Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
Browse files
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark.json
ADDED
@@ -0,0 +1,367 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"config": {
|
3 |
+
"name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
|
4 |
+
"backend": {
|
5 |
+
"name": "pytorch",
|
6 |
+
"version": "2.2.2+rocm5.7",
|
7 |
+
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
+
"task": "text-generation",
|
9 |
+
"model": "openai-community/gpt2",
|
10 |
+
"library": "transformers",
|
11 |
+
"device": "cuda",
|
12 |
+
"device_ids": "0",
|
13 |
+
"seed": 42,
|
14 |
+
"inter_op_num_threads": null,
|
15 |
+
"intra_op_num_threads": null,
|
16 |
+
"hub_kwargs": {
|
17 |
+
"revision": "main",
|
18 |
+
"force_download": false,
|
19 |
+
"local_files_only": false,
|
20 |
+
"trust_remote_code": false
|
21 |
+
},
|
22 |
+
"no_weights": true,
|
23 |
+
"device_map": null,
|
24 |
+
"torch_dtype": null,
|
25 |
+
"eval_mode": true,
|
26 |
+
"to_bettertransformer": false,
|
27 |
+
"low_cpu_mem_usage": null,
|
28 |
+
"attn_implementation": null,
|
29 |
+
"cache_implementation": null,
|
30 |
+
"autocast_enabled": false,
|
31 |
+
"autocast_dtype": null,
|
32 |
+
"torch_compile": false,
|
33 |
+
"torch_compile_target": "forward",
|
34 |
+
"torch_compile_config": {},
|
35 |
+
"quantization_scheme": null,
|
36 |
+
"quantization_config": {},
|
37 |
+
"deepspeed_inference": false,
|
38 |
+
"deepspeed_inference_config": {},
|
39 |
+
"peft_type": null,
|
40 |
+
"peft_config": {}
|
41 |
+
},
|
42 |
+
"scenario": {
|
43 |
+
"name": "inference",
|
44 |
+
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
|
45 |
+
"iterations": 1,
|
46 |
+
"duration": 1,
|
47 |
+
"warmup_runs": 1,
|
48 |
+
"input_shapes": {
|
49 |
+
"batch_size": 1,
|
50 |
+
"num_choices": 2,
|
51 |
+
"sequence_length": 2
|
52 |
+
},
|
53 |
+
"new_tokens": null,
|
54 |
+
"latency": true,
|
55 |
+
"memory": true,
|
56 |
+
"energy": false,
|
57 |
+
"forward_kwargs": {},
|
58 |
+
"generate_kwargs": {
|
59 |
+
"max_new_tokens": 2,
|
60 |
+
"min_new_tokens": 2
|
61 |
+
},
|
62 |
+
"call_kwargs": {
|
63 |
+
"num_inference_steps": 2
|
64 |
+
}
|
65 |
+
},
|
66 |
+
"launcher": {
|
67 |
+
"name": "process",
|
68 |
+
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
69 |
+
"device_isolation": true,
|
70 |
+
"device_isolation_action": "error",
|
71 |
+
"start_method": "spawn"
|
72 |
+
},
|
73 |
+
"environment": {
|
74 |
+
"cpu": " AMD EPYC 7763 64-Core Processor",
|
75 |
+
"cpu_count": 128,
|
76 |
+
"cpu_ram_mb": 1082015.236096,
|
77 |
+
"system": "Linux",
|
78 |
+
"machine": "x86_64",
|
79 |
+
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35",
|
80 |
+
"processor": "x86_64",
|
81 |
+
"python_version": "3.10.12",
|
82 |
+
"gpu": [
|
83 |
+
"Advanced Micro Devices, Inc. [AMD/ATI]"
|
84 |
+
],
|
85 |
+
"gpu_count": 1,
|
86 |
+
"gpu_vram_mb": 68702699520,
|
87 |
+
"optimum_benchmark_version": "0.2.0",
|
88 |
+
"optimum_benchmark_commit": null,
|
89 |
+
"transformers_version": "4.40.2",
|
90 |
+
"transformers_commit": null,
|
91 |
+
"accelerate_version": "0.30.1",
|
92 |
+
"accelerate_commit": null,
|
93 |
+
"diffusers_version": "0.27.2",
|
94 |
+
"diffusers_commit": null,
|
95 |
+
"optimum_version": null,
|
96 |
+
"optimum_commit": null,
|
97 |
+
"timm_version": "0.9.16",
|
98 |
+
"timm_commit": null,
|
99 |
+
"peft_version": null,
|
100 |
+
"peft_commit": null
|
101 |
+
}
|
102 |
+
},
|
103 |
+
"report": {
|
104 |
+
"prefill": {
|
105 |
+
"memory": {
|
106 |
+
"unit": "MB",
|
107 |
+
"max_ram": 1052.778496,
|
108 |
+
"max_global_vram": 1118.404608,
|
109 |
+
"max_process_vram": 293054.574592,
|
110 |
+
"max_reserved": 725.614592,
|
111 |
+
"max_allocated": 512.832512
|
112 |
+
},
|
113 |
+
"latency": {
|
114 |
+
"unit": "s",
|
115 |
+
"count": 61,
|
116 |
+
"total": 0.5021723852157592,
|
117 |
+
"mean": 0.008232334183864905,
|
118 |
+
"stdev": 0.0005346202064585218,
|
119 |
+
"p50": 0.008077877998352051,
|
120 |
+
"p90": 0.008484915733337402,
|
121 |
+
"p95": 0.008586833953857422,
|
122 |
+
"p99": 0.010325065422058102,
|
123 |
+
"values": [
|
124 |
+
0.01202569580078125,
|
125 |
+
0.008134357452392578,
|
126 |
+
0.008083956718444824,
|
127 |
+
0.008094197273254394,
|
128 |
+
0.00806939697265625,
|
129 |
+
0.008062197685241699,
|
130 |
+
0.008082677841186523,
|
131 |
+
0.008074197769165039,
|
132 |
+
0.008093877792358399,
|
133 |
+
0.008096597671508788,
|
134 |
+
0.008098997116088868,
|
135 |
+
0.00811147689819336,
|
136 |
+
0.008107156753540038,
|
137 |
+
0.008217876434326171,
|
138 |
+
0.008059797286987304,
|
139 |
+
0.008046036720275878,
|
140 |
+
0.008058358192443847,
|
141 |
+
0.008040597915649414,
|
142 |
+
0.008058197021484375,
|
143 |
+
0.008036437034606934,
|
144 |
+
0.008029397964477538,
|
145 |
+
0.00805627727508545,
|
146 |
+
0.0080503568649292,
|
147 |
+
0.008060916900634766,
|
148 |
+
0.008062357902526856,
|
149 |
+
0.0082545166015625,
|
150 |
+
0.008324915885925294,
|
151 |
+
0.00837147617340088,
|
152 |
+
0.008293875694274902,
|
153 |
+
0.008099957466125489,
|
154 |
+
0.008077877998352051,
|
155 |
+
0.008073718070983886,
|
156 |
+
0.008057876586914063,
|
157 |
+
0.008057876586914063,
|
158 |
+
0.00805179786682129,
|
159 |
+
0.008062197685241699,
|
160 |
+
0.008068277359008788,
|
161 |
+
0.008114517211914063,
|
162 |
+
0.008092276573181153,
|
163 |
+
0.008052597045898438,
|
164 |
+
0.008061077117919922,
|
165 |
+
0.008085877418518066,
|
166 |
+
0.008055477142333985,
|
167 |
+
0.008071637153625489,
|
168 |
+
0.008046036720275878,
|
169 |
+
0.008117076873779296,
|
170 |
+
0.008044757843017579,
|
171 |
+
0.008863153457641602,
|
172 |
+
0.008484915733337402,
|
173 |
+
0.008506514549255372,
|
174 |
+
0.008215956687927246,
|
175 |
+
0.009191311836242676,
|
176 |
+
0.008478195190429687,
|
177 |
+
0.008478835105895996,
|
178 |
+
0.008068758010864258,
|
179 |
+
0.008062996864318848,
|
180 |
+
0.008053558349609375,
|
181 |
+
0.00810539722442627,
|
182 |
+
0.008073078155517579,
|
183 |
+
0.008586833953857422,
|
184 |
+
0.008555793762207031
|
185 |
+
]
|
186 |
+
},
|
187 |
+
"throughput": {
|
188 |
+
"unit": "tokens/s",
|
189 |
+
"value": 242.94446208463353
|
190 |
+
},
|
191 |
+
"energy": null,
|
192 |
+
"efficiency": null
|
193 |
+
},
|
194 |
+
"decode": {
|
195 |
+
"memory": {
|
196 |
+
"unit": "MB",
|
197 |
+
"max_ram": 1052.778496,
|
198 |
+
"max_global_vram": 1118.408704,
|
199 |
+
"max_process_vram": 298935.271424,
|
200 |
+
"max_reserved": 725.614592,
|
201 |
+
"max_allocated": 513.056256
|
202 |
+
},
|
203 |
+
"latency": {
|
204 |
+
"unit": "s",
|
205 |
+
"count": 61,
|
206 |
+
"total": 0.5061653232574462,
|
207 |
+
"mean": 0.0082977921845483,
|
208 |
+
"stdev": 0.00026640755868805613,
|
209 |
+
"p50": 0.008166996955871583,
|
210 |
+
"p90": 0.008602354049682617,
|
211 |
+
"p95": 0.008709394454956054,
|
212 |
+
"p99": 0.00930974292755127,
|
213 |
+
"values": [
|
214 |
+
0.008709394454956054,
|
215 |
+
0.008124917030334473,
|
216 |
+
0.00817259693145752,
|
217 |
+
0.008158516883850098,
|
218 |
+
0.008166996955871583,
|
219 |
+
0.008166356086730957,
|
220 |
+
0.008158037185668945,
|
221 |
+
0.008192915916442872,
|
222 |
+
0.008137877464294434,
|
223 |
+
0.00817003631591797,
|
224 |
+
0.0082194766998291,
|
225 |
+
0.00816651725769043,
|
226 |
+
0.008332595825195313,
|
227 |
+
0.008192597389221191,
|
228 |
+
0.008187156677246094,
|
229 |
+
0.00817531681060791,
|
230 |
+
0.008151796340942383,
|
231 |
+
0.008148117065429688,
|
232 |
+
0.008136116981506347,
|
233 |
+
0.008141237258911133,
|
234 |
+
0.00817083740234375,
|
235 |
+
0.008394355773925782,
|
236 |
+
0.008118837356567384,
|
237 |
+
0.008151956558227539,
|
238 |
+
0.00857115364074707,
|
239 |
+
0.008371315002441405,
|
240 |
+
0.009506349563598632,
|
241 |
+
0.008376275062561035,
|
242 |
+
0.008134837150573731,
|
243 |
+
0.008123637199401856,
|
244 |
+
0.008134037017822266,
|
245 |
+
0.00815131664276123,
|
246 |
+
0.008149396896362305,
|
247 |
+
0.008127636909484863,
|
248 |
+
0.008160757064819337,
|
249 |
+
0.008144597053527831,
|
250 |
+
0.008176116943359376,
|
251 |
+
0.008158197402954101,
|
252 |
+
0.0081332368850708,
|
253 |
+
0.008140276908874512,
|
254 |
+
0.008242197036743164,
|
255 |
+
0.008148756980895996,
|
256 |
+
0.008129397392272949,
|
257 |
+
0.008420915603637695,
|
258 |
+
0.008448275566101074,
|
259 |
+
0.008143157005310058,
|
260 |
+
0.008118037223815919,
|
261 |
+
0.009178671836853027,
|
262 |
+
0.00857163429260254,
|
263 |
+
0.008537714958190917,
|
264 |
+
0.008551633834838868,
|
265 |
+
0.008616594314575196,
|
266 |
+
0.008508114814758301,
|
267 |
+
0.008326835632324218,
|
268 |
+
0.008239476203918458,
|
269 |
+
0.00813115692138672,
|
270 |
+
0.008158995628356933,
|
271 |
+
0.008134838104248046,
|
272 |
+
0.008889232635498047,
|
273 |
+
0.008602354049682617,
|
274 |
+
0.00866363525390625
|
275 |
+
]
|
276 |
+
},
|
277 |
+
"throughput": {
|
278 |
+
"unit": "tokens/s",
|
279 |
+
"value": 120.51398465511656
|
280 |
+
},
|
281 |
+
"energy": null,
|
282 |
+
"efficiency": null
|
283 |
+
},
|
284 |
+
"per_token": {
|
285 |
+
"memory": null,
|
286 |
+
"latency": {
|
287 |
+
"unit": "s",
|
288 |
+
"count": 60,
|
289 |
+
"total": 0.989397336959839,
|
290 |
+
"mean": 0.016489955615997316,
|
291 |
+
"stdev": 0.0004276576323493627,
|
292 |
+
"p50": 0.016286714553833008,
|
293 |
+
"p90": 0.017090789222717284,
|
294 |
+
"p95": 0.0172965160369873,
|
295 |
+
"p99": 0.017932871894836427,
|
296 |
+
"values": [
|
297 |
+
0.016311433792114256,
|
298 |
+
0.01628903388977051,
|
299 |
+
0.016283273696899414,
|
300 |
+
0.016258634567260743,
|
301 |
+
0.016254634857177735,
|
302 |
+
0.016290634155273438,
|
303 |
+
0.01629159355163574,
|
304 |
+
0.01626151466369629,
|
305 |
+
0.016294313430786134,
|
306 |
+
0.016336393356323243,
|
307 |
+
0.016324073791503906,
|
308 |
+
0.016471113204956055,
|
309 |
+
0.01643639373779297,
|
310 |
+
0.016267114639282227,
|
311 |
+
0.0162634334564209,
|
312 |
+
0.016235754013061522,
|
313 |
+
0.016221355438232422,
|
314 |
+
0.016209354400634767,
|
315 |
+
0.016214153289794923,
|
316 |
+
0.016221994400024413,
|
317 |
+
0.016490793228149413,
|
318 |
+
0.01619623374938965,
|
319 |
+
0.016243114471435546,
|
320 |
+
0.01661591339111328,
|
321 |
+
0.01670311164855957,
|
322 |
+
0.017812705993652343,
|
323 |
+
0.016786792755126952,
|
324 |
+
0.016503433227539062,
|
325 |
+
0.016257194519042967,
|
326 |
+
0.016239274978637697,
|
327 |
+
0.016240713119506835,
|
328 |
+
0.016251434326171876,
|
329 |
+
0.016215114593505858,
|
330 |
+
0.016242315292358398,
|
331 |
+
0.016236873626708986,
|
332 |
+
0.016274314880371094,
|
333 |
+
0.0162850341796875,
|
334 |
+
0.01626263427734375,
|
335 |
+
0.016229673385620116,
|
336 |
+
0.01634279441833496,
|
337 |
+
0.01624839401245117,
|
338 |
+
0.01622407341003418,
|
339 |
+
0.016517513275146483,
|
340 |
+
0.016522792816162108,
|
341 |
+
0.016288394927978515,
|
342 |
+
0.01618551445007324,
|
343 |
+
0.01803718376159668,
|
344 |
+
0.01711958885192871,
|
345 |
+
0.017087589263916014,
|
346 |
+
0.016732391357421876,
|
347 |
+
0.01786038398742676,
|
348 |
+
0.017060869216918944,
|
349 |
+
0.016831432342529297,
|
350 |
+
0.01633031463623047,
|
351 |
+
0.016217674255371094,
|
352 |
+
0.016259593963623045,
|
353 |
+
0.016268075942993163,
|
354 |
+
0.016945350646972657,
|
355 |
+
0.01726934814453125,
|
356 |
+
0.017225187301635744
|
357 |
+
]
|
358 |
+
},
|
359 |
+
"throughput": {
|
360 |
+
"unit": "tokens/s",
|
361 |
+
"value": 60.64297705142852
|
362 |
+
},
|
363 |
+
"energy": null,
|
364 |
+
"efficiency": null
|
365 |
+
}
|
366 |
+
}
|
367 |
+
}
|