File size: 7,395 Bytes
0cb9010
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
296
297
298
299
300
301
302
303
304
305
306
307
{
  "event": "final",
  "run": "ali_ali_s1",
  "arch": "ali",
  "objective": "ratio",
  "condition": "A",
  "step": 6000,
  "params": 22785088,
  "seed": 1,
  "per_lang": {
    "en": {
      "cpc": 0.1948514623915417,
      "cps": 26.4921875,
      "bpb": 1.867332696109257,
      "bytes_per_chunk": 4.856542077717568,
      "reads_per_chunk": 1.1294798758742068
    },
    "tr": {
      "cpc": 0.17527481632878528,
      "cps": 24.7890625,
      "bpb": 2.0125671002616863,
      "bytes_per_chunk": 5.942623972796826,
      "reads_per_chunk": 0.7217228676678946
    },
    "fi": {
      "cpc": 0.16102280580511402,
      "cps": 23.6640625,
      "bpb": 2.1882067364678637,
      "bytes_per_chunk": 6.220640231603427,
      "reads_per_chunk": 0.5617213639923115
    }
  },
  "bpb_mean": 2.0227021776129357,
  "gini_cpc": 0.04245971306612484,
  "gini_cps": 0.02515723270440251,
  "bpic": 5.9138955488376945,
  "mean_boundary_entropy": 0.0936255156993866,
  "dechunk": "ema",
  "router_noise": 0.0,
  "transitions": [
    {
      "step": 0,
      "phase": 1,
      "objective": "global",
      "router_trainable": true,
      "encoder_trainable": true,
      "frozen_router_params": 0
    },
    {
      "step": 2400,
      "phase": 2,
      "objective": "global",
      "router_trainable": true,
      "encoder_trainable": true,
      "frozen_router_params": 0
    },
    {
      "step": 4200,
      "phase": 3,
      "objective": "global",
      "router_trainable": true,
      "encoder_trainable": true,
      "frozen_router_params": 0
    }
  ],
  "probe_overhead_sec_total": 713.6341121196747,
  "probe_overhead_seq_frac": 0.4999166666666667,
  "wall_sec": 5446.173964738846,
  "inventory": {
    "size": 326656,
    "admitted": 65536,
    "staged": 261120,
    "budget_B": 65536,
    "staging_capacity": 262144,
    "collisions": 0,
    "dropped": 0,
    "type_rejected": 0,
    "config_keys": 413,
    "admitted_surface": 13378,
    "staged_surface": 51220,
    "admitted_split": 46283,
    "staged_split": 43346,
    "admitted_merge": 5514,
    "staged_merge": 126988,
    "admitted_skel": 361,
    "staged_skel": 39566,
    "mean_count": 102.24116516113281,
    "n_util_obs": 114,
    "util_count_spearman": -0.23777971284502136
  },
  "ali_params": 268096,
  "ali_config": {
    "enabled": true,
    "budget_B": 65536,
    "staging_capacity": 262144,
    "policy": "utility",
    "candidate_types": [
      "surface",
      "split",
      "merge",
      "skel"
    ],
    "gate": "vector",
    "retrieval": true,
    "memory_scope": "persistent",
    "read_dropout": 0.1,
    "write_rule": "mean",
    "eta_min": 0.0,
    "consolidate_every": 50,
    "probe_seqs": 2,
    "probe_reps": 8,
    "horizon": 32,
    "predictor": "mlp",
    "lambda_util": 0.1,
    "max_span": 64,
    "byte_classes_path": "/local/scratch/sas245/beetle-hnet/scratch/data/byte_classes.json",
    "gate_hidden": 0,
    "type_dim": 16,
    "gate_bias_init": -2.0
  },
  "util_vs_frequency_spearman": -0.23777971284502136,
  "paired_vs_dropout": {
    "n": 291,
    "pearson": 0.1078715889520648,
    "spearman": 0.10762458059206523,
    "mean_abs_discrepancy": 0.5718365907669067,
    "mean_paired": 0.052034299820661545,
    "mean_dropout": -0.04584226757287979
  },
  "predictor_calibration": {
    "n": 848,
    "all": {
      "n": 848,
      "pearson": 0.15672384196653968,
      "spearman": 0.17715319330176119,
      "mae": 0.09654978662729263,
      "reliability": [
        {
          "pred": -0.030902376398444176,
          "obs": -0.030043547973036766,
          "n": 85
        },
        {
          "pred": -0.013324351981282234,
          "obs": -0.009091428481042385,
          "n": 85
        },
        {
          "pred": -0.004848717246204615,
          "obs": 0.004309503361582756,
          "n": 85
        },
        {
          "pred": 0.0029140140395611525,
          "obs": 0.01576261594891548,
          "n": 84
        },
        {
          "pred": 0.009082884527742863,
          "obs": 0.01818804256618023,
          "n": 85
        },
        {
          "pred": 0.014386794529855251,
          "obs": 0.015027686022222042,
          "n": 85
        },
        {
          "pred": 0.02050779201090336,
          "obs": 0.006277745123952627,
          "n": 84
        },
        {
          "pred": 0.026512594893574715,
          "obs": -0.018976833671331406,
          "n": 85
        },
        {
          "pred": 0.03519366309046745,
          "obs": 0.027353225275874138,
          "n": 85
        },
        {
          "pred": 0.06194315105676651,
          "obs": 0.08882260322570801,
          "n": 85
        }
      ]
    },
    "admitted": {
      "n": 711,
      "pearson": 0.13623006222208225,
      "spearman": 0.13208505745656657,
      "mae": 0.10757148265838623,
      "reliability": [
        {
          "pred": -0.017781004309654236,
          "obs": -0.007997886277735233,
          "n": 71
        },
        {
          "pred": -0.007415991276502609,
          "obs": -0.003501171711832285,
          "n": 71
        },
        {
          "pred": 0.0004886705428361893,
          "obs": 0.013886559754610062,
          "n": 72
        },
        {
          "pred": 0.007088231388479471,
          "obs": 0.022109031677246094,
          "n": 70
        },
        {
          "pred": 0.011754041537642479,
          "obs": 0.020354347303509712,
          "n": 71
        },
        {
          "pred": 0.017182178795337677,
          "obs": 0.018862931057810783,
          "n": 72
        },
        {
          "pred": 0.022539770230650902,
          "obs": -0.00022549885034095496,
          "n": 70
        },
        {
          "pred": 0.02835940010845661,
          "obs": -0.007592884358018637,
          "n": 71
        },
        {
          "pred": 0.037672366946935654,
          "obs": 0.03289384767413139,
          "n": 71
        },
        {
          "pred": 0.06532467156648636,
          "obs": 0.10061929374933243,
          "n": 72
        }
      ]
    },
    "staged": {
      "n": 137,
      "pearson": 0.1271825726312588,
      "spearman": 0.08704052868370452,
      "mae": 0.03934963420033455,
      "reliability": [
        {
          "pred": -0.04806484654545784,
          "obs": -0.03642170503735542,
          "n": 14
        },
        {
          "pred": -0.038525331765413284,
          "obs": -0.03492997959256172,
          "n": 14
        },
        {
          "pred": -0.029449185356497765,
          "obs": -0.045022640377283096,
          "n": 13
        },
        {
          "pred": -0.023623013868927956,
          "obs": -0.046287715435028076,
          "n": 14
        },
        {
          "pred": -0.018366161733865738,
          "obs": -0.009874004870653152,
          "n": 13
        },
        {
          "pred": -0.010254918597638607,
          "obs": -0.01940336637198925,
          "n": 14
        },
        {
          "pred": -0.0011505289003252983,
          "obs": -0.014970350079238415,
          "n": 14
        },
        {
          "pred": 0.007880929857492447,
          "obs": -0.004072663374245167,
          "n": 13
        },
        {
          "pred": 0.020128149539232254,
          "obs": -0.024625714868307114,
          "n": 14
        },
        {
          "pred": 0.032693687826395035,
          "obs": -0.024533722549676895,
          "n": 14
        }
      ]
    }
  }
}