End of training

README.md

@@ -1,6 +1,7 @@
 ---
 base_model: anderloh/Hugginhface-master-wav2vec-pretreined-5-class-train-test
 tags:
+- audio-classification
 - generated_from_trainer
 metrics:
 - accuracy
@@ -14,7 +15,7 @@ should probably proofread and complete it, then remove this comment. -->
 
 # testV5
 
-This model is a fine-tuned version of [anderloh/Hugginhface-master-wav2vec-pretreined-5-class-train-test](https://huggingface.co/anderloh/Hugginhface-master-wav2vec-pretreined-5-class-train-test) on an unknown dataset.
+This model is a fine-tuned version of [anderloh/Hugginhface-master-wav2vec-pretreined-5-class-train-test](https://huggingface.co/anderloh/Hugginhface-master-wav2vec-pretreined-5-class-train-test) on the anderloh/Master5Class dataset.
 It achieves the following results on the evaluation set:
 - Loss: 1.5942
 - Accuracy: 0.2238

all_results.json

@@ -0,0 +1,12 @@
+{
+    "epoch": 4.62,
+    "eval_accuracy": 0.22377622377622378,
+    "eval_loss": 1.5941802263259888,
+    "eval_runtime": 16.5399,
+    "eval_samples_per_second": 17.291,
+    "eval_steps_per_second": 0.181,
+    "train_loss": 1.58863525390625,
+    "train_runtime": 185.1041,
+    "train_samples_per_second": 41.814,
+    "train_steps_per_second": 0.081
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 4.62,
+    "eval_accuracy": 0.22377622377622378,
+    "eval_loss": 1.5941802263259888,
+    "eval_runtime": 16.5399,
+    "eval_samples_per_second": 17.291,
+    "eval_steps_per_second": 0.181
+}

runs/Jun21_14-51-34_ml6.hpc.uio.no/events.out.tfevents.1718974531.ml6.hpc.uio.no.86779.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb1f76ea686e3b0bb2825178b6545fea28671e1a54567df452a211a1183ded9d
+size 405

train_results.json

@@ -0,0 +1,7 @@
+{
+    "epoch": 4.62,
+    "train_loss": 1.58863525390625,
+    "train_runtime": 185.1041,
+    "train_samples_per_second": 41.814,
+    "train_steps_per_second": 0.081
+}

trainer_state.json

@@ -0,0 +1,75 @@
+{
+  "best_metric": 0.22377622377622378,
+  "best_model_checkpoint": "wav2vec2-5Class-train-test-finetune-V6/checkpoint-15",
+  "epoch": 4.615384615384615,
+  "eval_steps": 500,
+  "global_step": 15,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.92,
+      "eval_accuracy": 0.16083916083916083,
+      "eval_loss": 1.6008596420288086,
+      "eval_runtime": 11.4066,
+      "eval_samples_per_second": 25.073,
+      "eval_steps_per_second": 0.263,
+      "step": 3
+    },
+    {
+      "epoch": 1.85,
+      "eval_accuracy": 0.16433566433566432,
+      "eval_loss": 1.5979312658309937,
+      "eval_runtime": 12.1453,
+      "eval_samples_per_second": 23.548,
+      "eval_steps_per_second": 0.247,
+      "step": 6
+    },
+    {
+      "epoch": 2.77,
+      "eval_accuracy": 0.19230769230769232,
+      "eval_loss": 1.5959227085113525,
+      "eval_runtime": 10.8887,
+      "eval_samples_per_second": 26.266,
+      "eval_steps_per_second": 0.276,
+      "step": 9
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+    {
+      "epoch": 4.0,
+      "eval_accuracy": 0.2202797202797203,
+      "eval_loss": 1.5944311618804932,
+      "eval_runtime": 8.0916,
+      "eval_samples_per_second": 35.345,
+      "eval_steps_per_second": 0.371,
+      "step": 13
+    },
+    {
+      "epoch": 4.62,
+      "eval_accuracy": 0.22377622377622378,
+      "eval_loss": 1.5941802263259888,
+      "eval_runtime": 12.9434,
+      "eval_samples_per_second": 22.096,
+      "eval_steps_per_second": 0.232,
+      "step": 15
+    },
+    {
+      "epoch": 4.62,
+      "step": 15,
+      "total_flos": 6.3202552444416e+16,
+      "train_loss": 1.58863525390625,
+      "train_runtime": 185.1041,
+      "train_samples_per_second": 41.814,
+      "train_steps_per_second": 0.081
+    }
+  ],
+  "logging_steps": 100,
+  "max_steps": 15,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 5,
+  "save_steps": 500,
+  "total_flos": 6.3202552444416e+16,
+  "train_batch_size": 128,
+  "trial_name": null,
+  "trial_params": null
+}