End of training

README.md

@@ -3,6 +3,8 @@ library_name: transformers
 license: apache-2.0
 base_model: timm/mobilenetv3_large_100.miil_in21k
 tags:
+- image-classification
+- vision
 - generated_from_trainer
 metrics:
 - accuracy
@@ -16,10 +18,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # test-timm
 
-This model is a fine-tuned version of [timm/mobilenetv3_large_100.miil_in21k](https://huggingface.co/timm/mobilenetv3_large_100.miil_in21k) on an unknown dataset.
+This model is a fine-tuned version of [timm/mobilenetv3_large_100.miil_in21k](https://huggingface.co/timm/mobilenetv3_large_100.miil_in21k) on the davanstrien/zenodo-presentations-open-labels dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5182
-- Accuracy: 0.7992
+- Loss: 0.4897
+- Accuracy: 0.7913
 
 ## Model description
 

all_results.json

@@ -1,13 +1,13 @@
 {
-    "epoch": 50.0,
-    "eval_accuracy": 0.7874015748031497,
-    "eval_loss": 0.4903908967971802,
-    "eval_runtime": 3.9654,
-    "eval_samples_per_second": 64.055,
-    "eval_steps_per_second": 1.009,
-    "total_flos": 2.72467378584576e+17,
-    "train_loss": 0.4791690407628598,
-    "train_runtime": 1616.3187,
-    "train_samples_per_second": 44.391,
-    "train_steps_per_second": 0.711
+    "epoch": 200.0,
+    "eval_accuracy": 0.7913385826771654,
+    "eval_loss": 0.4896911084651947,
+    "eval_runtime": 3.765,
+    "eval_samples_per_second": 67.464,
+    "eval_steps_per_second": 0.531,
+    "total_flos": 1.089869514338304e+18,
+    "train_loss": 0.30267460563908455,
+    "train_runtime": 4787.5341,
+    "train_samples_per_second": 59.947,
+    "train_steps_per_second": 0.961
 }

eval_results.json

@@ -1,8 +1,8 @@
 {
-    "epoch": 50.0,
-    "eval_accuracy": 0.7874015748031497,
-    "eval_loss": 0.4903908967971802,
-    "eval_runtime": 3.9654,
-    "eval_samples_per_second": 64.055,
-    "eval_steps_per_second": 1.009
+    "epoch": 200.0,
+    "eval_accuracy": 0.7913385826771654,
+    "eval_loss": 0.4896911084651947,
+    "eval_runtime": 3.765,
+    "eval_samples_per_second": 67.464,
+    "eval_steps_per_second": 0.531
 }

runs/Oct11_10-24-55_ed9849b3ed7e/events.out.tfevents.1728647095.ed9849b3ed7e.26007.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0c86b0f80850104f760c9ddd21f571b204122a266e989f4b90cc22f88226d543
+size 411

train_results.json

@@ -1,8 +1,8 @@
 {
-    "epoch": 50.0,
-    "total_flos": 2.72467378584576e+17,
-    "train_loss": 0.4791690407628598,
-    "train_runtime": 1616.3187,
-    "train_samples_per_second": 44.391,
-    "train_steps_per_second": 0.711
+    "epoch": 200.0,
+    "total_flos": 1.089869514338304e+18,
+    "train_loss": 0.30267460563908455,
+    "train_runtime": 4787.5341,
+    "train_samples_per_second": 59.947,
+    "train_steps_per_second": 0.961
 }