End of training
Browse files- README.md +2 -0
- all_results.json +12 -0
- eval_results.json +8 -0
- train_results.json +7 -0
- trainer_state.json +121 -0
README.md
CHANGED
|
@@ -2,6 +2,8 @@
|
|
| 2 |
license: apache-2.0
|
| 3 |
base_model: google/vit-base-patch16-224-in21k
|
| 4 |
tags:
|
|
|
|
|
|
|
| 5 |
- generated_from_trainer
|
| 6 |
datasets:
|
| 7 |
- beans
|
|
|
|
| 2 |
license: apache-2.0
|
| 3 |
base_model: google/vit-base-patch16-224-in21k
|
| 4 |
tags:
|
| 5 |
+
- image-classification
|
| 6 |
+
- vision
|
| 7 |
- generated_from_trainer
|
| 8 |
datasets:
|
| 9 |
- beans
|
all_results.json
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"eval_accuracy": 0.9699248120300752,
|
| 4 |
+
"eval_loss": 0.3674071431159973,
|
| 5 |
+
"eval_runtime": 1.4065,
|
| 6 |
+
"eval_samples_per_second": 94.562,
|
| 7 |
+
"eval_steps_per_second": 2.133,
|
| 8 |
+
"train_loss": 0.6000023210749906,
|
| 9 |
+
"train_runtime": 107.5648,
|
| 10 |
+
"train_samples_per_second": 48.064,
|
| 11 |
+
"train_steps_per_second": 0.79
|
| 12 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"eval_accuracy": 0.9699248120300752,
|
| 4 |
+
"eval_loss": 0.3674071431159973,
|
| 5 |
+
"eval_runtime": 1.4065,
|
| 6 |
+
"eval_samples_per_second": 94.562,
|
| 7 |
+
"eval_steps_per_second": 2.133
|
| 8 |
+
}
|
train_results.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 5.0,
|
| 3 |
+
"train_loss": 0.6000023210749906,
|
| 4 |
+
"train_runtime": 107.5648,
|
| 5 |
+
"train_samples_per_second": 48.064,
|
| 6 |
+
"train_steps_per_second": 0.79
|
| 7 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,121 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.3674071431159973,
|
| 3 |
+
"best_model_checkpoint": "./beans_outputs/checkpoint-85",
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 85,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.59,
|
| 13 |
+
"learning_rate": 1.7647058823529414e-05,
|
| 14 |
+
"loss": 0.9983,
|
| 15 |
+
"step": 10
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 1.0,
|
| 19 |
+
"eval_accuracy": 0.9323308270676691,
|
| 20 |
+
"eval_loss": 0.8032251596450806,
|
| 21 |
+
"eval_runtime": 1.4706,
|
| 22 |
+
"eval_samples_per_second": 90.439,
|
| 23 |
+
"eval_steps_per_second": 2.04,
|
| 24 |
+
"step": 17
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 1.18,
|
| 28 |
+
"learning_rate": 1.5294117647058822e-05,
|
| 29 |
+
"loss": 0.8323,
|
| 30 |
+
"step": 20
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 1.76,
|
| 34 |
+
"learning_rate": 1.2941176470588238e-05,
|
| 35 |
+
"loss": 0.6984,
|
| 36 |
+
"step": 30
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 2.0,
|
| 40 |
+
"eval_accuracy": 0.9548872180451128,
|
| 41 |
+
"eval_loss": 0.5943161845207214,
|
| 42 |
+
"eval_runtime": 1.3971,
|
| 43 |
+
"eval_samples_per_second": 95.195,
|
| 44 |
+
"eval_steps_per_second": 2.147,
|
| 45 |
+
"step": 34
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 2.35,
|
| 49 |
+
"learning_rate": 1.0588235294117648e-05,
|
| 50 |
+
"loss": 0.6093,
|
| 51 |
+
"step": 40
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 2.94,
|
| 55 |
+
"learning_rate": 8.23529411764706e-06,
|
| 56 |
+
"loss": 0.5056,
|
| 57 |
+
"step": 50
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 3.0,
|
| 61 |
+
"eval_accuracy": 0.9624060150375939,
|
| 62 |
+
"eval_loss": 0.4566296339035034,
|
| 63 |
+
"eval_runtime": 1.3208,
|
| 64 |
+
"eval_samples_per_second": 100.695,
|
| 65 |
+
"eval_steps_per_second": 2.271,
|
| 66 |
+
"step": 51
|
| 67 |
+
},
|
| 68 |
+
{
|
| 69 |
+
"epoch": 3.53,
|
| 70 |
+
"learning_rate": 5.882352941176471e-06,
|
| 71 |
+
"loss": 0.4601,
|
| 72 |
+
"step": 60
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 4.0,
|
| 76 |
+
"eval_accuracy": 0.9624060150375939,
|
| 77 |
+
"eval_loss": 0.3891778290271759,
|
| 78 |
+
"eval_runtime": 1.5607,
|
| 79 |
+
"eval_samples_per_second": 85.218,
|
| 80 |
+
"eval_steps_per_second": 1.922,
|
| 81 |
+
"step": 68
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 4.12,
|
| 85 |
+
"learning_rate": 3.529411764705883e-06,
|
| 86 |
+
"loss": 0.4161,
|
| 87 |
+
"step": 70
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 4.71,
|
| 91 |
+
"learning_rate": 1.1764705882352942e-06,
|
| 92 |
+
"loss": 0.3883,
|
| 93 |
+
"step": 80
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 5.0,
|
| 97 |
+
"eval_accuracy": 0.9699248120300752,
|
| 98 |
+
"eval_loss": 0.3674071431159973,
|
| 99 |
+
"eval_runtime": 1.3973,
|
| 100 |
+
"eval_samples_per_second": 95.18,
|
| 101 |
+
"eval_steps_per_second": 2.147,
|
| 102 |
+
"step": 85
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 5.0,
|
| 106 |
+
"step": 85,
|
| 107 |
+
"total_flos": 4.006371770595533e+17,
|
| 108 |
+
"train_loss": 0.6000023210749906,
|
| 109 |
+
"train_runtime": 107.5648,
|
| 110 |
+
"train_samples_per_second": 48.064,
|
| 111 |
+
"train_steps_per_second": 0.79
|
| 112 |
+
}
|
| 113 |
+
],
|
| 114 |
+
"logging_steps": 10,
|
| 115 |
+
"max_steps": 85,
|
| 116 |
+
"num_train_epochs": 5,
|
| 117 |
+
"save_steps": 500,
|
| 118 |
+
"total_flos": 4.006371770595533e+17,
|
| 119 |
+
"trial_name": null,
|
| 120 |
+
"trial_params": null
|
| 121 |
+
}
|