End of training

README.md

@@ -3,6 +3,8 @@ library_name: transformers
 license: apache-2.0
 base_model: google/vit-base-patch16-224-in21k
 tags:
+- image-classification
+- vision
 - generated_from_trainer
 metrics:
 - accuracy
@@ -16,10 +18,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # vit-base-beans
 
-This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown 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 AI-Lab-Makerere/beans dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0286
-- Accuracy: 0.9925
+- Loss: 0.0027
+- Accuracy: 1.0
 
 ## Model description
 

all_results.json

@@ -1,13 +1,13 @@
 {
-    "epoch": 5.0,
-    "eval_accuracy": 0.9924812030075187,
-    "eval_loss": 0.06546766310930252,
-    "eval_runtime": 0.8127,
-    "eval_samples_per_second": 163.65,
-    "eval_steps_per_second": 20.918,
-    "total_flos": 4.006371770595533e+17,
-    "train_loss": 0.0,
-    "train_runtime": 0.1521,
-    "train_samples_per_second": 33994.24,
-    "train_steps_per_second": 4273.937
+    "epoch": 50.0,
+    "eval_accuracy": 1.0,
+    "eval_loss": 0.0026711083482950926,
+    "eval_runtime": 0.4867,
+    "eval_samples_per_second": 273.276,
+    "eval_steps_per_second": 34.93,
+    "total_flos": 4.006371770595533e+18,
+    "train_loss": 0.058502563614971366,
+    "train_runtime": 459.1371,
+    "train_samples_per_second": 112.603,
+    "train_steps_per_second": 14.157
 }

eval_results.json

@@ -1,8 +1,8 @@
 {
-    "epoch": 5.0,
-    "eval_accuracy": 0.9924812030075187,
-    "eval_loss": 0.06546766310930252,
-    "eval_runtime": 0.8127,
-    "eval_samples_per_second": 163.65,
-    "eval_steps_per_second": 20.918
+    "epoch": 50.0,
+    "eval_accuracy": 1.0,
+    "eval_loss": 0.0026711083482950926,
+    "eval_runtime": 0.4867,
+    "eval_samples_per_second": 273.276,
+    "eval_steps_per_second": 34.93
 }

train_results.json

@@ -1,8 +1,8 @@
 {
-    "epoch": 5.0,
-    "total_flos": 4.006371770595533e+17,
-    "train_loss": 0.0,
-    "train_runtime": 0.1521,
-    "train_samples_per_second": 33994.24,
-    "train_steps_per_second": 4273.937
+    "epoch": 50.0,
+    "total_flos": 4.006371770595533e+18,
+    "train_loss": 0.058502563614971366,
+    "train_runtime": 459.1371,
+    "train_samples_per_second": 112.603,
+    "train_steps_per_second": 14.157
 }