mehrshadk commited on
Commit
ba39d9c
·
verified ·
1 Parent(s): 4e36abd

Training in progress, epoch 5, checkpoint

Browse files
checkpoint-500/config.json ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "microsoft/deberta-large",
3
+ "architectures": [
4
+ "DebertaForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "hidden_act": "gelu",
8
+ "hidden_dropout_prob": 0.1,
9
+ "hidden_size": 1024,
10
+ "initializer_range": 0.02,
11
+ "intermediate_size": 4096,
12
+ "layer_norm_eps": 1e-07,
13
+ "legacy": true,
14
+ "max_position_embeddings": 512,
15
+ "max_relative_positions": -1,
16
+ "model_type": "deberta",
17
+ "num_attention_heads": 16,
18
+ "num_hidden_layers": 24,
19
+ "pad_token_id": 0,
20
+ "pooler_dropout": 0,
21
+ "pooler_hidden_act": "gelu",
22
+ "pooler_hidden_size": 1024,
23
+ "pos_att_type": [
24
+ "c2p",
25
+ "p2c"
26
+ ],
27
+ "position_biased_input": false,
28
+ "relative_attention": true,
29
+ "torch_dtype": "float32",
30
+ "transformers_version": "4.48.3",
31
+ "type_vocab_size": 0,
32
+ "vocab_size": 50265
33
+ }
checkpoint-500/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cbd0df4cea2fff7cb6d68864326e6e6e7dc18428fe6fa99d87e470ffa498336f
3
+ size 1624907048
checkpoint-500/trainer_state.json ADDED
@@ -0,0 +1,263 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 5.0,
5
+ "eval_steps": 50,
6
+ "global_step": 500,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.5,
13
+ "grad_norm": 7.457424163818359,
14
+ "learning_rate": 9.166666666666666e-06,
15
+ "loss": 0.6324,
16
+ "step": 50
17
+ },
18
+ {
19
+ "epoch": 0.5,
20
+ "eval_sport_AUC": 0.8304120879120879,
21
+ "eval_sport_accuracy": 0.65,
22
+ "eval_sport_f1": 0.0,
23
+ "eval_sport_loss": 0.5250802040100098,
24
+ "eval_sport_macro_f1": 0.3939393939393939,
25
+ "eval_sport_micro_f1": 0.65,
26
+ "eval_sport_precision": 0.0,
27
+ "eval_sport_recall": 0.0,
28
+ "eval_sport_runtime": 1.1394,
29
+ "eval_sport_samples_per_second": 351.062,
30
+ "eval_sport_specificity": 1.0,
31
+ "eval_sport_steps_per_second": 0.878,
32
+ "step": 50
33
+ },
34
+ {
35
+ "epoch": 1.0,
36
+ "grad_norm": 5.422190189361572,
37
+ "learning_rate": 8.333333333333334e-06,
38
+ "loss": 0.5076,
39
+ "step": 100
40
+ },
41
+ {
42
+ "epoch": 1.0,
43
+ "eval_sport_AUC": 0.8500274725274726,
44
+ "eval_sport_accuracy": 0.7825,
45
+ "eval_sport_f1": 0.6448979591836734,
46
+ "eval_sport_loss": 0.5157707929611206,
47
+ "eval_sport_macro_f1": 0.7440706012134584,
48
+ "eval_sport_micro_f1": 0.7825,
49
+ "eval_sport_precision": 0.7523809523809524,
50
+ "eval_sport_recall": 0.5642857142857143,
51
+ "eval_sport_runtime": 1.1662,
52
+ "eval_sport_samples_per_second": 343.005,
53
+ "eval_sport_specificity": 0.9,
54
+ "eval_sport_steps_per_second": 0.858,
55
+ "step": 100
56
+ },
57
+ {
58
+ "epoch": 1.5,
59
+ "grad_norm": 13.851410865783691,
60
+ "learning_rate": 7.500000000000001e-06,
61
+ "loss": 0.4243,
62
+ "step": 150
63
+ },
64
+ {
65
+ "epoch": 1.5,
66
+ "eval_sport_AUC": 0.8775,
67
+ "eval_sport_accuracy": 0.77,
68
+ "eval_sport_f1": 0.7341040462427746,
69
+ "eval_sport_loss": 0.435852974653244,
70
+ "eval_sport_macro_f1": 0.7657304372183036,
71
+ "eval_sport_micro_f1": 0.77,
72
+ "eval_sport_precision": 0.616504854368932,
73
+ "eval_sport_recall": 0.9071428571428571,
74
+ "eval_sport_runtime": 1.1657,
75
+ "eval_sport_samples_per_second": 343.153,
76
+ "eval_sport_specificity": 0.6961538461538461,
77
+ "eval_sport_steps_per_second": 0.858,
78
+ "step": 150
79
+ },
80
+ {
81
+ "epoch": 2.0,
82
+ "grad_norm": 13.909685134887695,
83
+ "learning_rate": 6.666666666666667e-06,
84
+ "loss": 0.4124,
85
+ "step": 200
86
+ },
87
+ {
88
+ "epoch": 2.0,
89
+ "eval_sport_AUC": 0.8836813186813187,
90
+ "eval_sport_accuracy": 0.8125,
91
+ "eval_sport_f1": 0.7232472324723247,
92
+ "eval_sport_loss": 0.43182089924812317,
93
+ "eval_sport_macro_f1": 0.7907351474270886,
94
+ "eval_sport_micro_f1": 0.8125,
95
+ "eval_sport_precision": 0.7480916030534351,
96
+ "eval_sport_recall": 0.7,
97
+ "eval_sport_runtime": 1.1592,
98
+ "eval_sport_samples_per_second": 345.066,
99
+ "eval_sport_specificity": 0.8730769230769231,
100
+ "eval_sport_steps_per_second": 0.863,
101
+ "step": 200
102
+ },
103
+ {
104
+ "epoch": 2.5,
105
+ "grad_norm": 6.286098003387451,
106
+ "learning_rate": 5.833333333333334e-06,
107
+ "loss": 0.3136,
108
+ "step": 250
109
+ },
110
+ {
111
+ "epoch": 2.5,
112
+ "eval_sport_AUC": 0.8988736263736266,
113
+ "eval_sport_accuracy": 0.8075,
114
+ "eval_sport_f1": 0.7353951890034365,
115
+ "eval_sport_loss": 0.410043865442276,
116
+ "eval_sport_macro_f1": 0.7920590876254903,
117
+ "eval_sport_micro_f1": 0.8075,
118
+ "eval_sport_precision": 0.7086092715231788,
119
+ "eval_sport_recall": 0.7642857142857142,
120
+ "eval_sport_runtime": 1.1531,
121
+ "eval_sport_samples_per_second": 346.882,
122
+ "eval_sport_specificity": 0.8307692307692308,
123
+ "eval_sport_steps_per_second": 0.867,
124
+ "step": 250
125
+ },
126
+ {
127
+ "epoch": 3.0,
128
+ "grad_norm": 12.10146427154541,
129
+ "learning_rate": 5e-06,
130
+ "loss": 0.3356,
131
+ "step": 300
132
+ },
133
+ {
134
+ "epoch": 3.0,
135
+ "eval_sport_AUC": 0.8957967032967034,
136
+ "eval_sport_accuracy": 0.7925,
137
+ "eval_sport_f1": 0.7492447129909365,
138
+ "eval_sport_loss": 0.41360825300216675,
139
+ "eval_sport_macro_f1": 0.7861362157705216,
140
+ "eval_sport_micro_f1": 0.7925,
141
+ "eval_sport_precision": 0.6492146596858639,
142
+ "eval_sport_recall": 0.8857142857142857,
143
+ "eval_sport_runtime": 1.1571,
144
+ "eval_sport_samples_per_second": 345.688,
145
+ "eval_sport_specificity": 0.7423076923076923,
146
+ "eval_sport_steps_per_second": 0.864,
147
+ "step": 300
148
+ },
149
+ {
150
+ "epoch": 3.5,
151
+ "grad_norm": 20.41313362121582,
152
+ "learning_rate": 4.166666666666667e-06,
153
+ "loss": 0.1984,
154
+ "step": 350
155
+ },
156
+ {
157
+ "epoch": 3.5,
158
+ "eval_sport_AUC": 0.8906868131868132,
159
+ "eval_sport_accuracy": 0.8025,
160
+ "eval_sport_f1": 0.7375415282392026,
161
+ "eval_sport_loss": 0.572439968585968,
162
+ "eval_sport_macro_f1": 0.7896124474863347,
163
+ "eval_sport_micro_f1": 0.8025,
164
+ "eval_sport_precision": 0.6894409937888198,
165
+ "eval_sport_recall": 0.7928571428571428,
166
+ "eval_sport_runtime": 1.1428,
167
+ "eval_sport_samples_per_second": 350.014,
168
+ "eval_sport_specificity": 0.8076923076923077,
169
+ "eval_sport_steps_per_second": 0.875,
170
+ "step": 350
171
+ },
172
+ {
173
+ "epoch": 4.0,
174
+ "grad_norm": 6.701220989227295,
175
+ "learning_rate": 3.3333333333333333e-06,
176
+ "loss": 0.2116,
177
+ "step": 400
178
+ },
179
+ {
180
+ "epoch": 4.0,
181
+ "eval_sport_AUC": 0.8903571428571428,
182
+ "eval_sport_accuracy": 0.805,
183
+ "eval_sport_f1": 0.7310344827586207,
184
+ "eval_sport_loss": 0.5627374053001404,
185
+ "eval_sport_macro_f1": 0.7890466531440162,
186
+ "eval_sport_micro_f1": 0.805,
187
+ "eval_sport_precision": 0.7066666666666667,
188
+ "eval_sport_recall": 0.7571428571428571,
189
+ "eval_sport_runtime": 1.1389,
190
+ "eval_sport_samples_per_second": 351.223,
191
+ "eval_sport_specificity": 0.8307692307692308,
192
+ "eval_sport_steps_per_second": 0.878,
193
+ "step": 400
194
+ },
195
+ {
196
+ "epoch": 4.5,
197
+ "grad_norm": 7.881011962890625,
198
+ "learning_rate": 2.5e-06,
199
+ "loss": 0.1592,
200
+ "step": 450
201
+ },
202
+ {
203
+ "epoch": 4.5,
204
+ "eval_sport_AUC": 0.8919780219780219,
205
+ "eval_sport_accuracy": 0.815,
206
+ "eval_sport_f1": 0.7581699346405228,
207
+ "eval_sport_loss": 0.6977052092552185,
208
+ "eval_sport_macro_f1": 0.8041861818951602,
209
+ "eval_sport_micro_f1": 0.815,
210
+ "eval_sport_precision": 0.6987951807228916,
211
+ "eval_sport_recall": 0.8285714285714286,
212
+ "eval_sport_runtime": 1.1728,
213
+ "eval_sport_samples_per_second": 341.066,
214
+ "eval_sport_specificity": 0.8076923076923077,
215
+ "eval_sport_steps_per_second": 0.853,
216
+ "step": 450
217
+ },
218
+ {
219
+ "epoch": 5.0,
220
+ "grad_norm": 11.35710620880127,
221
+ "learning_rate": 1.6666666666666667e-06,
222
+ "loss": 0.12,
223
+ "step": 500
224
+ },
225
+ {
226
+ "epoch": 5.0,
227
+ "eval_sport_AUC": 0.891565934065934,
228
+ "eval_sport_accuracy": 0.8225,
229
+ "eval_sport_f1": 0.7641196013289037,
230
+ "eval_sport_loss": 0.7499765157699585,
231
+ "eval_sport_macro_f1": 0.8109175160953135,
232
+ "eval_sport_micro_f1": 0.8225,
233
+ "eval_sport_precision": 0.7142857142857143,
234
+ "eval_sport_recall": 0.8214285714285714,
235
+ "eval_sport_runtime": 1.1465,
236
+ "eval_sport_samples_per_second": 348.894,
237
+ "eval_sport_specificity": 0.823076923076923,
238
+ "eval_sport_steps_per_second": 0.872,
239
+ "step": 500
240
+ }
241
+ ],
242
+ "logging_steps": 50,
243
+ "max_steps": 600,
244
+ "num_input_tokens_seen": 0,
245
+ "num_train_epochs": 6,
246
+ "save_steps": 500,
247
+ "stateful_callbacks": {
248
+ "TrainerControl": {
249
+ "args": {
250
+ "should_epoch_stop": false,
251
+ "should_evaluate": false,
252
+ "should_log": false,
253
+ "should_save": true,
254
+ "should_training_stop": false
255
+ },
256
+ "attributes": {}
257
+ }
258
+ },
259
+ "total_flos": 678669432573600.0,
260
+ "train_batch_size": 16,
261
+ "trial_name": null,
262
+ "trial_params": null
263
+ }
checkpoint-500/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:89ea036e31dedf09ee41ba848e76f18b84cb49b9929a5f2845bdf3506e9220fa
3
+ size 5432