End of training

README.md

@@ -3,6 +3,8 @@ library_name: transformers
 license: apache-2.0
 base_model: timm/resnet18.a1_in1k
 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 [timm/resnet18.a1_in1k](https://huggingface.co/timm/resnet18.a1_in1k) on an unknown dataset.
+This model is a fine-tuned version of [timm/resnet18.a1_in1k](https://huggingface.co/timm/resnet18.a1_in1k) on the beans dataset.
 It achieves the following results on the evaluation set:
-- Accuracy: 0.8195
-- Loss: 0.7380
+- Loss: 1.1283
+- Accuracy: 0.3308
 
 ## Model description
 

all_results.json

@@ -1,13 +1,13 @@
 {
     "epoch": 15.0,
-    "eval_accuracy": 0.8195488721804511,
-    "eval_loss": 0.738013505935669,
-    "eval_runtime": 0.7577,
-    "eval_samples_per_second": 175.539,
-    "eval_steps_per_second": 22.437,
+    "eval_accuracy": 0.3308270676691729,
+    "eval_loss": 1.1282602548599243,
+    "eval_runtime": 0.9945,
+    "eval_samples_per_second": 133.736,
+    "eval_steps_per_second": 17.094,
     "total_flos": 1.5658365504595968e+17,
-    "train_loss": 0.9225189507313264,
-    "train_runtime": 140.2,
-    "train_samples_per_second": 110.628,
-    "train_steps_per_second": 13.909
+    "train_loss": 0.0,
+    "train_runtime": 1.3792,
+    "train_samples_per_second": 11245.899,
+    "train_steps_per_second": 1413.894
 }

config.json

@@ -56,6 +56,7 @@
       288
     ]
   },
+  "problem_type": "single_label_classification",
   "torch_dtype": "float32",
   "transformers_version": "4.47.0.dev0"
 }

eval_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 15.0,
-    "eval_accuracy": 0.8195488721804511,
-    "eval_loss": 0.738013505935669,
-    "eval_runtime": 0.7577,
-    "eval_samples_per_second": 175.539,
-    "eval_steps_per_second": 22.437
+    "eval_accuracy": 0.3308270676691729,
+    "eval_loss": 1.1282602548599243,
+    "eval_runtime": 0.9945,
+    "eval_samples_per_second": 133.736,
+    "eval_steps_per_second": 17.094
 }

runs/Nov19_22-38-05_ip-10-90-1-182/events.out.tfevents.1732055895.ip-10-90-1-182.3352928.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6eae8e1be55a6df7d6a8de6a18fe8bbe2b9afdfb533dc4afe76d05df551a96b8
+size 411

train_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 15.0,
     "total_flos": 1.5658365504595968e+17,
-    "train_loss": 0.9225189507313264,
-    "train_runtime": 140.2,
-    "train_samples_per_second": 110.628,
-    "train_steps_per_second": 13.909
+    "train_loss": 0.0,
+    "train_runtime": 1.3792,
+    "train_samples_per_second": 11245.899,
+    "train_steps_per_second": 1413.894
 }

trainer_state.json

@@ -1512,10 +1512,10 @@
       "epoch": 15.0,
       "step": 1950,
       "total_flos": 1.5658365504595968e+17,
-      "train_loss": 0.9225189507313264,
-      "train_runtime": 140.2,
-      "train_samples_per_second": 110.628,
-      "train_steps_per_second": 13.909
+      "train_loss": 0.0,
+      "train_runtime": 1.3792,
+      "train_samples_per_second": 11245.899,
+      "train_steps_per_second": 1413.894
     }
   ],
   "logging_steps": 10,