End of training

README.md

@@ -1,6 +1,6 @@
 ---
 license: apache-2.0
-base_model: microsoft/swinv2-base-patch4-window12to16-192to256-22kto1k-ft
+base_model: microsoft/swinv2-base-patch4-window12-192-22k
 tags:
 - generated_from_trainer
 metrics:
@@ -15,10 +15,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 # 0.50-200Train-100Test-swinv2-base
 
-This model is a fine-tuned version of [microsoft/swinv2-base-patch4-window12to16-192to256-22kto1k-ft](https://huggingface.co/microsoft/swinv2-base-patch4-window12to16-192to256-22kto1k-ft) on an unknown dataset.
+This model is a fine-tuned version of [microsoft/swinv2-base-patch4-window12-192-22k](https://huggingface.co/microsoft/swinv2-base-patch4-window12-192-22k) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.7447
-- Accuracy: 0.8061
+- Loss: 0.8692
+- Accuracy: 0.8218
 
 ## Model description
 
@@ -46,17 +46,22 @@ The following hyperparameters were used during training:
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
 - lr_scheduler_warmup_ratio: 0.1
-- num_epochs: 5
+- num_epochs: 10
 
 ### Training results
 
 | Training Loss | Epoch  | Step | Validation Loss | Accuracy |
 |:-------------:|:------:|:----:|:---------------:|:--------:|
-| 1.091         | 0.9931 | 36   | 0.7873          | 0.7397   |
-| 0.4466        | 1.9862 | 72   | 0.7616          | 0.7659   |
-| 0.1971        | 2.9793 | 108  | 0.7490          | 0.7808   |
-| 0.0816        | 4.0    | 145  | 0.8106          | 0.7869   |
-| 0.0318        | 4.9655 | 180  | 0.7447          | 0.8061   |
+| 1.4079        | 0.9931 | 36   | 0.8584          | 0.7266   |
+| 0.4802        | 1.9862 | 72   | 0.6626          | 0.7886   |
+| 0.218         | 2.9793 | 108  | 0.7199          | 0.7904   |
+| 0.1184        | 4.0    | 145  | 0.7587          | 0.8096   |
+| 0.0531        | 4.9931 | 181  | 0.7530          | 0.8157   |
+| 0.0579        | 5.9862 | 217  | 0.7707          | 0.8070   |
+| 0.031         | 6.9793 | 253  | 0.8554          | 0.8262   |
+| 0.0094        | 8.0    | 290  | 0.8697          | 0.8122   |
+| 0.0131        | 8.9931 | 326  | 0.8843          | 0.8227   |
+| 0.0128        | 9.9310 | 360  | 0.8692          | 0.8218   |
 
 
 ### Framework versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:382e07f360c1e352981acf00d30ecddf13f004fe9cf88a9d4195f9b303030398
+oid sha256:06b1a1ba55998156048b433218c55a551bdbcae7586610cd0ef2cbc0df109506
 size 347686496