File size: 7,129 Bytes
613f492
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
{
  "config": {
    "context_tokens": 224,
    "encoder": "tinyx",
    "heads": 4,
    "layers": 2,
    "option_tokens": 96,
    "rank": 128,
    "width": 128
  },
  "format": "cua-s1",
  "format_version": 1,
  "metadata": {
    "batch_size": 128,
    "best_validation": {
      "ece": 0.041690281839692034,
      "examples": 11870,
      "nll": 0.783517822741257,
      "per_action": {
        "fill": {
          "acc": 0.6704296545914069,
          "n": 11870
        }
      },
      "top1": 0.6704296469688416
    },
    "deterministic": false,
    "epochs": 16,
    "history": [
      {
        "epoch": 1,
        "train_nll": 1.174474719076384,
        "validation": {
          "ece": 0.0141938571978244,
          "examples": 11870,
          "nll": 1.1072866476777228,
          "per_action": {
            "fill": {
              "acc": 0.5268744734625105,
              "n": 11870
            }
          },
          "top1": 0.5268744826316833
        }
      },
      {
        "epoch": 2,
        "train_nll": 1.1075601199655394,
        "validation": {
          "ece": 0.02149729657685384,
          "examples": 11870,
          "nll": 1.080620916249276,
          "per_action": {
            "fill": {
              "acc": 0.54212299915754,
              "n": 11870
            }
          },
          "top1": 0.542123019695282
        }
      },
      {
        "epoch": 3,
        "train_nll": 1.0653092105099249,
        "validation": {
          "ece": 0.015574659184494521,
          "examples": 11870,
          "nll": 1.0103731150574913,
          "per_action": {
            "fill": {
              "acc": 0.5907329401853412,
              "n": 11870
            }
          },
          "top1": 0.5907329320907593
        }
      },
      {
        "epoch": 4,
        "train_nll": 1.0212783773412915,
        "validation": {
          "ece": 0.013229539807070978,
          "examples": 11870,
          "nll": 0.9861920473248194,
          "per_action": {
            "fill": {
              "acc": 0.5930075821398484,
              "n": 11870
            }
          },
          "top1": 0.5930075645446777
        }
      },
      {
        "epoch": 5,
        "train_nll": 0.9858467176612956,
        "validation": {
          "ece": 0.03601580613758415,
          "examples": 11870,
          "nll": 0.9539508559267965,
          "per_action": {
            "fill": {
              "acc": 0.6088458298230834,
              "n": 11870
            }
          },
          "top1": 0.6088458299636841
        }
      },
      {
        "epoch": 6,
        "train_nll": 0.9540491260045052,
        "validation": {
          "ece": 0.032431015686597675,
          "examples": 11870,
          "nll": 0.9106796900966937,
          "per_action": {
            "fill": {
              "acc": 0.6215669755686605,
              "n": 11870
            }
          },
          "top1": 0.6215669512748718
        }
      },
      {
        "epoch": 7,
        "train_nll": 0.9194245081411994,
        "validation": {
          "ece": 0.012758429511450231,
          "examples": 11870,
          "nll": 0.8723590127740875,
          "per_action": {
            "fill": {
              "acc": 0.6393428812131424,
              "n": 11870
            }
          },
          "top1": 0.6393429040908813
        }
      },
      {
        "epoch": 8,
        "train_nll": 0.8887837545233993,
        "validation": {
          "ece": 0.036390268071045284,
          "examples": 11870,
          "nll": 0.8556765536249638,
          "per_action": {
            "fill": {
              "acc": 0.6401010951979781,
              "n": 11870
            }
          },
          "top1": 0.6401010751724243
        }
      },
      {
        "epoch": 9,
        "train_nll": 0.8630667833545145,
        "validation": {
          "ece": 0.011782656005379977,
          "examples": 11870,
          "nll": 0.8325905636768935,
          "per_action": {
            "fill": {
              "acc": 0.6508003369839933,
              "n": 11870
            }
          },
          "top1": 0.650800347328186
        }
      },
      {
        "epoch": 10,
        "train_nll": 0.8392637054922487,
        "validation": {
          "ece": 0.032413204593467526,
          "examples": 11870,
          "nll": 0.8172403253621179,
          "per_action": {
            "fill": {
              "acc": 0.6570345408593092,
              "n": 11870
            }
          },
          "top1": 0.6570345163345337
        }
      },
      {
        "epoch": 11,
        "train_nll": 0.8187616807132394,
        "validation": {
          "ece": 0.030475021310849115,
          "examples": 11870,
          "nll": 0.7994412477617014,
          "per_action": {
            "fill": {
              "acc": 0.6613310867733783,
              "n": 11870
            }
          },
          "top1": 0.661331057548523
        }
      },
      {
        "epoch": 12,
        "train_nll": 0.7960684135908391,
        "validation": {
          "ece": 0.0442766917985864,
          "examples": 11870,
          "nll": 0.7984751398460948,
          "per_action": {
            "fill": {
              "acc": 0.6645324347093513,
              "n": 11870
            }
          },
          "top1": 0.6645324230194092
        }
      },
      {
        "epoch": 13,
        "train_nll": 0.7780176014929382,
        "validation": {
          "ece": 0.03691002965570078,
          "examples": 11870,
          "nll": 0.7886498840897648,
          "per_action": {
            "fill": {
              "acc": 0.6652906486941871,
              "n": 11870
            }
          },
          "top1": 0.6652906537055969
        }
      },
      {
        "epoch": 14,
        "train_nll": 0.7647250097680387,
        "validation": {
          "ece": 0.038723565157852136,
          "examples": 11870,
          "nll": 0.7851139319274439,
          "per_action": {
            "fill": {
              "acc": 0.6669755686604886,
              "n": 11870
            }
          },
          "top1": 0.6669755578041077
        }
      },
      {
        "epoch": 15,
        "train_nll": 0.755377374100882,
        "validation": {
          "ece": 0.04462498346401844,
          "examples": 11870,
          "nll": 0.7835762216749569,
          "per_action": {
            "fill": {
              "acc": 0.6702611625947767,
              "n": 11870
            }
          },
          "top1": 0.6702611446380615
        }
      },
      {
        "epoch": 16,
        "train_nll": 0.7501712223465093,
        "validation": {
          "ece": 0.041690281839692034,
          "examples": 11870,
          "nll": 0.783517822741257,
          "per_action": {
            "fill": {
              "acc": 0.6704296545914069,
              "n": 11870
            }
          },
          "top1": 0.6704296469688416
        }
      }
    ],
    "learning_rate": 0.002,
    "seed": 7,
    "task": "form-specialist-choice-classification",
    "warmup": 0.05,
    "workers": 0
  },
  "state_signature": "5c067b27e1b52fabd192970f8cfecbadecbc6c55ed529a06eb95cff311590d26"
}