End of training

README.md

@@ -20,11 +20,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.4289
-- Precision: 0.8736
-- Recall: 0.9207
-- F1: 0.8965
-- Accuracy: 0.8950
+- Loss: 0.3774
+- Precision: 0.8587
+- Recall: 0.9317
+- F1: 0.8937
+- Accuracy: 0.8924
 
 ## Model description
 

all_results.json

@@ -1,5 +1,13 @@
 {
     "epoch": 6.0,
+    "eval_accuracy": 0.8923719958202717,
+    "eval_f1": 0.8937048503611971,
+    "eval_loss": 0.37740620970726013,
+    "eval_precision": 0.858701041150223,
+    "eval_recall": 0.9316837009144702,
+    "eval_runtime": 109.2986,
+    "eval_samples_per_second": 35.023,
+    "eval_steps_per_second": 0.549,
     "total_flos": 1.4238223187805905e+19,
     "train_loss": 0.13623220103334482,
     "train_runtime": 9420.2145,

eval_results.json

@@ -0,0 +1,11 @@
+{
+    "epoch": 6.0,
+    "eval_accuracy": 0.8923719958202717,
+    "eval_f1": 0.8937048503611971,
+    "eval_loss": 0.37740620970726013,
+    "eval_precision": 0.858701041150223,
+    "eval_recall": 0.9316837009144702,
+    "eval_runtime": 109.2986,
+    "eval_samples_per_second": 35.023,
+    "eval_steps_per_second": 0.549
+}

runs/Jan11_15-01-00_cfbcec8a46fc/events.out.tfevents.1704994804.cfbcec8a46fc.419.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed51c70db0f243f9c9cce6a5e4769de7abe8de4104417e46603fcf7a60b62834
+size 560

trainer_state.json

@@ -1390,6 +1390,18 @@
       "train_runtime": 9420.2145,
       "train_samples_per_second": 19.505,
       "train_steps_per_second": 0.203
+    },
+    {
+      "epoch": 6.0,
+      "eval_accuracy": 0.8923719958202717,
+      "eval_f1": 0.8937048503611971,
+      "eval_loss": 0.37740620970726013,
+      "eval_precision": 0.858701041150223,
+      "eval_recall": 0.9316837009144702,
+      "eval_runtime": 109.2986,
+      "eval_samples_per_second": 35.023,
+      "eval_steps_per_second": 0.549,
+      "step": 1914
     }
   ],
   "logging_steps": 10,