File size: 5,453 Bytes
c4a8728
 
 
 
2e587b7
c4a8728
 
a4e9fba
2e587b7
 
 
 
 
 
 
3e807d3
c4a8728
 
3e807d3
2e587b7
 
 
 
 
c4a8728
 
 
 
2e587b7
c4a8728
d55e56d
 
2e587b7
17f1b9a
c4a8728
17f1b9a
 
a4e9fba
2e587b7
a4e9fba
2e587b7
a4e9fba
17f1b9a
a4e9fba
6b1f3d3
 
 
 
2e587b7
6b1f3d3
 
2e587b7
 
 
6b1f3d3
2e587b7
6b1f3d3
a4e9fba
 
b508fe4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
68437f0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1790fe9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
d711347
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12c4d80
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8e37198
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
17f1b9a
 
 
8e37198
2e587b7
8e37198
2e587b7
8e37198
17f1b9a
8e37198
17f1b9a
6b1f3d3
17f1b9a
6b1f3d3
b508fe4
17f1b9a
 
8e37198
 
 
17f1b9a
2e587b7
6b1f3d3
8e37198
 
17f1b9a
c4a8728
 
a4e9fba
c4a8728
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
{
 "screen": "G1-FS16",
 "arm": "field",
 "seeds": [
  1
 ],
 "nonce": 0,
 "steps": 6000,
 "events": 2,
 "m_records": 8,
 "d": 64,
 "layers": 3,
 "carrier": 192,
 "train_depth": 6,
 "closure": 8,
 "lam_mid": 0.0,
 "lam_cpu": 0.02,
 "lam_a": 0.02,
 "mid_warmup": 0.0,
 "curriculum": 0.0,
 "straight_through": true,
 "st_after": 0.0,
 "act_init": 4.0,
 "sampled": true,
 "eps": 0.05,
 "device": "cpu",
 "runs": [
  {
   "seed": 1,
   "oracle": {
    "worst_acc": 1.0,
    "worst_depth": -1,
    "max_mid_entropy": 0.001570447813719511,
    "pass": true
   },
   "history": [
    {
     "acc_d7": 0.0013,
     "exact_d7": 0.0,
     "acc_d8": 0.0039,
     "exact_d8": 0.0,
     "heldout_byte_acc": 0.0026041666666666665,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.097914894421896,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.0,
     "distinct_codes": 0.0,
     "code_map": "[None, None]",
     "empty_word_rate": 0.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 0,
     "loss": 2093.167724609375,
     "train_bits": 2088.73,
     "lam_mid": 0.0,
     "cur_depth": 6,
     "st": 1,
     "s_per_step": 1.5649,
     "wall_s": 1.6
    },
    {
     "acc_d7": 0.0033,
     "exact_d7": 0.0,
     "acc_d8": 0.0026,
     "exact_d8": 0.0,
     "heldout_byte_acc": 0.0029296875,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.2235999306043,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.0,
     "distinct_codes": 0.0,
     "code_map": "[None, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 500,
     "loss": 1025.944091796875,
     "train_bits": 1025.77,
     "lam_mid": 0.0,
     "cur_depth": 6,
     "st": 1,
     "s_per_step": 0.0951,
     "wall_s": 47.5
    },
    {
     "acc_d7": 0.0046,
     "exact_d7": 0.0,
     "acc_d8": 0.0072,
     "exact_d8": 0.0,
     "heldout_byte_acc": 0.005859375,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 8.812768797079721,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.0,
     "distinct_codes": 0.0,
     "code_map": "[None, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 1000,
     "loss": 1104.336181640625,
     "train_bits": 1104.3,
     "lam_mid": 0.0,
     "cur_depth": 6,
     "st": 1,
     "s_per_step": 0.1003,
     "wall_s": 100.3
    },
    {
     "acc_d7": 0.0033,
     "exact_d7": 0.0,
     "acc_d8": 0.0046,
     "exact_d8": 0.0,
     "heldout_byte_acc": 0.00390625,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 9.563717067241669,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.0,
     "distinct_codes": 0.0,
     "code_map": "[None, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 1500,
     "loss": 728.7249145507812,
     "train_bits": 728.79,
     "lam_mid": 0.0,
     "cur_depth": 6,
     "st": 1,
     "s_per_step": 0.1086,
     "wall_s": 162.8
    },
    {
     "acc_d7": 0.0072,
     "exact_d7": 0.0,
     "acc_d8": 0.0026,
     "exact_d8": 0.0,
     "heldout_byte_acc": 0.0048828125,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 9.90467651685079,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.0,
     "distinct_codes": 0.0,
     "code_map": "[None, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 2000,
     "loss": 918.9149169921875,
     "train_bits": 918.96,
     "lam_mid": 0.0,
     "cur_depth": 6,
     "st": 1,
     "s_per_step": 0.1198,
     "wall_s": 239.7
    },
    {
     "acc_d7": 0.0046,
     "exact_d7": 0.0,
     "acc_d8": 0.0052,
     "exact_d8": 0.0,
     "heldout_byte_acc": 0.0048828125,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 10.116246104240417,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.0,
     "distinct_codes": 0.0,
     "code_map": "[None, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 2500,
     "loss": 638.6556396484375,
     "train_bits": 638.73,
     "lam_mid": 0.0,
     "cur_depth": 6,
     "st": 1,
     "s_per_step": 0.1201,
     "wall_s": 300.3
    },
    {
     "acc_d7": 0.0039,
     "exact_d7": 0.0,
     "acc_d8": 0.0007,
     "exact_d8": 0.0,
     "heldout_byte_acc": 0.0022786458333333335,
     "heldout_record_exact": 0.0,
     "heldout_answer_bpb": 9.915315906206766,
     "heldout_min_exact": 0.0,
     "singleton_len1": 0.0,
     "distinct_codes": 0.0,
     "code_map": "[None, None]",
     "empty_word_rate": 1.0,
     "word_purity": 0.0,
     "word_len_match": 0.0,
     "step": 3000,
     "loss": 878.8968505859375,
     "train_bits": 878.96,
     "lam_mid": 0.0,
     "cur_depth": 6,
     "st": 1,
     "s_per_step": 0.1219,
     "wall_s": 365.7
    }
   ],
   "final": {
    "acc_d7": 0.0039,
    "exact_d7": 0.0,
    "acc_d8": 0.0007,
    "exact_d8": 0.0,
    "heldout_byte_acc": 0.0022786458333333335,
    "heldout_record_exact": 0.0,
    "heldout_answer_bpb": 9.915315906206766,
    "heldout_min_exact": 0.0,
    "singleton_len1": 0.0,
    "distinct_codes": 0.0,
    "code_map": "[None, None]",
    "empty_word_rate": 1.0,
    "word_purity": 0.0,
    "word_len_match": 0.0,
    "step": 3000,
    "loss": 878.8968505859375,
    "train_bits": 878.96,
    "lam_mid": 0.0,
    "cur_depth": 6,
    "st": 1,
    "s_per_step": 0.1219,
    "wall_s": 365.7
   }
  }
 ],
 "partial": true
}