Commit
•
2c30e69
1
Parent(s):
d4fddb2
End of training
Browse files- all_results.json +14 -0
- eval_results.json +9 -0
- pytorch_model.bin +1 -1
- train_results.json +8 -0
- trainer_state.json +751 -0
all_results.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 50.0,
|
| 3 |
+
"eval_loss": 0.27504467964172363,
|
| 4 |
+
"eval_runtime": 100.6356,
|
| 5 |
+
"eval_samples": 3038,
|
| 6 |
+
"eval_samples_per_second": 30.188,
|
| 7 |
+
"eval_steps_per_second": 0.944,
|
| 8 |
+
"eval_wer": 0.3574979056129573,
|
| 9 |
+
"train_loss": 1.4489057677646853,
|
| 10 |
+
"train_runtime": 15709.6404,
|
| 11 |
+
"train_samples": 6769,
|
| 12 |
+
"train_samples_per_second": 21.544,
|
| 13 |
+
"train_steps_per_second": 0.675
|
| 14 |
+
}
|
eval_results.json
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 50.0,
|
| 3 |
+
"eval_loss": 0.27504467964172363,
|
| 4 |
+
"eval_runtime": 100.6356,
|
| 5 |
+
"eval_samples": 3038,
|
| 6 |
+
"eval_samples_per_second": 30.188,
|
| 7 |
+
"eval_steps_per_second": 0.944,
|
| 8 |
+
"eval_wer": 0.3574979056129573
|
| 9 |
+
}
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 1262157361
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4ab3950013d5c719198afd47587e47b8d853f448b4df04e52d23135475ce6969
|
| 3 |
size 1262157361
|
train_results.json
ADDED
|
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"epoch": 50.0,
|
| 3 |
+
"train_loss": 1.4489057677646853,
|
| 4 |
+
"train_runtime": 15709.6404,
|
| 5 |
+
"train_samples": 6769,
|
| 6 |
+
"train_samples_per_second": 21.544,
|
| 7 |
+
"train_steps_per_second": 0.675
|
| 8 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,751 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 50.0,
|
| 5 |
+
"global_step": 10600,
|
| 6 |
+
"is_hyper_param_search": false,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.47,
|
| 12 |
+
"learning_rate": 3.4299999999999998e-06,
|
| 13 |
+
"loss": 11.8059,
|
| 14 |
+
"step": 100
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 0.94,
|
| 18 |
+
"learning_rate": 6.93e-06,
|
| 19 |
+
"loss": 6.741,
|
| 20 |
+
"step": 200
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"epoch": 1.42,
|
| 24 |
+
"learning_rate": 1.0429999999999998e-05,
|
| 25 |
+
"loss": 4.6303,
|
| 26 |
+
"step": 300
|
| 27 |
+
},
|
| 28 |
+
{
|
| 29 |
+
"epoch": 1.89,
|
| 30 |
+
"learning_rate": 1.3929999999999999e-05,
|
| 31 |
+
"loss": 4.0577,
|
| 32 |
+
"step": 400
|
| 33 |
+
},
|
| 34 |
+
{
|
| 35 |
+
"epoch": 2.36,
|
| 36 |
+
"learning_rate": 1.7429999999999997e-05,
|
| 37 |
+
"loss": 3.6055,
|
| 38 |
+
"step": 500
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 2.83,
|
| 42 |
+
"learning_rate": 2.0929999999999998e-05,
|
| 43 |
+
"loss": 3.2771,
|
| 44 |
+
"step": 600
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 3.3,
|
| 48 |
+
"learning_rate": 2.4429999999999995e-05,
|
| 49 |
+
"loss": 3.0775,
|
| 50 |
+
"step": 700
|
| 51 |
+
},
|
| 52 |
+
{
|
| 53 |
+
"epoch": 3.77,
|
| 54 |
+
"learning_rate": 2.793e-05,
|
| 55 |
+
"loss": 2.9768,
|
| 56 |
+
"step": 800
|
| 57 |
+
},
|
| 58 |
+
{
|
| 59 |
+
"epoch": 4.25,
|
| 60 |
+
"learning_rate": 3.1429999999999996e-05,
|
| 61 |
+
"loss": 2.8612,
|
| 62 |
+
"step": 900
|
| 63 |
+
},
|
| 64 |
+
{
|
| 65 |
+
"epoch": 4.72,
|
| 66 |
+
"learning_rate": 3.493e-05,
|
| 67 |
+
"loss": 2.8112,
|
| 68 |
+
"step": 1000
|
| 69 |
+
},
|
| 70 |
+
{
|
| 71 |
+
"epoch": 4.72,
|
| 72 |
+
"eval_loss": 2.778607130050659,
|
| 73 |
+
"eval_runtime": 101.5624,
|
| 74 |
+
"eval_samples_per_second": 29.913,
|
| 75 |
+
"eval_steps_per_second": 0.935,
|
| 76 |
+
"eval_wer": 1.0,
|
| 77 |
+
"step": 1000
|
| 78 |
+
},
|
| 79 |
+
{
|
| 80 |
+
"epoch": 5.19,
|
| 81 |
+
"learning_rate": 3.843e-05,
|
| 82 |
+
"loss": 2.7937,
|
| 83 |
+
"step": 1100
|
| 84 |
+
},
|
| 85 |
+
{
|
| 86 |
+
"epoch": 5.66,
|
| 87 |
+
"learning_rate": 4.192999999999999e-05,
|
| 88 |
+
"loss": 2.7598,
|
| 89 |
+
"step": 1200
|
| 90 |
+
},
|
| 91 |
+
{
|
| 92 |
+
"epoch": 6.13,
|
| 93 |
+
"learning_rate": 4.543e-05,
|
| 94 |
+
"loss": 2.5782,
|
| 95 |
+
"step": 1300
|
| 96 |
+
},
|
| 97 |
+
{
|
| 98 |
+
"epoch": 6.6,
|
| 99 |
+
"learning_rate": 4.8929999999999994e-05,
|
| 100 |
+
"loss": 2.0779,
|
| 101 |
+
"step": 1400
|
| 102 |
+
},
|
| 103 |
+
{
|
| 104 |
+
"epoch": 7.08,
|
| 105 |
+
"learning_rate": 5.243e-05,
|
| 106 |
+
"loss": 1.7522,
|
| 107 |
+
"step": 1500
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 7.55,
|
| 111 |
+
"learning_rate": 5.593e-05,
|
| 112 |
+
"loss": 1.6003,
|
| 113 |
+
"step": 1600
|
| 114 |
+
},
|
| 115 |
+
{
|
| 116 |
+
"epoch": 8.02,
|
| 117 |
+
"learning_rate": 5.942999999999999e-05,
|
| 118 |
+
"loss": 1.534,
|
| 119 |
+
"step": 1700
|
| 120 |
+
},
|
| 121 |
+
{
|
| 122 |
+
"epoch": 8.49,
|
| 123 |
+
"learning_rate": 6.293e-05,
|
| 124 |
+
"loss": 1.4587,
|
| 125 |
+
"step": 1800
|
| 126 |
+
},
|
| 127 |
+
{
|
| 128 |
+
"epoch": 8.96,
|
| 129 |
+
"learning_rate": 6.642999999999999e-05,
|
| 130 |
+
"loss": 1.4313,
|
| 131 |
+
"step": 1900
|
| 132 |
+
},
|
| 133 |
+
{
|
| 134 |
+
"epoch": 9.43,
|
| 135 |
+
"learning_rate": 6.992999999999999e-05,
|
| 136 |
+
"loss": 1.3803,
|
| 137 |
+
"step": 2000
|
| 138 |
+
},
|
| 139 |
+
{
|
| 140 |
+
"epoch": 9.43,
|
| 141 |
+
"eval_loss": 0.49710744619369507,
|
| 142 |
+
"eval_runtime": 101.1307,
|
| 143 |
+
"eval_samples_per_second": 30.04,
|
| 144 |
+
"eval_steps_per_second": 0.939,
|
| 145 |
+
"eval_wer": 0.5787768779670484,
|
| 146 |
+
"step": 2000
|
| 147 |
+
},
|
| 148 |
+
{
|
| 149 |
+
"epoch": 9.91,
|
| 150 |
+
"learning_rate": 6.920232558139535e-05,
|
| 151 |
+
"loss": 1.3528,
|
| 152 |
+
"step": 2100
|
| 153 |
+
},
|
| 154 |
+
{
|
| 155 |
+
"epoch": 10.38,
|
| 156 |
+
"learning_rate": 6.838837209302325e-05,
|
| 157 |
+
"loss": 1.3382,
|
| 158 |
+
"step": 2200
|
| 159 |
+
},
|
| 160 |
+
{
|
| 161 |
+
"epoch": 10.85,
|
| 162 |
+
"learning_rate": 6.757441860465116e-05,
|
| 163 |
+
"loss": 1.3103,
|
| 164 |
+
"step": 2300
|
| 165 |
+
},
|
| 166 |
+
{
|
| 167 |
+
"epoch": 11.32,
|
| 168 |
+
"learning_rate": 6.676046511627906e-05,
|
| 169 |
+
"loss": 1.2818,
|
| 170 |
+
"step": 2400
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 11.79,
|
| 174 |
+
"learning_rate": 6.594651162790697e-05,
|
| 175 |
+
"loss": 1.265,
|
| 176 |
+
"step": 2500
|
| 177 |
+
},
|
| 178 |
+
{
|
| 179 |
+
"epoch": 12.26,
|
| 180 |
+
"learning_rate": 6.513255813953489e-05,
|
| 181 |
+
"loss": 1.2608,
|
| 182 |
+
"step": 2600
|
| 183 |
+
},
|
| 184 |
+
{
|
| 185 |
+
"epoch": 12.74,
|
| 186 |
+
"learning_rate": 6.431860465116279e-05,
|
| 187 |
+
"loss": 1.2263,
|
| 188 |
+
"step": 2700
|
| 189 |
+
},
|
| 190 |
+
{
|
| 191 |
+
"epoch": 13.21,
|
| 192 |
+
"learning_rate": 6.350465116279069e-05,
|
| 193 |
+
"loss": 1.2069,
|
| 194 |
+
"step": 2800
|
| 195 |
+
},
|
| 196 |
+
{
|
| 197 |
+
"epoch": 13.68,
|
| 198 |
+
"learning_rate": 6.26906976744186e-05,
|
| 199 |
+
"loss": 1.2102,
|
| 200 |
+
"step": 2900
|
| 201 |
+
},
|
| 202 |
+
{
|
| 203 |
+
"epoch": 14.15,
|
| 204 |
+
"learning_rate": 6.18767441860465e-05,
|
| 205 |
+
"loss": 1.1894,
|
| 206 |
+
"step": 3000
|
| 207 |
+
},
|
| 208 |
+
{
|
| 209 |
+
"epoch": 14.15,
|
| 210 |
+
"eval_loss": 0.36050862073898315,
|
| 211 |
+
"eval_runtime": 100.2529,
|
| 212 |
+
"eval_samples_per_second": 30.303,
|
| 213 |
+
"eval_steps_per_second": 0.948,
|
| 214 |
+
"eval_wer": 0.44417760402122314,
|
| 215 |
+
"step": 3000
|
| 216 |
+
},
|
| 217 |
+
{
|
| 218 |
+
"epoch": 14.62,
|
| 219 |
+
"learning_rate": 6.106279069767441e-05,
|
| 220 |
+
"loss": 1.1845,
|
| 221 |
+
"step": 3100
|
| 222 |
+
},
|
| 223 |
+
{
|
| 224 |
+
"epoch": 15.09,
|
| 225 |
+
"learning_rate": 6.024883720930232e-05,
|
| 226 |
+
"loss": 1.1819,
|
| 227 |
+
"step": 3200
|
| 228 |
+
},
|
| 229 |
+
{
|
| 230 |
+
"epoch": 15.57,
|
| 231 |
+
"learning_rate": 5.943488372093023e-05,
|
| 232 |
+
"loss": 1.1565,
|
| 233 |
+
"step": 3300
|
| 234 |
+
},
|
| 235 |
+
{
|
| 236 |
+
"epoch": 16.04,
|
| 237 |
+
"learning_rate": 5.8620930232558136e-05,
|
| 238 |
+
"loss": 1.1506,
|
| 239 |
+
"step": 3400
|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"epoch": 16.51,
|
| 243 |
+
"learning_rate": 5.7806976744186036e-05,
|
| 244 |
+
"loss": 1.1254,
|
| 245 |
+
"step": 3500
|
| 246 |
+
},
|
| 247 |
+
{
|
| 248 |
+
"epoch": 16.98,
|
| 249 |
+
"learning_rate": 5.699302325581395e-05,
|
| 250 |
+
"loss": 1.1444,
|
| 251 |
+
"step": 3600
|
| 252 |
+
},
|
| 253 |
+
{
|
| 254 |
+
"epoch": 17.45,
|
| 255 |
+
"learning_rate": 5.6179069767441856e-05,
|
| 256 |
+
"loss": 1.1189,
|
| 257 |
+
"step": 3700
|
| 258 |
+
},
|
| 259 |
+
{
|
| 260 |
+
"epoch": 17.92,
|
| 261 |
+
"learning_rate": 5.536511627906976e-05,
|
| 262 |
+
"loss": 1.1219,
|
| 263 |
+
"step": 3800
|
| 264 |
+
},
|
| 265 |
+
{
|
| 266 |
+
"epoch": 18.4,
|
| 267 |
+
"learning_rate": 5.455116279069767e-05,
|
| 268 |
+
"loss": 1.1075,
|
| 269 |
+
"step": 3900
|
| 270 |
+
},
|
| 271 |
+
{
|
| 272 |
+
"epoch": 18.87,
|
| 273 |
+
"learning_rate": 5.373720930232558e-05,
|
| 274 |
+
"loss": 1.1019,
|
| 275 |
+
"step": 4000
|
| 276 |
+
},
|
| 277 |
+
{
|
| 278 |
+
"epoch": 18.87,
|
| 279 |
+
"eval_loss": 0.3251776695251465,
|
| 280 |
+
"eval_runtime": 100.5327,
|
| 281 |
+
"eval_samples_per_second": 30.219,
|
| 282 |
+
"eval_steps_per_second": 0.945,
|
| 283 |
+
"eval_wer": 0.42356883552080427,
|
| 284 |
+
"step": 4000
|
| 285 |
+
},
|
| 286 |
+
{
|
| 287 |
+
"epoch": 19.34,
|
| 288 |
+
"learning_rate": 5.292325581395348e-05,
|
| 289 |
+
"loss": 1.1104,
|
| 290 |
+
"step": 4100
|
| 291 |
+
},
|
| 292 |
+
{
|
| 293 |
+
"epoch": 19.81,
|
| 294 |
+
"learning_rate": 5.212558139534883e-05,
|
| 295 |
+
"loss": 1.0985,
|
| 296 |
+
"step": 4200
|
| 297 |
+
},
|
| 298 |
+
{
|
| 299 |
+
"epoch": 20.28,
|
| 300 |
+
"learning_rate": 5.1311627906976736e-05,
|
| 301 |
+
"loss": 1.0878,
|
| 302 |
+
"step": 4300
|
| 303 |
+
},
|
| 304 |
+
{
|
| 305 |
+
"epoch": 20.75,
|
| 306 |
+
"learning_rate": 5.049767441860465e-05,
|
| 307 |
+
"loss": 1.0766,
|
| 308 |
+
"step": 4400
|
| 309 |
+
},
|
| 310 |
+
{
|
| 311 |
+
"epoch": 21.23,
|
| 312 |
+
"learning_rate": 4.968372093023256e-05,
|
| 313 |
+
"loss": 1.071,
|
| 314 |
+
"step": 4500
|
| 315 |
+
},
|
| 316 |
+
{
|
| 317 |
+
"epoch": 21.7,
|
| 318 |
+
"learning_rate": 4.8869767441860464e-05,
|
| 319 |
+
"loss": 1.0508,
|
| 320 |
+
"step": 4600
|
| 321 |
+
},
|
| 322 |
+
{
|
| 323 |
+
"epoch": 22.17,
|
| 324 |
+
"learning_rate": 4.8055813953488364e-05,
|
| 325 |
+
"loss": 1.0644,
|
| 326 |
+
"step": 4700
|
| 327 |
+
},
|
| 328 |
+
{
|
| 329 |
+
"epoch": 22.64,
|
| 330 |
+
"learning_rate": 4.7249999999999997e-05,
|
| 331 |
+
"loss": 1.0571,
|
| 332 |
+
"step": 4800
|
| 333 |
+
},
|
| 334 |
+
{
|
| 335 |
+
"epoch": 23.11,
|
| 336 |
+
"learning_rate": 4.6436046511627903e-05,
|
| 337 |
+
"loss": 1.0457,
|
| 338 |
+
"step": 4900
|
| 339 |
+
},
|
| 340 |
+
{
|
| 341 |
+
"epoch": 23.58,
|
| 342 |
+
"learning_rate": 4.562209302325581e-05,
|
| 343 |
+
"loss": 1.0366,
|
| 344 |
+
"step": 5000
|
| 345 |
+
},
|
| 346 |
+
{
|
| 347 |
+
"epoch": 23.58,
|
| 348 |
+
"eval_loss": 0.31269633769989014,
|
| 349 |
+
"eval_runtime": 101.0057,
|
| 350 |
+
"eval_samples_per_second": 30.078,
|
| 351 |
+
"eval_steps_per_second": 0.941,
|
| 352 |
+
"eval_wer": 0.40234571348785253,
|
| 353 |
+
"step": 5000
|
| 354 |
+
},
|
| 355 |
+
{
|
| 356 |
+
"epoch": 24.06,
|
| 357 |
+
"learning_rate": 4.480813953488372e-05,
|
| 358 |
+
"loss": 1.0395,
|
| 359 |
+
"step": 5100
|
| 360 |
+
},
|
| 361 |
+
{
|
| 362 |
+
"epoch": 24.53,
|
| 363 |
+
"learning_rate": 4.3994186046511624e-05,
|
| 364 |
+
"loss": 1.0344,
|
| 365 |
+
"step": 5200
|
| 366 |
+
},
|
| 367 |
+
{
|
| 368 |
+
"epoch": 25.0,
|
| 369 |
+
"learning_rate": 4.318023255813954e-05,
|
| 370 |
+
"loss": 1.0318,
|
| 371 |
+
"step": 5300
|
| 372 |
+
},
|
| 373 |
+
{
|
| 374 |
+
"epoch": 25.47,
|
| 375 |
+
"learning_rate": 4.236627906976744e-05,
|
| 376 |
+
"loss": 1.0291,
|
| 377 |
+
"step": 5400
|
| 378 |
+
},
|
| 379 |
+
{
|
| 380 |
+
"epoch": 25.94,
|
| 381 |
+
"learning_rate": 4.1552325581395345e-05,
|
| 382 |
+
"loss": 1.0325,
|
| 383 |
+
"step": 5500
|
| 384 |
+
},
|
| 385 |
+
{
|
| 386 |
+
"epoch": 26.42,
|
| 387 |
+
"learning_rate": 4.073837209302325e-05,
|
| 388 |
+
"loss": 1.0205,
|
| 389 |
+
"step": 5600
|
| 390 |
+
},
|
| 391 |
+
{
|
| 392 |
+
"epoch": 26.89,
|
| 393 |
+
"learning_rate": 3.992441860465116e-05,
|
| 394 |
+
"loss": 1.0276,
|
| 395 |
+
"step": 5700
|
| 396 |
+
},
|
| 397 |
+
{
|
| 398 |
+
"epoch": 27.36,
|
| 399 |
+
"learning_rate": 3.9110465116279065e-05,
|
| 400 |
+
"loss": 1.0122,
|
| 401 |
+
"step": 5800
|
| 402 |
+
},
|
| 403 |
+
{
|
| 404 |
+
"epoch": 27.83,
|
| 405 |
+
"learning_rate": 3.829651162790698e-05,
|
| 406 |
+
"loss": 1.0054,
|
| 407 |
+
"step": 5900
|
| 408 |
+
},
|
| 409 |
+
{
|
| 410 |
+
"epoch": 28.3,
|
| 411 |
+
"learning_rate": 3.748255813953488e-05,
|
| 412 |
+
"loss": 1.0217,
|
| 413 |
+
"step": 6000
|
| 414 |
+
},
|
| 415 |
+
{
|
| 416 |
+
"epoch": 28.3,
|
| 417 |
+
"eval_loss": 0.3026880621910095,
|
| 418 |
+
"eval_runtime": 100.3358,
|
| 419 |
+
"eval_samples_per_second": 30.278,
|
| 420 |
+
"eval_steps_per_second": 0.947,
|
| 421 |
+
"eval_wer": 0.39525272270315553,
|
| 422 |
+
"step": 6000
|
| 423 |
+
},
|
| 424 |
+
{
|
| 425 |
+
"epoch": 28.77,
|
| 426 |
+
"learning_rate": 3.6668604651162786e-05,
|
| 427 |
+
"loss": 1.0134,
|
| 428 |
+
"step": 6100
|
| 429 |
+
},
|
| 430 |
+
{
|
| 431 |
+
"epoch": 29.25,
|
| 432 |
+
"learning_rate": 3.585465116279069e-05,
|
| 433 |
+
"loss": 0.9899,
|
| 434 |
+
"step": 6200
|
| 435 |
+
},
|
| 436 |
+
{
|
| 437 |
+
"epoch": 29.72,
|
| 438 |
+
"learning_rate": 3.50406976744186e-05,
|
| 439 |
+
"loss": 0.9984,
|
| 440 |
+
"step": 6300
|
| 441 |
+
},
|
| 442 |
+
{
|
| 443 |
+
"epoch": 30.19,
|
| 444 |
+
"learning_rate": 3.422674418604651e-05,
|
| 445 |
+
"loss": 0.9952,
|
| 446 |
+
"step": 6400
|
| 447 |
+
},
|
| 448 |
+
{
|
| 449 |
+
"epoch": 30.66,
|
| 450 |
+
"learning_rate": 3.341279069767442e-05,
|
| 451 |
+
"loss": 0.9957,
|
| 452 |
+
"step": 6500
|
| 453 |
+
},
|
| 454 |
+
{
|
| 455 |
+
"epoch": 31.13,
|
| 456 |
+
"learning_rate": 3.259883720930232e-05,
|
| 457 |
+
"loss": 0.9922,
|
| 458 |
+
"step": 6600
|
| 459 |
+
},
|
| 460 |
+
{
|
| 461 |
+
"epoch": 31.6,
|
| 462 |
+
"learning_rate": 3.178488372093023e-05,
|
| 463 |
+
"loss": 0.9707,
|
| 464 |
+
"step": 6700
|
| 465 |
+
},
|
| 466 |
+
{
|
| 467 |
+
"epoch": 32.08,
|
| 468 |
+
"learning_rate": 3.097093023255814e-05,
|
| 469 |
+
"loss": 0.9876,
|
| 470 |
+
"step": 6800
|
| 471 |
+
},
|
| 472 |
+
{
|
| 473 |
+
"epoch": 32.55,
|
| 474 |
+
"learning_rate": 3.0156976744186045e-05,
|
| 475 |
+
"loss": 0.9701,
|
| 476 |
+
"step": 6900
|
| 477 |
+
},
|
| 478 |
+
{
|
| 479 |
+
"epoch": 33.02,
|
| 480 |
+
"learning_rate": 2.9343023255813948e-05,
|
| 481 |
+
"loss": 0.9774,
|
| 482 |
+
"step": 7000
|
| 483 |
+
},
|
| 484 |
+
{
|
| 485 |
+
"epoch": 33.02,
|
| 486 |
+
"eval_loss": 0.2924236059188843,
|
| 487 |
+
"eval_runtime": 101.009,
|
| 488 |
+
"eval_samples_per_second": 30.077,
|
| 489 |
+
"eval_steps_per_second": 0.941,
|
| 490 |
+
"eval_wer": 0.3965372800893605,
|
| 491 |
+
"step": 7000
|
| 492 |
+
},
|
| 493 |
+
{
|
| 494 |
+
"epoch": 33.49,
|
| 495 |
+
"learning_rate": 2.852906976744186e-05,
|
| 496 |
+
"loss": 0.9745,
|
| 497 |
+
"step": 7100
|
| 498 |
+
},
|
| 499 |
+
{
|
| 500 |
+
"epoch": 33.96,
|
| 501 |
+
"learning_rate": 2.7715116279069765e-05,
|
| 502 |
+
"loss": 0.9682,
|
| 503 |
+
"step": 7200
|
| 504 |
+
},
|
| 505 |
+
{
|
| 506 |
+
"epoch": 34.43,
|
| 507 |
+
"learning_rate": 2.6901162790697676e-05,
|
| 508 |
+
"loss": 0.9593,
|
| 509 |
+
"step": 7300
|
| 510 |
+
},
|
| 511 |
+
{
|
| 512 |
+
"epoch": 34.91,
|
| 513 |
+
"learning_rate": 2.608720930232558e-05,
|
| 514 |
+
"loss": 0.9591,
|
| 515 |
+
"step": 7400
|
| 516 |
+
},
|
| 517 |
+
{
|
| 518 |
+
"epoch": 35.38,
|
| 519 |
+
"learning_rate": 2.5273255813953486e-05,
|
| 520 |
+
"loss": 0.9582,
|
| 521 |
+
"step": 7500
|
| 522 |
+
},
|
| 523 |
+
{
|
| 524 |
+
"epoch": 35.85,
|
| 525 |
+
"learning_rate": 2.4459302325581396e-05,
|
| 526 |
+
"loss": 0.9567,
|
| 527 |
+
"step": 7600
|
| 528 |
+
},
|
| 529 |
+
{
|
| 530 |
+
"epoch": 36.32,
|
| 531 |
+
"learning_rate": 2.36453488372093e-05,
|
| 532 |
+
"loss": 0.9476,
|
| 533 |
+
"step": 7700
|
| 534 |
+
},
|
| 535 |
+
{
|
| 536 |
+
"epoch": 36.79,
|
| 537 |
+
"learning_rate": 2.2831395348837207e-05,
|
| 538 |
+
"loss": 0.9534,
|
| 539 |
+
"step": 7800
|
| 540 |
+
},
|
| 541 |
+
{
|
| 542 |
+
"epoch": 37.26,
|
| 543 |
+
"learning_rate": 2.2017441860465117e-05,
|
| 544 |
+
"loss": 0.9473,
|
| 545 |
+
"step": 7900
|
| 546 |
+
},
|
| 547 |
+
{
|
| 548 |
+
"epoch": 37.74,
|
| 549 |
+
"learning_rate": 2.120348837209302e-05,
|
| 550 |
+
"loss": 0.9485,
|
| 551 |
+
"step": 8000
|
| 552 |
+
},
|
| 553 |
+
{
|
| 554 |
+
"epoch": 37.74,
|
| 555 |
+
"eval_loss": 0.2948923110961914,
|
| 556 |
+
"eval_runtime": 99.2137,
|
| 557 |
+
"eval_samples_per_second": 30.621,
|
| 558 |
+
"eval_steps_per_second": 0.958,
|
| 559 |
+
"eval_wer": 0.3755375593409662,
|
| 560 |
+
"step": 8000
|
| 561 |
+
},
|
| 562 |
+
{
|
| 563 |
+
"epoch": 38.21,
|
| 564 |
+
"learning_rate": 2.0389534883720927e-05,
|
| 565 |
+
"loss": 0.9344,
|
| 566 |
+
"step": 8100
|
| 567 |
+
},
|
| 568 |
+
{
|
| 569 |
+
"epoch": 38.68,
|
| 570 |
+
"learning_rate": 1.9575581395348838e-05,
|
| 571 |
+
"loss": 0.9357,
|
| 572 |
+
"step": 8200
|
| 573 |
+
},
|
| 574 |
+
{
|
| 575 |
+
"epoch": 39.15,
|
| 576 |
+
"learning_rate": 1.876162790697674e-05,
|
| 577 |
+
"loss": 0.9545,
|
| 578 |
+
"step": 8300
|
| 579 |
+
},
|
| 580 |
+
{
|
| 581 |
+
"epoch": 39.62,
|
| 582 |
+
"learning_rate": 1.794767441860465e-05,
|
| 583 |
+
"loss": 0.9289,
|
| 584 |
+
"step": 8400
|
| 585 |
+
},
|
| 586 |
+
{
|
| 587 |
+
"epoch": 40.09,
|
| 588 |
+
"learning_rate": 1.7133720930232558e-05,
|
| 589 |
+
"loss": 0.9434,
|
| 590 |
+
"step": 8500
|
| 591 |
+
},
|
| 592 |
+
{
|
| 593 |
+
"epoch": 40.57,
|
| 594 |
+
"learning_rate": 1.6319767441860465e-05,
|
| 595 |
+
"loss": 0.9319,
|
| 596 |
+
"step": 8600
|
| 597 |
+
},
|
| 598 |
+
{
|
| 599 |
+
"epoch": 41.04,
|
| 600 |
+
"learning_rate": 1.551395348837209e-05,
|
| 601 |
+
"loss": 0.9357,
|
| 602 |
+
"step": 8700
|
| 603 |
+
},
|
| 604 |
+
{
|
| 605 |
+
"epoch": 41.51,
|
| 606 |
+
"learning_rate": 1.4699999999999998e-05,
|
| 607 |
+
"loss": 0.9105,
|
| 608 |
+
"step": 8800
|
| 609 |
+
},
|
| 610 |
+
{
|
| 611 |
+
"epoch": 41.98,
|
| 612 |
+
"learning_rate": 1.3886046511627905e-05,
|
| 613 |
+
"loss": 0.9299,
|
| 614 |
+
"step": 8900
|
| 615 |
+
},
|
| 616 |
+
{
|
| 617 |
+
"epoch": 42.45,
|
| 618 |
+
"learning_rate": 1.3072093023255814e-05,
|
| 619 |
+
"loss": 0.9332,
|
| 620 |
+
"step": 9000
|
| 621 |
+
},
|
| 622 |
+
{
|
| 623 |
+
"epoch": 42.45,
|
| 624 |
+
"eval_loss": 0.28152021765708923,
|
| 625 |
+
"eval_runtime": 100.0017,
|
| 626 |
+
"eval_samples_per_second": 30.379,
|
| 627 |
+
"eval_steps_per_second": 0.95,
|
| 628 |
+
"eval_wer": 0.3664898073163921,
|
| 629 |
+
"step": 9000
|
| 630 |
+
},
|
| 631 |
+
{
|
| 632 |
+
"epoch": 42.92,
|
| 633 |
+
"learning_rate": 1.225813953488372e-05,
|
| 634 |
+
"loss": 0.922,
|
| 635 |
+
"step": 9100
|
| 636 |
+
},
|
| 637 |
+
{
|
| 638 |
+
"epoch": 43.4,
|
| 639 |
+
"learning_rate": 1.1444186046511626e-05,
|
| 640 |
+
"loss": 0.9161,
|
| 641 |
+
"step": 9200
|
| 642 |
+
},
|
| 643 |
+
{
|
| 644 |
+
"epoch": 43.87,
|
| 645 |
+
"learning_rate": 1.0630232558139534e-05,
|
| 646 |
+
"loss": 0.9203,
|
| 647 |
+
"step": 9300
|
| 648 |
+
},
|
| 649 |
+
{
|
| 650 |
+
"epoch": 44.34,
|
| 651 |
+
"learning_rate": 9.816279069767441e-06,
|
| 652 |
+
"loss": 0.9221,
|
| 653 |
+
"step": 9400
|
| 654 |
+
},
|
| 655 |
+
{
|
| 656 |
+
"epoch": 44.81,
|
| 657 |
+
"learning_rate": 9.002325581395346e-06,
|
| 658 |
+
"loss": 0.8945,
|
| 659 |
+
"step": 9500
|
| 660 |
+
},
|
| 661 |
+
{
|
| 662 |
+
"epoch": 45.28,
|
| 663 |
+
"learning_rate": 8.188372093023255e-06,
|
| 664 |
+
"loss": 0.9347,
|
| 665 |
+
"step": 9600
|
| 666 |
+
},
|
| 667 |
+
{
|
| 668 |
+
"epoch": 45.75,
|
| 669 |
+
"learning_rate": 7.374418604651162e-06,
|
| 670 |
+
"loss": 0.8967,
|
| 671 |
+
"step": 9700
|
| 672 |
+
},
|
| 673 |
+
{
|
| 674 |
+
"epoch": 46.23,
|
| 675 |
+
"learning_rate": 6.560465116279069e-06,
|
| 676 |
+
"loss": 0.9211,
|
| 677 |
+
"step": 9800
|
| 678 |
+
},
|
| 679 |
+
{
|
| 680 |
+
"epoch": 46.7,
|
| 681 |
+
"learning_rate": 5.7465116279069765e-06,
|
| 682 |
+
"loss": 0.9007,
|
| 683 |
+
"step": 9900
|
| 684 |
+
},
|
| 685 |
+
{
|
| 686 |
+
"epoch": 47.17,
|
| 687 |
+
"learning_rate": 4.9325581395348825e-06,
|
| 688 |
+
"loss": 0.9093,
|
| 689 |
+
"step": 10000
|
| 690 |
+
},
|
| 691 |
+
{
|
| 692 |
+
"epoch": 47.17,
|
| 693 |
+
"eval_loss": 0.2779529094696045,
|
| 694 |
+
"eval_runtime": 102.291,
|
| 695 |
+
"eval_samples_per_second": 29.7,
|
| 696 |
+
"eval_steps_per_second": 0.929,
|
| 697 |
+
"eval_wer": 0.3623010332309411,
|
| 698 |
+
"step": 10000
|
| 699 |
+
},
|
| 700 |
+
{
|
| 701 |
+
"epoch": 47.64,
|
| 702 |
+
"learning_rate": 4.11860465116279e-06,
|
| 703 |
+
"loss": 0.9066,
|
| 704 |
+
"step": 10100
|
| 705 |
+
},
|
| 706 |
+
{
|
| 707 |
+
"epoch": 48.11,
|
| 708 |
+
"learning_rate": 3.3046511627906976e-06,
|
| 709 |
+
"loss": 0.9154,
|
| 710 |
+
"step": 10200
|
| 711 |
+
},
|
| 712 |
+
{
|
| 713 |
+
"epoch": 48.58,
|
| 714 |
+
"learning_rate": 2.4906976744186045e-06,
|
| 715 |
+
"loss": 0.9112,
|
| 716 |
+
"step": 10300
|
| 717 |
+
},
|
| 718 |
+
{
|
| 719 |
+
"epoch": 49.06,
|
| 720 |
+
"learning_rate": 1.6767441860465114e-06,
|
| 721 |
+
"loss": 0.8968,
|
| 722 |
+
"step": 10400
|
| 723 |
+
},
|
| 724 |
+
{
|
| 725 |
+
"epoch": 49.53,
|
| 726 |
+
"learning_rate": 8.627906976744186e-07,
|
| 727 |
+
"loss": 0.9083,
|
| 728 |
+
"step": 10500
|
| 729 |
+
},
|
| 730 |
+
{
|
| 731 |
+
"epoch": 50.0,
|
| 732 |
+
"learning_rate": 5.697674418604651e-08,
|
| 733 |
+
"loss": 0.9076,
|
| 734 |
+
"step": 10600
|
| 735 |
+
},
|
| 736 |
+
{
|
| 737 |
+
"epoch": 50.0,
|
| 738 |
+
"step": 10600,
|
| 739 |
+
"total_flos": 3.899540035775118e+19,
|
| 740 |
+
"train_loss": 1.4489057677646853,
|
| 741 |
+
"train_runtime": 15709.6404,
|
| 742 |
+
"train_samples_per_second": 21.544,
|
| 743 |
+
"train_steps_per_second": 0.675
|
| 744 |
+
}
|
| 745 |
+
],
|
| 746 |
+
"max_steps": 10600,
|
| 747 |
+
"num_train_epochs": 50,
|
| 748 |
+
"total_flos": 3.899540035775118e+19,
|
| 749 |
+
"trial_name": null,
|
| 750 |
+
"trial_params": null
|
| 751 |
+
}
|