End of training

all_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 3.22972972972973,
+    "eval_accuracy": 0.8387096774193549,
+    "eval_loss": 0.409178227186203,
+    "eval_runtime": 47.0636,
+    "eval_samples_per_second": 3.293,
+    "eval_steps_per_second": 0.425
+}

runs/May28_11-36-25_e6b4c04040c9/events.out.tfevents.1716897149.e6b4c04040c9.18370.1

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f1d0a3fc64623d99e0fa8cb365cdfa29d949f93ed8bfe6acfcfe486e9ac2a0c1
-size 411
+oid sha256:830f9264fc441f4e65405094f2e7bcdbbd90d88d6404920de8d964ad33cafbc2
+size 734

test_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 3.22972972972973,
+    "eval_accuracy": 0.8387096774193549,
+    "eval_loss": 0.409178227186203,
+    "eval_runtime": 47.0636,
+    "eval_samples_per_second": 3.293,
+    "eval_steps_per_second": 0.425
+}

trainer_state.json

@@ -0,0 +1,194 @@
+{
+  "best_metric": 0.8857142857142857,
+  "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-148",
+  "epoch": 3.22972972972973,
+  "eval_steps": 500,
+  "global_step": 148,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.06756756756756757,
+      "grad_norm": 6.447524070739746,
+      "learning_rate": 3.3333333333333335e-05,
+      "loss": 2.3807,
+      "step": 10
+    },
+    {
+      "epoch": 0.13513513513513514,
+      "grad_norm": 7.273045539855957,
+      "learning_rate": 4.81203007518797e-05,
+      "loss": 2.2314,
+      "step": 20
+    },
+    {
+      "epoch": 0.20270270270270271,
+      "grad_norm": 8.625303268432617,
+      "learning_rate": 4.43609022556391e-05,
+      "loss": 2.1403,
+      "step": 30
+    },
+    {
+      "epoch": 0.25675675675675674,
+      "eval_accuracy": 0.5142857142857142,
+      "eval_loss": 1.731579065322876,
+      "eval_runtime": 20.0887,
+      "eval_samples_per_second": 3.485,
+      "eval_steps_per_second": 0.448,
+      "step": 38
+    },
+    {
+      "epoch": 1.0135135135135136,
+      "grad_norm": 8.90733528137207,
+      "learning_rate": 4.0601503759398494e-05,
+      "loss": 1.968,
+      "step": 40
+    },
+    {
+      "epoch": 1.0810810810810811,
+      "grad_norm": 10.461448669433594,
+      "learning_rate": 3.6842105263157895e-05,
+      "loss": 1.5209,
+      "step": 50
+    },
+    {
+      "epoch": 1.1486486486486487,
+      "grad_norm": 68.34122467041016,
+      "learning_rate": 3.3082706766917295e-05,
+      "loss": 1.2307,
+      "step": 60
+    },
+    {
+      "epoch": 1.2162162162162162,
+      "grad_norm": 10.887399673461914,
+      "learning_rate": 2.9323308270676693e-05,
+      "loss": 0.8431,
+      "step": 70
+    },
+    {
+      "epoch": 1.2567567567567568,
+      "eval_accuracy": 0.7285714285714285,
+      "eval_loss": 0.8928426504135132,
+      "eval_runtime": 20.3734,
+      "eval_samples_per_second": 3.436,
+      "eval_steps_per_second": 0.442,
+      "step": 76
+    },
+    {
+      "epoch": 2.027027027027027,
+      "grad_norm": 5.018065452575684,
+      "learning_rate": 2.556390977443609e-05,
+      "loss": 0.8045,
+      "step": 80
+    },
+    {
+      "epoch": 2.0945945945945947,
+      "grad_norm": 4.78250789642334,
+      "learning_rate": 2.1804511278195487e-05,
+      "loss": 0.5899,
+      "step": 90
+    },
+    {
+      "epoch": 2.1621621621621623,
+      "grad_norm": 10.711965560913086,
+      "learning_rate": 1.8045112781954888e-05,
+      "loss": 0.5134,
+      "step": 100
+    },
+    {
+      "epoch": 2.22972972972973,
+      "grad_norm": 7.2737650871276855,
+      "learning_rate": 1.4285714285714285e-05,
+      "loss": 0.3876,
+      "step": 110
+    },
+    {
+      "epoch": 2.2567567567567566,
+      "eval_accuracy": 0.8285714285714286,
+      "eval_loss": 0.40636110305786133,
+      "eval_runtime": 19.4773,
+      "eval_samples_per_second": 3.594,
+      "eval_steps_per_second": 0.462,
+      "step": 114
+    },
+    {
+      "epoch": 3.0405405405405403,
+      "grad_norm": 2.563310146331787,
+      "learning_rate": 1.0526315789473684e-05,
+      "loss": 0.3354,
+      "step": 120
+    },
+    {
+      "epoch": 3.108108108108108,
+      "grad_norm": 5.6177215576171875,
+      "learning_rate": 6.766917293233083e-06,
+      "loss": 0.2464,
+      "step": 130
+    },
+    {
+      "epoch": 3.175675675675676,
+      "grad_norm": 9.905891418457031,
+      "learning_rate": 3.007518796992481e-06,
+      "loss": 0.2913,
+      "step": 140
+    },
+    {
+      "epoch": 3.22972972972973,
+      "eval_accuracy": 0.8857142857142857,
+      "eval_loss": 0.3383012115955353,
+      "eval_runtime": 20.5339,
+      "eval_samples_per_second": 3.409,
+      "eval_steps_per_second": 0.438,
+      "step": 148
+    },
+    {
+      "epoch": 3.22972972972973,
+      "step": 148,
+      "total_flos": 1.460491890402263e+18,
+      "train_loss": 1.0594123150851276,
+      "train_runtime": 875.9405,
+      "train_samples_per_second": 1.352,
+      "train_steps_per_second": 0.169
+    },
+    {
+      "epoch": 3.22972972972973,
+      "eval_accuracy": 0.8387096774193549,
+      "eval_loss": 0.409178227186203,
+      "eval_runtime": 47.1559,
+      "eval_samples_per_second": 3.287,
+      "eval_steps_per_second": 0.424,
+      "step": 148
+    },
+    {
+      "epoch": 3.22972972972973,
+      "eval_accuracy": 0.8387096774193549,
+      "eval_loss": 0.409178227186203,
+      "eval_runtime": 47.0636,
+      "eval_samples_per_second": 3.293,
+      "eval_steps_per_second": 0.425,
+      "step": 148
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 148,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 9223372036854775807,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 1.460491890402263e+18,
+  "train_batch_size": 8,
+  "trial_name": null,
+  "trial_params": null
+}