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
CHANGED
@@ -3,7 +3,7 @@
|
|
3 |
"name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
-
"version": "2.
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "text-generation",
|
9 |
"library": "transformers",
|
@@ -65,7 +65,7 @@
|
|
65 |
"name": "process",
|
66 |
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
67 |
"device_isolation": true,
|
68 |
-
"device_isolation_action": "
|
69 |
"numactl": false,
|
70 |
"numactl_kwargs": {},
|
71 |
"start_method": "spawn"
|
@@ -103,7 +103,7 @@
|
|
103 |
"optimum_commit": null,
|
104 |
"timm_version": "1.0.9",
|
105 |
"timm_commit": null,
|
106 |
-
"peft_version":
|
107 |
"peft_commit": null
|
108 |
}
|
109 |
},
|
@@ -111,24 +111,24 @@
|
|
111 |
"load": {
|
112 |
"memory": {
|
113 |
"unit": "MB",
|
114 |
-
"max_ram":
|
115 |
"max_global_vram": 68702.69952,
|
116 |
-
"max_process_vram":
|
117 |
"max_reserved": 725.614592,
|
118 |
"max_allocated": 666.338304
|
119 |
},
|
120 |
"latency": {
|
121 |
"unit": "s",
|
122 |
"count": 1,
|
123 |
-
"total":
|
124 |
-
"mean":
|
125 |
"stdev": 0.0,
|
126 |
-
"p50":
|
127 |
-
"p90":
|
128 |
-
"p95":
|
129 |
-
"p99":
|
130 |
"values": [
|
131 |
-
|
132 |
]
|
133 |
},
|
134 |
"throughput": null,
|
@@ -138,97 +138,85 @@
|
|
138 |
"prefill": {
|
139 |
"memory": {
|
140 |
"unit": "MB",
|
141 |
-
"max_ram":
|
142 |
"max_global_vram": 68702.69952,
|
143 |
-
"max_process_vram":
|
144 |
"max_reserved": 725.614592,
|
145 |
"max_allocated": 513.035264
|
146 |
},
|
147 |
"latency": {
|
148 |
"unit": "s",
|
149 |
-
"count":
|
150 |
-
"total": 0.
|
151 |
-
"mean": 0.
|
152 |
-
"stdev": 0.
|
153 |
-
"p50": 0.
|
154 |
-
"p90": 0.
|
155 |
-
"p95": 0.
|
156 |
-
"p99": 0.
|
157 |
"values": [
|
158 |
-
0.
|
159 |
-
0.
|
160 |
-
0.
|
161 |
-
0.
|
162 |
-
0.
|
163 |
-
0.
|
164 |
-
0.
|
165 |
-
0.
|
166 |
-
0.
|
167 |
-
0.
|
168 |
-
0.
|
169 |
-
0.
|
170 |
-
0.
|
171 |
-
0.
|
172 |
-
0.
|
173 |
-
0.
|
174 |
-
0.
|
175 |
-
0.
|
176 |
-
0.
|
177 |
-
0.
|
178 |
-
0.
|
179 |
-
0.
|
180 |
-
0.
|
181 |
-
0.
|
182 |
-
0.
|
183 |
-
0.
|
184 |
-
0.
|
185 |
-
0.
|
186 |
-
0.
|
187 |
-
0.
|
188 |
-
0.
|
189 |
-
0.
|
190 |
-
0.
|
191 |
-
0.
|
192 |
-
0.
|
193 |
-
0.
|
194 |
-
0.
|
195 |
-
0.
|
196 |
-
0.
|
197 |
-
0.
|
198 |
-
0.
|
199 |
-
0.
|
200 |
-
0.
|
201 |
-
0.
|
202 |
-
0.
|
203 |
-
0.
|
204 |
-
0.
|
205 |
-
0.
|
206 |
-
0.
|
207 |
-
0.
|
208 |
-
0.
|
209 |
-
0.
|
210 |
-
0.
|
211 |
-
0.
|
212 |
-
0.
|
213 |
-
0.
|
214 |
-
0.
|
215 |
-
0.006969579219818115,
|
216 |
-
0.006960460186004639,
|
217 |
-
0.006960299968719483,
|
218 |
-
0.006947978973388672,
|
219 |
-
0.007000939846038818,
|
220 |
-
0.006967020034790039,
|
221 |
-
0.007542057991027832,
|
222 |
-
0.007867338180541993,
|
223 |
-
0.007514857769012452,
|
224 |
-
0.007893096923828126,
|
225 |
-
0.007757896900177002,
|
226 |
-
0.007316938877105713
|
227 |
]
|
228 |
},
|
229 |
"throughput": {
|
230 |
"unit": "tokens/s",
|
231 |
-
"value":
|
232 |
},
|
233 |
"energy": null,
|
234 |
"efficiency": null
|
@@ -236,97 +224,85 @@
|
|
236 |
"decode": {
|
237 |
"memory": {
|
238 |
"unit": "MB",
|
239 |
-
"max_ram":
|
240 |
"max_global_vram": 68702.69952,
|
241 |
-
"max_process_vram":
|
242 |
"max_reserved": 725.614592,
|
243 |
"max_allocated": 513.259008
|
244 |
},
|
245 |
"latency": {
|
246 |
"unit": "s",
|
247 |
-
"count":
|
248 |
-
"total": 0.
|
249 |
-
"mean": 0.
|
250 |
-
"stdev": 0.
|
251 |
-
"p50": 0.
|
252 |
-
"p90": 0.
|
253 |
-
"p95": 0.
|
254 |
-
"p99": 0.
|
255 |
"values": [
|
256 |
-
0.
|
257 |
-
0.
|
258 |
-
0.
|
259 |
-
0.
|
260 |
-
0.
|
261 |
-
0.
|
262 |
-
0.
|
263 |
-
0.
|
264 |
-
0.
|
265 |
-
0.
|
266 |
-
0.
|
267 |
-
0.
|
268 |
-
0.
|
269 |
-
0.
|
270 |
-
0.
|
271 |
-
0.
|
272 |
-
0.
|
273 |
-
0.
|
274 |
-
0.
|
275 |
-
0.
|
276 |
-
0.
|
277 |
-
0.
|
278 |
-
0.
|
279 |
-
0.
|
280 |
-
0.
|
281 |
-
0.
|
282 |
-
0.
|
283 |
-
0.
|
284 |
-
0.
|
285 |
-
0.
|
286 |
-
0.
|
287 |
-
0.
|
288 |
-
0.
|
289 |
-
0.
|
290 |
-
0.
|
291 |
-
0.
|
292 |
-
0.
|
293 |
-
0.
|
294 |
-
0.
|
295 |
-
0.
|
296 |
-
0.
|
297 |
-
0.
|
298 |
-
0.
|
299 |
-
0.
|
300 |
-
0.
|
301 |
-
0.
|
302 |
-
0.
|
303 |
-
0.
|
304 |
-
0.
|
305 |
-
0.
|
306 |
-
0.
|
307 |
-
0.
|
308 |
-
0.
|
309 |
-
0.
|
310 |
-
0.
|
311 |
-
0.
|
312 |
-
0.
|
313 |
-
0.007280939102172852,
|
314 |
-
0.007265738964080811,
|
315 |
-
0.007248939037322998,
|
316 |
-
0.00727773904800415,
|
317 |
-
0.007419019222259521,
|
318 |
-
0.007273098945617676,
|
319 |
-
0.00817341709136963,
|
320 |
-
0.007796936988830566,
|
321 |
-
0.008219016075134278,
|
322 |
-
0.00819101619720459,
|
323 |
-
0.0076074981689453125,
|
324 |
-
0.007581577777862549
|
325 |
]
|
326 |
},
|
327 |
"throughput": {
|
328 |
"unit": "tokens/s",
|
329 |
-
"value":
|
330 |
},
|
331 |
"energy": null,
|
332 |
"efficiency": null
|
@@ -335,89 +311,77 @@
|
|
335 |
"memory": null,
|
336 |
"latency": {
|
337 |
"unit": "s",
|
338 |
-
"count":
|
339 |
-
"total": 0.
|
340 |
-
"mean": 0.
|
341 |
-
"stdev": 0.
|
342 |
-
"p50": 0.
|
343 |
-
"p90": 0.
|
344 |
-
"p95": 0.
|
345 |
-
"p99": 0.
|
346 |
"values": [
|
347 |
-
0.
|
348 |
-
0.
|
349 |
-
0.
|
350 |
-
0.
|
351 |
-
0.
|
352 |
-
0.
|
353 |
-
0.
|
354 |
-
0.
|
355 |
-
0.
|
356 |
-
0.
|
357 |
-
0.
|
358 |
-
0.
|
359 |
-
0.
|
360 |
-
0.
|
361 |
-
0.
|
362 |
-
0.
|
363 |
-
0.
|
364 |
-
0.
|
365 |
-
0.
|
366 |
-
0.
|
367 |
-
0.
|
368 |
-
0.
|
369 |
-
0.
|
370 |
-
0.
|
371 |
-
0.
|
372 |
-
0.
|
373 |
-
0.
|
374 |
-
0.
|
375 |
-
0.
|
376 |
-
0.
|
377 |
-
0.
|
378 |
-
0.
|
379 |
-
0.
|
380 |
-
0.
|
381 |
-
0.
|
382 |
-
0.
|
383 |
-
0.
|
384 |
-
0.
|
385 |
-
0.
|
386 |
-
0.
|
387 |
-
0.
|
388 |
-
0.
|
389 |
-
0.
|
390 |
-
0.
|
391 |
-
0.
|
392 |
-
0.
|
393 |
-
0.
|
394 |
-
0.
|
395 |
-
0.
|
396 |
-
0.
|
397 |
-
0.
|
398 |
-
0.
|
399 |
-
0.
|
400 |
-
0.
|
401 |
-
0.
|
402 |
-
0.
|
403 |
-
0.
|
404 |
-
0.006819820880889892,
|
405 |
-
0.006799499988555908,
|
406 |
-
0.006780300140380859,
|
407 |
-
0.006805420875549317,
|
408 |
-
0.006919660091400146,
|
409 |
-
0.006789421081542969,
|
410 |
-
0.007657097816467285,
|
411 |
-
0.007335018157958984,
|
412 |
-
0.007716777801513672,
|
413 |
-
0.007658537864685059,
|
414 |
-
0.007151339054107666,
|
415 |
-
0.007123178958892822
|
416 |
]
|
417 |
},
|
418 |
"throughput": {
|
419 |
"unit": "tokens/s",
|
420 |
-
"value":
|
421 |
},
|
422 |
"energy": null,
|
423 |
"efficiency": null
|
|
|
3 |
"name": "cuda_inference_transformers_text-generation_openai-community/gpt2",
|
4 |
"backend": {
|
5 |
"name": "pytorch",
|
6 |
+
"version": "2.3.1+rocm5.7",
|
7 |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
"task": "text-generation",
|
9 |
"library": "transformers",
|
|
|
65 |
"name": "process",
|
66 |
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
67 |
"device_isolation": true,
|
68 |
+
"device_isolation_action": "warn",
|
69 |
"numactl": false,
|
70 |
"numactl_kwargs": {},
|
71 |
"start_method": "spawn"
|
|
|
103 |
"optimum_commit": null,
|
104 |
"timm_version": "1.0.9",
|
105 |
"timm_commit": null,
|
106 |
+
"peft_version": "0.12.0",
|
107 |
"peft_commit": null
|
108 |
}
|
109 |
},
|
|
|
111 |
"load": {
|
112 |
"memory": {
|
113 |
"unit": "MB",
|
114 |
+
"max_ram": 1043.099648,
|
115 |
"max_global_vram": 68702.69952,
|
116 |
+
"max_process_vram": 48876.969984,
|
117 |
"max_reserved": 725.614592,
|
118 |
"max_allocated": 666.338304
|
119 |
},
|
120 |
"latency": {
|
121 |
"unit": "s",
|
122 |
"count": 1,
|
123 |
+
"total": 9.068109375,
|
124 |
+
"mean": 9.068109375,
|
125 |
"stdev": 0.0,
|
126 |
+
"p50": 9.068109375,
|
127 |
+
"p90": 9.068109375,
|
128 |
+
"p95": 9.068109375,
|
129 |
+
"p99": 9.068109375,
|
130 |
"values": [
|
131 |
+
9.068109375
|
132 |
]
|
133 |
},
|
134 |
"throughput": null,
|
|
|
138 |
"prefill": {
|
139 |
"memory": {
|
140 |
"unit": "MB",
|
141 |
+
"max_ram": 1212.489728,
|
142 |
"max_global_vram": 68702.69952,
|
143 |
+
"max_process_vram": 305421.606912,
|
144 |
"max_reserved": 725.614592,
|
145 |
"max_allocated": 513.035264
|
146 |
},
|
147 |
"latency": {
|
148 |
"unit": "s",
|
149 |
+
"count": 57,
|
150 |
+
"total": 0.5197605667114258,
|
151 |
+
"mean": 0.009118606433533787,
|
152 |
+
"stdev": 0.00027779724684069766,
|
153 |
+
"p50": 0.009003491401672363,
|
154 |
+
"p90": 0.009581697273254395,
|
155 |
+
"p95": 0.009653889083862303,
|
156 |
+
"p99": 0.009892031784057616,
|
157 |
"values": [
|
158 |
+
0.009248451232910156,
|
159 |
+
0.009585729598999023,
|
160 |
+
0.009773569107055664,
|
161 |
+
0.009827967643737792,
|
162 |
+
0.009590209007263184,
|
163 |
+
0.009553568840026855,
|
164 |
+
0.00935548973083496,
|
165 |
+
0.00912269115447998,
|
166 |
+
0.009096611022949218,
|
167 |
+
0.009623969078063965,
|
168 |
+
0.009579009056091308,
|
169 |
+
0.009185409545898438,
|
170 |
+
0.009428290367126465,
|
171 |
+
0.009973567962646484,
|
172 |
+
0.00956748867034912,
|
173 |
+
0.009396129608154297,
|
174 |
+
0.008897411346435546,
|
175 |
+
0.008895811080932617,
|
176 |
+
0.008878211975097656,
|
177 |
+
0.008840130805969239,
|
178 |
+
0.008912291526794434,
|
179 |
+
0.008909730911254883,
|
180 |
+
0.008859331130981446,
|
181 |
+
0.00884957218170166,
|
182 |
+
0.008825571060180663,
|
183 |
+
0.008979331016540528,
|
184 |
+
0.009116451263427734,
|
185 |
+
0.009280449867248535,
|
186 |
+
0.009118210792541505,
|
187 |
+
0.00903165054321289,
|
188 |
+
0.009070530891418457,
|
189 |
+
0.009019170761108398,
|
190 |
+
0.00894317054748535,
|
191 |
+
0.00898669147491455,
|
192 |
+
0.008962051391601562,
|
193 |
+
0.009013091087341309,
|
194 |
+
0.008963971138000489,
|
195 |
+
0.009037410736083985,
|
196 |
+
0.0089972505569458,
|
197 |
+
0.008934210777282715,
|
198 |
+
0.008901251792907714,
|
199 |
+
0.008981890678405761,
|
200 |
+
0.008907491683959962,
|
201 |
+
0.009023812294006348,
|
202 |
+
0.009075970649719238,
|
203 |
+
0.009012290954589844,
|
204 |
+
0.009003491401672363,
|
205 |
+
0.008993890762329102,
|
206 |
+
0.008911011695861816,
|
207 |
+
0.008931811332702638,
|
208 |
+
0.008926371574401855,
|
209 |
+
0.009074689865112305,
|
210 |
+
0.008945252418518066,
|
211 |
+
0.008985410690307618,
|
212 |
+
0.00891037082672119,
|
213 |
+
0.008982851028442382,
|
214 |
+
0.00896285057067871
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
215 |
]
|
216 |
},
|
217 |
"throughput": {
|
218 |
"unit": "tokens/s",
|
219 |
+
"value": 219.33176023969799
|
220 |
},
|
221 |
"energy": null,
|
222 |
"efficiency": null
|
|
|
224 |
"decode": {
|
225 |
"memory": {
|
226 |
"unit": "MB",
|
227 |
+
"max_ram": 1212.489728,
|
228 |
"max_global_vram": 68702.69952,
|
229 |
+
"max_process_vram": 351104.3072,
|
230 |
"max_reserved": 725.614592,
|
231 |
"max_allocated": 513.259008
|
232 |
},
|
233 |
"latency": {
|
234 |
"unit": "s",
|
235 |
+
"count": 57,
|
236 |
+
"total": 0.49461217689514153,
|
237 |
+
"mean": 0.008677406612195467,
|
238 |
+
"stdev": 0.0007312430779314934,
|
239 |
+
"p50": 0.008449092864990234,
|
240 |
+
"p90": 0.009224449920654297,
|
241 |
+
"p95": 0.009311138343811035,
|
242 |
+
"p99": 0.011264949111938467,
|
243 |
"values": [
|
244 |
+
0.009040770530700683,
|
245 |
+
0.009085570335388184,
|
246 |
+
0.009404450416564942,
|
247 |
+
0.009218050003051757,
|
248 |
+
0.008848132133483887,
|
249 |
+
0.00904621124267578,
|
250 |
+
0.008612932205200196,
|
251 |
+
0.008524613380432129,
|
252 |
+
0.00857805347442627,
|
253 |
+
0.009287810325622559,
|
254 |
+
0.008750851631164552,
|
255 |
+
0.008654052734375,
|
256 |
+
0.009162370681762694,
|
257 |
+
0.009234049797058105,
|
258 |
+
0.013624916076660156,
|
259 |
+
0.00837949275970459,
|
260 |
+
0.008344453811645508,
|
261 |
+
0.008365572929382325,
|
262 |
+
0.008342053413391113,
|
263 |
+
0.008314373970031739,
|
264 |
+
0.008354533195495605,
|
265 |
+
0.008277254104614258,
|
266 |
+
0.008449092864990234,
|
267 |
+
0.008314693450927734,
|
268 |
+
0.008262054443359375,
|
269 |
+
0.008545573234558106,
|
270 |
+
0.008691652297973633,
|
271 |
+
0.0085513334274292,
|
272 |
+
0.00859469223022461,
|
273 |
+
0.008495492935180664,
|
274 |
+
0.008453252792358399,
|
275 |
+
0.008434372901916504,
|
276 |
+
0.008425413131713867,
|
277 |
+
0.008453892707824708,
|
278 |
+
0.008438053131103516,
|
279 |
+
0.00860621166229248,
|
280 |
+
0.008473732948303222,
|
281 |
+
0.008374213218688965,
|
282 |
+
0.008422372817993164,
|
283 |
+
0.008405094146728515,
|
284 |
+
0.008381572723388672,
|
285 |
+
0.008325252532958984,
|
286 |
+
0.008405733108520507,
|
287 |
+
0.009410689353942871,
|
288 |
+
0.008501893043518066,
|
289 |
+
0.008388933181762695,
|
290 |
+
0.008438693046569825,
|
291 |
+
0.008465252876281738,
|
292 |
+
0.009237250328063966,
|
293 |
+
0.008428933143615723,
|
294 |
+
0.008386372566223144,
|
295 |
+
0.00841277313232422,
|
296 |
+
0.008383333206176758,
|
297 |
+
0.008381252288818359,
|
298 |
+
0.008388772964477539,
|
299 |
+
0.008404453277587891,
|
300 |
+
0.008429252624511718
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
301 |
]
|
302 |
},
|
303 |
"throughput": {
|
304 |
"unit": "tokens/s",
|
305 |
+
"value": 115.24180491836955
|
306 |
},
|
307 |
"energy": null,
|
308 |
"efficiency": null
|
|
|
311 |
"memory": null,
|
312 |
"latency": {
|
313 |
"unit": "s",
|
314 |
+
"count": 57,
|
315 |
+
"total": 0.46329435205459585,
|
316 |
+
"mean": 0.00812797108867712,
|
317 |
+
"stdev": 0.0007052361671309729,
|
318 |
+
"p50": 0.007927495002746582,
|
319 |
+
"p90": 0.008537476539611816,
|
320 |
+
"p95": 0.00870790786743164,
|
321 |
+
"p99": 0.010679325065612784,
|
322 |
"values": [
|
323 |
+
0.008354852676391602,
|
324 |
+
0.008412933349609375,
|
325 |
+
0.008702531814575195,
|
326 |
+
0.00853005313873291,
|
327 |
+
0.008247333526611328,
|
328 |
+
0.008396292686462402,
|
329 |
+
0.008039653778076172,
|
330 |
+
0.007961413860321044,
|
331 |
+
0.008010375022888183,
|
332 |
+
0.008628131866455079,
|
333 |
+
0.008177253723144531,
|
334 |
+
0.008075814247131347,
|
335 |
+
0.008475652694702148,
|
336 |
+
0.008548611640930176,
|
337 |
+
0.01302011775970459,
|
338 |
+
0.00786589479446411,
|
339 |
+
0.007828135013580323,
|
340 |
+
0.007838375091552734,
|
341 |
+
0.007839334011077882,
|
342 |
+
0.007817574977874756,
|
343 |
+
0.007853254795074463,
|
344 |
+
0.007787014961242676,
|
345 |
+
0.007927655220031738,
|
346 |
+
0.007802215099334717,
|
347 |
+
0.007752776145935059,
|
348 |
+
0.007989734172821046,
|
349 |
+
0.008115814208984376,
|
350 |
+
0.008035015106201172,
|
351 |
+
0.008042054176330566,
|
352 |
+
0.007975014209747314,
|
353 |
+
0.007941414833068847,
|
354 |
+
0.00789821481704712,
|
355 |
+
0.007911174774169923,
|
356 |
+
0.007930534839630127,
|
357 |
+
0.007927334785461426,
|
358 |
+
0.008069414138793946,
|
359 |
+
0.007927495002746582,
|
360 |
+
0.007871974945068359,
|
361 |
+
0.00789981508255005,
|
362 |
+
0.007891815185546875,
|
363 |
+
0.007864614963531495,
|
364 |
+
0.007823494911193848,
|
365 |
+
0.007897573947906494,
|
366 |
+
0.008840130805969239,
|
367 |
+
0.007985733985900878,
|
368 |
+
0.007883493900299072,
|
369 |
+
0.007921733856201173,
|
370 |
+
0.007948934078216553,
|
371 |
+
0.008729412078857421,
|
372 |
+
0.007899974822998047,
|
373 |
+
0.007890374183654784,
|
374 |
+
0.007876935005187989,
|
375 |
+
0.007865734100341797,
|
376 |
+
0.007869254112243653,
|
377 |
+
0.007878855228424072,
|
378 |
+
0.007892775058746337,
|
379 |
+
0.00790525484085083
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
380 |
]
|
381 |
},
|
382 |
"throughput": {
|
383 |
"unit": "tokens/s",
|
384 |
+
"value": 123.03193368798712
|
385 |
},
|
386 |
"energy": null,
|
387 |
"efficiency": null
|