End of training

README.md

@@ -2,6 +2,8 @@
 license: apache-2.0
 base_model: google/vit-base-patch16-224-in21k
 tags:
+- image-classification
+- vision
 - generated_from_trainer
 datasets:
 - imagefolder
@@ -22,7 +24,7 @@ model-index:
     metrics:
     - name: Accuracy
       type: accuracy
-      value: 0.9526822558459422
+      value: 0.9515818431911967
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -32,8 +34,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the imagefolder dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.3896
-- Accuracy: 0.9527
+- Loss: 0.1827
+- Accuracy: 0.9516
 
 ## Model description
 

all_results.json

@@ -1,12 +1,12 @@
 {
     "epoch": 150.0,
-    "eval_accuracy": 0.9642684693384839,
-    "eval_loss": 0.1337985098361969,
-    "eval_runtime": 4.8461,
-    "eval_samples_per_second": 427.351,
-    "eval_steps_per_second": 53.445,
-    "train_loss": 0.04562526514384151,
-    "train_runtime": 12080.4717,
-    "train_samples_per_second": 145.648,
-    "train_steps_per_second": 18.215
+    "eval_accuracy": 0.9515818431911967,
+    "eval_loss": 0.18269842863082886,
+    "eval_runtime": 8.2592,
+    "eval_samples_per_second": 440.114,
+    "eval_steps_per_second": 55.09,
+    "train_loss": 0.08211426009329709,
+    "train_runtime": 20002.7488,
+    "train_samples_per_second": 154.464,
+    "train_steps_per_second": 19.31
 }

eval_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 150.0,
-    "eval_accuracy": 0.9642684693384839,
-    "eval_loss": 0.1337985098361969,
-    "eval_runtime": 4.8461,
-    "eval_samples_per_second": 427.351,
-    "eval_steps_per_second": 53.445
+    "eval_accuracy": 0.9515818431911967,
+    "eval_loss": 0.18269842863082886,
+    "eval_runtime": 8.2592,
+    "eval_samples_per_second": 440.114,
+    "eval_steps_per_second": 55.09
 }

train_results.json

@@ -1,7 +1,7 @@
 {
     "epoch": 150.0,
-    "train_loss": 0.04562526514384151,
-    "train_runtime": 12080.4717,
-    "train_samples_per_second": 145.648,
-    "train_steps_per_second": 18.215
+    "train_loss": 0.08211426009329709,
+    "train_runtime": 20002.7488,
+    "train_samples_per_second": 154.464,
+    "train_steps_per_second": 19.31
 }