File size: 7,417 Bytes
b7d67a2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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_s2",
  "arch": "ali",
  "objective": "ratio",
  "condition": "A",
  "step": 6000,
  "params": 22785088,
  "seed": 2,
  "per_lang": {
    "en": {
      "cpc": 0.198931218755387,
      "cps": 27.046875,
      "bpb": 1.8996927689640364,
      "bytes_per_chunk": 5.033825237871208,
      "reads_per_chunk": 1.2592244102426238
    },
    "tr": {
      "cpc": 0.21278241175495774,
      "cps": 30.09375,
      "bpb": 2.000258989870039,
      "bytes_per_chunk": 5.287986525058751,
      "reads_per_chunk": 1.1604385407526199
    },
    "fi": {
      "cpc": 0.2420923927489235,
      "cps": 35.578125,
      "bpb": 2.1298347928691213,
      "bytes_per_chunk": 4.516648144797939,
      "reads_per_chunk": 1.0113801807389795
    }
  },
  "bpb_mean": 2.009928850567732,
  "gini_cpc": 0.04401017269961849,
  "gini_cps": 0.061341422312099825,
  "bpic": 4.780249410178632,
  "mean_boundary_entropy": 0.1135382205247879,
  "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": 472.7523412704468,
  "probe_overhead_seq_frac": 0.49990625,
  "wall_sec": 4825.126570940018,
  "inventory": {
    "size": 327666,
    "admitted": 65536,
    "staged": 262130,
    "budget_B": 65536,
    "staging_capacity": 262144,
    "collisions": 0,
    "dropped": 0,
    "type_rejected": 0,
    "config_keys": 1115,
    "admitted_surface": 25955,
    "staged_surface": 58566,
    "admitted_split": 5226,
    "staged_split": 43400,
    "admitted_merge": 1953,
    "staged_merge": 113391,
    "admitted_skel": 32402,
    "staged_skel": 46773,
    "mean_count": 354.78802490234375,
    "n_util_obs": 400,
    "util_count_spearman": -0.09193389570565129
  },
  "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": -0.09193389570565129,
  "paired_vs_dropout": {
    "n": 786,
    "pearson": 0.024077608116929692,
    "spearman": 0.015192791635274499,
    "mean_abs_discrepancy": 0.45565709471702576,
    "mean_paired": 0.008434545248746872,
    "mean_dropout": 0.015219463035464287
  },
  "predictor_calibration": {
    "n": 1760,
    "all": {
      "n": 1760,
      "pearson": 0.27194086356134745,
      "spearman": 0.17446890753785668,
      "mae": 0.035816490650177,
      "reliability": [
        {
          "pred": -0.016677947714924812,
          "obs": -0.017740517854690552,
          "n": 176
        },
        {
          "pred": -0.004937878809869289,
          "obs": -0.0037392256781458855,
          "n": 176
        },
        {
          "pred": -0.0017805221723392606,
          "obs": 0.0012831037165597081,
          "n": 176
        },
        {
          "pred": 0.0007518658530898392,
          "obs": -0.0013531275326386094,
          "n": 176
        },
        {
          "pred": 0.002950140042230487,
          "obs": -0.0027285749092698097,
          "n": 176
        },
        {
          "pred": 0.004957593511790037,
          "obs": 0.002060173312202096,
          "n": 176
        },
        {
          "pred": 0.006592847872525454,
          "obs": 0.008401456288993359,
          "n": 176
        },
        {
          "pred": 0.00861427653580904,
          "obs": 0.009444334544241428,
          "n": 176
        },
        {
          "pred": 0.012249228544533253,
          "obs": 0.004808991681784391,
          "n": 176
        },
        {
          "pred": 0.030282508581876755,
          "obs": 0.032979901880025864,
          "n": 176
        }
      ]
    },
    "admitted": {
      "n": 1664,
      "pearson": 0.27126384192197844,
      "spearman": 0.14323910119391775,
      "mae": 0.03694799169898033,
      "reliability": [
        {
          "pred": -0.014275510795414448,
          "obs": -0.01375713013112545,
          "n": 167
        },
        {
          "pred": -0.004109010100364685,
          "obs": 0.002235351363196969,
          "n": 166
        },
        {
          "pred": -0.0010778754949569702,
          "obs": -0.0022600579541176558,
          "n": 166
        },
        {
          "pred": 0.0013819066807627678,
          "obs": 0.0005889079766348004,
          "n": 167
        },
        {
          "pred": 0.003456159494817257,
          "obs": -0.004050337243825197,
          "n": 166
        },
        {
          "pred": 0.005341973155736923,
          "obs": 0.0051288180984556675,
          "n": 166
        },
        {
          "pred": 0.00684454757720232,
          "obs": 0.010526491329073906,
          "n": 167
        },
        {
          "pred": 0.008928881026804447,
          "obs": 0.007826470769941807,
          "n": 166
        },
        {
          "pred": 0.012642021290957928,
          "obs": 0.005376995541155338,
          "n": 166
        },
        {
          "pred": 0.03106619231402874,
          "obs": 0.03403934836387634,
          "n": 167
        }
      ]
    },
    "staged": {
      "n": 96,
      "pearson": 0.2526075665089079,
      "spearman": 0.31759359739555076,
      "mae": 0.016203748062253,
      "reliability": [
        {
          "pred": -0.04305326193571091,
          "obs": -0.022864140570163727,
          "n": 10
        },
        {
          "pred": -0.014916949905455112,
          "obs": -0.019766394048929214,
          "n": 9
        },
        {
          "pred": -0.010655229911208153,
          "obs": -0.035392455756664276,
          "n": 10
        },
        {
          "pred": -0.0075031304731965065,
          "obs": -0.01895267516374588,
          "n": 9
        },
        {
          "pred": -0.006007531192153692,
          "obs": -0.016960132867097855,
          "n": 10
        },
        {
          "pred": -0.004678408615291119,
          "obs": -0.014496909454464912,
          "n": 10
        },
        {
          "pred": -0.002913302043452859,
          "obs": -0.013845675624907017,
          "n": 9
        },
        {
          "pred": -0.0008945651352405548,
          "obs": -0.018120767548680305,
          "n": 9
        },
        {
          "pred": 0.001555976690724492,
          "obs": -0.008646379224956036,
          "n": 10
        },
        {
          "pred": 0.007470910437405109,
          "obs": -0.010902724228799343,
          "n": 10
        }
      ]
    }
  }
}