IlyasMoutawwakil HF Staff commited on
Commit
5d35a7b
·
verified ·
1 Parent(s): d059d16

Delete benchmarks/2.3.0-4bit-awq-gemm.json

Browse files
Files changed (1) hide show
  1. benchmarks/2.3.0-4bit-awq-gemm.json +0 -520
benchmarks/2.3.0-4bit-awq-gemm.json DELETED
@@ -1,520 +0,0 @@
1
- {
2
- "config": {
3
- "name": "pytorch-llama",
4
- "backend": {
5
- "name": "pytorch",
6
- "version": "2.3.0",
7
- "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
- "task": "text-generation",
9
- "library": "transformers",
10
- "model": "meta-llama/Llama-2-7b-hf",
11
- "processor": "meta-llama/Llama-2-7b-hf",
12
- "device": "cuda",
13
- "device_ids": "0",
14
- "seed": 42,
15
- "inter_op_num_threads": null,
16
- "intra_op_num_threads": null,
17
- "model_kwargs": {},
18
- "processor_kwargs": {},
19
- "hub_kwargs": {},
20
- "no_weights": true,
21
- "device_map": null,
22
- "torch_dtype": "float16",
23
- "eval_mode": true,
24
- "to_bettertransformer": false,
25
- "low_cpu_mem_usage": null,
26
- "attn_implementation": null,
27
- "cache_implementation": null,
28
- "autocast_enabled": false,
29
- "autocast_dtype": null,
30
- "torch_compile": false,
31
- "torch_compile_target": "forward",
32
- "torch_compile_config": {},
33
- "quantization_scheme": "awq",
34
- "quantization_config": {
35
- "bits": 4,
36
- "version": "gemm"
37
- },
38
- "deepspeed_inference": false,
39
- "deepspeed_inference_config": {},
40
- "tensor_parallel": false,
41
- "peft_type": null,
42
- "peft_config": {}
43
- },
44
- "scenario": {
45
- "name": "inference",
46
- "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
47
- "iterations": 10,
48
- "duration": 10,
49
- "warmup_runs": 10,
50
- "input_shapes": {
51
- "batch_size": 1,
52
- "num_choices": 2,
53
- "sequence_length": 128
54
- },
55
- "new_tokens": null,
56
- "latency": true,
57
- "memory": true,
58
- "energy": false,
59
- "forward_kwargs": {},
60
- "generate_kwargs": {
61
- "max_new_tokens": 32,
62
- "min_new_tokens": 32
63
- },
64
- "call_kwargs": {}
65
- },
66
- "launcher": {
67
- "name": "process",
68
- "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
69
- "device_isolation": true,
70
- "device_isolation_action": "warn",
71
- "numactl": false,
72
- "numactl_kwargs": {},
73
- "start_method": "spawn"
74
- },
75
- "environment": {
76
- "cpu": " AMD EPYC 7742 64-Core Processor",
77
- "cpu_count": 128,
78
- "cpu_ram_mb": 540671.627264,
79
- "system": "Linux",
80
- "machine": "x86_64",
81
- "platform": "Linux-5.4.0-166-generic-x86_64-with-glibc2.35",
82
- "processor": "x86_64",
83
- "python_version": "3.10.12",
84
- "gpu": [
85
- "NVIDIA A100-SXM4-80GB",
86
- "NVIDIA A100-SXM4-80GB",
87
- "NVIDIA A100-SXM4-80GB",
88
- "NVIDIA DGX Display",
89
- "NVIDIA A100-SXM4-80GB"
90
- ],
91
- "gpu_count": 5,
92
- "gpu_vram_mb": 347892350976,
93
- "optimum_benchmark_version": "0.2.1",
94
- "optimum_benchmark_commit": "347e13ca9f7f904f55669603cfb9f0b6c7e8672c",
95
- "transformers_version": "4.41.1",
96
- "transformers_commit": null,
97
- "accelerate_version": "0.30.1",
98
- "accelerate_commit": null,
99
- "diffusers_version": null,
100
- "diffusers_commit": null,
101
- "optimum_version": "1.20.0",
102
- "optimum_commit": null,
103
- "timm_version": null,
104
- "timm_commit": null,
105
- "peft_version": "0.11.1",
106
- "peft_commit": null
107
- }
108
- },
109
- "report": {
110
- "prefill": {
111
- "memory": {
112
- "unit": "MB",
113
- "max_ram": 1992.597504,
114
- "max_global_vram": 6274.613248,
115
- "max_process_vram": 5347.7376,
116
- "max_reserved": 4815.060992,
117
- "max_allocated": 4428.105728
118
- },
119
- "latency": {
120
- "unit": "s",
121
- "count": 10,
122
- "total": 2.7647943420410153,
123
- "mean": 0.27647943420410154,
124
- "stdev": 0.0013259237825260736,
125
- "p50": 0.27594503784179686,
126
- "p90": 0.27788690490722656,
127
- "p95": 0.2787926040649414,
128
- "p99": 0.27951716339111327,
129
- "values": [
130
- 0.27969830322265626,
131
- 0.2752821044921875,
132
- 0.27768563842773436,
133
- 0.2754232177734375,
134
- 0.2773633728027344,
135
- 0.2758430786132812,
136
- 0.27556500244140625,
137
- 0.2760469970703125,
138
- 0.27640762329101565,
139
- 0.27547900390625
140
- ]
141
- },
142
- "throughput": {
143
- "unit": "tokens/s",
144
- "value": 462.9639103844098
145
- },
146
- "energy": null,
147
- "efficiency": null
148
- },
149
- "decode": {
150
- "memory": {
151
- "unit": "MB",
152
- "max_ram": 1993.691136,
153
- "max_global_vram": 6274.613248,
154
- "max_process_vram": 5347.7376,
155
- "max_reserved": 4815.060992,
156
- "max_allocated": 4534.656
157
- },
158
- "latency": {
159
- "unit": "s",
160
- "count": 10,
161
- "total": 83.92089160156252,
162
- "mean": 8.39208916015625,
163
- "stdev": 0.015863420381591217,
164
- "p50": 8.3852275390625,
165
- "p90": 8.4208203125,
166
- "p95": 8.423597656250001,
167
- "p99": 8.425819531250001,
168
- "values": [
169
- 8.382623046875,
170
- 8.3820498046875,
171
- 8.426375,
172
- 8.3804599609375,
173
- 8.3891796875,
174
- 8.38722265625,
175
- 8.420203125,
176
- 8.383953125,
177
- 8.3823232421875,
178
- 8.386501953125
179
- ]
180
- },
181
- "throughput": {
182
- "unit": "tokens/s",
183
- "value": 3.693955034126785
184
- },
185
- "energy": null,
186
- "efficiency": null
187
- },
188
- "per_token": {
189
- "memory": null,
190
- "latency": {
191
- "unit": "s",
192
- "count": 309,
193
- "total": 86.1355849914551,
194
- "mean": 0.2787559384836734,
195
- "stdev": 0.04649253197575786,
196
- "p50": 0.27045785522460936,
197
- "p90": 0.2708756530761719,
198
- "p95": 0.2720786499023437,
199
- "p99": 0.5467964379882813,
200
- "values": [
201
- 0.2706370544433594,
202
- 0.2704609375,
203
- 0.27074560546875,
204
- 0.270482421875,
205
- 0.27041690063476564,
206
- 0.27029812622070315,
207
- 0.27040155029296875,
208
- 0.2702243957519531,
209
- 0.2700585021972656,
210
- 0.27052236938476565,
211
- 0.2711398315429687,
212
- 0.27063192749023435,
213
- 0.27010867309570313,
214
- 0.26994790649414063,
215
- 0.27019161987304685,
216
- 0.27095654296875,
217
- 0.2705428466796875,
218
- 0.2705428466796875,
219
- 0.27045272827148437,
220
- 0.27034625244140625,
221
- 0.2703953857421875,
222
- 0.270244873046875,
223
- 0.2699018249511719,
224
- 0.26983935546875,
225
- 0.27039129638671877,
226
- 0.2708746337890625,
227
- 0.27075173950195314,
228
- 0.2705868835449219,
229
- 0.2699100036621094,
230
- 0.26986700439453126,
231
- 0.5459937133789062,
232
- 0.27082342529296877,
233
- 0.2703902587890625,
234
- 0.2697840576171875,
235
- 0.27015679931640624,
236
- 0.27030526733398436,
237
- 0.27041998291015623,
238
- 0.27035546875,
239
- 0.270424072265625,
240
- 0.27040155029296875,
241
- 0.27034521484375,
242
- 0.27058584594726565,
243
- 0.27103948974609376,
244
- 0.27042919921875,
245
- 0.2702080078125,
246
- 0.2704332885742188,
247
- 0.270487548828125,
248
- 0.27101593017578124,
249
- 0.27067083740234377,
250
- 0.26997247314453127,
251
- 0.2698997802734375,
252
- 0.2700994567871094,
253
- 0.27028890991210935,
254
- 0.270708740234375,
255
- 0.2706268310546875,
256
- 0.27020697021484374,
257
- 0.2699509887695313,
258
- 0.27026943969726563,
259
- 0.27029708862304686,
260
- 0.27040155029296875,
261
- 0.27041690063476564,
262
- 0.548411376953125,
263
- 0.27058892822265623,
264
- 0.2709708862304688,
265
- 0.2701055908203125,
266
- 0.2697830505371094,
267
- 0.26974618530273436,
268
- 0.27019879150390624,
269
- 0.27058074951171873,
270
- 0.27067391967773435,
271
- 0.2702192687988281,
272
- 0.269907958984375,
273
- 0.2699049072265625,
274
- 0.2700318603515625,
275
- 0.2706974792480469,
276
- 0.2705162353515625,
277
- 0.27015576171875,
278
- 0.2700072937011719,
279
- 0.27029196166992187,
280
- 0.27072921752929685,
281
- 0.2707701721191406,
282
- 0.27009228515625,
283
- 0.2700984191894531,
284
- 0.2701895751953125,
285
- 0.2760018005371094,
286
- 0.27061349487304687,
287
- 0.3071764526367188,
288
- 0.2726911926269531,
289
- 0.27048550415039063,
290
- 0.2707118225097656,
291
- 0.27111322021484374,
292
- 0.2706483154296875,
293
- 0.54546533203125,
294
- 0.26991717529296877,
295
- 0.2704629821777344,
296
- 0.2704332885742188,
297
- 0.27046502685546875,
298
- 0.2703779907226562,
299
- 0.2699632568359375,
300
- 0.2700585021972656,
301
- 0.27020391845703123,
302
- 0.27071078491210937,
303
- 0.27062783813476565,
304
- 0.27038821411132813,
305
- 0.27025714111328125,
306
- 0.2705899658203125,
307
- 0.27061761474609375,
308
- 0.27063192749023435,
309
- 0.26978814697265624,
310
- 0.2702172241210937,
311
- 0.2702950439453125,
312
- 0.27074560546875,
313
- 0.2706042785644531,
314
- 0.27063092041015624,
315
- 0.270276611328125,
316
- 0.27030526733398436,
317
- 0.2699663391113281,
318
- 0.27067083740234377,
319
- 0.270455810546875,
320
- 0.2704128112792969,
321
- 0.269918212890625,
322
- 0.2699130859375,
323
- 0.27048345947265623,
324
- 0.5480755004882812,
325
- 0.27049163818359373,
326
- 0.27045785522460936,
327
- 0.27038104248046874,
328
- 0.27057766723632815,
329
- 0.2707425231933594,
330
- 0.2702264404296875,
331
- 0.27035955810546874,
332
- 0.270424072265625,
333
- 0.2708182983398438,
334
- 0.27067495727539065,
335
- 0.2708305969238281,
336
- 0.27040155029296875,
337
- 0.2703267822265625,
338
- 0.27009228515625,
339
- 0.270750732421875,
340
- 0.27087973022460937,
341
- 0.2707906494140625,
342
- 0.27070260620117187,
343
- 0.27038821411132813,
344
- 0.2705541076660156,
345
- 0.2704885864257813,
346
- 0.27073739624023435,
347
- 0.270671875,
348
- 0.270671875,
349
- 0.2722764892578125,
350
- 0.27072308349609375,
351
- 0.270824462890625,
352
- 0.2705602416992188,
353
- 0.2706288757324219,
354
- 0.2701055908203125,
355
- 0.5466419067382813,
356
- 0.27077734375,
357
- 0.2706483154296875,
358
- 0.27052032470703125,
359
- 0.27019366455078125,
360
- 0.27082955932617186,
361
- 0.27061862182617186,
362
- 0.270593017578125,
363
- 0.27051519775390626,
364
- 0.27064627075195313,
365
- 0.2704844665527344,
366
- 0.27058380126953124,
367
- 0.27084902954101564,
368
- 0.2707281799316406,
369
- 0.27072409057617186,
370
- 0.2707548217773437,
371
- 0.27068621826171874,
372
- 0.2705111083984375,
373
- 0.27138662719726564,
374
- 0.2701905822753906,
375
- 0.27054180908203124,
376
- 0.27066265869140627,
377
- 0.27028582763671877,
378
- 0.2703001708984375,
379
- 0.2705387573242187,
380
- 0.27050189208984377,
381
- 0.2707527770996094,
382
- 0.2707220458984375,
383
- 0.2699632568359375,
384
- 0.27008306884765626,
385
- 0.269876220703125,
386
- 0.546292724609375,
387
- 0.27061965942382815,
388
- 0.26992025756835936,
389
- 0.26999603271484374,
390
- 0.27034930419921877,
391
- 0.27041485595703124,
392
- 0.2705397644042969,
393
- 0.2702868347167969,
394
- 0.27019879150390624,
395
- 0.2704486389160156,
396
- 0.270856201171875,
397
- 0.27088385009765625,
398
- 0.27021414184570314,
399
- 0.27045889282226565,
400
- 0.29821746826171874,
401
- 0.281965576171875,
402
- 0.27032577514648437,
403
- 0.27017214965820313,
404
- 0.27028890991210935,
405
- 0.27070260620117187,
406
- 0.270698486328125,
407
- 0.27044659423828127,
408
- 0.269781005859375,
409
- 0.2699765625,
410
- 0.2699263916015625,
411
- 0.27060531616210937,
412
- 0.2705531005859375,
413
- 0.27056231689453125,
414
- 0.26991207885742186,
415
- 0.27005029296875,
416
- 0.2701240234375,
417
- 0.5468098754882813,
418
- 0.2704056396484375,
419
- 0.2706237487792969,
420
- 0.2710005798339844,
421
- 0.270213134765625,
422
- 0.27036056518554685,
423
- 0.2706001892089844,
424
- 0.270635009765625,
425
- 0.270376953125,
426
- 0.27089306640625,
427
- 0.2701598815917969,
428
- 0.27008206176757815,
429
- 0.2701547546386719,
430
- 0.27035955810546874,
431
- 0.2706636657714844,
432
- 0.2704435119628906,
433
- 0.27086846923828123,
434
- 0.27025613403320314,
435
- 0.27035546875,
436
- 0.27052032470703125,
437
- 0.2704711608886719,
438
- 0.27039129638671877,
439
- 0.26991207885742186,
440
- 0.270129150390625,
441
- 0.27037490844726564,
442
- 0.2704906311035156,
443
- 0.27047320556640625,
444
- 0.270519287109375,
445
- 0.27024996948242186,
446
- 0.27055514526367186,
447
- 0.2706923522949219,
448
- 0.5468416137695312,
449
- 0.270571533203125,
450
- 0.27090737915039065,
451
- 0.2704691162109375,
452
- 0.2697635803222656,
453
- 0.2697021484375,
454
- 0.27003289794921875,
455
- 0.2707855224609375,
456
- 0.27105075073242185,
457
- 0.27042816162109373,
458
- 0.2699468688964844,
459
- 0.2701138000488281,
460
- 0.27004519653320314,
461
- 0.27075173950195314,
462
- 0.2702950439453125,
463
- 0.2704035949707031,
464
- 0.26982196044921875,
465
- 0.26998989868164064,
466
- 0.2701424560546875,
467
- 0.27061862182617186,
468
- 0.27088690185546876,
469
- 0.2717818908691406,
470
- 0.2702315368652344,
471
- 0.2708080749511719,
472
- 0.2708111267089844,
473
- 0.27017831420898436,
474
- 0.2703359985351563,
475
- 0.2705541076660156,
476
- 0.2702591857910156,
477
- 0.2703513488769531,
478
- 0.2698833923339844,
479
- 0.5459118041992187,
480
- 0.27081317138671873,
481
- 0.27064114379882814,
482
- 0.2706534423828125,
483
- 0.27017010498046873,
484
- 0.27032577514648437,
485
- 0.27028378295898436,
486
- 0.2704312438964844,
487
- 0.270350341796875,
488
- 0.27050497436523435,
489
- 0.2703267822265625,
490
- 0.2700789794921875,
491
- 0.270234619140625,
492
- 0.27066162109375,
493
- 0.270587890625,
494
- 0.2703236999511719,
495
- 0.2702796936035156,
496
- 0.27073126220703125,
497
- 0.27065444946289063,
498
- 0.27037490844726564,
499
- 0.2703585205078125,
500
- 0.27076812744140627,
501
- 0.27056640625,
502
- 0.2706954345703125,
503
- 0.2704404602050781,
504
- 0.27032473754882813,
505
- 0.2701527099609375,
506
- 0.27048345947265623,
507
- 0.27055206298828127,
508
- 0.27079473876953125,
509
- 0.2725181579589844
510
- ]
511
- },
512
- "throughput": {
513
- "unit": "tokens/s",
514
- "value": 3.5873675209920934
515
- },
516
- "energy": null,
517
- "efficiency": null
518
- }
519
- }
520
- }