cheers again

README.md

@@ -2,6 +2,7 @@
 license: apache-2.0
 base_model: google/vit-base-patch16-224-in21k
 tags:
+- image-classification
 - generated_from_trainer
 metrics:
 - accuracy
@@ -15,10 +16,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # test-hasy-6
 
-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 None dataset.
+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 HASY dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6566
-- Accuracy: 0.7942
+- Loss: 0.6506
+- Accuracy: 0.8025
 
 ## Model description
 

all_results.json

@@ -1,13 +1,13 @@
 {
-    "epoch": 2.0,
-    "eval_accuracy": 0.4968814968814969,
-    "eval_loss": 2.8364877700805664,
-    "eval_runtime": 1.5798,
-    "eval_samples_per_second": 304.469,
-    "eval_steps_per_second": 38.613,
-    "total_flos": 6.710386542096384e+17,
-    "train_loss": 3.3293299987884635,
-    "train_runtime": 76.1938,
-    "train_samples_per_second": 113.526,
-    "train_steps_per_second": 14.201
+    "epoch": 50.0,
+    "eval_accuracy": 0.8024948024948025,
+    "eval_loss": 0.6505705118179321,
+    "eval_runtime": 1.5804,
+    "eval_samples_per_second": 304.355,
+    "eval_steps_per_second": 38.598,
+    "total_flos": 1.677596635524096e+19,
+    "train_loss": 1.4967251671528419,
+    "train_runtime": 2039.0451,
+    "train_samples_per_second": 106.055,
+    "train_steps_per_second": 13.266
 }

eval_results.json

@@ -1,8 +1,8 @@
 {
-    "epoch": 2.0,
-    "eval_accuracy": 0.4968814968814969,
-    "eval_loss": 2.8364877700805664,
-    "eval_runtime": 1.5798,
-    "eval_samples_per_second": 304.469,
-    "eval_steps_per_second": 38.613
+    "epoch": 50.0,
+    "eval_accuracy": 0.8024948024948025,
+    "eval_loss": 0.6505705118179321,
+    "eval_runtime": 1.5804,
+    "eval_samples_per_second": 304.355,
+    "eval_steps_per_second": 38.598
 }

runs/Mar12_19-07-22_30303fe9e772/events.out.tfevents.1710272509.30303fe9e772.1893.9

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea249507795640cfd99853148ed9ff738aa1490542fad866ea6f5d9aae5cdba4
+size 417

train_results.json

@@ -1,8 +1,8 @@
 {
-    "epoch": 2.0,
-    "total_flos": 6.710386542096384e+17,
-    "train_loss": 3.3293299987884635,
-    "train_runtime": 76.1938,
-    "train_samples_per_second": 113.526,
-    "train_steps_per_second": 14.201
+    "epoch": 50.0,
+    "total_flos": 1.677596635524096e+19,
+    "train_loss": 1.4967251671528419,
+    "train_runtime": 2039.0451,
+    "train_samples_per_second": 106.055,
+    "train_steps_per_second": 13.266
 }