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
 metrics:
 - accuracy
@@ -15,10 +17,10 @@ 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 beans dataset.
 It achieves the following results on the evaluation set:
-- Accuracy: 0.9774
-- Loss: 0.0824
+- Loss: 0.0650
+- Accuracy: 0.9925
 
 ## Model description
 

all_results.json

@@ -2,12 +2,12 @@
     "epoch": 5.0,
     "eval_accuracy": 0.9924812030075187,
     "eval_loss": 0.06496671587228775,
-    "eval_runtime": 2.4595,
-    "eval_samples_per_second": 54.077,
-    "eval_steps_per_second": 6.912,
+    "eval_runtime": 2.2162,
+    "eval_samples_per_second": 60.013,
+    "eval_steps_per_second": 7.671,
     "total_flos": 4.006371770595533e+17,
-    "train_loss": 0.2193689556305225,
-    "train_runtime": 319.7554,
-    "train_samples_per_second": 16.169,
-    "train_steps_per_second": 2.033
+    "train_loss": 0.0,
+    "train_runtime": 0.178,
+    "train_samples_per_second": 29040.514,
+    "train_steps_per_second": 3651.128
 }

config.json

@@ -28,6 +28,7 @@
   "num_channels": 3,
   "num_hidden_layers": 12,
   "patch_size": 16,
+  "problem_type": "single_label_classification",
   "qkv_bias": true,
   "torch_dtype": "float32",
   "transformers_version": "4.43.0.dev0"

eval_results.json

@@ -2,7 +2,7 @@
     "epoch": 5.0,
     "eval_accuracy": 0.9924812030075187,
     "eval_loss": 0.06496671587228775,
-    "eval_runtime": 2.4595,
-    "eval_samples_per_second": 54.077,
-    "eval_steps_per_second": 6.912
+    "eval_runtime": 2.2162,
+    "eval_samples_per_second": 60.013,
+    "eval_steps_per_second": 7.671
 }

runs/Jul06_18-18-58_d9568e0fc9ba/events.out.tfevents.1720289970.d9568e0fc9ba.10921.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7f029f398fbed36d5b3c393b804980d468ce261b65f9699f62c4cae2b365a47
+size 411

train_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 5.0,
     "total_flos": 4.006371770595533e+17,
-    "train_loss": 0.2193689556305225,
-    "train_runtime": 319.7554,
-    "train_samples_per_second": 16.169,
-    "train_steps_per_second": 2.033
+    "train_loss": 0.0,
+    "train_runtime": 0.178,
+    "train_samples_per_second": 29040.514,
+    "train_steps_per_second": 3651.128
 }

trainer_state.json

@@ -512,10 +512,10 @@
       "epoch": 5.0,
       "step": 650,
       "total_flos": 4.006371770595533e+17,
-      "train_loss": 0.2193689556305225,
-      "train_runtime": 319.7554,
-      "train_samples_per_second": 16.169,
-      "train_steps_per_second": 2.033
+      "train_loss": 0.0,
+      "train_runtime": 0.178,
+      "train_samples_per_second": 29040.514,
+      "train_steps_per_second": 3651.128
     }
   ],
   "logging_steps": 10,