File size: 13,029 Bytes
970f2df
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
{
  "model": "runs/tm1b",
  "energy_model": null,
  "backbone": "Qwen/Qwen3-4B-Base",
  "quick": false,
  "b_chunk": 4,
  "native": {
    "256": {
      "2": {
        "state_tokens": 256,
        "suffix_tokens": 22,
        "nc_chunk": 8,
        "native": [
          {
            "m": 1,
            "t_state_ms": 17.69845560193062,
            "t_queries_ms": 38.907185196876526,
            "total_ms": 56.605640798807144,
            "ratio": 1.0,
            "marginal_ms": 38.907185196876526
          },
          {
            "m": 32,
            "t_state_ms": 17.29227602481842,
            "t_queries_ms": 107.14780166745186,
            "total_ms": 124.44007769227028,
            "ratio": 2.1983688539904773,
            "marginal_ms": 3.3483688021078706
          },
          {
            "m": 256,
            "t_state_ms": 17.395589500665665,
            "t_queries_ms": 720.7270376384258,
            "total_ms": 738.1226271390915,
            "ratio": 13.039736265200023,
            "marginal_ms": 2.815339990775101
          }
        ],
        "native_peak_mem_mb": 14565.473792,
        "b_batched": [
          {
            "m": 1,
            "t_state_ms": 19.00634914636612,
            "t_queries_ms": 65.67803397774696,
            "total_ms": 84.68438312411308,
            "ratio": 1.0,
            "marginal_ms": 65.67803397774696
          },
          {
            "m": 32,
            "t_state_ms": 19.073322415351868,
            "t_queries_ms": 408.54376927018166,
            "total_ms": 427.6170916855335,
            "ratio": 5.0495389576000065,
            "marginal_ms": 12.766992789693177
          },
          {
            "m": 256,
            "t_state_ms": 19.45146918296814,
            "t_queries_ms": 3124.6551759541035,
            "total_ms": 3144.1066451370716,
            "ratio": 37.127348976836515,
            "marginal_ms": 12.205684281070717
          }
        ],
        "b_batched_peak_mem_mb": 15050.985472
      },
      "4": {
        "state_tokens": 256,
        "suffix_tokens": 34,
        "nc_chunk": 8,
        "native": [
          {
            "m": 1,
            "t_state_ms": 17.520517110824585,
            "t_queries_ms": 39.11682963371277,
            "total_ms": 56.63734674453735,
            "ratio": 1.0,
            "marginal_ms": 39.11682963371277
          },
          {
            "m": 32,
            "t_state_ms": 17.56681129336357,
            "t_queries_ms": 109.09038409590721,
            "total_ms": 126.65719538927078,
            "ratio": 2.2362840540634403,
            "marginal_ms": 3.4090745029971004
          },
          {
            "m": 256,
            "t_state_ms": 17.606686800718307,
            "t_queries_ms": 820.20478323102,
            "total_ms": 837.8114700317383,
            "ratio": 14.792562120021005,
            "marginal_ms": 3.2039249344961718
          }
        ],
        "native_peak_mem_mb": 14579.467776,
        "b_batched": [
          {
            "m": 1,
            "t_state_ms": 19.45377141237259,
            "t_queries_ms": 66.85380637645721,
            "total_ms": 86.3075777888298,
            "ratio": 1.0,
            "marginal_ms": 66.85380637645721
          },
          {
            "m": 32,
            "t_state_ms": 19.49465647339821,
            "t_queries_ms": 415.58846831321716,
            "total_ms": 435.0831247866154,
            "ratio": 5.041076762125575,
            "marginal_ms": 12.987139634788036
          },
          {
            "m": 256,
            "t_state_ms": 19.42378655076027,
            "t_queries_ms": 3201.4211788773537,
            "total_ms": 3220.844965428114,
            "ratio": 37.31821756495831,
            "marginal_ms": 12.505551479989663
          }
        ],
        "b_batched_peak_mem_mb": 15418.156544
      },
      "10": {
        "state_tokens": 256,
        "suffix_tokens": 70,
        "nc_chunk": 8,
        "native": [
          {
            "m": 1,
            "t_state_ms": 17.71542802453041,
            "t_queries_ms": 39.49485346674919,
            "total_ms": 57.2102814912796,
            "ratio": 1.0,
            "marginal_ms": 39.49485346674919
          },
          {
            "m": 32,
            "t_state_ms": 17.667438834905624,
            "t_queries_ms": 113.24474588036537,
            "total_ms": 130.912184715271,
            "ratio": 2.288263250989694,
            "marginal_ms": 3.538898308761418
          },
          {
            "m": 256,
            "t_state_ms": 17.80020445585251,
            "t_queries_ms": 772.7814465761185,
            "total_ms": 790.581651031971,
            "ratio": 13.818873643411054,
            "marginal_ms": 3.0186775256879628
          }
        ],
        "native_peak_mem_mb": 14627.14112,
        "b_batched": [
          {
            "m": 1,
            "t_state_ms": 19.491098821163177,
            "t_queries_ms": 67.33075901865959,
            "total_ms": 86.82185783982277,
            "ratio": 1.0,
            "marginal_ms": 67.33075901865959
          },
          {
            "m": 32,
            "t_state_ms": 19.476331770420074,
            "t_queries_ms": 518.6272598803043,
            "total_ms": 538.1035916507244,
            "ratio": 6.19778941661752,
            "marginal_ms": 16.20710187125951
          },
          {
            "m": 256,
            "t_state_ms": 19.5954367518425,
            "t_queries_ms": 4071.4379996061325,
            "total_ms": 4091.033436357975,
            "ratio": 47.11985596882185,
            "marginal_ms": 15.904054685961455
          }
        ],
        "b_batched_peak_mem_mb": 16549.823488
      },
      "32": {
        "state_tokens": 256,
        "suffix_tokens": 224,
        "nc_chunk": 8,
        "native": [
          {
            "m": 1,
            "t_state_ms": 17.933987081050873,
            "t_queries_ms": 40.07749259471893,
            "total_ms": 58.011479675769806,
            "ratio": 1.0,
            "marginal_ms": 40.07749259471893
          },
          {
            "m": 32,
            "t_state_ms": 17.875414341688156,
            "t_queries_ms": 199.15443286299706,
            "total_ms": 217.0298472046852,
            "ratio": 3.74115344786377,
            "marginal_ms": 6.223576026968658
          },
          {
            "m": 256,
            "t_state_ms": 17.83185824751854,
            "t_queries_ms": 1439.1961731016636,
            "total_ms": 1457.0280313491821,
            "ratio": 25.116201818891934,
            "marginal_ms": 5.621860051178373
          }
        ],
        "native_peak_mem_mb": 14892.906496,
        "b_batched": [
          {
            "m": 1,
            "t_state_ms": 19.53354850411415,
            "t_queries_ms": 75.62482729554176,
            "total_ms": 95.15837579965591,
            "ratio": 1.0,
            "marginal_ms": 75.62482729554176
          },
          {
            "m": 32,
            "t_state_ms": 19.454356282949448,
            "t_queries_ms": 903.2446146011353,
            "total_ms": 922.6989708840847,
            "ratio": 9.696455652277129,
            "marginal_ms": 28.226394206285477
          },
          {
            "m": 256,
            "t_state_ms": 21.368220448493958,
            "t_queries_ms": 7146.388553082943,
            "total_ms": 7167.756773531437,
            "ratio": 75.32449680123014,
            "marginal_ms": 27.915580285480246
          }
        ],
        "b_batched_peak_mem_mb": 20708.114944
      },
      "64": {
        "state_tokens": 256,
        "suffix_tokens": 460,
        "nc_chunk": 8,
        "native": [
          {
            "m": 1,
            "t_state_ms": 17.79353618621826,
            "t_queries_ms": 41.496291756629944,
            "total_ms": 59.289827942848206,
            "ratio": 1.0,
            "marginal_ms": 41.496291756629944
          },
          {
            "m": 32,
            "t_state_ms": 17.75621995329857,
            "t_queries_ms": 338.5215550661087,
            "total_ms": 356.2777750194073,
            "ratio": 6.009087686387578,
            "marginal_ms": 10.578798595815897
          },
          {
            "m": 256,
            "t_state_ms": 17.848066985607147,
            "t_queries_ms": 2598.344925791025,
            "total_ms": 2616.1929927766323,
            "ratio": 44.1254947694988,
            "marginal_ms": 10.149784866371192
          }
        ],
        "native_peak_mem_mb": 15333.215232,
        "b_batched": [
          {
            "m": 1,
            "t_state_ms": 19.58613097667694,
            "t_queries_ms": 93.24939921498299,
            "total_ms": 112.83553019165993,
            "ratio": 1.0,
            "marginal_ms": 93.24939921498299
          },
          {
            "m": 32,
            "t_state_ms": 19.635286182165146,
            "t_queries_ms": 1480.6604906916618,
            "total_ms": 1500.295776873827,
            "ratio": 13.296306352488953,
            "marginal_ms": 46.27064033411443
          },
          {
            "m": 256,
            "t_state_ms": 19.47050541639328,
            "t_queries_ms": 11805.44163286686,
            "total_ms": 11824.912138283253,
            "ratio": 104.79777174971146,
            "marginal_ms": 46.11500637838617
          }
        ],
        "b_batched_peak_mem_mb": 26712.366592
      },
      "128": {
        "state_tokens": 256,
        "suffix_tokens": 1029,
        "nc_chunk": 8,
        "native": [
          {
            "m": 1,
            "t_state_ms": 17.73315668106079,
            "t_queries_ms": 48.95908385515213,
            "total_ms": 66.69224053621292,
            "ratio": 1.0,
            "marginal_ms": 48.95908385515213
          },
          {
            "m": 32,
            "t_state_ms": 17.543818801641464,
            "t_queries_ms": 716.6986837983131,
            "total_ms": 734.2425025999546,
            "ratio": 11.00941423914633,
            "marginal_ms": 22.396833868697286
          },
          {
            "m": 256,
            "t_state_ms": 17.649024724960327,
            "t_queries_ms": 5805.374853312969,
            "total_ms": 5823.0238780379295,
            "ratio": 87.31186463702792,
            "marginal_ms": 22.677245520753786
          }
        ],
        "native_peak_mem_mb": 16306.219008,
        "b_batched": [
          {
            "m": 1,
            "t_state_ms": 25.08896216750145,
            "t_queries_ms": 140.0025337934494,
            "total_ms": 165.09149596095085,
            "ratio": 1.0,
            "marginal_ms": 140.0025337934494
          },
          {
            "m": 32,
            "t_state_ms": 19.624758511781693,
            "t_queries_ms": 2846.7205613851547,
            "total_ms": 2866.3453198969364,
            "ratio": 17.362162134474293,
            "marginal_ms": 88.96001754328609
          },
          {
            "m": 256,
            "t_state_ms": 19.967511296272278,
            "t_queries_ms": 22693.809997290373,
            "total_ms": 22713.777508586645,
            "ratio": 137.58296498784614,
            "marginal_ms": 88.64769530191552
          }
        ],
        "b_batched_peak_mem_mb": 33338.615296
      },
      "256": {
        "state_tokens": 256,
        "suffix_tokens": 2309,
        "nc_chunk": 8,
        "native": [
          {
            "m": 1,
            "t_state_ms": 17.903797328472137,
            "t_queries_ms": 78.47601175308228,
            "total_ms": 96.37980908155441,
            "ratio": 1.0,
            "marginal_ms": 78.47601175308228
          },
          {
            "m": 32,
            "t_state_ms": 17.928332090377808,
            "t_queries_ms": 1699.1598010063171,
            "total_ms": 1717.088133096695,
            "ratio": 17.81584908145786,
            "marginal_ms": 53.09874378144741
          },
          {
            "m": 256,
            "t_state_ms": 17.86353439092636,
            "t_queries_ms": 12893.904343247414,
            "total_ms": 12911.76787763834,
            "ratio": 133.9675602253237,
            "marginal_ms": 50.36681384081021
          }
        ],
        "native_peak_mem_mb": 18598.0416,
        "b_batched": [
          {
            "m": 1,
            "t_state_ms": 20.501967519521713,
            "t_queries_ms": 222.51605615019798,
            "total_ms": 243.0180236697197,
            "ratio": 1.0,
            "marginal_ms": 222.51605615019798
          },
          {
            "m": 32,
            "t_state_ms": 19.544314593076706,
            "t_queries_ms": 5423.821311444044,
            "total_ms": 5443.365626037121,
            "ratio": 22.399020220142503,
            "marginal_ms": 169.49441598262638
          },
          {
            "m": 256,
            "t_state_ms": 19.62793990969658,
            "t_queries_ms": 43251.52888149023,
            "total_ms": 43271.15682139993,
            "ratio": 178.0573974225417,
            "marginal_ms": 168.9512846933212
          }
        ],
        "b_batched_peak_mem_mb": 27778.753536
      }
    }
  },
  "crossover": {}
}