Clasificacion cats_vs_dogs

README.md

@@ -2,6 +2,7 @@
 license: apache-2.0
 base_model: google/vit-base-patch16-224-in21k
 tags:
+- image-classification
 - generated_from_trainer
 datasets:
 - cats_vs_dogs

all_results.json

@@ -0,0 +1,13 @@
+{
+    "epoch": 4.0,
+    "eval_accuracy": 0.99,
+    "eval_loss": 0.04776608571410179,
+    "eval_runtime": 157.6565,
+    "eval_samples_per_second": 1.269,
+    "eval_steps_per_second": 0.159,
+    "total_flos": 2.479743667666944e+17,
+    "train_loss": 0.057376811653375624,
+    "train_runtime": 7792.2176,
+    "train_samples_per_second": 0.411,
+    "train_steps_per_second": 0.026
+}

eval_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 4.0,
+    "eval_accuracy": 0.99,
+    "eval_loss": 0.04776608571410179,
+    "eval_runtime": 157.6565,
+    "eval_samples_per_second": 1.269,
+    "eval_steps_per_second": 0.159
+}

runs/Dec01_03-20-12_3e969321df64/events.out.tfevents.1701408825.3e969321df64.101308.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9266ca047efae2bfb6a48957a6bf29939c7ec44f1747d0862e56c2c9b26cf121
+size 411

train_results.json

@@ -0,0 +1,8 @@
+{
+    "epoch": 4.0,
+    "total_flos": 2.479743667666944e+17,
+    "train_loss": 0.057376811653375624,
+    "train_runtime": 7792.2176,
+    "train_samples_per_second": 0.411,
+    "train_steps_per_second": 0.026
+}

trainer_state.json

@@ -0,0 +1,166 @@
+{
+  "best_metric": 0.04776608571410179,
+  "best_model_checkpoint": "./Modelo-catsVSdogs/checkpoint-200",
+  "epoch": 4.0,
+  "eval_steps": 100,
+  "global_step": 200,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.2,
+      "learning_rate": 0.00019,
+      "loss": 0.4033,
+      "step": 10
+    },
+    {
+      "epoch": 0.4,
+      "learning_rate": 0.00018,
+      "loss": 0.1445,
+      "step": 20
+    },
+    {
+      "epoch": 0.6,
+      "learning_rate": 0.00017,
+      "loss": 0.1859,
+      "step": 30
+    },
+    {
+      "epoch": 0.8,
+      "learning_rate": 0.00016,
+      "loss": 0.0582,
+      "step": 40
+    },
+    {
+      "epoch": 1.0,
+      "learning_rate": 0.00015000000000000001,
+      "loss": 0.0943,
+      "step": 50
+    },
+    {
+      "epoch": 1.2,
+      "learning_rate": 0.00014,
+      "loss": 0.044,
+      "step": 60
+    },
+    {
+      "epoch": 1.4,
+      "learning_rate": 0.00013000000000000002,
+      "loss": 0.0351,
+      "step": 70
+    },
+    {
+      "epoch": 1.6,
+      "learning_rate": 0.00012,
+      "loss": 0.0089,
+      "step": 80
+    },
+    {
+      "epoch": 1.8,
+      "learning_rate": 0.00011000000000000002,
+      "loss": 0.0239,
+      "step": 90
+    },
+    {
+      "epoch": 2.0,
+      "learning_rate": 0.0001,
+      "loss": 0.0281,
+      "step": 100
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.985,
+      "eval_loss": 0.05775948613882065,
+      "eval_runtime": 160.3973,
+      "eval_samples_per_second": 1.247,
+      "eval_steps_per_second": 0.156,
+      "step": 100
+    },
+    {
+      "epoch": 2.2,
+      "learning_rate": 9e-05,
+      "loss": 0.0253,
+      "step": 110
+    },
+    {
+      "epoch": 2.4,
+      "learning_rate": 8e-05,
+      "loss": 0.006,
+      "step": 120
+    },
+    {
+      "epoch": 2.6,
+      "learning_rate": 7e-05,
+      "loss": 0.0363,
+      "step": 130
+    },
+    {
+      "epoch": 2.8,
+      "learning_rate": 6e-05,
+      "loss": 0.0054,
+      "step": 140
+    },
+    {
+      "epoch": 3.0,
+      "learning_rate": 5e-05,
+      "loss": 0.0261,
+      "step": 150
+    },
+    {
+      "epoch": 3.2,
+      "learning_rate": 4e-05,
+      "loss": 0.0047,
+      "step": 160
+    },
+    {
+      "epoch": 3.4,
+      "learning_rate": 3e-05,
+      "loss": 0.0044,
+      "step": 170
+    },
+    {
+      "epoch": 3.6,
+      "learning_rate": 2e-05,
+      "loss": 0.0045,
+      "step": 180
+    },
+    {
+      "epoch": 3.8,
+      "learning_rate": 1e-05,
+      "loss": 0.0044,
+      "step": 190
+    },
+    {
+      "epoch": 4.0,
+      "learning_rate": 0.0,
+      "loss": 0.0042,
+      "step": 200
+    },
+    {
+      "epoch": 4.0,
+      "eval_accuracy": 0.99,
+      "eval_loss": 0.04776608571410179,
+      "eval_runtime": 161.5334,
+      "eval_samples_per_second": 1.238,
+      "eval_steps_per_second": 0.155,
+      "step": 200
+    },
+    {
+      "epoch": 4.0,
+      "step": 200,
+      "total_flos": 2.479743667666944e+17,
+      "train_loss": 0.057376811653375624,
+      "train_runtime": 7792.2176,
+      "train_samples_per_second": 0.411,
+      "train_steps_per_second": 0.026
+    }
+  ],
+  "logging_steps": 10,
+  "max_steps": 200,
+  "num_train_epochs": 4,
+  "save_steps": 100,
+  "total_flos": 2.479743667666944e+17,
+  "trial_name": null,
+  "trial_params": null
+}