ThePyProgrammer
commited on
Commit
•
01f648c
1
Parent(s):
c9ae0da
Upload trainer_state.json
Browse files- trainer_state.json +961 -0
trainer_state.json
ADDED
@@ -0,0 +1,961 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7291744947433472,
|
3 |
+
"best_model_checkpoint": "models_gitignored/bert-base-uncased-finetuned-sentence-classification/checkpoint-25252",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"global_step": 75756,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.02,
|
12 |
+
"learning_rate": 1.9920798352605737e-05,
|
13 |
+
"loss": 1.2823,
|
14 |
+
"step": 500
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.04,
|
18 |
+
"learning_rate": 1.984159670521147e-05,
|
19 |
+
"loss": 1.0188,
|
20 |
+
"step": 1000
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.06,
|
24 |
+
"learning_rate": 1.9762395057817204e-05,
|
25 |
+
"loss": 0.918,
|
26 |
+
"step": 1500
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.08,
|
30 |
+
"learning_rate": 1.968319341042294e-05,
|
31 |
+
"loss": 0.8996,
|
32 |
+
"step": 2000
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.1,
|
36 |
+
"learning_rate": 1.9603991763028674e-05,
|
37 |
+
"loss": 0.8202,
|
38 |
+
"step": 2500
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.12,
|
42 |
+
"learning_rate": 1.9524790115634406e-05,
|
43 |
+
"loss": 0.8602,
|
44 |
+
"step": 3000
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.14,
|
48 |
+
"learning_rate": 1.944558846824014e-05,
|
49 |
+
"loss": 0.8396,
|
50 |
+
"step": 3500
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.16,
|
54 |
+
"learning_rate": 1.9366386820845877e-05,
|
55 |
+
"loss": 0.8208,
|
56 |
+
"step": 4000
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.18,
|
60 |
+
"learning_rate": 1.9287185173451612e-05,
|
61 |
+
"loss": 0.8678,
|
62 |
+
"step": 4500
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.2,
|
66 |
+
"learning_rate": 1.9207983526057344e-05,
|
67 |
+
"loss": 0.7868,
|
68 |
+
"step": 5000
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 0.22,
|
72 |
+
"learning_rate": 1.912878187866308e-05,
|
73 |
+
"loss": 0.8267,
|
74 |
+
"step": 5500
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 0.24,
|
78 |
+
"learning_rate": 1.904958023126881e-05,
|
79 |
+
"loss": 0.7753,
|
80 |
+
"step": 6000
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 0.26,
|
84 |
+
"learning_rate": 1.8970378583874546e-05,
|
85 |
+
"loss": 0.7755,
|
86 |
+
"step": 6500
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.28,
|
90 |
+
"learning_rate": 1.889117693648028e-05,
|
91 |
+
"loss": 0.7856,
|
92 |
+
"step": 7000
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 0.3,
|
96 |
+
"learning_rate": 1.8811975289086016e-05,
|
97 |
+
"loss": 0.8204,
|
98 |
+
"step": 7500
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 0.32,
|
102 |
+
"learning_rate": 1.8732773641691748e-05,
|
103 |
+
"loss": 0.8075,
|
104 |
+
"step": 8000
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 0.34,
|
108 |
+
"learning_rate": 1.8653571994297483e-05,
|
109 |
+
"loss": 0.7782,
|
110 |
+
"step": 8500
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 0.36,
|
114 |
+
"learning_rate": 1.8574370346903215e-05,
|
115 |
+
"loss": 0.7993,
|
116 |
+
"step": 9000
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 0.38,
|
120 |
+
"learning_rate": 1.849516869950895e-05,
|
121 |
+
"loss": 0.785,
|
122 |
+
"step": 9500
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 0.4,
|
126 |
+
"learning_rate": 1.8415967052114686e-05,
|
127 |
+
"loss": 0.7602,
|
128 |
+
"step": 10000
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.42,
|
132 |
+
"learning_rate": 1.833676540472042e-05,
|
133 |
+
"loss": 0.7536,
|
134 |
+
"step": 10500
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 0.44,
|
138 |
+
"learning_rate": 1.8257563757326153e-05,
|
139 |
+
"loss": 0.763,
|
140 |
+
"step": 11000
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 0.46,
|
144 |
+
"learning_rate": 1.8178362109931888e-05,
|
145 |
+
"loss": 0.7935,
|
146 |
+
"step": 11500
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 0.48,
|
150 |
+
"learning_rate": 1.8099160462537623e-05,
|
151 |
+
"loss": 0.7566,
|
152 |
+
"step": 12000
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 0.5,
|
156 |
+
"learning_rate": 1.8019958815143358e-05,
|
157 |
+
"loss": 0.7797,
|
158 |
+
"step": 12500
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 0.51,
|
162 |
+
"learning_rate": 1.794075716774909e-05,
|
163 |
+
"loss": 0.7548,
|
164 |
+
"step": 13000
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 0.53,
|
168 |
+
"learning_rate": 1.7861555520354825e-05,
|
169 |
+
"loss": 0.7658,
|
170 |
+
"step": 13500
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 0.55,
|
174 |
+
"learning_rate": 1.7782353872960557e-05,
|
175 |
+
"loss": 0.7945,
|
176 |
+
"step": 14000
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 0.57,
|
180 |
+
"learning_rate": 1.7703152225566292e-05,
|
181 |
+
"loss": 0.779,
|
182 |
+
"step": 14500
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 0.59,
|
186 |
+
"learning_rate": 1.7623950578172028e-05,
|
187 |
+
"loss": 0.7521,
|
188 |
+
"step": 15000
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 0.61,
|
192 |
+
"learning_rate": 1.7544748930777763e-05,
|
193 |
+
"loss": 0.745,
|
194 |
+
"step": 15500
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 0.63,
|
198 |
+
"learning_rate": 1.7465547283383495e-05,
|
199 |
+
"loss": 0.7792,
|
200 |
+
"step": 16000
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 0.65,
|
204 |
+
"learning_rate": 1.738634563598923e-05,
|
205 |
+
"loss": 0.7402,
|
206 |
+
"step": 16500
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 0.67,
|
210 |
+
"learning_rate": 1.730714398859496e-05,
|
211 |
+
"loss": 0.7552,
|
212 |
+
"step": 17000
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 0.69,
|
216 |
+
"learning_rate": 1.7227942341200697e-05,
|
217 |
+
"loss": 0.7849,
|
218 |
+
"step": 17500
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 0.71,
|
222 |
+
"learning_rate": 1.7148740693806432e-05,
|
223 |
+
"loss": 0.7717,
|
224 |
+
"step": 18000
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 0.73,
|
228 |
+
"learning_rate": 1.7069539046412167e-05,
|
229 |
+
"loss": 0.7652,
|
230 |
+
"step": 18500
|
231 |
+
},
|
232 |
+
{
|
233 |
+
"epoch": 0.75,
|
234 |
+
"learning_rate": 1.69903373990179e-05,
|
235 |
+
"loss": 0.7521,
|
236 |
+
"step": 19000
|
237 |
+
},
|
238 |
+
{
|
239 |
+
"epoch": 0.77,
|
240 |
+
"learning_rate": 1.6911135751623634e-05,
|
241 |
+
"loss": 0.7684,
|
242 |
+
"step": 19500
|
243 |
+
},
|
244 |
+
{
|
245 |
+
"epoch": 0.79,
|
246 |
+
"learning_rate": 1.683193410422937e-05,
|
247 |
+
"loss": 0.7492,
|
248 |
+
"step": 20000
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 0.81,
|
252 |
+
"learning_rate": 1.6752732456835105e-05,
|
253 |
+
"loss": 0.7718,
|
254 |
+
"step": 20500
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 0.83,
|
258 |
+
"learning_rate": 1.667353080944084e-05,
|
259 |
+
"loss": 0.7287,
|
260 |
+
"step": 21000
|
261 |
+
},
|
262 |
+
{
|
263 |
+
"epoch": 0.85,
|
264 |
+
"learning_rate": 1.6594329162046572e-05,
|
265 |
+
"loss": 0.7685,
|
266 |
+
"step": 21500
|
267 |
+
},
|
268 |
+
{
|
269 |
+
"epoch": 0.87,
|
270 |
+
"learning_rate": 1.6515127514652307e-05,
|
271 |
+
"loss": 0.7597,
|
272 |
+
"step": 22000
|
273 |
+
},
|
274 |
+
{
|
275 |
+
"epoch": 0.89,
|
276 |
+
"learning_rate": 1.643592586725804e-05,
|
277 |
+
"loss": 0.7373,
|
278 |
+
"step": 22500
|
279 |
+
},
|
280 |
+
{
|
281 |
+
"epoch": 0.91,
|
282 |
+
"learning_rate": 1.6356724219863774e-05,
|
283 |
+
"loss": 0.7615,
|
284 |
+
"step": 23000
|
285 |
+
},
|
286 |
+
{
|
287 |
+
"epoch": 0.93,
|
288 |
+
"learning_rate": 1.627752257246951e-05,
|
289 |
+
"loss": 0.7356,
|
290 |
+
"step": 23500
|
291 |
+
},
|
292 |
+
{
|
293 |
+
"epoch": 0.95,
|
294 |
+
"learning_rate": 1.6198320925075244e-05,
|
295 |
+
"loss": 0.7738,
|
296 |
+
"step": 24000
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 0.97,
|
300 |
+
"learning_rate": 1.6119119277680976e-05,
|
301 |
+
"loss": 0.7424,
|
302 |
+
"step": 24500
|
303 |
+
},
|
304 |
+
{
|
305 |
+
"epoch": 0.99,
|
306 |
+
"learning_rate": 1.603991763028671e-05,
|
307 |
+
"loss": 0.728,
|
308 |
+
"step": 25000
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"epoch": 1.0,
|
312 |
+
"eval_accuracy": 0.7828767360509818,
|
313 |
+
"eval_f1": 0.7791440516416176,
|
314 |
+
"eval_kappa": 0.7055247162851201,
|
315 |
+
"eval_loss": 0.7291744947433472,
|
316 |
+
"eval_precision": 0.7811546650503057,
|
317 |
+
"eval_recall": 0.7828767360509818,
|
318 |
+
"eval_runtime": 304.9713,
|
319 |
+
"eval_samples_per_second": 94.674,
|
320 |
+
"eval_steps_per_second": 23.671,
|
321 |
+
"step": 25252
|
322 |
+
},
|
323 |
+
{
|
324 |
+
"epoch": 1.01,
|
325 |
+
"learning_rate": 1.5960715982892447e-05,
|
326 |
+
"loss": 0.659,
|
327 |
+
"step": 25500
|
328 |
+
},
|
329 |
+
{
|
330 |
+
"epoch": 1.03,
|
331 |
+
"learning_rate": 1.5881514335498182e-05,
|
332 |
+
"loss": 0.5986,
|
333 |
+
"step": 26000
|
334 |
+
},
|
335 |
+
{
|
336 |
+
"epoch": 1.05,
|
337 |
+
"learning_rate": 1.5802312688103914e-05,
|
338 |
+
"loss": 0.6172,
|
339 |
+
"step": 26500
|
340 |
+
},
|
341 |
+
{
|
342 |
+
"epoch": 1.07,
|
343 |
+
"learning_rate": 1.572311104070965e-05,
|
344 |
+
"loss": 0.6544,
|
345 |
+
"step": 27000
|
346 |
+
},
|
347 |
+
{
|
348 |
+
"epoch": 1.09,
|
349 |
+
"learning_rate": 1.564390939331538e-05,
|
350 |
+
"loss": 0.6441,
|
351 |
+
"step": 27500
|
352 |
+
},
|
353 |
+
{
|
354 |
+
"epoch": 1.11,
|
355 |
+
"learning_rate": 1.5564707745921116e-05,
|
356 |
+
"loss": 0.604,
|
357 |
+
"step": 28000
|
358 |
+
},
|
359 |
+
{
|
360 |
+
"epoch": 1.13,
|
361 |
+
"learning_rate": 1.548550609852685e-05,
|
362 |
+
"loss": 0.5808,
|
363 |
+
"step": 28500
|
364 |
+
},
|
365 |
+
{
|
366 |
+
"epoch": 1.15,
|
367 |
+
"learning_rate": 1.5406304451132586e-05,
|
368 |
+
"loss": 0.6685,
|
369 |
+
"step": 29000
|
370 |
+
},
|
371 |
+
{
|
372 |
+
"epoch": 1.17,
|
373 |
+
"learning_rate": 1.5327102803738318e-05,
|
374 |
+
"loss": 0.6581,
|
375 |
+
"step": 29500
|
376 |
+
},
|
377 |
+
{
|
378 |
+
"epoch": 1.19,
|
379 |
+
"learning_rate": 1.5247901156344053e-05,
|
380 |
+
"loss": 0.6344,
|
381 |
+
"step": 30000
|
382 |
+
},
|
383 |
+
{
|
384 |
+
"epoch": 1.21,
|
385 |
+
"learning_rate": 1.5168699508949787e-05,
|
386 |
+
"loss": 0.6548,
|
387 |
+
"step": 30500
|
388 |
+
},
|
389 |
+
{
|
390 |
+
"epoch": 1.23,
|
391 |
+
"learning_rate": 1.5089497861555522e-05,
|
392 |
+
"loss": 0.6726,
|
393 |
+
"step": 31000
|
394 |
+
},
|
395 |
+
{
|
396 |
+
"epoch": 1.25,
|
397 |
+
"learning_rate": 1.5010296214161256e-05,
|
398 |
+
"loss": 0.6694,
|
399 |
+
"step": 31500
|
400 |
+
},
|
401 |
+
{
|
402 |
+
"epoch": 1.27,
|
403 |
+
"learning_rate": 1.4931094566766991e-05,
|
404 |
+
"loss": 0.6791,
|
405 |
+
"step": 32000
|
406 |
+
},
|
407 |
+
{
|
408 |
+
"epoch": 1.29,
|
409 |
+
"learning_rate": 1.4851892919372723e-05,
|
410 |
+
"loss": 0.6322,
|
411 |
+
"step": 32500
|
412 |
+
},
|
413 |
+
{
|
414 |
+
"epoch": 1.31,
|
415 |
+
"learning_rate": 1.4772691271978458e-05,
|
416 |
+
"loss": 0.648,
|
417 |
+
"step": 33000
|
418 |
+
},
|
419 |
+
{
|
420 |
+
"epoch": 1.33,
|
421 |
+
"learning_rate": 1.4693489624584191e-05,
|
422 |
+
"loss": 0.6643,
|
423 |
+
"step": 33500
|
424 |
+
},
|
425 |
+
{
|
426 |
+
"epoch": 1.35,
|
427 |
+
"learning_rate": 1.4614287977189927e-05,
|
428 |
+
"loss": 0.6545,
|
429 |
+
"step": 34000
|
430 |
+
},
|
431 |
+
{
|
432 |
+
"epoch": 1.37,
|
433 |
+
"learning_rate": 1.453508632979566e-05,
|
434 |
+
"loss": 0.5887,
|
435 |
+
"step": 34500
|
436 |
+
},
|
437 |
+
{
|
438 |
+
"epoch": 1.39,
|
439 |
+
"learning_rate": 1.4455884682401395e-05,
|
440 |
+
"loss": 0.6611,
|
441 |
+
"step": 35000
|
442 |
+
},
|
443 |
+
{
|
444 |
+
"epoch": 1.41,
|
445 |
+
"learning_rate": 1.4376683035007129e-05,
|
446 |
+
"loss": 0.6729,
|
447 |
+
"step": 35500
|
448 |
+
},
|
449 |
+
{
|
450 |
+
"epoch": 1.43,
|
451 |
+
"learning_rate": 1.4297481387612864e-05,
|
452 |
+
"loss": 0.631,
|
453 |
+
"step": 36000
|
454 |
+
},
|
455 |
+
{
|
456 |
+
"epoch": 1.45,
|
457 |
+
"learning_rate": 1.4218279740218596e-05,
|
458 |
+
"loss": 0.6706,
|
459 |
+
"step": 36500
|
460 |
+
},
|
461 |
+
{
|
462 |
+
"epoch": 1.47,
|
463 |
+
"learning_rate": 1.4139078092824333e-05,
|
464 |
+
"loss": 0.6433,
|
465 |
+
"step": 37000
|
466 |
+
},
|
467 |
+
{
|
468 |
+
"epoch": 1.49,
|
469 |
+
"learning_rate": 1.4059876445430065e-05,
|
470 |
+
"loss": 0.5823,
|
471 |
+
"step": 37500
|
472 |
+
},
|
473 |
+
{
|
474 |
+
"epoch": 1.5,
|
475 |
+
"learning_rate": 1.39806747980358e-05,
|
476 |
+
"loss": 0.6519,
|
477 |
+
"step": 38000
|
478 |
+
},
|
479 |
+
{
|
480 |
+
"epoch": 1.52,
|
481 |
+
"learning_rate": 1.3901473150641533e-05,
|
482 |
+
"loss": 0.644,
|
483 |
+
"step": 38500
|
484 |
+
},
|
485 |
+
{
|
486 |
+
"epoch": 1.54,
|
487 |
+
"learning_rate": 1.3822271503247269e-05,
|
488 |
+
"loss": 0.6669,
|
489 |
+
"step": 39000
|
490 |
+
},
|
491 |
+
{
|
492 |
+
"epoch": 1.56,
|
493 |
+
"learning_rate": 1.3743069855853002e-05,
|
494 |
+
"loss": 0.6936,
|
495 |
+
"step": 39500
|
496 |
+
},
|
497 |
+
{
|
498 |
+
"epoch": 1.58,
|
499 |
+
"learning_rate": 1.3663868208458737e-05,
|
500 |
+
"loss": 0.6298,
|
501 |
+
"step": 40000
|
502 |
+
},
|
503 |
+
{
|
504 |
+
"epoch": 1.6,
|
505 |
+
"learning_rate": 1.3584666561064473e-05,
|
506 |
+
"loss": 0.7215,
|
507 |
+
"step": 40500
|
508 |
+
},
|
509 |
+
{
|
510 |
+
"epoch": 1.62,
|
511 |
+
"learning_rate": 1.3505464913670206e-05,
|
512 |
+
"loss": 0.6555,
|
513 |
+
"step": 41000
|
514 |
+
},
|
515 |
+
{
|
516 |
+
"epoch": 1.64,
|
517 |
+
"learning_rate": 1.3426263266275941e-05,
|
518 |
+
"loss": 0.6789,
|
519 |
+
"step": 41500
|
520 |
+
},
|
521 |
+
{
|
522 |
+
"epoch": 1.66,
|
523 |
+
"learning_rate": 1.3347061618881673e-05,
|
524 |
+
"loss": 0.6386,
|
525 |
+
"step": 42000
|
526 |
+
},
|
527 |
+
{
|
528 |
+
"epoch": 1.68,
|
529 |
+
"learning_rate": 1.3267859971487408e-05,
|
530 |
+
"loss": 0.593,
|
531 |
+
"step": 42500
|
532 |
+
},
|
533 |
+
{
|
534 |
+
"epoch": 1.7,
|
535 |
+
"learning_rate": 1.3188658324093142e-05,
|
536 |
+
"loss": 0.6504,
|
537 |
+
"step": 43000
|
538 |
+
},
|
539 |
+
{
|
540 |
+
"epoch": 1.72,
|
541 |
+
"learning_rate": 1.3109456676698877e-05,
|
542 |
+
"loss": 0.6565,
|
543 |
+
"step": 43500
|
544 |
+
},
|
545 |
+
{
|
546 |
+
"epoch": 1.74,
|
547 |
+
"learning_rate": 1.303025502930461e-05,
|
548 |
+
"loss": 0.6541,
|
549 |
+
"step": 44000
|
550 |
+
},
|
551 |
+
{
|
552 |
+
"epoch": 1.76,
|
553 |
+
"learning_rate": 1.2951053381910346e-05,
|
554 |
+
"loss": 0.6761,
|
555 |
+
"step": 44500
|
556 |
+
},
|
557 |
+
{
|
558 |
+
"epoch": 1.78,
|
559 |
+
"learning_rate": 1.287185173451608e-05,
|
560 |
+
"loss": 0.658,
|
561 |
+
"step": 45000
|
562 |
+
},
|
563 |
+
{
|
564 |
+
"epoch": 1.8,
|
565 |
+
"learning_rate": 1.2792650087121815e-05,
|
566 |
+
"loss": 0.6487,
|
567 |
+
"step": 45500
|
568 |
+
},
|
569 |
+
{
|
570 |
+
"epoch": 1.82,
|
571 |
+
"learning_rate": 1.2713448439727546e-05,
|
572 |
+
"loss": 0.6753,
|
573 |
+
"step": 46000
|
574 |
+
},
|
575 |
+
{
|
576 |
+
"epoch": 1.84,
|
577 |
+
"learning_rate": 1.2634246792333282e-05,
|
578 |
+
"loss": 0.64,
|
579 |
+
"step": 46500
|
580 |
+
},
|
581 |
+
{
|
582 |
+
"epoch": 1.86,
|
583 |
+
"learning_rate": 1.2555045144939015e-05,
|
584 |
+
"loss": 0.6226,
|
585 |
+
"step": 47000
|
586 |
+
},
|
587 |
+
{
|
588 |
+
"epoch": 1.88,
|
589 |
+
"learning_rate": 1.247584349754475e-05,
|
590 |
+
"loss": 0.7033,
|
591 |
+
"step": 47500
|
592 |
+
},
|
593 |
+
{
|
594 |
+
"epoch": 1.9,
|
595 |
+
"learning_rate": 1.2396641850150484e-05,
|
596 |
+
"loss": 0.6832,
|
597 |
+
"step": 48000
|
598 |
+
},
|
599 |
+
{
|
600 |
+
"epoch": 1.92,
|
601 |
+
"learning_rate": 1.2317440202756219e-05,
|
602 |
+
"loss": 0.6237,
|
603 |
+
"step": 48500
|
604 |
+
},
|
605 |
+
{
|
606 |
+
"epoch": 1.94,
|
607 |
+
"learning_rate": 1.2238238555361953e-05,
|
608 |
+
"loss": 0.6542,
|
609 |
+
"step": 49000
|
610 |
+
},
|
611 |
+
{
|
612 |
+
"epoch": 1.96,
|
613 |
+
"learning_rate": 1.2159036907967688e-05,
|
614 |
+
"loss": 0.6677,
|
615 |
+
"step": 49500
|
616 |
+
},
|
617 |
+
{
|
618 |
+
"epoch": 1.98,
|
619 |
+
"learning_rate": 1.207983526057342e-05,
|
620 |
+
"loss": 0.6236,
|
621 |
+
"step": 50000
|
622 |
+
},
|
623 |
+
{
|
624 |
+
"epoch": 2.0,
|
625 |
+
"learning_rate": 1.2000633613179155e-05,
|
626 |
+
"loss": 0.6123,
|
627 |
+
"step": 50500
|
628 |
+
},
|
629 |
+
{
|
630 |
+
"epoch": 2.0,
|
631 |
+
"eval_accuracy": 0.781352820974613,
|
632 |
+
"eval_f1": 0.779187798721889,
|
633 |
+
"eval_kappa": 0.7064476335084646,
|
634 |
+
"eval_loss": 0.8750618696212769,
|
635 |
+
"eval_precision": 0.7867337948169639,
|
636 |
+
"eval_recall": 0.781352820974613,
|
637 |
+
"eval_runtime": 303.7391,
|
638 |
+
"eval_samples_per_second": 95.059,
|
639 |
+
"eval_steps_per_second": 23.767,
|
640 |
+
"step": 50504
|
641 |
+
},
|
642 |
+
{
|
643 |
+
"epoch": 2.02,
|
644 |
+
"learning_rate": 1.1921431965784888e-05,
|
645 |
+
"loss": 0.453,
|
646 |
+
"step": 51000
|
647 |
+
},
|
648 |
+
{
|
649 |
+
"epoch": 2.04,
|
650 |
+
"learning_rate": 1.1842230318390624e-05,
|
651 |
+
"loss": 0.5324,
|
652 |
+
"step": 51500
|
653 |
+
},
|
654 |
+
{
|
655 |
+
"epoch": 2.06,
|
656 |
+
"learning_rate": 1.1763028670996357e-05,
|
657 |
+
"loss": 0.4745,
|
658 |
+
"step": 52000
|
659 |
+
},
|
660 |
+
{
|
661 |
+
"epoch": 2.08,
|
662 |
+
"learning_rate": 1.1683827023602092e-05,
|
663 |
+
"loss": 0.5104,
|
664 |
+
"step": 52500
|
665 |
+
},
|
666 |
+
{
|
667 |
+
"epoch": 2.1,
|
668 |
+
"learning_rate": 1.1604625376207826e-05,
|
669 |
+
"loss": 0.5623,
|
670 |
+
"step": 53000
|
671 |
+
},
|
672 |
+
{
|
673 |
+
"epoch": 2.12,
|
674 |
+
"learning_rate": 1.1525423728813561e-05,
|
675 |
+
"loss": 0.4998,
|
676 |
+
"step": 53500
|
677 |
+
},
|
678 |
+
{
|
679 |
+
"epoch": 2.14,
|
680 |
+
"learning_rate": 1.1446222081419293e-05,
|
681 |
+
"loss": 0.5157,
|
682 |
+
"step": 54000
|
683 |
+
},
|
684 |
+
{
|
685 |
+
"epoch": 2.16,
|
686 |
+
"learning_rate": 1.136702043402503e-05,
|
687 |
+
"loss": 0.4614,
|
688 |
+
"step": 54500
|
689 |
+
},
|
690 |
+
{
|
691 |
+
"epoch": 2.18,
|
692 |
+
"learning_rate": 1.1287818786630762e-05,
|
693 |
+
"loss": 0.5011,
|
694 |
+
"step": 55000
|
695 |
+
},
|
696 |
+
{
|
697 |
+
"epoch": 2.2,
|
698 |
+
"learning_rate": 1.1208617139236497e-05,
|
699 |
+
"loss": 0.5621,
|
700 |
+
"step": 55500
|
701 |
+
},
|
702 |
+
{
|
703 |
+
"epoch": 2.22,
|
704 |
+
"learning_rate": 1.112941549184223e-05,
|
705 |
+
"loss": 0.517,
|
706 |
+
"step": 56000
|
707 |
+
},
|
708 |
+
{
|
709 |
+
"epoch": 2.24,
|
710 |
+
"learning_rate": 1.1050213844447966e-05,
|
711 |
+
"loss": 0.5152,
|
712 |
+
"step": 56500
|
713 |
+
},
|
714 |
+
{
|
715 |
+
"epoch": 2.26,
|
716 |
+
"learning_rate": 1.0971012197053699e-05,
|
717 |
+
"loss": 0.5192,
|
718 |
+
"step": 57000
|
719 |
+
},
|
720 |
+
{
|
721 |
+
"epoch": 2.28,
|
722 |
+
"learning_rate": 1.0891810549659434e-05,
|
723 |
+
"loss": 0.474,
|
724 |
+
"step": 57500
|
725 |
+
},
|
726 |
+
{
|
727 |
+
"epoch": 2.3,
|
728 |
+
"learning_rate": 1.0812608902265168e-05,
|
729 |
+
"loss": 0.5443,
|
730 |
+
"step": 58000
|
731 |
+
},
|
732 |
+
{
|
733 |
+
"epoch": 2.32,
|
734 |
+
"learning_rate": 1.0733407254870903e-05,
|
735 |
+
"loss": 0.4717,
|
736 |
+
"step": 58500
|
737 |
+
},
|
738 |
+
{
|
739 |
+
"epoch": 2.34,
|
740 |
+
"learning_rate": 1.0654205607476635e-05,
|
741 |
+
"loss": 0.5105,
|
742 |
+
"step": 59000
|
743 |
+
},
|
744 |
+
{
|
745 |
+
"epoch": 2.36,
|
746 |
+
"learning_rate": 1.057500396008237e-05,
|
747 |
+
"loss": 0.5299,
|
748 |
+
"step": 59500
|
749 |
+
},
|
750 |
+
{
|
751 |
+
"epoch": 2.38,
|
752 |
+
"learning_rate": 1.0495802312688104e-05,
|
753 |
+
"loss": 0.5105,
|
754 |
+
"step": 60000
|
755 |
+
},
|
756 |
+
{
|
757 |
+
"epoch": 2.4,
|
758 |
+
"learning_rate": 1.0416600665293839e-05,
|
759 |
+
"loss": 0.5919,
|
760 |
+
"step": 60500
|
761 |
+
},
|
762 |
+
{
|
763 |
+
"epoch": 2.42,
|
764 |
+
"learning_rate": 1.0337399017899574e-05,
|
765 |
+
"loss": 0.5423,
|
766 |
+
"step": 61000
|
767 |
+
},
|
768 |
+
{
|
769 |
+
"epoch": 2.44,
|
770 |
+
"learning_rate": 1.0258197370505308e-05,
|
771 |
+
"loss": 0.4779,
|
772 |
+
"step": 61500
|
773 |
+
},
|
774 |
+
{
|
775 |
+
"epoch": 2.46,
|
776 |
+
"learning_rate": 1.0178995723111043e-05,
|
777 |
+
"loss": 0.5086,
|
778 |
+
"step": 62000
|
779 |
+
},
|
780 |
+
{
|
781 |
+
"epoch": 2.48,
|
782 |
+
"learning_rate": 1.0099794075716776e-05,
|
783 |
+
"loss": 0.5192,
|
784 |
+
"step": 62500
|
785 |
+
},
|
786 |
+
{
|
787 |
+
"epoch": 2.49,
|
788 |
+
"learning_rate": 1.0020592428322511e-05,
|
789 |
+
"loss": 0.5096,
|
790 |
+
"step": 63000
|
791 |
+
},
|
792 |
+
{
|
793 |
+
"epoch": 2.51,
|
794 |
+
"learning_rate": 9.941390780928243e-06,
|
795 |
+
"loss": 0.5558,
|
796 |
+
"step": 63500
|
797 |
+
},
|
798 |
+
{
|
799 |
+
"epoch": 2.53,
|
800 |
+
"learning_rate": 9.862189133533979e-06,
|
801 |
+
"loss": 0.5074,
|
802 |
+
"step": 64000
|
803 |
+
},
|
804 |
+
{
|
805 |
+
"epoch": 2.55,
|
806 |
+
"learning_rate": 9.782987486139712e-06,
|
807 |
+
"loss": 0.5131,
|
808 |
+
"step": 64500
|
809 |
+
},
|
810 |
+
{
|
811 |
+
"epoch": 2.57,
|
812 |
+
"learning_rate": 9.703785838745447e-06,
|
813 |
+
"loss": 0.5521,
|
814 |
+
"step": 65000
|
815 |
+
},
|
816 |
+
{
|
817 |
+
"epoch": 2.59,
|
818 |
+
"learning_rate": 9.62458419135118e-06,
|
819 |
+
"loss": 0.4883,
|
820 |
+
"step": 65500
|
821 |
+
},
|
822 |
+
{
|
823 |
+
"epoch": 2.61,
|
824 |
+
"learning_rate": 9.545382543956914e-06,
|
825 |
+
"loss": 0.5142,
|
826 |
+
"step": 66000
|
827 |
+
},
|
828 |
+
{
|
829 |
+
"epoch": 2.63,
|
830 |
+
"learning_rate": 9.46618089656265e-06,
|
831 |
+
"loss": 0.5255,
|
832 |
+
"step": 66500
|
833 |
+
},
|
834 |
+
{
|
835 |
+
"epoch": 2.65,
|
836 |
+
"learning_rate": 9.386979249168383e-06,
|
837 |
+
"loss": 0.5168,
|
838 |
+
"step": 67000
|
839 |
+
},
|
840 |
+
{
|
841 |
+
"epoch": 2.67,
|
842 |
+
"learning_rate": 9.307777601774117e-06,
|
843 |
+
"loss": 0.5303,
|
844 |
+
"step": 67500
|
845 |
+
},
|
846 |
+
{
|
847 |
+
"epoch": 2.69,
|
848 |
+
"learning_rate": 9.228575954379852e-06,
|
849 |
+
"loss": 0.4962,
|
850 |
+
"step": 68000
|
851 |
+
},
|
852 |
+
{
|
853 |
+
"epoch": 2.71,
|
854 |
+
"learning_rate": 9.149374306985585e-06,
|
855 |
+
"loss": 0.531,
|
856 |
+
"step": 68500
|
857 |
+
},
|
858 |
+
{
|
859 |
+
"epoch": 2.73,
|
860 |
+
"learning_rate": 9.07017265959132e-06,
|
861 |
+
"loss": 0.5689,
|
862 |
+
"step": 69000
|
863 |
+
},
|
864 |
+
{
|
865 |
+
"epoch": 2.75,
|
866 |
+
"learning_rate": 8.990971012197054e-06,
|
867 |
+
"loss": 0.547,
|
868 |
+
"step": 69500
|
869 |
+
},
|
870 |
+
{
|
871 |
+
"epoch": 2.77,
|
872 |
+
"learning_rate": 8.911769364802788e-06,
|
873 |
+
"loss": 0.5206,
|
874 |
+
"step": 70000
|
875 |
+
},
|
876 |
+
{
|
877 |
+
"epoch": 2.79,
|
878 |
+
"learning_rate": 8.832567717408523e-06,
|
879 |
+
"loss": 0.5492,
|
880 |
+
"step": 70500
|
881 |
+
},
|
882 |
+
{
|
883 |
+
"epoch": 2.81,
|
884 |
+
"learning_rate": 8.753366070014258e-06,
|
885 |
+
"loss": 0.5338,
|
886 |
+
"step": 71000
|
887 |
+
},
|
888 |
+
{
|
889 |
+
"epoch": 2.83,
|
890 |
+
"learning_rate": 8.674164422619991e-06,
|
891 |
+
"loss": 0.5102,
|
892 |
+
"step": 71500
|
893 |
+
},
|
894 |
+
{
|
895 |
+
"epoch": 2.85,
|
896 |
+
"learning_rate": 8.594962775225727e-06,
|
897 |
+
"loss": 0.5333,
|
898 |
+
"step": 72000
|
899 |
+
},
|
900 |
+
{
|
901 |
+
"epoch": 2.87,
|
902 |
+
"learning_rate": 8.51576112783146e-06,
|
903 |
+
"loss": 0.4985,
|
904 |
+
"step": 72500
|
905 |
+
},
|
906 |
+
{
|
907 |
+
"epoch": 2.89,
|
908 |
+
"learning_rate": 8.436559480437194e-06,
|
909 |
+
"loss": 0.4929,
|
910 |
+
"step": 73000
|
911 |
+
},
|
912 |
+
{
|
913 |
+
"epoch": 2.91,
|
914 |
+
"learning_rate": 8.357357833042929e-06,
|
915 |
+
"loss": 0.4884,
|
916 |
+
"step": 73500
|
917 |
+
},
|
918 |
+
{
|
919 |
+
"epoch": 2.93,
|
920 |
+
"learning_rate": 8.278156185648662e-06,
|
921 |
+
"loss": 0.5154,
|
922 |
+
"step": 74000
|
923 |
+
},
|
924 |
+
{
|
925 |
+
"epoch": 2.95,
|
926 |
+
"learning_rate": 8.198954538254396e-06,
|
927 |
+
"loss": 0.5431,
|
928 |
+
"step": 74500
|
929 |
+
},
|
930 |
+
{
|
931 |
+
"epoch": 2.97,
|
932 |
+
"learning_rate": 8.119752890860131e-06,
|
933 |
+
"loss": 0.4838,
|
934 |
+
"step": 75000
|
935 |
+
},
|
936 |
+
{
|
937 |
+
"epoch": 2.99,
|
938 |
+
"learning_rate": 8.040551243465865e-06,
|
939 |
+
"loss": 0.4605,
|
940 |
+
"step": 75500
|
941 |
+
},
|
942 |
+
{
|
943 |
+
"epoch": 3.0,
|
944 |
+
"eval_accuracy": 0.7850587053648738,
|
945 |
+
"eval_f1": 0.7838888247253561,
|
946 |
+
"eval_kappa": 0.7119236186647375,
|
947 |
+
"eval_loss": 0.9557045102119446,
|
948 |
+
"eval_precision": 0.7851328181797262,
|
949 |
+
"eval_recall": 0.7850587053648738,
|
950 |
+
"eval_runtime": 304.9153,
|
951 |
+
"eval_samples_per_second": 94.692,
|
952 |
+
"eval_steps_per_second": 23.675,
|
953 |
+
"step": 75756
|
954 |
+
}
|
955 |
+
],
|
956 |
+
"max_steps": 126260,
|
957 |
+
"num_train_epochs": 5,
|
958 |
+
"total_flos": 7.766798662066938e+16,
|
959 |
+
"trial_name": null,
|
960 |
+
"trial_params": null
|
961 |
+
}
|