End of training

README.md

@@ -18,8 +18,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [facebook/timesformer-base-finetuned-k400](https://huggingface.co/facebook/timesformer-base-finetuned-k400) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5587
-- Accuracy: 0.8606
+- Loss: 0.6466
+- Accuracy: 0.7729
 
 ## Model description
 
@@ -51,8 +51,8 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch  | Step | Validation Loss | Accuracy |
 |:-------------:|:------:|:----:|:---------------:|:--------:|
-| 1.0378        | 0.5027 | 184  | 0.0439          | 0.9938   |
-| 0.0071        | 1.4973 | 366  | 0.0294          | 0.9938   |
+| 1.0807        | 0.5027 | 184  | 0.0535          | 0.9877   |
+| 0.0103        | 1.4973 | 366  | 0.0050          | 1.0      |
 
 
 ### Framework versions

all_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 1.4972677595628414,
-    "eval_accuracy": 0.8605577689243028,
-    "eval_loss": 0.558680534362793,
-    "eval_runtime": 56.3547,
-    "eval_samples_per_second": 4.454,
-    "eval_steps_per_second": 0.568
+    "eval_accuracy": 0.7729083665338645,
+    "eval_loss": 0.6465751528739929,
+    "eval_runtime": 56.8816,
+    "eval_samples_per_second": 4.413,
+    "eval_steps_per_second": 0.563
 }

test_results.json

@@ -1,8 +1,8 @@
 {
     "epoch": 1.4972677595628414,
-    "eval_accuracy": 0.8605577689243028,
-    "eval_loss": 0.558680534362793,
-    "eval_runtime": 56.3547,
-    "eval_samples_per_second": 4.454,
-    "eval_steps_per_second": 0.568
+    "eval_accuracy": 0.7729083665338645,
+    "eval_loss": 0.6465751528739929,
+    "eval_runtime": 56.8816,
+    "eval_samples_per_second": 4.413,
+    "eval_steps_per_second": 0.563
 }

trainer_state.json

@@ -1,6 +1,6 @@
 {
-  "best_metric": 0.9938271604938271,
-  "best_model_checkpoint": "/media/cse/HDD/Shawon/shawon/10 fold timesformer/Timesformer_default_fold_10_10_epoch_noAug_batch8_codecheck/checkpoint-184",
+  "best_metric": 1.0,
+  "best_model_checkpoint": "/media/cse/HDD/Shawon/shawon/10 fold timesformer/Timesformer_default_fold_10_10_epoch_noAug_batch8_codecheck/checkpoint-366",
   "epoch": 1.4972677595628414,
   "eval_steps": 500,
   "global_step": 366,
@@ -10,59 +10,59 @@
   "log_history": [
     {
       "epoch": 0.273224043715847,
-      "grad_norm": 5.68522834777832,
+      "grad_norm": 2.9251768589019775,
       "learning_rate": 4.0425531914893614e-05,
-      "loss": 1.0378,
+      "loss": 1.0807,
       "step": 100
     },
     {
       "epoch": 0.5027322404371585,
-      "eval_accuracy": 0.9938271604938271,
-      "eval_loss": 0.043890539556741714,
-      "eval_runtime": 35.8055,
-      "eval_samples_per_second": 4.524,
-      "eval_steps_per_second": 0.587,
+      "eval_accuracy": 0.9876543209876543,
+      "eval_loss": 0.05346473678946495,
+      "eval_runtime": 35.9996,
+      "eval_samples_per_second": 4.5,
+      "eval_steps_per_second": 0.583,
       "step": 184
     },
     {
       "epoch": 1.0437158469945356,
-      "grad_norm": 0.8934206366539001,
+      "grad_norm": 0.32789137959480286,
       "learning_rate": 2.5227963525835867e-05,
-      "loss": 0.0576,
+      "loss": 0.0506,
       "step": 200
     },
     {
       "epoch": 1.3169398907103824,
-      "grad_norm": 0.027018578723073006,
+      "grad_norm": 0.02562747336924076,
       "learning_rate": 1.0030395136778116e-05,
-      "loss": 0.0071,
+      "loss": 0.0103,
       "step": 300
     },
     {
       "epoch": 1.4972677595628414,
-      "eval_accuracy": 0.9938271604938271,
-      "eval_loss": 0.02938413992524147,
-      "eval_runtime": 35.6091,
-      "eval_samples_per_second": 4.549,
-      "eval_steps_per_second": 0.59,
+      "eval_accuracy": 1.0,
+      "eval_loss": 0.004981487523764372,
+      "eval_runtime": 37.6527,
+      "eval_samples_per_second": 4.302,
+      "eval_steps_per_second": 0.558,
       "step": 366
     },
     {
       "epoch": 1.4972677595628414,
       "step": 366,
       "total_flos": 2.5593885881922355e+18,
-      "train_loss": 0.3019076148913206,
-      "train_runtime": 952.6261,
-      "train_samples_per_second": 3.074,
+      "train_loss": 0.31245257681021926,
+      "train_runtime": 952.1445,
+      "train_samples_per_second": 3.075,
       "train_steps_per_second": 0.384
     },
     {
       "epoch": 1.4972677595628414,
-      "eval_accuracy": 0.8605577689243028,
-      "eval_loss": 0.558680534362793,
-      "eval_runtime": 56.3547,
-      "eval_samples_per_second": 4.454,
-      "eval_steps_per_second": 0.568,
+      "eval_accuracy": 0.7729083665338645,
+      "eval_loss": 0.6465751528739929,
+      "eval_runtime": 56.8816,
+      "eval_samples_per_second": 4.413,
+      "eval_steps_per_second": 0.563,
       "step": 366
     }
   ],