davethaler commited on
Commit
ca2ea03
·
verified ·
1 Parent(s): 4d815ca

Training in progress, epoch 17, checkpoint

Browse files
checkpoint-680/config.json ADDED
@@ -0,0 +1,136 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "activation_dropout": 0.0,
3
+ "adapter_attn_dim": null,
4
+ "adapter_kernel_size": 3,
5
+ "adapter_stride": 2,
6
+ "add_adapter": false,
7
+ "apply_spec_augment": true,
8
+ "architectures": [
9
+ "Wav2Vec2ForSequenceClassification"
10
+ ],
11
+ "attention_dropout": 0.1,
12
+ "bos_token_id": 1,
13
+ "classifier_proj_size": 256,
14
+ "codevector_dim": 256,
15
+ "contrastive_logits_temperature": 0.1,
16
+ "conv_bias": false,
17
+ "conv_dim": [
18
+ 512,
19
+ 512,
20
+ 512,
21
+ 512,
22
+ 512,
23
+ 512,
24
+ 512
25
+ ],
26
+ "conv_kernel": [
27
+ 10,
28
+ 3,
29
+ 3,
30
+ 3,
31
+ 3,
32
+ 2,
33
+ 2
34
+ ],
35
+ "conv_stride": [
36
+ 5,
37
+ 2,
38
+ 2,
39
+ 2,
40
+ 2,
41
+ 2,
42
+ 2
43
+ ],
44
+ "ctc_loss_reduction": "sum",
45
+ "ctc_zero_infinity": false,
46
+ "diversity_loss_weight": 0.1,
47
+ "do_stable_layer_norm": false,
48
+ "dtype": "float32",
49
+ "eos_token_id": 2,
50
+ "feat_extract_activation": "gelu",
51
+ "feat_extract_norm": "group",
52
+ "feat_proj_dropout": 0.1,
53
+ "feat_quantizer_dropout": 0.0,
54
+ "final_dropout": 0.0,
55
+ "freeze_feat_extract_train": true,
56
+ "hidden_act": "gelu",
57
+ "hidden_dropout": 0.1,
58
+ "hidden_size": 768,
59
+ "id2label": {
60
+ "0": "water",
61
+ "1": "resident",
62
+ "2": "transient",
63
+ "3": "humpback",
64
+ "4": "vessel",
65
+ "5": "jingle",
66
+ "6": "human"
67
+ },
68
+ "initializer_range": 0.02,
69
+ "intermediate_size": 3072,
70
+ "label2id": {
71
+ "human": 6,
72
+ "humpback": 3,
73
+ "jingle": 5,
74
+ "resident": 1,
75
+ "transient": 2,
76
+ "vessel": 4,
77
+ "water": 0
78
+ },
79
+ "layer_norm_eps": 1e-05,
80
+ "layerdrop": 0.0,
81
+ "mask_channel_length": 10,
82
+ "mask_channel_min_space": 1,
83
+ "mask_channel_other": 0.0,
84
+ "mask_channel_prob": 0.0,
85
+ "mask_channel_selection": "static",
86
+ "mask_feature_length": 10,
87
+ "mask_feature_min_masks": 0,
88
+ "mask_feature_prob": 0.0,
89
+ "mask_time_length": 10,
90
+ "mask_time_min_masks": 2,
91
+ "mask_time_min_space": 1,
92
+ "mask_time_other": 0.0,
93
+ "mask_time_prob": 0.05,
94
+ "mask_time_selection": "static",
95
+ "model_type": "wav2vec2",
96
+ "no_mask_channel_overlap": false,
97
+ "no_mask_time_overlap": false,
98
+ "num_adapter_layers": 3,
99
+ "num_attention_heads": 12,
100
+ "num_codevector_groups": 2,
101
+ "num_codevectors_per_group": 320,
102
+ "num_conv_pos_embedding_groups": 16,
103
+ "num_conv_pos_embeddings": 128,
104
+ "num_feat_extract_layers": 7,
105
+ "num_hidden_layers": 12,
106
+ "num_negatives": 100,
107
+ "output_hidden_size": 768,
108
+ "pad_token_id": 0,
109
+ "proj_codevector_dim": 256,
110
+ "tdnn_dilation": [
111
+ 1,
112
+ 2,
113
+ 3,
114
+ 1,
115
+ 1
116
+ ],
117
+ "tdnn_dim": [
118
+ 512,
119
+ 512,
120
+ 512,
121
+ 512,
122
+ 1500
123
+ ],
124
+ "tdnn_kernel": [
125
+ 5,
126
+ 3,
127
+ 3,
128
+ 1,
129
+ 1
130
+ ],
131
+ "transformers_version": "5.8.1",
132
+ "use_cache": false,
133
+ "use_weighted_layer_sum": false,
134
+ "vocab_size": 32,
135
+ "xvector_output_dim": 512
136
+ }
checkpoint-680/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:29ae44fba16923f788a88e3231328d1d742a775837d74e86e0dd88a4072c1fae
3
+ size 378307452
checkpoint-680/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:97fc7e9afb08cca5d69aa5d4dbe7816715bd4b28d6273a1a737d258849946e40
3
+ size 756737291
checkpoint-680/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ffee1d2b13173a0107f353d191e7420c4f2ad92b3e62d9acc7d1135c13a817ee
3
+ size 14455
checkpoint-680/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6be5a37d34589451b236a9d3ec56d84bc640c63dc5637576c96a28f7ec63b27b
3
+ size 1465
checkpoint-680/trainer_state.json ADDED
@@ -0,0 +1,833 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 680,
3
+ "best_metric": 0.7774170274170275,
4
+ "best_model_checkpoint": "/home/runner/work/pods-ai/pods-ai/model/multiclass/checkpoint-680",
5
+ "epoch": 17.0,
6
+ "eval_steps": 500,
7
+ "global_step": 680,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.25,
14
+ "grad_norm": 1.8668311834335327,
15
+ "learning_rate": 3.3750000000000003e-06,
16
+ "loss": 1.9396303176879883,
17
+ "step": 10
18
+ },
19
+ {
20
+ "epoch": 0.5,
21
+ "grad_norm": 2.939877986907959,
22
+ "learning_rate": 7.1249999999999995e-06,
23
+ "loss": 1.9260967254638672,
24
+ "step": 20
25
+ },
26
+ {
27
+ "epoch": 0.75,
28
+ "grad_norm": 1.882246971130371,
29
+ "learning_rate": 1.0875e-05,
30
+ "loss": 1.9058483123779297,
31
+ "step": 30
32
+ },
33
+ {
34
+ "epoch": 1.0,
35
+ "grad_norm": 2.8229551315307617,
36
+ "learning_rate": 1.4625e-05,
37
+ "loss": 1.857316780090332,
38
+ "step": 40
39
+ },
40
+ {
41
+ "epoch": 1.0,
42
+ "eval_accuracy": 0.2875,
43
+ "eval_f1": 0.1488673139158576,
44
+ "eval_f1_human": 0.0,
45
+ "eval_f1_humpback": 0.0,
46
+ "eval_f1_jingle": 0.0,
47
+ "eval_f1_resident": 0.44660194174757284,
48
+ "eval_f1_transient": 0.0,
49
+ "eval_f1_vessel": 0.0,
50
+ "eval_f1_water": 0.0,
51
+ "eval_loss": 1.8598134517669678,
52
+ "eval_precision": 0.08265625,
53
+ "eval_recall": 0.2875,
54
+ "eval_runtime": 24.6324,
55
+ "eval_samples_per_second": 3.248,
56
+ "eval_steps_per_second": 0.406,
57
+ "step": 40
58
+ },
59
+ {
60
+ "epoch": 1.25,
61
+ "grad_norm": 4.461022853851318,
62
+ "learning_rate": 1.8375000000000003e-05,
63
+ "loss": 1.8402133941650392,
64
+ "step": 50
65
+ },
66
+ {
67
+ "epoch": 1.5,
68
+ "grad_norm": 2.3800013065338135,
69
+ "learning_rate": 2.2125000000000002e-05,
70
+ "loss": 1.7940902709960938,
71
+ "step": 60
72
+ },
73
+ {
74
+ "epoch": 1.75,
75
+ "grad_norm": 2.871340274810791,
76
+ "learning_rate": 2.5875000000000002e-05,
77
+ "loss": 1.7933925628662108,
78
+ "step": 70
79
+ },
80
+ {
81
+ "epoch": 2.0,
82
+ "grad_norm": 13.321478843688965,
83
+ "learning_rate": 2.9625000000000002e-05,
84
+ "loss": 1.8077194213867187,
85
+ "step": 80
86
+ },
87
+ {
88
+ "epoch": 2.0,
89
+ "eval_accuracy": 0.3375,
90
+ "eval_f1": 0.1631205673758865,
91
+ "eval_f1_human": 0.46153846153846156,
92
+ "eval_f1_humpback": 0.0,
93
+ "eval_f1_jingle": 0.0,
94
+ "eval_f1_resident": 0.48936170212765956,
95
+ "eval_f1_transient": 0.0,
96
+ "eval_f1_vessel": 0.13333333333333333,
97
+ "eval_f1_water": 0.0,
98
+ "eval_loss": 1.8714452981948853,
99
+ "eval_precision": 0.2025088028169014,
100
+ "eval_recall": 0.3375,
101
+ "eval_runtime": 24.7133,
102
+ "eval_samples_per_second": 3.237,
103
+ "eval_steps_per_second": 0.405,
104
+ "step": 80
105
+ },
106
+ {
107
+ "epoch": 2.25,
108
+ "grad_norm": 8.10289192199707,
109
+ "learning_rate": 2.9625000000000002e-05,
110
+ "loss": 1.7730058670043944,
111
+ "step": 90
112
+ },
113
+ {
114
+ "epoch": 2.5,
115
+ "grad_norm": 5.406036853790283,
116
+ "learning_rate": 2.9208333333333333e-05,
117
+ "loss": 1.691044235229492,
118
+ "step": 100
119
+ },
120
+ {
121
+ "epoch": 2.75,
122
+ "grad_norm": 3.6219217777252197,
123
+ "learning_rate": 2.8791666666666667e-05,
124
+ "loss": 1.7048904418945312,
125
+ "step": 110
126
+ },
127
+ {
128
+ "epoch": 3.0,
129
+ "grad_norm": 5.970705509185791,
130
+ "learning_rate": 2.8375e-05,
131
+ "loss": 1.6433557510375976,
132
+ "step": 120
133
+ },
134
+ {
135
+ "epoch": 3.0,
136
+ "eval_accuracy": 0.3375,
137
+ "eval_f1": 0.21201814058956917,
138
+ "eval_f1_human": 0.46153846153846156,
139
+ "eval_f1_humpback": 0.16666666666666666,
140
+ "eval_f1_jingle": 0.0,
141
+ "eval_f1_resident": 0.46938775510204084,
142
+ "eval_f1_transient": 0.0,
143
+ "eval_f1_vessel": 0.0,
144
+ "eval_f1_water": 0.0,
145
+ "eval_loss": 1.6715224981307983,
146
+ "eval_precision": 0.31004166666666666,
147
+ "eval_recall": 0.3375,
148
+ "eval_runtime": 24.7734,
149
+ "eval_samples_per_second": 3.229,
150
+ "eval_steps_per_second": 0.404,
151
+ "step": 120
152
+ },
153
+ {
154
+ "epoch": 3.25,
155
+ "grad_norm": 10.863486289978027,
156
+ "learning_rate": 2.7958333333333333e-05,
157
+ "loss": 1.5631604194641113,
158
+ "step": 130
159
+ },
160
+ {
161
+ "epoch": 3.5,
162
+ "grad_norm": 8.574637413024902,
163
+ "learning_rate": 2.7541666666666668e-05,
164
+ "loss": 1.5334065437316895,
165
+ "step": 140
166
+ },
167
+ {
168
+ "epoch": 3.75,
169
+ "grad_norm": 7.105515003204346,
170
+ "learning_rate": 2.7125000000000002e-05,
171
+ "loss": 1.5497626304626464,
172
+ "step": 150
173
+ },
174
+ {
175
+ "epoch": 4.0,
176
+ "grad_norm": 16.305498123168945,
177
+ "learning_rate": 2.6708333333333333e-05,
178
+ "loss": 1.5918970108032227,
179
+ "step": 160
180
+ },
181
+ {
182
+ "epoch": 4.0,
183
+ "eval_accuracy": 0.4625,
184
+ "eval_f1": 0.5654970760233918,
185
+ "eval_f1_human": 0.4444444444444444,
186
+ "eval_f1_humpback": 0.5,
187
+ "eval_f1_jingle": 0.0,
188
+ "eval_f1_resident": 0.5964912280701754,
189
+ "eval_f1_transient": 0.6,
190
+ "eval_f1_vessel": 0.0,
191
+ "eval_f1_water": 0.0,
192
+ "eval_loss": 1.6689106225967407,
193
+ "eval_precision": 0.35366379310344825,
194
+ "eval_recall": 0.4625,
195
+ "eval_runtime": 24.6211,
196
+ "eval_samples_per_second": 3.249,
197
+ "eval_steps_per_second": 0.406,
198
+ "step": 160
199
+ },
200
+ {
201
+ "epoch": 4.25,
202
+ "grad_norm": 22.159957885742188,
203
+ "learning_rate": 2.6291666666666668e-05,
204
+ "loss": 1.458185577392578,
205
+ "step": 170
206
+ },
207
+ {
208
+ "epoch": 4.5,
209
+ "grad_norm": 5.997427940368652,
210
+ "learning_rate": 2.5875000000000002e-05,
211
+ "loss": 1.4319477081298828,
212
+ "step": 180
213
+ },
214
+ {
215
+ "epoch": 4.75,
216
+ "grad_norm": 15.294506072998047,
217
+ "learning_rate": 2.5458333333333333e-05,
218
+ "loss": 1.4154382705688477,
219
+ "step": 190
220
+ },
221
+ {
222
+ "epoch": 5.0,
223
+ "grad_norm": 14.528937339782715,
224
+ "learning_rate": 2.5041666666666668e-05,
225
+ "loss": 1.3779909133911132,
226
+ "step": 200
227
+ },
228
+ {
229
+ "epoch": 5.0,
230
+ "eval_accuracy": 0.5875,
231
+ "eval_f1": 0.6944318983209324,
232
+ "eval_f1_human": 0.6666666666666666,
233
+ "eval_f1_humpback": 0.7096774193548387,
234
+ "eval_f1_jingle": 0.0,
235
+ "eval_f1_resident": 0.6779661016949152,
236
+ "eval_f1_transient": 0.6956521739130435,
237
+ "eval_f1_vessel": 0.0,
238
+ "eval_f1_water": 0.2222222222222222,
239
+ "eval_loss": 1.3697296380996704,
240
+ "eval_precision": 0.5100631313131313,
241
+ "eval_recall": 0.5875,
242
+ "eval_runtime": 24.6436,
243
+ "eval_samples_per_second": 3.246,
244
+ "eval_steps_per_second": 0.406,
245
+ "step": 200
246
+ },
247
+ {
248
+ "epoch": 5.25,
249
+ "grad_norm": 14.52349853515625,
250
+ "learning_rate": 2.4625e-05,
251
+ "loss": 1.2567331314086914,
252
+ "step": 210
253
+ },
254
+ {
255
+ "epoch": 5.5,
256
+ "grad_norm": 3.960951805114746,
257
+ "learning_rate": 2.4208333333333333e-05,
258
+ "loss": 1.1996272087097168,
259
+ "step": 220
260
+ },
261
+ {
262
+ "epoch": 5.75,
263
+ "grad_norm": 15.082646369934082,
264
+ "learning_rate": 2.3791666666666664e-05,
265
+ "loss": 1.195827102661133,
266
+ "step": 230
267
+ },
268
+ {
269
+ "epoch": 6.0,
270
+ "grad_norm": 4.821845531463623,
271
+ "learning_rate": 2.3375000000000002e-05,
272
+ "loss": 1.2418400764465332,
273
+ "step": 240
274
+ },
275
+ {
276
+ "epoch": 6.0,
277
+ "eval_accuracy": 0.5125,
278
+ "eval_f1": 0.5613756613756614,
279
+ "eval_f1_human": 0.46153846153846156,
280
+ "eval_f1_humpback": 0.5555555555555556,
281
+ "eval_f1_jingle": 0.0,
282
+ "eval_f1_resident": 0.6285714285714286,
283
+ "eval_f1_transient": 0.5,
284
+ "eval_f1_vessel": 0.3333333333333333,
285
+ "eval_f1_water": 0.3333333333333333,
286
+ "eval_loss": 1.4040424823760986,
287
+ "eval_precision": 0.5577887537993921,
288
+ "eval_recall": 0.5125,
289
+ "eval_runtime": 24.5561,
290
+ "eval_samples_per_second": 3.258,
291
+ "eval_steps_per_second": 0.407,
292
+ "step": 240
293
+ },
294
+ {
295
+ "epoch": 6.25,
296
+ "grad_norm": 8.668111801147461,
297
+ "learning_rate": 2.2958333333333333e-05,
298
+ "loss": 1.0798751831054687,
299
+ "step": 250
300
+ },
301
+ {
302
+ "epoch": 6.5,
303
+ "grad_norm": 40.171241760253906,
304
+ "learning_rate": 2.2541666666666668e-05,
305
+ "loss": 1.1611945152282714,
306
+ "step": 260
307
+ },
308
+ {
309
+ "epoch": 6.75,
310
+ "grad_norm": 7.711854457855225,
311
+ "learning_rate": 2.2125000000000002e-05,
312
+ "loss": 1.20938138961792,
313
+ "step": 270
314
+ },
315
+ {
316
+ "epoch": 7.0,
317
+ "grad_norm": 32.661705017089844,
318
+ "learning_rate": 2.1708333333333334e-05,
319
+ "loss": 1.181071662902832,
320
+ "step": 280
321
+ },
322
+ {
323
+ "epoch": 7.0,
324
+ "eval_accuracy": 0.575,
325
+ "eval_f1": 0.5869708994708994,
326
+ "eval_f1_human": 0.5714285714285714,
327
+ "eval_f1_humpback": 0.5,
328
+ "eval_f1_jingle": 0.2222222222222222,
329
+ "eval_f1_resident": 0.6984126984126984,
330
+ "eval_f1_transient": 0.5625,
331
+ "eval_f1_vessel": 0.46153846153846156,
332
+ "eval_f1_water": 0.46153846153846156,
333
+ "eval_loss": 1.371209979057312,
334
+ "eval_precision": 0.6543750000000002,
335
+ "eval_recall": 0.575,
336
+ "eval_runtime": 24.6292,
337
+ "eval_samples_per_second": 3.248,
338
+ "eval_steps_per_second": 0.406,
339
+ "step": 280
340
+ },
341
+ {
342
+ "epoch": 7.25,
343
+ "grad_norm": 21.662912368774414,
344
+ "learning_rate": 2.1291666666666668e-05,
345
+ "loss": 1.0008769035339355,
346
+ "step": 290
347
+ },
348
+ {
349
+ "epoch": 7.5,
350
+ "grad_norm": 23.016326904296875,
351
+ "learning_rate": 2.0875e-05,
352
+ "loss": 1.0207538604736328,
353
+ "step": 300
354
+ },
355
+ {
356
+ "epoch": 7.75,
357
+ "grad_norm": 6.426280975341797,
358
+ "learning_rate": 2.0458333333333334e-05,
359
+ "loss": 0.9328726768493653,
360
+ "step": 310
361
+ },
362
+ {
363
+ "epoch": 8.0,
364
+ "grad_norm": 21.511892318725586,
365
+ "learning_rate": 2.0041666666666665e-05,
366
+ "loss": 1.0631596565246582,
367
+ "step": 320
368
+ },
369
+ {
370
+ "epoch": 8.0,
371
+ "eval_accuracy": 0.5625,
372
+ "eval_f1": 0.6611394557823129,
373
+ "eval_f1_human": 0.5333333333333333,
374
+ "eval_f1_humpback": 0.6875,
375
+ "eval_f1_jingle": 0.42857142857142855,
376
+ "eval_f1_resident": 0.6530612244897959,
377
+ "eval_f1_transient": 0.6428571428571429,
378
+ "eval_f1_vessel": 0.16666666666666666,
379
+ "eval_f1_water": 0.2,
380
+ "eval_loss": 1.2977354526519775,
381
+ "eval_precision": 0.5583218864468865,
382
+ "eval_recall": 0.5625,
383
+ "eval_runtime": 24.5826,
384
+ "eval_samples_per_second": 3.254,
385
+ "eval_steps_per_second": 0.407,
386
+ "step": 320
387
+ },
388
+ {
389
+ "epoch": 8.25,
390
+ "grad_norm": 23.638885498046875,
391
+ "learning_rate": 1.9625e-05,
392
+ "loss": 0.945561695098877,
393
+ "step": 330
394
+ },
395
+ {
396
+ "epoch": 8.5,
397
+ "grad_norm": 21.955652236938477,
398
+ "learning_rate": 1.9208333333333334e-05,
399
+ "loss": 0.8307452201843262,
400
+ "step": 340
401
+ },
402
+ {
403
+ "epoch": 8.75,
404
+ "grad_norm": 37.24247360229492,
405
+ "learning_rate": 1.8791666666666668e-05,
406
+ "loss": 0.8966250419616699,
407
+ "step": 350
408
+ },
409
+ {
410
+ "epoch": 9.0,
411
+ "grad_norm": 34.65521240234375,
412
+ "learning_rate": 1.8375000000000003e-05,
413
+ "loss": 1.0554585456848145,
414
+ "step": 360
415
+ },
416
+ {
417
+ "epoch": 9.0,
418
+ "eval_accuracy": 0.5875,
419
+ "eval_f1": 0.5537155434440834,
420
+ "eval_f1_human": 0.5333333333333333,
421
+ "eval_f1_humpback": 0.42857142857142855,
422
+ "eval_f1_jingle": 0.6666666666666666,
423
+ "eval_f1_resident": 0.6808510638297872,
424
+ "eval_f1_transient": 0.5517241379310345,
425
+ "eval_f1_vessel": 0.47058823529411764,
426
+ "eval_f1_water": 0.6086956521739131,
427
+ "eval_loss": 1.3107037544250488,
428
+ "eval_precision": 0.6475376400560224,
429
+ "eval_recall": 0.5875,
430
+ "eval_runtime": 24.6061,
431
+ "eval_samples_per_second": 3.251,
432
+ "eval_steps_per_second": 0.406,
433
+ "step": 360
434
+ },
435
+ {
436
+ "epoch": 9.25,
437
+ "grad_norm": 3.1358461380004883,
438
+ "learning_rate": 1.7958333333333334e-05,
439
+ "loss": 0.9766130447387695,
440
+ "step": 370
441
+ },
442
+ {
443
+ "epoch": 9.5,
444
+ "grad_norm": 16.83808135986328,
445
+ "learning_rate": 1.754166666666667e-05,
446
+ "loss": 0.7928431987762451,
447
+ "step": 380
448
+ },
449
+ {
450
+ "epoch": 9.75,
451
+ "grad_norm": 19.454648971557617,
452
+ "learning_rate": 1.7125e-05,
453
+ "loss": 0.8157154083251953,
454
+ "step": 390
455
+ },
456
+ {
457
+ "epoch": 10.0,
458
+ "grad_norm": 48.8062858581543,
459
+ "learning_rate": 1.6708333333333334e-05,
460
+ "loss": 0.6693048477172852,
461
+ "step": 400
462
+ },
463
+ {
464
+ "epoch": 10.0,
465
+ "eval_accuracy": 0.6125,
466
+ "eval_f1": 0.6450635386119258,
467
+ "eval_f1_human": 0.5882352941176471,
468
+ "eval_f1_humpback": 0.7,
469
+ "eval_f1_jingle": 0.5454545454545454,
470
+ "eval_f1_resident": 0.6545454545454545,
471
+ "eval_f1_transient": 0.5806451612903226,
472
+ "eval_f1_vessel": 0.46153846153846156,
473
+ "eval_f1_water": 0.6153846153846154,
474
+ "eval_loss": 1.231101393699646,
475
+ "eval_precision": 0.6806533260233918,
476
+ "eval_recall": 0.6125,
477
+ "eval_runtime": 24.5768,
478
+ "eval_samples_per_second": 3.255,
479
+ "eval_steps_per_second": 0.407,
480
+ "step": 400
481
+ },
482
+ {
483
+ "epoch": 10.25,
484
+ "grad_norm": 23.585220336914062,
485
+ "learning_rate": 1.6291666666666665e-05,
486
+ "loss": 0.8009570121765137,
487
+ "step": 410
488
+ },
489
+ {
490
+ "epoch": 10.5,
491
+ "grad_norm": 52.430931091308594,
492
+ "learning_rate": 1.5875e-05,
493
+ "loss": 0.6774312019348144,
494
+ "step": 420
495
+ },
496
+ {
497
+ "epoch": 10.75,
498
+ "grad_norm": 12.286913871765137,
499
+ "learning_rate": 1.545833333333333e-05,
500
+ "loss": 0.6904989719390869,
501
+ "step": 430
502
+ },
503
+ {
504
+ "epoch": 11.0,
505
+ "grad_norm": 2.2310545444488525,
506
+ "learning_rate": 1.5041666666666667e-05,
507
+ "loss": 0.6417029857635498,
508
+ "step": 440
509
+ },
510
+ {
511
+ "epoch": 11.0,
512
+ "eval_accuracy": 0.675,
513
+ "eval_f1": 0.7315462315462314,
514
+ "eval_f1_human": 0.6666666666666666,
515
+ "eval_f1_humpback": 0.8461538461538461,
516
+ "eval_f1_jingle": 0.6,
517
+ "eval_f1_resident": 0.6818181818181818,
518
+ "eval_f1_transient": 0.6666666666666666,
519
+ "eval_f1_vessel": 0.5833333333333334,
520
+ "eval_f1_water": 0.5454545454545454,
521
+ "eval_loss": 1.1498925685882568,
522
+ "eval_precision": 0.7211904761904762,
523
+ "eval_recall": 0.675,
524
+ "eval_runtime": 24.6377,
525
+ "eval_samples_per_second": 3.247,
526
+ "eval_steps_per_second": 0.406,
527
+ "step": 440
528
+ },
529
+ {
530
+ "epoch": 11.25,
531
+ "grad_norm": 20.12211799621582,
532
+ "learning_rate": 1.4625e-05,
533
+ "loss": 0.5296733379364014,
534
+ "step": 450
535
+ },
536
+ {
537
+ "epoch": 11.5,
538
+ "grad_norm": 8.15372085571289,
539
+ "learning_rate": 1.4208333333333333e-05,
540
+ "loss": 0.5555210590362549,
541
+ "step": 460
542
+ },
543
+ {
544
+ "epoch": 11.75,
545
+ "grad_norm": 2.4559547901153564,
546
+ "learning_rate": 1.3791666666666667e-05,
547
+ "loss": 0.5045695304870605,
548
+ "step": 470
549
+ },
550
+ {
551
+ "epoch": 12.0,
552
+ "grad_norm": 3.179777145385742,
553
+ "learning_rate": 1.3375000000000002e-05,
554
+ "loss": 0.5730883598327636,
555
+ "step": 480
556
+ },
557
+ {
558
+ "epoch": 12.0,
559
+ "eval_accuracy": 0.7125,
560
+ "eval_f1": 0.7511142387989679,
561
+ "eval_f1_human": 0.75,
562
+ "eval_f1_humpback": 0.8571428571428571,
563
+ "eval_f1_jingle": 0.6,
564
+ "eval_f1_resident": 0.7755102040816326,
565
+ "eval_f1_transient": 0.6206896551724138,
566
+ "eval_f1_vessel": 0.5,
567
+ "eval_f1_water": 0.7368421052631579,
568
+ "eval_loss": 1.0407167673110962,
569
+ "eval_precision": 0.7441561869503046,
570
+ "eval_recall": 0.7125,
571
+ "eval_runtime": 24.5853,
572
+ "eval_samples_per_second": 3.254,
573
+ "eval_steps_per_second": 0.407,
574
+ "step": 480
575
+ },
576
+ {
577
+ "epoch": 12.25,
578
+ "grad_norm": 29.25799560546875,
579
+ "learning_rate": 1.2958333333333334e-05,
580
+ "loss": 0.44350547790527345,
581
+ "step": 490
582
+ },
583
+ {
584
+ "epoch": 12.5,
585
+ "grad_norm": 1.266361117362976,
586
+ "learning_rate": 1.2541666666666667e-05,
587
+ "loss": 0.4634674549102783,
588
+ "step": 500
589
+ },
590
+ {
591
+ "epoch": 12.75,
592
+ "grad_norm": 29.000402450561523,
593
+ "learning_rate": 1.2125e-05,
594
+ "loss": 0.48257694244384763,
595
+ "step": 510
596
+ },
597
+ {
598
+ "epoch": 13.0,
599
+ "grad_norm": 19.07715606689453,
600
+ "learning_rate": 1.1708333333333334e-05,
601
+ "loss": 0.44806995391845705,
602
+ "step": 520
603
+ },
604
+ {
605
+ "epoch": 13.0,
606
+ "eval_accuracy": 0.6375,
607
+ "eval_f1": 0.5983333333333333,
608
+ "eval_f1_human": 0.8,
609
+ "eval_f1_humpback": 0.625,
610
+ "eval_f1_jingle": 0.7272727272727273,
611
+ "eval_f1_resident": 0.72,
612
+ "eval_f1_transient": 0.45,
613
+ "eval_f1_vessel": 0.625,
614
+ "eval_f1_water": 0.6666666666666666,
615
+ "eval_loss": 1.2673215866088867,
616
+ "eval_precision": 0.781547619047619,
617
+ "eval_recall": 0.6375,
618
+ "eval_runtime": 24.6097,
619
+ "eval_samples_per_second": 3.251,
620
+ "eval_steps_per_second": 0.406,
621
+ "step": 520
622
+ },
623
+ {
624
+ "epoch": 13.25,
625
+ "grad_norm": 1.2666140794754028,
626
+ "learning_rate": 1.1291666666666667e-05,
627
+ "loss": 0.40395755767822267,
628
+ "step": 530
629
+ },
630
+ {
631
+ "epoch": 13.5,
632
+ "grad_norm": 1.897343397140503,
633
+ "learning_rate": 1.0875e-05,
634
+ "loss": 0.36233084201812743,
635
+ "step": 540
636
+ },
637
+ {
638
+ "epoch": 13.75,
639
+ "grad_norm": 9.512198448181152,
640
+ "learning_rate": 1.0458333333333333e-05,
641
+ "loss": 0.4046651840209961,
642
+ "step": 550
643
+ },
644
+ {
645
+ "epoch": 14.0,
646
+ "grad_norm": 1.0725066661834717,
647
+ "learning_rate": 1.0041666666666666e-05,
648
+ "loss": 0.443222713470459,
649
+ "step": 560
650
+ },
651
+ {
652
+ "epoch": 14.0,
653
+ "eval_accuracy": 0.6875,
654
+ "eval_f1": 0.7554737695714554,
655
+ "eval_f1_human": 0.7058823529411765,
656
+ "eval_f1_humpback": 0.9565217391304348,
657
+ "eval_f1_jingle": 0.6,
658
+ "eval_f1_resident": 0.7804878048780488,
659
+ "eval_f1_transient": 0.5294117647058824,
660
+ "eval_f1_vessel": 0.47619047619047616,
661
+ "eval_f1_water": 0.7142857142857143,
662
+ "eval_loss": 1.0391490459442139,
663
+ "eval_precision": 0.7549873737373737,
664
+ "eval_recall": 0.6875,
665
+ "eval_runtime": 24.598,
666
+ "eval_samples_per_second": 3.252,
667
+ "eval_steps_per_second": 0.407,
668
+ "step": 560
669
+ },
670
+ {
671
+ "epoch": 14.25,
672
+ "grad_norm": 1.366147756576538,
673
+ "learning_rate": 9.625000000000002e-06,
674
+ "loss": 0.3922883987426758,
675
+ "step": 570
676
+ },
677
+ {
678
+ "epoch": 14.5,
679
+ "grad_norm": 3.1276583671569824,
680
+ "learning_rate": 9.208333333333335e-06,
681
+ "loss": 0.2765415906906128,
682
+ "step": 580
683
+ },
684
+ {
685
+ "epoch": 14.75,
686
+ "grad_norm": 29.363941192626953,
687
+ "learning_rate": 8.791666666666667e-06,
688
+ "loss": 0.28803434371948244,
689
+ "step": 590
690
+ },
691
+ {
692
+ "epoch": 15.0,
693
+ "grad_norm": 1.404604434967041,
694
+ "learning_rate": 8.375e-06,
695
+ "loss": 0.22552995681762694,
696
+ "step": 600
697
+ },
698
+ {
699
+ "epoch": 15.0,
700
+ "eval_accuracy": 0.7,
701
+ "eval_f1": 0.7393939393939394,
702
+ "eval_f1_human": 0.75,
703
+ "eval_f1_humpback": 0.8181818181818182,
704
+ "eval_f1_jingle": 0.5454545454545454,
705
+ "eval_f1_resident": 0.8,
706
+ "eval_f1_transient": 0.6,
707
+ "eval_f1_vessel": 0.5,
708
+ "eval_f1_water": 0.75,
709
+ "eval_loss": 0.9604784250259399,
710
+ "eval_precision": 0.7222808441558441,
711
+ "eval_recall": 0.7,
712
+ "eval_runtime": 24.6142,
713
+ "eval_samples_per_second": 3.25,
714
+ "eval_steps_per_second": 0.406,
715
+ "step": 600
716
+ },
717
+ {
718
+ "epoch": 15.25,
719
+ "grad_norm": 2.0040385723114014,
720
+ "learning_rate": 7.958333333333333e-06,
721
+ "loss": 0.3015956163406372,
722
+ "step": 610
723
+ },
724
+ {
725
+ "epoch": 15.5,
726
+ "grad_norm": 0.7820137739181519,
727
+ "learning_rate": 7.541666666666667e-06,
728
+ "loss": 0.2632955312728882,
729
+ "step": 620
730
+ },
731
+ {
732
+ "epoch": 15.75,
733
+ "grad_norm": 2.9510080814361572,
734
+ "learning_rate": 7.1249999999999995e-06,
735
+ "loss": 0.2560471296310425,
736
+ "step": 630
737
+ },
738
+ {
739
+ "epoch": 16.0,
740
+ "grad_norm": 0.9953803420066833,
741
+ "learning_rate": 6.708333333333334e-06,
742
+ "loss": 0.17468478679656982,
743
+ "step": 640
744
+ },
745
+ {
746
+ "epoch": 16.0,
747
+ "eval_accuracy": 0.6625,
748
+ "eval_f1": 0.7507989907485282,
749
+ "eval_f1_human": 0.7058823529411765,
750
+ "eval_f1_humpback": 0.9,
751
+ "eval_f1_jingle": 0.625,
752
+ "eval_f1_resident": 0.7317073170731707,
753
+ "eval_f1_transient": 0.6206896551724138,
754
+ "eval_f1_vessel": 0.5384615384615384,
755
+ "eval_f1_water": 0.36363636363636365,
756
+ "eval_loss": 1.155379056930542,
757
+ "eval_precision": 0.7108353758169935,
758
+ "eval_recall": 0.6625,
759
+ "eval_runtime": 24.5906,
760
+ "eval_samples_per_second": 3.253,
761
+ "eval_steps_per_second": 0.407,
762
+ "step": 640
763
+ },
764
+ {
765
+ "epoch": 16.25,
766
+ "grad_norm": 2.6758124828338623,
767
+ "learning_rate": 6.291666666666667e-06,
768
+ "loss": 0.23684515953063964,
769
+ "step": 650
770
+ },
771
+ {
772
+ "epoch": 16.5,
773
+ "grad_norm": 25.291175842285156,
774
+ "learning_rate": 5.8750000000000005e-06,
775
+ "loss": 0.21341469287872314,
776
+ "step": 660
777
+ },
778
+ {
779
+ "epoch": 16.75,
780
+ "grad_norm": 2.370605230331421,
781
+ "learning_rate": 5.458333333333333e-06,
782
+ "loss": 0.22325022220611573,
783
+ "step": 670
784
+ },
785
+ {
786
+ "epoch": 17.0,
787
+ "grad_norm": 10.337233543395996,
788
+ "learning_rate": 5.041666666666667e-06,
789
+ "loss": 0.1329780101776123,
790
+ "step": 680
791
+ },
792
+ {
793
+ "epoch": 17.0,
794
+ "eval_accuracy": 0.7375,
795
+ "eval_f1": 0.7774170274170275,
796
+ "eval_f1_human": 0.75,
797
+ "eval_f1_humpback": 0.9166666666666666,
798
+ "eval_f1_jingle": 0.7272727272727273,
799
+ "eval_f1_resident": 0.7727272727272727,
800
+ "eval_f1_transient": 0.6428571428571429,
801
+ "eval_f1_vessel": 0.5714285714285714,
802
+ "eval_f1_water": 0.75,
803
+ "eval_loss": 1.025275468826294,
804
+ "eval_precision": 0.7605696386946387,
805
+ "eval_recall": 0.7375,
806
+ "eval_runtime": 24.6098,
807
+ "eval_samples_per_second": 3.251,
808
+ "eval_steps_per_second": 0.406,
809
+ "step": 680
810
+ }
811
+ ],
812
+ "logging_steps": 10,
813
+ "max_steps": 800,
814
+ "num_input_tokens_seen": 0,
815
+ "num_train_epochs": 20,
816
+ "save_steps": 500,
817
+ "stateful_callbacks": {
818
+ "TrainerControl": {
819
+ "args": {
820
+ "should_epoch_stop": false,
821
+ "should_evaluate": false,
822
+ "should_log": false,
823
+ "should_save": true,
824
+ "should_training_stop": false
825
+ },
826
+ "attributes": {}
827
+ }
828
+ },
829
+ "total_flos": 1.46776248252e+17,
830
+ "train_batch_size": 8,
831
+ "trial_name": null,
832
+ "trial_params": null
833
+ }
checkpoint-680/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9eacba371db8e703397a0ed872eaf7f526989f7fa3a293cf644b4fa8d0bead78
3
+ size 5329