End of training
Browse files
all_results.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 4.5,
|
3 |
+
"eval_loss": 2.1667492389678955,
|
4 |
+
"eval_runtime": 6455.0764,
|
5 |
+
"eval_sacrebleu": 118.26401526639184,
|
6 |
+
"eval_samples_per_second": 0.526,
|
7 |
+
"eval_steps_per_second": 0.263,
|
8 |
+
"eval_wer": 686.689662169017,
|
9 |
+
"train_loss": 0.524174674898386,
|
10 |
+
"train_runtime": 70623.6184,
|
11 |
+
"train_samples_per_second": 0.906,
|
12 |
+
"train_steps_per_second": 0.028
|
13 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 4.5,
|
3 |
+
"eval_loss": 2.1667492389678955,
|
4 |
+
"eval_runtime": 6455.0764,
|
5 |
+
"eval_sacrebleu": 118.26401526639184,
|
6 |
+
"eval_samples_per_second": 0.526,
|
7 |
+
"eval_steps_per_second": 0.263,
|
8 |
+
"eval_wer": 686.689662169017
|
9 |
+
}
|
runs/Apr07_09-53-36_fasso.esat.kuleuven.be/events.out.tfevents.1680931239.fasso.esat.kuleuven.be.754703.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:57b7a54184c3f648a3365a832622dcfe80947071e8c6b0f930bb1103ad4bfa69
|
3 |
+
size 459
|
train_results.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 4.5,
|
3 |
+
"train_loss": 0.524174674898386,
|
4 |
+
"train_runtime": 70623.6184,
|
5 |
+
"train_samples_per_second": 0.906,
|
6 |
+
"train_steps_per_second": 0.028
|
7 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,905 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 118.26401526639184,
|
3 |
+
"best_model_checkpoint": "/esat/audioslave/qmeeus/exp/huggingface/outputs/la-whisper-small-covost2/checkpoint-50",
|
4 |
+
"epoch": 4.501969611705121,
|
5 |
+
"global_step": 2000,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.06,
|
12 |
+
"learning_rate": 6.900000000000001e-06,
|
13 |
+
"loss": 5.246,
|
14 |
+
"step": 25
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.11,
|
18 |
+
"learning_rate": 1.44e-05,
|
19 |
+
"loss": 2.6943,
|
20 |
+
"step": 50
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.11,
|
24 |
+
"eval_loss": 2.1667492389678955,
|
25 |
+
"eval_runtime": 6734.5431,
|
26 |
+
"eval_sacrebleu": 118.26401526639184,
|
27 |
+
"eval_samples_per_second": 0.505,
|
28 |
+
"eval_steps_per_second": 0.252,
|
29 |
+
"eval_wer": 686.689662169017,
|
30 |
+
"step": 50
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.17,
|
34 |
+
"learning_rate": 2.19e-05,
|
35 |
+
"loss": 1.9855,
|
36 |
+
"step": 75
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 0.23,
|
40 |
+
"learning_rate": 2.94e-05,
|
41 |
+
"loss": 1.5505,
|
42 |
+
"step": 100
|
43 |
+
},
|
44 |
+
{
|
45 |
+
"epoch": 0.23,
|
46 |
+
"eval_loss": 1.6016461849212646,
|
47 |
+
"eval_runtime": 7083.1054,
|
48 |
+
"eval_sacrebleu": 259.9306589539216,
|
49 |
+
"eval_samples_per_second": 0.48,
|
50 |
+
"eval_steps_per_second": 0.24,
|
51 |
+
"eval_wer": 165.6115789117717,
|
52 |
+
"step": 100
|
53 |
+
},
|
54 |
+
{
|
55 |
+
"epoch": 0.28,
|
56 |
+
"learning_rate": 2.9636842105263158e-05,
|
57 |
+
"loss": 1.5057,
|
58 |
+
"step": 125
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.34,
|
62 |
+
"learning_rate": 2.9242105263157893e-05,
|
63 |
+
"loss": 1.4093,
|
64 |
+
"step": 150
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 0.34,
|
68 |
+
"eval_loss": 1.58578622341156,
|
69 |
+
"eval_runtime": 3061.6014,
|
70 |
+
"eval_sacrebleu": 496.73346747625675,
|
71 |
+
"eval_samples_per_second": 1.11,
|
72 |
+
"eval_steps_per_second": 0.555,
|
73 |
+
"eval_wer": 197.01058469446417,
|
74 |
+
"step": 150
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 0.39,
|
78 |
+
"learning_rate": 2.8847368421052634e-05,
|
79 |
+
"loss": 1.3543,
|
80 |
+
"step": 175
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.45,
|
84 |
+
"learning_rate": 2.845263157894737e-05,
|
85 |
+
"loss": 1.3209,
|
86 |
+
"step": 200
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.45,
|
90 |
+
"eval_loss": 1.5648311376571655,
|
91 |
+
"eval_runtime": 4753.6305,
|
92 |
+
"eval_sacrebleu": 724.2490824821294,
|
93 |
+
"eval_samples_per_second": 0.715,
|
94 |
+
"eval_steps_per_second": 0.357,
|
95 |
+
"eval_wer": 121.87954414798281,
|
96 |
+
"step": 200
|
97 |
+
},
|
98 |
+
{
|
99 |
+
"epoch": 0.51,
|
100 |
+
"learning_rate": 2.8057894736842104e-05,
|
101 |
+
"loss": 1.2593,
|
102 |
+
"step": 225
|
103 |
+
},
|
104 |
+
{
|
105 |
+
"epoch": 0.56,
|
106 |
+
"learning_rate": 2.7663157894736842e-05,
|
107 |
+
"loss": 1.2941,
|
108 |
+
"step": 250
|
109 |
+
},
|
110 |
+
{
|
111 |
+
"epoch": 0.56,
|
112 |
+
"eval_loss": 1.5596481561660767,
|
113 |
+
"eval_runtime": 1255.7531,
|
114 |
+
"eval_sacrebleu": 820.1240805356855,
|
115 |
+
"eval_samples_per_second": 2.706,
|
116 |
+
"eval_steps_per_second": 1.353,
|
117 |
+
"eval_wer": 161.71587027831322,
|
118 |
+
"step": 250
|
119 |
+
},
|
120 |
+
{
|
121 |
+
"epoch": 0.62,
|
122 |
+
"learning_rate": 2.726842105263158e-05,
|
123 |
+
"loss": 1.2667,
|
124 |
+
"step": 275
|
125 |
+
},
|
126 |
+
{
|
127 |
+
"epoch": 0.68,
|
128 |
+
"learning_rate": 2.687368421052632e-05,
|
129 |
+
"loss": 1.2078,
|
130 |
+
"step": 300
|
131 |
+
},
|
132 |
+
{
|
133 |
+
"epoch": 0.68,
|
134 |
+
"eval_loss": 1.5073782205581665,
|
135 |
+
"eval_runtime": 1290.5503,
|
136 |
+
"eval_sacrebleu": 1022.0043170726522,
|
137 |
+
"eval_samples_per_second": 2.633,
|
138 |
+
"eval_steps_per_second": 1.316,
|
139 |
+
"eval_wer": 140.3875418484326,
|
140 |
+
"step": 300
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 0.73,
|
144 |
+
"learning_rate": 2.6478947368421053e-05,
|
145 |
+
"loss": 1.1966,
|
146 |
+
"step": 325
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 0.79,
|
150 |
+
"learning_rate": 2.6084210526315788e-05,
|
151 |
+
"loss": 1.1532,
|
152 |
+
"step": 350
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 0.79,
|
156 |
+
"eval_loss": 1.497180700302124,
|
157 |
+
"eval_runtime": 4184.4699,
|
158 |
+
"eval_sacrebleu": 174.83502311336932,
|
159 |
+
"eval_samples_per_second": 0.812,
|
160 |
+
"eval_steps_per_second": 0.406,
|
161 |
+
"eval_wer": 610.3716478982788,
|
162 |
+
"step": 350
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 0.84,
|
166 |
+
"learning_rate": 2.568947368421053e-05,
|
167 |
+
"loss": 1.1028,
|
168 |
+
"step": 375
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 0.9,
|
172 |
+
"learning_rate": 2.5294736842105264e-05,
|
173 |
+
"loss": 1.0167,
|
174 |
+
"step": 400
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 0.9,
|
178 |
+
"eval_loss": 1.4551299810409546,
|
179 |
+
"eval_runtime": 791.8848,
|
180 |
+
"eval_sacrebleu": 1904.0920904088528,
|
181 |
+
"eval_samples_per_second": 4.291,
|
182 |
+
"eval_steps_per_second": 2.146,
|
183 |
+
"eval_wer": 82.7635183118596,
|
184 |
+
"step": 400
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 0.96,
|
188 |
+
"learning_rate": 2.49e-05,
|
189 |
+
"loss": 1.0012,
|
190 |
+
"step": 425
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 1.01,
|
194 |
+
"learning_rate": 2.4505263157894737e-05,
|
195 |
+
"loss": 0.8842,
|
196 |
+
"step": 450
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 1.01,
|
200 |
+
"eval_loss": 1.4295964241027832,
|
201 |
+
"eval_runtime": 800.8358,
|
202 |
+
"eval_sacrebleu": 1883.6113185691272,
|
203 |
+
"eval_samples_per_second": 4.243,
|
204 |
+
"eval_steps_per_second": 2.122,
|
205 |
+
"eval_wer": 81.39055155388726,
|
206 |
+
"step": 450
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 1.07,
|
210 |
+
"learning_rate": 2.4110526315789475e-05,
|
211 |
+
"loss": 0.5407,
|
212 |
+
"step": 475
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 1.13,
|
216 |
+
"learning_rate": 2.371578947368421e-05,
|
217 |
+
"loss": 0.5619,
|
218 |
+
"step": 500
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 1.13,
|
222 |
+
"eval_loss": 1.4332941770553589,
|
223 |
+
"eval_runtime": 899.1709,
|
224 |
+
"eval_sacrebleu": 1817.9439847694805,
|
225 |
+
"eval_samples_per_second": 3.779,
|
226 |
+
"eval_steps_per_second": 1.89,
|
227 |
+
"eval_wer": 84.93118257752528,
|
228 |
+
"step": 500
|
229 |
+
},
|
230 |
+
{
|
231 |
+
"epoch": 1.18,
|
232 |
+
"learning_rate": 2.3321052631578948e-05,
|
233 |
+
"loss": 0.5429,
|
234 |
+
"step": 525
|
235 |
+
},
|
236 |
+
{
|
237 |
+
"epoch": 1.24,
|
238 |
+
"learning_rate": 2.2926315789473683e-05,
|
239 |
+
"loss": 0.5523,
|
240 |
+
"step": 550
|
241 |
+
},
|
242 |
+
{
|
243 |
+
"epoch": 1.24,
|
244 |
+
"eval_loss": 1.4236555099487305,
|
245 |
+
"eval_runtime": 1007.519,
|
246 |
+
"eval_sacrebleu": 1517.1744129968472,
|
247 |
+
"eval_samples_per_second": 3.373,
|
248 |
+
"eval_steps_per_second": 1.686,
|
249 |
+
"eval_wer": 104.09184674174021,
|
250 |
+
"step": 550
|
251 |
+
},
|
252 |
+
{
|
253 |
+
"epoch": 1.29,
|
254 |
+
"learning_rate": 2.2531578947368424e-05,
|
255 |
+
"loss": 0.5684,
|
256 |
+
"step": 575
|
257 |
+
},
|
258 |
+
{
|
259 |
+
"epoch": 1.35,
|
260 |
+
"learning_rate": 2.213684210526316e-05,
|
261 |
+
"loss": 0.4881,
|
262 |
+
"step": 600
|
263 |
+
},
|
264 |
+
{
|
265 |
+
"epoch": 1.35,
|
266 |
+
"eval_loss": 1.4413496255874634,
|
267 |
+
"eval_runtime": 983.5837,
|
268 |
+
"eval_sacrebleu": 1650.1807231081336,
|
269 |
+
"eval_samples_per_second": 3.455,
|
270 |
+
"eval_steps_per_second": 1.727,
|
271 |
+
"eval_wer": 97.20672280274594,
|
272 |
+
"step": 600
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 1.41,
|
276 |
+
"learning_rate": 2.1742105263157894e-05,
|
277 |
+
"loss": 0.5024,
|
278 |
+
"step": 625
|
279 |
+
},
|
280 |
+
{
|
281 |
+
"epoch": 1.46,
|
282 |
+
"learning_rate": 2.1347368421052632e-05,
|
283 |
+
"loss": 0.471,
|
284 |
+
"step": 650
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 1.46,
|
288 |
+
"eval_loss": 1.3961360454559326,
|
289 |
+
"eval_runtime": 818.7087,
|
290 |
+
"eval_sacrebleu": 1885.001364213634,
|
291 |
+
"eval_samples_per_second": 4.15,
|
292 |
+
"eval_steps_per_second": 2.075,
|
293 |
+
"eval_wer": 82.26640965811099,
|
294 |
+
"step": 650
|
295 |
+
},
|
296 |
+
{
|
297 |
+
"epoch": 1.52,
|
298 |
+
"learning_rate": 2.095263157894737e-05,
|
299 |
+
"loss": 0.4683,
|
300 |
+
"step": 675
|
301 |
+
},
|
302 |
+
{
|
303 |
+
"epoch": 1.58,
|
304 |
+
"learning_rate": 2.0557894736842105e-05,
|
305 |
+
"loss": 0.4412,
|
306 |
+
"step": 700
|
307 |
+
},
|
308 |
+
{
|
309 |
+
"epoch": 1.58,
|
310 |
+
"eval_loss": 1.3986111879348755,
|
311 |
+
"eval_runtime": 764.1712,
|
312 |
+
"eval_sacrebleu": 2145.9785743484185,
|
313 |
+
"eval_samples_per_second": 4.447,
|
314 |
+
"eval_steps_per_second": 2.223,
|
315 |
+
"eval_wer": 72.04693787832674,
|
316 |
+
"step": 700
|
317 |
+
},
|
318 |
+
{
|
319 |
+
"epoch": 1.63,
|
320 |
+
"learning_rate": 2.0163157894736843e-05,
|
321 |
+
"loss": 0.4794,
|
322 |
+
"step": 725
|
323 |
+
},
|
324 |
+
{
|
325 |
+
"epoch": 1.69,
|
326 |
+
"learning_rate": 1.9768421052631577e-05,
|
327 |
+
"loss": 0.4625,
|
328 |
+
"step": 750
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 1.69,
|
332 |
+
"eval_loss": 1.3885091543197632,
|
333 |
+
"eval_runtime": 843.5439,
|
334 |
+
"eval_sacrebleu": 1837.7812162939947,
|
335 |
+
"eval_samples_per_second": 4.028,
|
336 |
+
"eval_steps_per_second": 2.014,
|
337 |
+
"eval_wer": 87.4471610699672,
|
338 |
+
"step": 750
|
339 |
+
},
|
340 |
+
{
|
341 |
+
"epoch": 1.74,
|
342 |
+
"learning_rate": 1.937368421052632e-05,
|
343 |
+
"loss": 0.4706,
|
344 |
+
"step": 775
|
345 |
+
},
|
346 |
+
{
|
347 |
+
"epoch": 1.8,
|
348 |
+
"learning_rate": 1.8978947368421054e-05,
|
349 |
+
"loss": 0.4195,
|
350 |
+
"step": 800
|
351 |
+
},
|
352 |
+
{
|
353 |
+
"epoch": 1.8,
|
354 |
+
"eval_loss": 1.4094804525375366,
|
355 |
+
"eval_runtime": 811.6593,
|
356 |
+
"eval_sacrebleu": 1909.2654907091217,
|
357 |
+
"eval_samples_per_second": 4.186,
|
358 |
+
"eval_steps_per_second": 2.093,
|
359 |
+
"eval_wer": 78.69196171925196,
|
360 |
+
"step": 800
|
361 |
+
},
|
362 |
+
{
|
363 |
+
"epoch": 1.86,
|
364 |
+
"learning_rate": 1.858421052631579e-05,
|
365 |
+
"loss": 0.4444,
|
366 |
+
"step": 825
|
367 |
+
},
|
368 |
+
{
|
369 |
+
"epoch": 1.91,
|
370 |
+
"learning_rate": 1.8189473684210527e-05,
|
371 |
+
"loss": 0.4532,
|
372 |
+
"step": 850
|
373 |
+
},
|
374 |
+
{
|
375 |
+
"epoch": 1.91,
|
376 |
+
"eval_loss": 1.3891242742538452,
|
377 |
+
"eval_runtime": 809.0214,
|
378 |
+
"eval_sacrebleu": 1925.2237669771318,
|
379 |
+
"eval_samples_per_second": 4.2,
|
380 |
+
"eval_steps_per_second": 2.1,
|
381 |
+
"eval_wer": 82.01616448547564,
|
382 |
+
"step": 850
|
383 |
+
},
|
384 |
+
{
|
385 |
+
"epoch": 1.97,
|
386 |
+
"learning_rate": 1.7794736842105265e-05,
|
387 |
+
"loss": 0.4294,
|
388 |
+
"step": 875
|
389 |
+
},
|
390 |
+
{
|
391 |
+
"epoch": 2.03,
|
392 |
+
"learning_rate": 1.74e-05,
|
393 |
+
"loss": 0.3201,
|
394 |
+
"step": 900
|
395 |
+
},
|
396 |
+
{
|
397 |
+
"epoch": 2.03,
|
398 |
+
"eval_loss": 1.4414749145507812,
|
399 |
+
"eval_runtime": 822.9952,
|
400 |
+
"eval_sacrebleu": 1919.20196297517,
|
401 |
+
"eval_samples_per_second": 4.129,
|
402 |
+
"eval_steps_per_second": 2.064,
|
403 |
+
"eval_wer": 80.44367792769943,
|
404 |
+
"step": 900
|
405 |
+
},
|
406 |
+
{
|
407 |
+
"epoch": 2.08,
|
408 |
+
"learning_rate": 1.7005263157894738e-05,
|
409 |
+
"loss": 0.1981,
|
410 |
+
"step": 925
|
411 |
+
},
|
412 |
+
{
|
413 |
+
"epoch": 2.14,
|
414 |
+
"learning_rate": 1.6610526315789472e-05,
|
415 |
+
"loss": 0.1955,
|
416 |
+
"step": 950
|
417 |
+
},
|
418 |
+
{
|
419 |
+
"epoch": 2.14,
|
420 |
+
"eval_loss": 1.4410473108291626,
|
421 |
+
"eval_runtime": 941.3392,
|
422 |
+
"eval_sacrebleu": 1540.5045548236765,
|
423 |
+
"eval_samples_per_second": 3.61,
|
424 |
+
"eval_steps_per_second": 1.805,
|
425 |
+
"eval_wer": 101.01450745662981,
|
426 |
+
"step": 950
|
427 |
+
},
|
428 |
+
{
|
429 |
+
"epoch": 2.19,
|
430 |
+
"learning_rate": 1.621578947368421e-05,
|
431 |
+
"loss": 0.191,
|
432 |
+
"step": 975
|
433 |
+
},
|
434 |
+
{
|
435 |
+
"epoch": 2.25,
|
436 |
+
"learning_rate": 1.582105263157895e-05,
|
437 |
+
"loss": 0.2111,
|
438 |
+
"step": 1000
|
439 |
+
},
|
440 |
+
{
|
441 |
+
"epoch": 2.25,
|
442 |
+
"eval_loss": 1.434527039527893,
|
443 |
+
"eval_runtime": 854.9114,
|
444 |
+
"eval_sacrebleu": 1735.9647924357162,
|
445 |
+
"eval_samples_per_second": 3.975,
|
446 |
+
"eval_steps_per_second": 1.987,
|
447 |
+
"eval_wer": 90.92692164620743,
|
448 |
+
"step": 1000
|
449 |
+
},
|
450 |
+
{
|
451 |
+
"epoch": 2.31,
|
452 |
+
"learning_rate": 1.5426315789473683e-05,
|
453 |
+
"loss": 0.2043,
|
454 |
+
"step": 1025
|
455 |
+
},
|
456 |
+
{
|
457 |
+
"epoch": 2.36,
|
458 |
+
"learning_rate": 1.5031578947368423e-05,
|
459 |
+
"loss": 0.1981,
|
460 |
+
"step": 1050
|
461 |
+
},
|
462 |
+
{
|
463 |
+
"epoch": 2.36,
|
464 |
+
"eval_loss": 1.4597235918045044,
|
465 |
+
"eval_runtime": 878.1026,
|
466 |
+
"eval_sacrebleu": 1730.324971075036,
|
467 |
+
"eval_samples_per_second": 3.87,
|
468 |
+
"eval_steps_per_second": 1.935,
|
469 |
+
"eval_wer": 91.53562612018533,
|
470 |
+
"step": 1050
|
471 |
+
},
|
472 |
+
{
|
473 |
+
"epoch": 2.42,
|
474 |
+
"learning_rate": 1.4636842105263158e-05,
|
475 |
+
"loss": 0.1862,
|
476 |
+
"step": 1075
|
477 |
+
},
|
478 |
+
{
|
479 |
+
"epoch": 2.48,
|
480 |
+
"learning_rate": 1.4242105263157896e-05,
|
481 |
+
"loss": 0.2052,
|
482 |
+
"step": 1100
|
483 |
+
},
|
484 |
+
{
|
485 |
+
"epoch": 2.48,
|
486 |
+
"eval_loss": 1.443906307220459,
|
487 |
+
"eval_runtime": 758.1394,
|
488 |
+
"eval_sacrebleu": 2143.363030526311,
|
489 |
+
"eval_samples_per_second": 4.482,
|
490 |
+
"eval_steps_per_second": 2.241,
|
491 |
+
"eval_wer": 72.49332115924385,
|
492 |
+
"step": 1100
|
493 |
+
},
|
494 |
+
{
|
495 |
+
"epoch": 2.53,
|
496 |
+
"learning_rate": 1.384736842105263e-05,
|
497 |
+
"loss": 0.2018,
|
498 |
+
"step": 1125
|
499 |
+
},
|
500 |
+
{
|
501 |
+
"epoch": 2.59,
|
502 |
+
"learning_rate": 1.3452631578947369e-05,
|
503 |
+
"loss": 0.1886,
|
504 |
+
"step": 1150
|
505 |
+
},
|
506 |
+
{
|
507 |
+
"epoch": 2.59,
|
508 |
+
"eval_loss": 1.4702341556549072,
|
509 |
+
"eval_runtime": 802.8723,
|
510 |
+
"eval_sacrebleu": 1965.5005446719592,
|
511 |
+
"eval_samples_per_second": 4.232,
|
512 |
+
"eval_steps_per_second": 2.116,
|
513 |
+
"eval_wer": 77.75185147610834,
|
514 |
+
"step": 1150
|
515 |
+
},
|
516 |
+
{
|
517 |
+
"epoch": 2.64,
|
518 |
+
"learning_rate": 1.3057894736842105e-05,
|
519 |
+
"loss": 0.1874,
|
520 |
+
"step": 1175
|
521 |
+
},
|
522 |
+
{
|
523 |
+
"epoch": 2.7,
|
524 |
+
"learning_rate": 1.2663157894736843e-05,
|
525 |
+
"loss": 0.1918,
|
526 |
+
"step": 1200
|
527 |
+
},
|
528 |
+
{
|
529 |
+
"epoch": 2.7,
|
530 |
+
"eval_loss": 1.4518498182296753,
|
531 |
+
"eval_runtime": 782.9672,
|
532 |
+
"eval_sacrebleu": 2057.451707817952,
|
533 |
+
"eval_samples_per_second": 4.34,
|
534 |
+
"eval_steps_per_second": 2.17,
|
535 |
+
"eval_wer": 75.49288153934597,
|
536 |
+
"step": 1200
|
537 |
+
},
|
538 |
+
{
|
539 |
+
"epoch": 2.76,
|
540 |
+
"learning_rate": 1.2268421052631578e-05,
|
541 |
+
"loss": 0.1819,
|
542 |
+
"step": 1225
|
543 |
+
},
|
544 |
+
{
|
545 |
+
"epoch": 2.81,
|
546 |
+
"learning_rate": 1.1873684210526316e-05,
|
547 |
+
"loss": 0.1755,
|
548 |
+
"step": 1250
|
549 |
+
},
|
550 |
+
{
|
551 |
+
"epoch": 2.81,
|
552 |
+
"eval_loss": 1.4787976741790771,
|
553 |
+
"eval_runtime": 797.1285,
|
554 |
+
"eval_sacrebleu": 1954.2236766241735,
|
555 |
+
"eval_samples_per_second": 4.263,
|
556 |
+
"eval_steps_per_second": 2.131,
|
557 |
+
"eval_wer": 78.29968550268845,
|
558 |
+
"step": 1250
|
559 |
+
},
|
560 |
+
{
|
561 |
+
"epoch": 2.87,
|
562 |
+
"learning_rate": 1.1478947368421053e-05,
|
563 |
+
"loss": 0.172,
|
564 |
+
"step": 1275
|
565 |
+
},
|
566 |
+
{
|
567 |
+
"epoch": 2.93,
|
568 |
+
"learning_rate": 1.108421052631579e-05,
|
569 |
+
"loss": 0.1769,
|
570 |
+
"step": 1300
|
571 |
+
},
|
572 |
+
{
|
573 |
+
"epoch": 2.93,
|
574 |
+
"eval_loss": 1.4588199853897095,
|
575 |
+
"eval_runtime": 886.5481,
|
576 |
+
"eval_sacrebleu": 1774.1463556159297,
|
577 |
+
"eval_samples_per_second": 3.833,
|
578 |
+
"eval_steps_per_second": 1.916,
|
579 |
+
"eval_wer": 91.92790233674884,
|
580 |
+
"step": 1300
|
581 |
+
},
|
582 |
+
{
|
583 |
+
"epoch": 2.98,
|
584 |
+
"learning_rate": 1.0689473684210526e-05,
|
585 |
+
"loss": 0.1893,
|
586 |
+
"step": 1325
|
587 |
+
},
|
588 |
+
{
|
589 |
+
"epoch": 3.04,
|
590 |
+
"learning_rate": 1.0294736842105264e-05,
|
591 |
+
"loss": 0.1104,
|
592 |
+
"step": 1350
|
593 |
+
},
|
594 |
+
{
|
595 |
+
"epoch": 3.04,
|
596 |
+
"eval_loss": 1.5280550718307495,
|
597 |
+
"eval_runtime": 860.6622,
|
598 |
+
"eval_sacrebleu": 1838.1998881180943,
|
599 |
+
"eval_samples_per_second": 3.948,
|
600 |
+
"eval_steps_per_second": 1.974,
|
601 |
+
"eval_wer": 84.73166277772141,
|
602 |
+
"step": 1350
|
603 |
+
},
|
604 |
+
{
|
605 |
+
"epoch": 3.1,
|
606 |
+
"learning_rate": 9.9e-06,
|
607 |
+
"loss": 0.069,
|
608 |
+
"step": 1375
|
609 |
+
},
|
610 |
+
{
|
611 |
+
"epoch": 3.15,
|
612 |
+
"learning_rate": 9.505263157894737e-06,
|
613 |
+
"loss": 0.0718,
|
614 |
+
"step": 1400
|
615 |
+
},
|
616 |
+
{
|
617 |
+
"epoch": 3.15,
|
618 |
+
"eval_loss": 1.5133227109909058,
|
619 |
+
"eval_runtime": 790.7595,
|
620 |
+
"eval_sacrebleu": 2058.095479486138,
|
621 |
+
"eval_samples_per_second": 4.297,
|
622 |
+
"eval_steps_per_second": 2.149,
|
623 |
+
"eval_wer": 76.03057049135978,
|
624 |
+
"step": 1400
|
625 |
+
},
|
626 |
+
{
|
627 |
+
"epoch": 3.21,
|
628 |
+
"learning_rate": 9.110526315789473e-06,
|
629 |
+
"loss": 0.0735,
|
630 |
+
"step": 1425
|
631 |
+
},
|
632 |
+
{
|
633 |
+
"epoch": 3.26,
|
634 |
+
"learning_rate": 8.715789473684211e-06,
|
635 |
+
"loss": 0.0855,
|
636 |
+
"step": 1450
|
637 |
+
},
|
638 |
+
{
|
639 |
+
"epoch": 3.26,
|
640 |
+
"eval_loss": 1.527108907699585,
|
641 |
+
"eval_runtime": 856.1919,
|
642 |
+
"eval_sacrebleu": 1720.107239864863,
|
643 |
+
"eval_samples_per_second": 3.969,
|
644 |
+
"eval_steps_per_second": 1.984,
|
645 |
+
"eval_wer": 89.13462513949477,
|
646 |
+
"step": 1450
|
647 |
+
},
|
648 |
+
{
|
649 |
+
"epoch": 3.32,
|
650 |
+
"learning_rate": 8.321052631578947e-06,
|
651 |
+
"loss": 0.0705,
|
652 |
+
"step": 1475
|
653 |
+
},
|
654 |
+
{
|
655 |
+
"epoch": 3.38,
|
656 |
+
"learning_rate": 7.926315789473684e-06,
|
657 |
+
"loss": 0.0717,
|
658 |
+
"step": 1500
|
659 |
+
},
|
660 |
+
{
|
661 |
+
"epoch": 3.38,
|
662 |
+
"eval_loss": 1.5289273262023926,
|
663 |
+
"eval_runtime": 783.842,
|
664 |
+
"eval_sacrebleu": 2007.516276406263,
|
665 |
+
"eval_samples_per_second": 4.335,
|
666 |
+
"eval_steps_per_second": 2.168,
|
667 |
+
"eval_wer": 75.9291197456968,
|
668 |
+
"step": 1500
|
669 |
+
},
|
670 |
+
{
|
671 |
+
"epoch": 3.43,
|
672 |
+
"learning_rate": 7.531578947368421e-06,
|
673 |
+
"loss": 0.0728,
|
674 |
+
"step": 1525
|
675 |
+
},
|
676 |
+
{
|
677 |
+
"epoch": 3.49,
|
678 |
+
"learning_rate": 7.1368421052631585e-06,
|
679 |
+
"loss": 0.0707,
|
680 |
+
"step": 1550
|
681 |
+
},
|
682 |
+
{
|
683 |
+
"epoch": 3.49,
|
684 |
+
"eval_loss": 1.5366449356079102,
|
685 |
+
"eval_runtime": 778.1169,
|
686 |
+
"eval_sacrebleu": 2149.64780863619,
|
687 |
+
"eval_samples_per_second": 4.367,
|
688 |
+
"eval_steps_per_second": 2.183,
|
689 |
+
"eval_wer": 71.95225051570796,
|
690 |
+
"step": 1550
|
691 |
+
},
|
692 |
+
{
|
693 |
+
"epoch": 3.55,
|
694 |
+
"learning_rate": 6.742105263157895e-06,
|
695 |
+
"loss": 0.0715,
|
696 |
+
"step": 1575
|
697 |
+
},
|
698 |
+
{
|
699 |
+
"epoch": 3.6,
|
700 |
+
"learning_rate": 6.347368421052632e-06,
|
701 |
+
"loss": 0.0704,
|
702 |
+
"step": 1600
|
703 |
+
},
|
704 |
+
{
|
705 |
+
"epoch": 3.6,
|
706 |
+
"eval_loss": 1.5355422496795654,
|
707 |
+
"eval_runtime": 742.6818,
|
708 |
+
"eval_sacrebleu": 2179.5147468855334,
|
709 |
+
"eval_samples_per_second": 4.575,
|
710 |
+
"eval_steps_per_second": 2.288,
|
711 |
+
"eval_wer": 69.87589192113896,
|
712 |
+
"step": 1600
|
713 |
+
},
|
714 |
+
{
|
715 |
+
"epoch": 3.66,
|
716 |
+
"learning_rate": 5.952631578947369e-06,
|
717 |
+
"loss": 0.0667,
|
718 |
+
"step": 1625
|
719 |
+
},
|
720 |
+
{
|
721 |
+
"epoch": 3.71,
|
722 |
+
"learning_rate": 5.557894736842106e-06,
|
723 |
+
"loss": 0.0676,
|
724 |
+
"step": 1650
|
725 |
+
},
|
726 |
+
{
|
727 |
+
"epoch": 3.71,
|
728 |
+
"eval_loss": 1.5392969846725464,
|
729 |
+
"eval_runtime": 767.4869,
|
730 |
+
"eval_sacrebleu": 2086.2196870181765,
|
731 |
+
"eval_samples_per_second": 4.427,
|
732 |
+
"eval_steps_per_second": 2.214,
|
733 |
+
"eval_wer": 73.24743836867201,
|
734 |
+
"step": 1650
|
735 |
+
},
|
736 |
+
{
|
737 |
+
"epoch": 3.77,
|
738 |
+
"learning_rate": 5.163157894736842e-06,
|
739 |
+
"loss": 0.0725,
|
740 |
+
"step": 1675
|
741 |
+
},
|
742 |
+
{
|
743 |
+
"epoch": 3.83,
|
744 |
+
"learning_rate": 4.76842105263158e-06,
|
745 |
+
"loss": 0.0748,
|
746 |
+
"step": 1700
|
747 |
+
},
|
748 |
+
{
|
749 |
+
"epoch": 3.83,
|
750 |
+
"eval_loss": 1.5397995710372925,
|
751 |
+
"eval_runtime": 800.0285,
|
752 |
+
"eval_sacrebleu": 1879.1609534484007,
|
753 |
+
"eval_samples_per_second": 4.247,
|
754 |
+
"eval_steps_per_second": 2.124,
|
755 |
+
"eval_wer": 80.72774001555578,
|
756 |
+
"step": 1700
|
757 |
+
},
|
758 |
+
{
|
759 |
+
"epoch": 3.88,
|
760 |
+
"learning_rate": 4.373684210526316e-06,
|
761 |
+
"loss": 0.0761,
|
762 |
+
"step": 1725
|
763 |
+
},
|
764 |
+
{
|
765 |
+
"epoch": 3.94,
|
766 |
+
"learning_rate": 3.978947368421053e-06,
|
767 |
+
"loss": 0.0695,
|
768 |
+
"step": 1750
|
769 |
+
},
|
770 |
+
{
|
771 |
+
"epoch": 3.94,
|
772 |
+
"eval_loss": 1.5350741147994995,
|
773 |
+
"eval_runtime": 802.9873,
|
774 |
+
"eval_sacrebleu": 2001.847643597036,
|
775 |
+
"eval_samples_per_second": 4.232,
|
776 |
+
"eval_steps_per_second": 2.116,
|
777 |
+
"eval_wer": 78.83061107165804,
|
778 |
+
"step": 1750
|
779 |
+
},
|
780 |
+
{
|
781 |
+
"epoch": 4.0,
|
782 |
+
"learning_rate": 3.5842105263157898e-06,
|
783 |
+
"loss": 0.0718,
|
784 |
+
"step": 1775
|
785 |
+
},
|
786 |
+
{
|
787 |
+
"epoch": 4.05,
|
788 |
+
"learning_rate": 3.1894736842105266e-06,
|
789 |
+
"loss": 0.033,
|
790 |
+
"step": 1800
|
791 |
+
},
|
792 |
+
{
|
793 |
+
"epoch": 4.05,
|
794 |
+
"eval_loss": 1.5806833505630493,
|
795 |
+
"eval_runtime": 818.7159,
|
796 |
+
"eval_sacrebleu": 1892.0435299189799,
|
797 |
+
"eval_samples_per_second": 4.15,
|
798 |
+
"eval_steps_per_second": 2.075,
|
799 |
+
"eval_wer": 82.26302796658888,
|
800 |
+
"step": 1800
|
801 |
+
},
|
802 |
+
{
|
803 |
+
"epoch": 4.11,
|
804 |
+
"learning_rate": 2.7947368421052635e-06,
|
805 |
+
"loss": 0.0297,
|
806 |
+
"step": 1825
|
807 |
+
},
|
808 |
+
{
|
809 |
+
"epoch": 4.16,
|
810 |
+
"learning_rate": 2.4000000000000003e-06,
|
811 |
+
"loss": 0.0317,
|
812 |
+
"step": 1850
|
813 |
+
},
|
814 |
+
{
|
815 |
+
"epoch": 4.16,
|
816 |
+
"eval_loss": 1.5843309164047241,
|
817 |
+
"eval_runtime": 799.3661,
|
818 |
+
"eval_sacrebleu": 1967.1172131517576,
|
819 |
+
"eval_samples_per_second": 4.251,
|
820 |
+
"eval_steps_per_second": 2.125,
|
821 |
+
"eval_wer": 78.77650400730445,
|
822 |
+
"step": 1850
|
823 |
+
},
|
824 |
+
{
|
825 |
+
"epoch": 4.22,
|
826 |
+
"learning_rate": 2.005263157894737e-06,
|
827 |
+
"loss": 0.0306,
|
828 |
+
"step": 1875
|
829 |
+
},
|
830 |
+
{
|
831 |
+
"epoch": 4.28,
|
832 |
+
"learning_rate": 1.6105263157894738e-06,
|
833 |
+
"loss": 0.0302,
|
834 |
+
"step": 1900
|
835 |
+
},
|
836 |
+
{
|
837 |
+
"epoch": 4.28,
|
838 |
+
"eval_loss": 1.5848406553268433,
|
839 |
+
"eval_runtime": 792.2648,
|
840 |
+
"eval_sacrebleu": 1969.6752766606157,
|
841 |
+
"eval_samples_per_second": 4.289,
|
842 |
+
"eval_steps_per_second": 2.144,
|
843 |
+
"eval_wer": 79.12481823408069,
|
844 |
+
"step": 1900
|
845 |
+
},
|
846 |
+
{
|
847 |
+
"epoch": 4.33,
|
848 |
+
"learning_rate": 1.2157894736842105e-06,
|
849 |
+
"loss": 0.027,
|
850 |
+
"step": 1925
|
851 |
+
},
|
852 |
+
{
|
853 |
+
"epoch": 4.39,
|
854 |
+
"learning_rate": 8.210526315789474e-07,
|
855 |
+
"loss": 0.0337,
|
856 |
+
"step": 1950
|
857 |
+
},
|
858 |
+
{
|
859 |
+
"epoch": 4.39,
|
860 |
+
"eval_loss": 1.5807627439498901,
|
861 |
+
"eval_runtime": 771.2125,
|
862 |
+
"eval_sacrebleu": 2062.9545573784067,
|
863 |
+
"eval_samples_per_second": 4.406,
|
864 |
+
"eval_steps_per_second": 2.203,
|
865 |
+
"eval_wer": 74.15373169659463,
|
866 |
+
"step": 1950
|
867 |
+
},
|
868 |
+
{
|
869 |
+
"epoch": 4.45,
|
870 |
+
"learning_rate": 4.263157894736842e-07,
|
871 |
+
"loss": 0.0308,
|
872 |
+
"step": 1975
|
873 |
+
},
|
874 |
+
{
|
875 |
+
"epoch": 4.5,
|
876 |
+
"learning_rate": 3.157894736842105e-08,
|
877 |
+
"loss": 0.0306,
|
878 |
+
"step": 2000
|
879 |
+
},
|
880 |
+
{
|
881 |
+
"epoch": 4.5,
|
882 |
+
"eval_loss": 1.5844563245773315,
|
883 |
+
"eval_runtime": 771.453,
|
884 |
+
"eval_sacrebleu": 2090.6715503549444,
|
885 |
+
"eval_samples_per_second": 4.405,
|
886 |
+
"eval_steps_per_second": 2.202,
|
887 |
+
"eval_wer": 73.00057488755876,
|
888 |
+
"step": 2000
|
889 |
+
},
|
890 |
+
{
|
891 |
+
"epoch": 4.5,
|
892 |
+
"step": 2000,
|
893 |
+
"total_flos": 1.846946562048e+19,
|
894 |
+
"train_loss": 0.524174674898386,
|
895 |
+
"train_runtime": 70623.6184,
|
896 |
+
"train_samples_per_second": 0.906,
|
897 |
+
"train_steps_per_second": 0.028
|
898 |
+
}
|
899 |
+
],
|
900 |
+
"max_steps": 2000,
|
901 |
+
"num_train_epochs": 5,
|
902 |
+
"total_flos": 1.846946562048e+19,
|
903 |
+
"trial_name": null,
|
904 |
+
"trial_params": null
|
905 |
+
}
|