End of training

all_results.json

@@ -1,13 +1,13 @@
 {
  "epoch": 5.0,
- "eval_accuracy": 0.9989094874591058,
- "eval_loss": 0.00382046215236187,
- "eval_runtime": 721.3858,
- "eval_samples_per_second": 12.712,
- "eval_steps_per_second": 0.398,
+ "eval_accuracy": 0.9980370774263904,
+ "eval_loss": 0.0054015470668673515,
+ "eval_runtime": 733.2223,
+ "eval_samples_per_second": 12.506,
+ "eval_steps_per_second": 0.391,
  "total_flos": 1.4373615310681375e+19,
- "train_loss": 0.1452722072185593,
- "train_runtime": 57646.0553,
- "train_samples_per_second": 3.183,
- "train_steps_per_second": 0.099
+ "train_loss": 0.1493338813548932,
+ "train_runtime": 57157.5136,
+ "train_samples_per_second": 3.21,
+ "train_steps_per_second": 0.1
 }

eval_results.json

@@ -1,8 +1,8 @@
 {
  "epoch": 5.0,
- "eval_accuracy": 0.9989094874591058,
- "eval_loss": 0.00382046215236187,
- "eval_runtime": 721.3858,
- "eval_samples_per_second": 12.712,
- "eval_steps_per_second": 0.398
+ "eval_accuracy": 0.9980370774263904,
+ "eval_loss": 0.0054015470668673515,
+ "eval_runtime": 733.2223,
+ "eval_samples_per_second": 12.506,
+ "eval_steps_per_second": 0.391
 }

runs/Jul12_12-22-38_Precision5860/events.out.tfevents.1720862872.Precision5860.19552.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87425f5e81615ade69884498526cc6db06be1c7e0edd4a6ceb7a176b1b72e8fa
+size 411

train_results.json

@@ -1,8 +1,8 @@
 {
  "epoch": 5.0,
  "total_flos": 1.4373615310681375e+19,
- "train_loss": 0.1452722072185593,
- "train_runtime": 57646.0553,
- "train_samples_per_second": 3.183,
- "train_steps_per_second": 0.099
+ "train_loss": 0.1493338813548932,
+ "train_runtime": 57157.5136,
+ "train_samples_per_second": 3.21,
+ "train_steps_per_second": 0.1
 }

trainer_state.json

@@ -1,5 +1,5 @@
 {
- "best_metric": 0.9989094874591058,
+ "best_metric": 0.9980370774263904,
  "best_model_checkpoint": "swin-base-patch4-window7-224-in22k-finetuned-CT-V2\\checkpoint-5735",
  "epoch": 5.0,
  "eval_steps": 500,
@@ -10,63 +10,64 @@
  "log_history": [
  {
  "epoch": 1.0,
- "eval_accuracy": 0.9876772082878953,
- "eval_loss": 0.03928782418370247,
- "eval_runtime": 746.795,
- "eval_samples_per_second": 12.279,
- "eval_steps_per_second": 0.384,
+ "eval_accuracy": 0.9750272628135224,
+ "eval_loss": 0.07690751552581787,
+ "eval_runtime": 742.9301,
+ "eval_samples_per_second": 12.343,
+ "eval_steps_per_second": 0.386,
  "step": 1147
  },
  {
  "epoch": 2.0,
- "eval_accuracy": 0.9921483097055616,
- "eval_loss": 0.02005026862025261,
- "eval_runtime": 756.0286,
- "eval_samples_per_second": 12.129,
- "eval_steps_per_second": 0.38,
+ "eval_accuracy": 0.9917121046892039,
+ "eval_loss": 0.02210230939090252,
+ "eval_runtime": 765.6827,
+ "eval_samples_per_second": 11.976,
+ "eval_steps_per_second": 0.375,
  "step": 2294
  },
  {
  "epoch": 3.0,
- "eval_accuracy": 0.996401308615049,
- "eval_loss": 0.008917241357266903,
- "eval_runtime": 747.9437,
- "eval_samples_per_second": 12.26,
- "eval_steps_per_second": 0.384,
+ "eval_accuracy": 0.9956379498364231,
+ "eval_loss": 0.015670746564865112,
+ "eval_runtime": 756.9393,
+ "eval_samples_per_second": 12.115,
+ "eval_steps_per_second": 0.379,
  "step": 3441
  },
  {
  "epoch": 4.0,
- "eval_accuracy": 0.9970556161395856,
- "eval_loss": 0.007110947743058205,
- "eval_runtime": 757.7501,
- "eval_samples_per_second": 12.102,
- "eval_steps_per_second": 0.379,
+ "eval_accuracy": 0.9972737186477645,
+ "eval_loss": 0.007402567658573389,
+ "eval_runtime": 763.7074,
+ "eval_samples_per_second": 12.007,
+ "eval_steps_per_second": 0.376,
  "step": 4588
  },
  {
  "epoch": 5.0,
+ "grad_norm": 0.9646103978157043,
  "learning_rate": 0.0,
- "loss": 0.1453,
+ "loss": 0.1493,
  "step": 5735
  },
  {
  "epoch": 5.0,
- "eval_accuracy": 0.9989094874591058,
- "eval_loss": 0.00382046215236187,
- "eval_runtime": 750.1592,
- "eval_samples_per_second": 12.224,
- "eval_steps_per_second": 0.383,
+ "eval_accuracy": 0.9980370774263904,
+ "eval_loss": 0.0054015470668673515,
+ "eval_runtime": 756.5662,
+ "eval_samples_per_second": 12.121,
+ "eval_steps_per_second": 0.379,
  "step": 5735
  },
  {
  "epoch": 5.0,
  "step": 5735,
  "total_flos": 1.4373615310681375e+19,
- "train_loss": 0.1452722072185593,
- "train_runtime": 57646.0553,
- "train_samples_per_second": 3.183,
- "train_steps_per_second": 0.099
+ "train_loss": 0.1493338813548932,
+ "train_runtime": 57157.5136,
+ "train_samples_per_second": 3.21,
+ "train_steps_per_second": 0.1
  }
  ],
  "logging_steps": -5735,
@@ -74,6 +75,18 @@
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "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": 1.4373615310681375e+19,
  "train_batch_size": 32,
  "trial_name": null,