End of training

all_results.json

@@ -0,0 +1,12 @@
+{
+    "epoch": 14.21,
+    "eval_loss": 0.0002610796655062586,
+    "eval_runtime": 4.4046,
+    "eval_samples_per_second": 30.196,
+    "eval_steps_per_second": 1.135,
+    "total_flos": 3.9447179555061105e+18,
+    "train_loss": 0.08187244446534249,
+    "train_runtime": 1269.7055,
+    "train_samples_per_second": 14.106,
+    "train_steps_per_second": 0.106
+}

eval_results.json

@@ -0,0 +1,7 @@
+{
+    "epoch": 14.21,
+    "eval_loss": 0.0002610796655062586,
+    "eval_runtime": 4.4046,
+    "eval_samples_per_second": 30.196,
+    "eval_steps_per_second": 1.135
+}

runs/Apr23_19-10-48_abf93a4c4e7c/events.out.tfevents.1713900955.abf93a4c4e7c.34.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c4b7e0d5345788759199d441832a468b33b67a3bb412a8bb343d3868d5f916e
+size 630

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 14.21,
+    "total_flos": 3.9447179555061105e+18,
+    "train_loss": 0.08187244446534249,
+    "train_runtime": 1269.7055,
+    "train_samples_per_second": 14.106,
+    "train_steps_per_second": 0.106
+}

trainer_state.json

@@ -0,0 +1,241 @@
+{
+  "best_metric": 0.0002610796655062586,
+  "best_model_checkpoint": "convnext-base-384-22k-1k-Kontur-competition-1.3K/checkpoint-135",
+  "epoch": 14.210526315789474,
+  "eval_steps": 500,
+  "global_step": 135,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.95,
+      "eval_loss": 0.5273232460021973,
+      "eval_runtime": 5.3966,
+      "eval_samples_per_second": 24.645,
+      "eval_steps_per_second": 0.927,
+      "step": 9
+    },
+    {
+      "epoch": 1.05,
+      "grad_norm": 14.016679763793945,
+      "learning_rate": 3.571428571428572e-05,
+      "loss": 0.6611,
+      "step": 10
+    },
+    {
+      "epoch": 2.0,
+      "eval_loss": 0.15177780389785767,
+      "eval_runtime": 4.4294,
+      "eval_samples_per_second": 30.027,
+      "eval_steps_per_second": 1.129,
+      "step": 19
+    },
+    {
+      "epoch": 2.11,
+      "grad_norm": 3.7719967365264893,
+      "learning_rate": 4.75206611570248e-05,
+      "loss": 0.2686,
+      "step": 20
+    },
+    {
+      "epoch": 2.95,
+      "eval_loss": 0.026649044826626778,
+      "eval_runtime": 4.3155,
+      "eval_samples_per_second": 30.819,
+      "eval_steps_per_second": 1.159,
+      "step": 28
+    },
+    {
+      "epoch": 3.16,
+      "grad_norm": 9.589371681213379,
+      "learning_rate": 4.338842975206612e-05,
+      "loss": 0.0899,
+      "step": 30
+    },
+    {
+      "epoch": 4.0,
+      "eval_loss": 0.00659002223983407,
+      "eval_runtime": 4.3662,
+      "eval_samples_per_second": 30.461,
+      "eval_steps_per_second": 1.145,
+      "step": 38
+    },
+    {
+      "epoch": 4.21,
+      "grad_norm": 24.757675170898438,
+      "learning_rate": 3.925619834710744e-05,
+      "loss": 0.0379,
+      "step": 40
+    },
+    {
+      "epoch": 4.95,
+      "eval_loss": 0.002536825370043516,
+      "eval_runtime": 4.318,
+      "eval_samples_per_second": 30.802,
+      "eval_steps_per_second": 1.158,
+      "step": 47
+    },
+    {
+      "epoch": 5.26,
+      "grad_norm": 0.6816350221633911,
+      "learning_rate": 3.512396694214876e-05,
+      "loss": 0.0202,
+      "step": 50
+    },
+    {
+      "epoch": 6.0,
+      "eval_loss": 0.0019522847142070532,
+      "eval_runtime": 4.4042,
+      "eval_samples_per_second": 30.199,
+      "eval_steps_per_second": 1.135,
+      "step": 57
+    },
+    {
+      "epoch": 6.32,
+      "grad_norm": 0.10703104734420776,
+      "learning_rate": 3.099173553719008e-05,
+      "loss": 0.0048,
+      "step": 60
+    },
+    {
+      "epoch": 6.95,
+      "eval_loss": 0.00098791706841439,
+      "eval_runtime": 4.3638,
+      "eval_samples_per_second": 30.478,
+      "eval_steps_per_second": 1.146,
+      "step": 66
+    },
+    {
+      "epoch": 7.37,
+      "grad_norm": 4.492315292358398,
+      "learning_rate": 2.6859504132231405e-05,
+      "loss": 0.0056,
+      "step": 70
+    },
+    {
+      "epoch": 8.0,
+      "eval_loss": 0.001134931342676282,
+      "eval_runtime": 4.3514,
+      "eval_samples_per_second": 30.565,
+      "eval_steps_per_second": 1.149,
+      "step": 76
+    },
+    {
+      "epoch": 8.42,
+      "grad_norm": 0.05526771396398544,
+      "learning_rate": 2.272727272727273e-05,
+      "loss": 0.0011,
+      "step": 80
+    },
+    {
+      "epoch": 8.95,
+      "eval_loss": 0.0004670162743423134,
+      "eval_runtime": 4.379,
+      "eval_samples_per_second": 30.372,
+      "eval_steps_per_second": 1.142,
+      "step": 85
+    },
+    {
+      "epoch": 9.47,
+      "grad_norm": 2.763624906539917,
+      "learning_rate": 1.859504132231405e-05,
+      "loss": 0.0017,
+      "step": 90
+    },
+    {
+      "epoch": 10.0,
+      "eval_loss": 0.0014447210123762488,
+      "eval_runtime": 4.3565,
+      "eval_samples_per_second": 30.529,
+      "eval_steps_per_second": 1.148,
+      "step": 95
+    },
+    {
+      "epoch": 10.53,
+      "grad_norm": 0.29414886236190796,
+      "learning_rate": 1.4462809917355372e-05,
+      "loss": 0.0076,
+      "step": 100
+    },
+    {
+      "epoch": 10.95,
+      "eval_loss": 0.0004167805891484022,
+      "eval_runtime": 4.5875,
+      "eval_samples_per_second": 28.992,
+      "eval_steps_per_second": 1.09,
+      "step": 104
+    },
+    {
+      "epoch": 11.58,
+      "grad_norm": 0.02740568295121193,
+      "learning_rate": 1.0330578512396695e-05,
+      "loss": 0.0018,
+      "step": 110
+    },
+    {
+      "epoch": 12.0,
+      "eval_loss": 0.0003142206114716828,
+      "eval_runtime": 4.7253,
+      "eval_samples_per_second": 28.146,
+      "eval_steps_per_second": 1.058,
+      "step": 114
+    },
+    {
+      "epoch": 12.63,
+      "grad_norm": 0.06253942847251892,
+      "learning_rate": 6.198347107438017e-06,
+      "loss": 0.0027,
+      "step": 120
+    },
+    {
+      "epoch": 12.95,
+      "eval_loss": 0.0002625222550705075,
+      "eval_runtime": 4.4194,
+      "eval_samples_per_second": 30.094,
+      "eval_steps_per_second": 1.131,
+      "step": 123
+    },
+    {
+      "epoch": 13.68,
+      "grad_norm": 0.3781050741672516,
+      "learning_rate": 2.066115702479339e-06,
+      "loss": 0.0008,
+      "step": 130
+    },
+    {
+      "epoch": 14.0,
+      "eval_loss": 0.00026170219643972814,
+      "eval_runtime": 4.4435,
+      "eval_samples_per_second": 29.931,
+      "eval_steps_per_second": 1.125,
+      "step": 133
+    },
+    {
+      "epoch": 14.21,
+      "eval_loss": 0.0002610796655062586,
+      "eval_runtime": 4.4227,
+      "eval_samples_per_second": 30.072,
+      "eval_steps_per_second": 1.131,
+      "step": 135
+    },
+    {
+      "epoch": 14.21,
+      "step": 135,
+      "total_flos": 3.9447179555061105e+18,
+      "train_loss": 0.08187244446534249,
+      "train_runtime": 1269.7055,
+      "train_samples_per_second": 14.106,
+      "train_steps_per_second": 0.106
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 135,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 15,
+  "save_steps": 500,
+  "total_flos": 3.9447179555061105e+18,
+  "train_batch_size": 32,
+  "trial_name": null,
+  "trial_params": null
+}