Commit ·
cac7f6a
1
Parent(s): 3ec4a2d
Training in progress, step 200
Browse files- all_results.json +16 -16
- eval_results.json +6 -6
- pytorch_model.bin +2 -2
- runs/Feb01_01-13-39_node1/events.out.tfevents.1643649325.node1 +2 -2
- runs/Feb01_01-13-39_node1/events.out.tfevents.1643650828.node1 +3 -0
- runs/Feb02_15-41-24_node1/1643787763.8152487/events.out.tfevents.1643787763.node1 +3 -0
- runs/Feb02_15-41-24_node1/events.out.tfevents.1643787763.node1 +3 -0
- test_results.json +6 -6
- train_results.json +4 -4
- trainer_state.json +120 -50
- training_args.bin +1 -1
- training_config.json +1 -1
all_results.json
CHANGED
|
@@ -1,20 +1,20 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
-
"eval_average_metrics":
|
| 4 |
-
"eval_em":
|
| 5 |
-
"eval_f1":
|
| 6 |
-
"eval_loss": 0.
|
| 7 |
-
"eval_runtime":
|
| 8 |
-
"eval_samples_per_second":
|
| 9 |
-
"test_average_metrics":
|
| 10 |
-
"test_em":
|
| 11 |
-
"test_f1":
|
| 12 |
-
"test_loss": 0.
|
| 13 |
-
"test_runtime":
|
| 14 |
-
"test_samples_per_second":
|
| 15 |
-
"train_loss": 0.
|
| 16 |
-
"train_runtime":
|
| 17 |
"train_samples": 27243,
|
| 18 |
-
"train_samples_per_second":
|
| 19 |
-
"train_steps_per_second":
|
| 20 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
+
"eval_average_metrics": 62.27396685546466,
|
| 4 |
+
"eval_em": 52.6431718061674,
|
| 5 |
+
"eval_f1": 71.90476190476191,
|
| 6 |
+
"eval_loss": 0.22205480933189392,
|
| 7 |
+
"eval_runtime": 24.5121,
|
| 8 |
+
"eval_samples_per_second": 98.89,
|
| 9 |
+
"test_average_metrics": 63.46612466124662,
|
| 10 |
+
"test_em": 54.44444444444444,
|
| 11 |
+
"test_f1": 72.48780487804879,
|
| 12 |
+
"test_loss": 0.19974233210086823,
|
| 13 |
+
"test_runtime": 25.265,
|
| 14 |
+
"test_samples_per_second": 95.943,
|
| 15 |
+
"train_loss": 0.18877839930180654,
|
| 16 |
+
"train_runtime": 1478.3404,
|
| 17 |
"train_samples": 27243,
|
| 18 |
+
"train_samples_per_second": 55.284,
|
| 19 |
+
"train_steps_per_second": 1.729
|
| 20 |
}
|
eval_results.json
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
-
"eval_average_metrics":
|
| 4 |
-
"eval_em":
|
| 5 |
-
"eval_f1":
|
| 6 |
-
"eval_loss": 0.
|
| 7 |
-
"eval_runtime":
|
| 8 |
-
"eval_samples_per_second":
|
| 9 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
+
"eval_average_metrics": 62.27396685546466,
|
| 4 |
+
"eval_em": 52.6431718061674,
|
| 5 |
+
"eval_f1": 71.90476190476191,
|
| 6 |
+
"eval_loss": 0.22205480933189392,
|
| 7 |
+
"eval_runtime": 24.5121,
|
| 8 |
+
"eval_samples_per_second": 98.89
|
| 9 |
}
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f1ab444282eb590cc07dbabd31e47b50243e70ffccd042252568fb62a630f70c
|
| 3 |
+
size 2631685
|
runs/Feb01_01-13-39_node1/events.out.tfevents.1643649325.node1
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:32102cbbdcd9c4a795b0aa34ba5c29813b31321cf7915c06cf138ba7acdb7670
|
| 3 |
+
size 9821
|
runs/Feb01_01-13-39_node1/events.out.tfevents.1643650828.node1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77e1993e71805ef73e081a4862b663ff96c1aa1575808c78da39cff8d9ac408d
|
| 3 |
+
size 764
|
runs/Feb02_15-41-24_node1/1643787763.8152487/events.out.tfevents.1643787763.node1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ef1270b5efe2e01fbeb1d60927c997ac38e79a588538ae80052edd4781dd4e59
|
| 3 |
+
size 5050
|
runs/Feb02_15-41-24_node1/events.out.tfevents.1643787763.node1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ddbeaefe73b2dfc4ea9ad1ad0465fab69d788e5c97f00a965dca9e048367f9af
|
| 3 |
+
size 4338
|
test_results.json
CHANGED
|
@@ -1,9 +1,9 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
-
"test_average_metrics":
|
| 4 |
-
"test_em":
|
| 5 |
-
"test_f1":
|
| 6 |
-
"test_loss": 0.
|
| 7 |
-
"test_runtime":
|
| 8 |
-
"test_samples_per_second":
|
| 9 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
+
"test_average_metrics": 63.46612466124662,
|
| 4 |
+
"test_em": 54.44444444444444,
|
| 5 |
+
"test_f1": 72.48780487804879,
|
| 6 |
+
"test_loss": 0.19974233210086823,
|
| 7 |
+
"test_runtime": 25.265,
|
| 8 |
+
"test_samples_per_second": 95.943
|
| 9 |
}
|
train_results.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
-
"train_loss": 0.
|
| 4 |
-
"train_runtime":
|
| 5 |
"train_samples": 27243,
|
| 6 |
-
"train_samples_per_second":
|
| 7 |
-
"train_steps_per_second":
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"epoch": 3.0,
|
| 3 |
+
"train_loss": 0.18877839930180654,
|
| 4 |
+
"train_runtime": 1478.3404,
|
| 5 |
"train_samples": 27243,
|
| 6 |
+
"train_samples_per_second": 55.284,
|
| 7 |
+
"train_steps_per_second": 1.729
|
| 8 |
}
|
trainer_state.json
CHANGED
|
@@ -1,105 +1,175 @@
|
|
| 1 |
{
|
| 2 |
-
"best_metric":
|
| 3 |
-
"best_model_checkpoint": "outputs/bitfit/t5-base/superglue-multirc/checkpoint-
|
| 4 |
"epoch": 3.0,
|
| 5 |
"global_step": 2556,
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
| 9 |
"log_history": [
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 10 |
{
|
| 11 |
"epoch": 0.59,
|
| 12 |
"learning_rate": 0.0002413145539906103,
|
| 13 |
-
"loss": 0.
|
| 14 |
"step": 500
|
| 15 |
},
|
| 16 |
{
|
| 17 |
-
"epoch": 0.
|
| 18 |
-
"eval_average_metrics":
|
| 19 |
-
"eval_em": 49.
|
| 20 |
-
"eval_f1":
|
| 21 |
-
"eval_loss": 0.
|
| 22 |
-
"eval_runtime":
|
| 23 |
-
"eval_samples_per_second":
|
| 24 |
-
"step":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 25 |
},
|
| 26 |
{
|
| 27 |
"epoch": 1.17,
|
| 28 |
"learning_rate": 0.00018262910798122063,
|
| 29 |
-
"loss": 0.
|
| 30 |
"step": 1000
|
| 31 |
},
|
| 32 |
{
|
| 33 |
"epoch": 1.17,
|
| 34 |
-
"eval_average_metrics":
|
| 35 |
-
"eval_em":
|
| 36 |
-
"eval_f1":
|
| 37 |
-
"eval_loss": 0.
|
| 38 |
-
"eval_runtime":
|
| 39 |
-
"eval_samples_per_second":
|
| 40 |
"step": 1000
|
| 41 |
},
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 42 |
{
|
| 43 |
"epoch": 1.76,
|
| 44 |
"learning_rate": 0.00012394366197183098,
|
| 45 |
-
"loss": 0.
|
| 46 |
"step": 1500
|
| 47 |
},
|
| 48 |
{
|
| 49 |
-
"epoch": 1.
|
| 50 |
-
"eval_average_metrics":
|
| 51 |
-
"eval_em":
|
| 52 |
-
"eval_f1":
|
| 53 |
-
"eval_loss": 0.
|
| 54 |
-
"eval_runtime":
|
| 55 |
-
"eval_samples_per_second":
|
| 56 |
-
"step":
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 57 |
},
|
| 58 |
{
|
| 59 |
"epoch": 2.35,
|
| 60 |
"learning_rate": 6.525821596244131e-05,
|
| 61 |
-
"loss": 0.
|
| 62 |
"step": 2000
|
| 63 |
},
|
| 64 |
{
|
| 65 |
"epoch": 2.35,
|
| 66 |
-
"eval_average_metrics":
|
| 67 |
-
"eval_em":
|
| 68 |
-
"eval_f1":
|
| 69 |
-
"eval_loss": 0.
|
| 70 |
-
"eval_runtime":
|
| 71 |
-
"eval_samples_per_second":
|
| 72 |
"step": 2000
|
| 73 |
},
|
| 74 |
{
|
| 75 |
-
"epoch": 2.
|
| 76 |
-
"
|
| 77 |
-
"
|
| 78 |
-
"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 79 |
},
|
| 80 |
{
|
| 81 |
"epoch": 2.93,
|
| 82 |
-
"
|
| 83 |
-
"
|
| 84 |
-
"eval_f1": 67.38351254480287,
|
| 85 |
-
"eval_loss": 0.21952344477176666,
|
| 86 |
-
"eval_runtime": 10.193,
|
| 87 |
-
"eval_samples_per_second": 237.809,
|
| 88 |
"step": 2500
|
| 89 |
},
|
| 90 |
{
|
| 91 |
"epoch": 3.0,
|
| 92 |
"step": 2556,
|
| 93 |
-
"total_flos": 2.
|
| 94 |
-
"train_loss": 0.
|
| 95 |
-
"train_runtime":
|
| 96 |
-
"train_samples_per_second":
|
| 97 |
-
"train_steps_per_second":
|
| 98 |
}
|
| 99 |
],
|
| 100 |
"max_steps": 2556,
|
| 101 |
"num_train_epochs": 3,
|
| 102 |
-
"total_flos": 2.
|
| 103 |
"trial_name": null,
|
| 104 |
"trial_params": null
|
| 105 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"best_metric": 62.27396685546466,
|
| 3 |
+
"best_model_checkpoint": "outputs/bitfit/t5-base/superglue-multirc/checkpoint-2400",
|
| 4 |
"epoch": 3.0,
|
| 5 |
"global_step": 2556,
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
| 9 |
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.23,
|
| 12 |
+
"eval_average_metrics": 58.45389071733288,
|
| 13 |
+
"eval_em": 49.88986784140969,
|
| 14 |
+
"eval_f1": 67.01791359325607,
|
| 15 |
+
"eval_loss": 0.21679049730300903,
|
| 16 |
+
"eval_runtime": 23.0565,
|
| 17 |
+
"eval_samples_per_second": 105.133,
|
| 18 |
+
"step": 200
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 0.47,
|
| 22 |
+
"eval_average_metrics": 61.27063054507724,
|
| 23 |
+
"eval_em": 51.98237885462555,
|
| 24 |
+
"eval_f1": 70.55888223552893,
|
| 25 |
+
"eval_loss": 0.2198609709739685,
|
| 26 |
+
"eval_runtime": 23.4946,
|
| 27 |
+
"eval_samples_per_second": 103.173,
|
| 28 |
+
"step": 400
|
| 29 |
+
},
|
| 30 |
{
|
| 31 |
"epoch": 0.59,
|
| 32 |
"learning_rate": 0.0002413145539906103,
|
| 33 |
+
"loss": 0.2582,
|
| 34 |
"step": 500
|
| 35 |
},
|
| 36 |
{
|
| 37 |
+
"epoch": 0.7,
|
| 38 |
+
"eval_average_metrics": 59.16978670550705,
|
| 39 |
+
"eval_em": 49.779735682819386,
|
| 40 |
+
"eval_f1": 68.55983772819472,
|
| 41 |
+
"eval_loss": 0.20913197100162506,
|
| 42 |
+
"eval_runtime": 23.7161,
|
| 43 |
+
"eval_samples_per_second": 102.209,
|
| 44 |
+
"step": 600
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 0.94,
|
| 48 |
+
"eval_average_metrics": 61.270356888999785,
|
| 49 |
+
"eval_em": 51.43171806167401,
|
| 50 |
+
"eval_f1": 71.10899571632555,
|
| 51 |
+
"eval_loss": 0.20762182772159576,
|
| 52 |
+
"eval_runtime": 26.3745,
|
| 53 |
+
"eval_samples_per_second": 91.907,
|
| 54 |
+
"step": 800
|
| 55 |
},
|
| 56 |
{
|
| 57 |
"epoch": 1.17,
|
| 58 |
"learning_rate": 0.00018262910798122063,
|
| 59 |
+
"loss": 0.1865,
|
| 60 |
"step": 1000
|
| 61 |
},
|
| 62 |
{
|
| 63 |
"epoch": 1.17,
|
| 64 |
+
"eval_average_metrics": 61.45286279488806,
|
| 65 |
+
"eval_em": 51.87224669603524,
|
| 66 |
+
"eval_f1": 71.03347889374089,
|
| 67 |
+
"eval_loss": 0.2089201658964157,
|
| 68 |
+
"eval_runtime": 24.8833,
|
| 69 |
+
"eval_samples_per_second": 97.415,
|
| 70 |
"step": 1000
|
| 71 |
},
|
| 72 |
+
{
|
| 73 |
+
"epoch": 1.41,
|
| 74 |
+
"eval_average_metrics": 61.79826184816632,
|
| 75 |
+
"eval_em": 52.202643171806166,
|
| 76 |
+
"eval_f1": 71.39388052452648,
|
| 77 |
+
"eval_loss": 0.20319344103336334,
|
| 78 |
+
"eval_runtime": 25.4876,
|
| 79 |
+
"eval_samples_per_second": 95.105,
|
| 80 |
+
"step": 1200
|
| 81 |
+
},
|
| 82 |
+
{
|
| 83 |
+
"epoch": 1.64,
|
| 84 |
+
"eval_average_metrics": 62.13396621755072,
|
| 85 |
+
"eval_em": 52.53303964757709,
|
| 86 |
+
"eval_f1": 71.73489278752436,
|
| 87 |
+
"eval_loss": 0.21759574115276337,
|
| 88 |
+
"eval_runtime": 26.3526,
|
| 89 |
+
"eval_samples_per_second": 91.983,
|
| 90 |
+
"step": 1400
|
| 91 |
+
},
|
| 92 |
{
|
| 93 |
"epoch": 1.76,
|
| 94 |
"learning_rate": 0.00012394366197183098,
|
| 95 |
+
"loss": 0.1745,
|
| 96 |
"step": 1500
|
| 97 |
},
|
| 98 |
{
|
| 99 |
+
"epoch": 1.88,
|
| 100 |
+
"eval_average_metrics": 62.159955413411296,
|
| 101 |
+
"eval_em": 52.09251101321586,
|
| 102 |
+
"eval_f1": 72.22739981360672,
|
| 103 |
+
"eval_loss": 0.21236789226531982,
|
| 104 |
+
"eval_runtime": 22.8791,
|
| 105 |
+
"eval_samples_per_second": 105.948,
|
| 106 |
+
"step": 1600
|
| 107 |
+
},
|
| 108 |
+
{
|
| 109 |
+
"epoch": 2.11,
|
| 110 |
+
"eval_average_metrics": 61.48864179183695,
|
| 111 |
+
"eval_em": 51.651982378854626,
|
| 112 |
+
"eval_f1": 71.32530120481927,
|
| 113 |
+
"eval_loss": 0.2192794233560562,
|
| 114 |
+
"eval_runtime": 23.8863,
|
| 115 |
+
"eval_samples_per_second": 101.481,
|
| 116 |
+
"step": 1800
|
| 117 |
},
|
| 118 |
{
|
| 119 |
"epoch": 2.35,
|
| 120 |
"learning_rate": 6.525821596244131e-05,
|
| 121 |
+
"loss": 0.1692,
|
| 122 |
"step": 2000
|
| 123 |
},
|
| 124 |
{
|
| 125 |
"epoch": 2.35,
|
| 126 |
+
"eval_average_metrics": 62.06655934464116,
|
| 127 |
+
"eval_em": 52.75330396475771,
|
| 128 |
+
"eval_f1": 71.37981472452462,
|
| 129 |
+
"eval_loss": 0.2168177217245102,
|
| 130 |
+
"eval_runtime": 23.5217,
|
| 131 |
+
"eval_samples_per_second": 103.054,
|
| 132 |
"step": 2000
|
| 133 |
},
|
| 134 |
{
|
| 135 |
+
"epoch": 2.58,
|
| 136 |
+
"eval_average_metrics": 62.263646102553764,
|
| 137 |
+
"eval_em": 52.31277533039648,
|
| 138 |
+
"eval_f1": 72.21451687471105,
|
| 139 |
+
"eval_loss": 0.22297202050685883,
|
| 140 |
+
"eval_runtime": 22.3978,
|
| 141 |
+
"eval_samples_per_second": 108.225,
|
| 142 |
+
"step": 2200
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 2.82,
|
| 146 |
+
"eval_average_metrics": 62.27396685546466,
|
| 147 |
+
"eval_em": 52.6431718061674,
|
| 148 |
+
"eval_f1": 71.90476190476191,
|
| 149 |
+
"eval_loss": 0.22205480933189392,
|
| 150 |
+
"eval_runtime": 23.6577,
|
| 151 |
+
"eval_samples_per_second": 102.461,
|
| 152 |
+
"step": 2400
|
| 153 |
},
|
| 154 |
{
|
| 155 |
"epoch": 2.93,
|
| 156 |
+
"learning_rate": 6.5727699530516425e-06,
|
| 157 |
+
"loss": 0.1589,
|
|
|
|
|
|
|
|
|
|
|
|
|
| 158 |
"step": 2500
|
| 159 |
},
|
| 160 |
{
|
| 161 |
"epoch": 3.0,
|
| 162 |
"step": 2556,
|
| 163 |
+
"total_flos": 2.511166406964019e+16,
|
| 164 |
+
"train_loss": 0.18877839930180654,
|
| 165 |
+
"train_runtime": 1478.3404,
|
| 166 |
+
"train_samples_per_second": 55.284,
|
| 167 |
+
"train_steps_per_second": 1.729
|
| 168 |
}
|
| 169 |
],
|
| 170 |
"max_steps": 2556,
|
| 171 |
"num_train_epochs": 3,
|
| 172 |
+
"total_flos": 2.511166406964019e+16,
|
| 173 |
"trial_name": null,
|
| 174 |
"trial_params": null
|
| 175 |
}
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 3183
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:83e35f5470e9729f322b58c3e0e205808f864a2886e2f0aa7c9a151f826d1f0f
|
| 3 |
size 3183
|
training_config.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"
|
|
|
|
| 1 |
+
{"dataset_config_name": ["en"], "delta_type": "lora", "do_eval": true, "do_test": true, "do_train": true, "eval_dataset_config_name": ["en"], "eval_dataset_name": "superglue-multirc", "eval_steps": 200, "evaluation_strategy": "steps", "greater_is_better": true, "learning_rate": 0.0003, "load_best_model_at_end": true, "lora_r": 8, "max_source_length": 256, "metric_for_best_model": "average_metrics", "model_name_or_path": "../../../../plm_cache/t5-base", "num_train_epochs": 3, "output_dir": "outputs/bitfit/t5-base/superglue-multirc", "overwrite_output_dir": true, "per_device_eval_batch_size": 32, "per_device_train_batch_size": 32, "predict_with_generate": true, "push_to_hub": true, "save_steps": 200, "save_strategy": "steps", "save_total_limit": 1, "seed": 42, "split_validation_test": true, "task_name": "superglue-multirc", "test_dataset_config_name": ["en"], "test_dataset_name": "superglue-multirc", "tokenizer_name": "../../../../plm_cache/t5-base", "unfrozen_modules": ["deltas", "layer_norm", "final_layer_norm"], "warmup_steps": 0}
|