764,
+      "learning_rate": 0.0,
+      "loss": 0.2003,
+      "step": 30
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+    {
+      "epoch": 24.0,
+      "eval_accuracy": 0.9696428571428571,
+      "eval_loss": 0.310621052980423,
+      "eval_runtime": 7.8531,
+      "eval_samples_per_second": 71.31,
+      "eval_steps_per_second": 4.457,
+      "step": 30
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+    {
+      "epoch": 24.0,
+      "step": 30,
+      "total_flos": 5.259589576438579e+17,
+      "train_loss": 0.6509599208831787,
+      "train_runtime": 242.164,
+      "train_samples_per_second": 9.911,
+      "train_steps_per_second": 0.124
+    }
+  ],
+  "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
+      },
+      "attributes": {}
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+  },
+  "total_flos": 5.259589576438579e+17,
+  "train_batch_size": 16,
+  "trial_name": null,
+  "trial_params": null
+}