Commit
•
fa938ae
1
Parent(s):
de3bfbe
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
@@ -11,7 +11,7 @@
|
|
11 |
"model": "openai-community/gpt2",
|
12 |
"processor": "openai-community/gpt2",
|
13 |
"device": "cuda",
|
14 |
-
"device_ids": "
|
15 |
"seed": 42,
|
16 |
"inter_op_num_threads": null,
|
17 |
"intra_op_num_threads": null,
|
@@ -113,24 +113,24 @@
|
|
113 |
"load_model": {
|
114 |
"memory": {
|
115 |
"unit": "MB",
|
116 |
-
"max_ram":
|
117 |
"max_global_vram": 68702.69952,
|
118 |
-
"max_process_vram":
|
119 |
"max_reserved": 725.614592,
|
120 |
"max_allocated": 666.338304
|
121 |
},
|
122 |
"latency": {
|
123 |
"unit": "s",
|
124 |
"values": [
|
125 |
-
0.
|
126 |
],
|
127 |
"count": 1,
|
128 |
-
"total": 0.
|
129 |
-
"mean": 0.
|
130 |
-
"p50": 0.
|
131 |
-
"p90": 0.
|
132 |
-
"p95": 0.
|
133 |
-
"p99": 0.
|
134 |
"stdev": 0,
|
135 |
"stdev_": 0
|
136 |
},
|
@@ -141,86 +141,88 @@
|
|
141 |
"prefill": {
|
142 |
"memory": {
|
143 |
"unit": "MB",
|
144 |
-
"max_ram": 1287.
|
145 |
"max_global_vram": 68702.69952,
|
146 |
-
"max_process_vram":
|
147 |
"max_reserved": 731.906048,
|
148 |
"max_allocated": 529.219072
|
149 |
},
|
150 |
"latency": {
|
151 |
"unit": "s",
|
152 |
"values": [
|
153 |
-
0.
|
154 |
-
0.
|
155 |
-
0.
|
156 |
-
0.
|
157 |
-
0.
|
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 |
],
|
211 |
-
"count":
|
212 |
-
"total": 0.
|
213 |
-
"mean": 0.
|
214 |
-
"p50": 0.
|
215 |
-
"p90": 0.
|
216 |
-
"p95": 0.
|
217 |
-
"p99": 0.
|
218 |
-
"stdev": 0.
|
219 |
-
"stdev_":
|
220 |
},
|
221 |
"throughput": {
|
222 |
"unit": "samples/s",
|
223 |
-
"value":
|
224 |
},
|
225 |
"energy": null,
|
226 |
"efficiency": null
|
@@ -228,86 +230,88 @@
|
|
228 |
"decode": {
|
229 |
"memory": {
|
230 |
"unit": "MB",
|
231 |
-
"max_ram": 1287.
|
232 |
"max_global_vram": 68702.69952,
|
233 |
-
"max_process_vram":
|
234 |
"max_reserved": 731.906048,
|
235 |
"max_allocated": 529.219584
|
236 |
},
|
237 |
"latency": {
|
238 |
"unit": "s",
|
239 |
"values": [
|
240 |
-
0.
|
241 |
-
0.
|
242 |
-
0.
|
243 |
-
0.
|
244 |
-
0.
|
245 |
-
0.
|
246 |
-
0.
|
247 |
-
0.
|
248 |
-
0.
|
249 |
-
0.
|
250 |
-
0.
|
251 |
-
0.
|
252 |
-
0.
|
253 |
-
0.
|
254 |
-
0.
|
255 |
-
0.
|
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 |
],
|
298 |
-
"count":
|
299 |
-
"total": 0.
|
300 |
-
"mean": 0.
|
301 |
-
"p50": 0.
|
302 |
-
"p90": 0.
|
303 |
-
"p95": 0.
|
304 |
-
"p99": 0.
|
305 |
-
"stdev": 0.
|
306 |
-
"stdev_":
|
307 |
},
|
308 |
"throughput": {
|
309 |
"unit": "tokens/s",
|
310 |
-
"value":
|
311 |
},
|
312 |
"energy": null,
|
313 |
"efficiency": null
|
@@ -317,73 +321,75 @@
|
|
317 |
"latency": {
|
318 |
"unit": "s",
|
319 |
"values": [
|
320 |
-
0.
|
321 |
-
0.
|
322 |
-
0.
|
323 |
-
0.
|
324 |
-
0.
|
325 |
-
0.
|
326 |
-
0.
|
327 |
-
0.
|
328 |
-
0.
|
329 |
-
0.
|
330 |
-
0.
|
331 |
-
0.
|
332 |
-
0.
|
333 |
-
0.
|
334 |
-
0.
|
335 |
-
0.
|
336 |
-
0.
|
337 |
-
0.
|
338 |
-
0.
|
339 |
-
0.
|
340 |
-
0.
|
341 |
-
0.
|
342 |
-
0.
|
343 |
-
0.
|
344 |
-
0.
|
345 |
-
0.
|
346 |
-
0.
|
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 |
],
|
378 |
-
"count":
|
379 |
-
"total": 0.
|
380 |
-
"mean": 0.
|
381 |
-
"p50": 0.
|
382 |
-
"p90": 0.
|
383 |
-
"p95": 0.
|
384 |
-
"p99": 0.
|
385 |
-
"stdev": 0.
|
386 |
-
"stdev_":
|
387 |
},
|
388 |
"throughput": null,
|
389 |
"energy": null,
|
|
|
11 |
"model": "openai-community/gpt2",
|
12 |
"processor": "openai-community/gpt2",
|
13 |
"device": "cuda",
|
14 |
+
"device_ids": "5",
|
15 |
"seed": 42,
|
16 |
"inter_op_num_threads": null,
|
17 |
"intra_op_num_threads": null,
|
|
|
113 |
"load_model": {
|
114 |
"memory": {
|
115 |
"unit": "MB",
|
116 |
+
"max_ram": 1111.277568,
|
117 |
"max_global_vram": 68702.69952,
|
118 |
+
"max_process_vram": 4870.5536,
|
119 |
"max_reserved": 725.614592,
|
120 |
"max_allocated": 666.338304
|
121 |
},
|
122 |
"latency": {
|
123 |
"unit": "s",
|
124 |
"values": [
|
125 |
+
0.10175957489013672
|
126 |
],
|
127 |
"count": 1,
|
128 |
+
"total": 0.10175957489013672,
|
129 |
+
"mean": 0.10175957489013672,
|
130 |
+
"p50": 0.10175957489013672,
|
131 |
+
"p90": 0.10175957489013672,
|
132 |
+
"p95": 0.10175957489013672,
|
133 |
+
"p99": 0.10175957489013672,
|
134 |
"stdev": 0,
|
135 |
"stdev_": 0
|
136 |
},
|
|
|
141 |
"prefill": {
|
142 |
"memory": {
|
143 |
"unit": "MB",
|
144 |
+
"max_ram": 1287.634944,
|
145 |
"max_global_vram": 68702.69952,
|
146 |
+
"max_process_vram": 288668.012544,
|
147 |
"max_reserved": 731.906048,
|
148 |
"max_allocated": 529.219072
|
149 |
},
|
150 |
"latency": {
|
151 |
"unit": "s",
|
152 |
"values": [
|
153 |
+
0.008664951324462891,
|
154 |
+
0.008822710037231445,
|
155 |
+
0.008859991073608398,
|
156 |
+
0.008824790954589844,
|
157 |
+
0.008853111267089844,
|
158 |
+
0.008865429878234863,
|
159 |
+
0.00883359146118164,
|
160 |
+
0.008847190856933593,
|
161 |
+
0.00881135082244873,
|
162 |
+
0.00886238956451416,
|
163 |
+
0.008849591255187987,
|
164 |
+
0.008832950592041016,
|
165 |
+
0.008897910118103028,
|
166 |
+
0.009000470161437988,
|
167 |
+
0.008868310928344727,
|
168 |
+
0.008851990699768067,
|
169 |
+
0.008852311134338379,
|
170 |
+
0.008850391387939454,
|
171 |
+
0.010069910049438477,
|
172 |
+
0.009812629699707032,
|
173 |
+
0.009966230392456055,
|
174 |
+
0.00934766960144043,
|
175 |
+
0.009203029632568359,
|
176 |
+
0.009213910102844239,
|
177 |
+
0.00936991024017334,
|
178 |
+
0.009181909561157227,
|
179 |
+
0.009334389686584472,
|
180 |
+
0.008816149711608887,
|
181 |
+
0.008811190605163574,
|
182 |
+
0.00887839126586914,
|
183 |
+
0.0088663911819458,
|
184 |
+
0.00883390998840332,
|
185 |
+
0.008851030349731445,
|
186 |
+
0.00881455135345459,
|
187 |
+
0.008835190773010254,
|
188 |
+
0.008854870796203613,
|
189 |
+
0.008797109603881836,
|
190 |
+
0.008875031471252442,
|
191 |
+
0.008819670677185058,
|
192 |
+
0.00880703067779541,
|
193 |
+
0.008785590171813965,
|
194 |
+
0.008830071449279785,
|
195 |
+
0.008819351196289063,
|
196 |
+
0.00877535057067871,
|
197 |
+
0.008844149589538575,
|
198 |
+
0.00895327091217041,
|
199 |
+
0.008874071121215821,
|
200 |
+
0.008796630859375,
|
201 |
+
0.00886223030090332,
|
202 |
+
0.008823830604553223,
|
203 |
+
0.00882335090637207,
|
204 |
+
0.008789751052856445,
|
205 |
+
0.008816950798034668,
|
206 |
+
0.008834550857543946,
|
207 |
+
0.00881631088256836,
|
208 |
+
0.008813111305236817,
|
209 |
+
0.008876629829406738,
|
210 |
+
0.008813911437988282,
|
211 |
+
0.008799350738525391
|
212 |
],
|
213 |
+
"count": 59,
|
214 |
+
"total": 0.5273580055236815,
|
215 |
+
"mean": 0.008938271280062401,
|
216 |
+
"p50": 0.008847190856933593,
|
217 |
+
"p90": 0.009238006019592286,
|
218 |
+
"p95": 0.009414182186126706,
|
219 |
+
"p99": 0.010009775848388672,
|
220 |
+
"stdev": 0.0002741654662338081,
|
221 |
+
"stdev_": 3.0673209353732442
|
222 |
},
|
223 |
"throughput": {
|
224 |
"unit": "samples/s",
|
225 |
+
"value": 223.75691421015333
|
226 |
},
|
227 |
"energy": null,
|
228 |
"efficiency": null
|
|
|
230 |
"decode": {
|
231 |
"memory": {
|
232 |
"unit": "MB",
|
233 |
+
"max_ram": 1287.634944,
|
234 |
"max_global_vram": 68702.69952,
|
235 |
+
"max_process_vram": 290662.887424,
|
236 |
"max_reserved": 731.906048,
|
237 |
"max_allocated": 529.219584
|
238 |
},
|
239 |
"latency": {
|
240 |
"unit": "s",
|
241 |
"values": [
|
242 |
+
0.007864952087402344,
|
243 |
+
0.007965591907501221,
|
244 |
+
0.007992950916290284,
|
245 |
+
0.008289590835571289,
|
246 |
+
0.008021271705627442,
|
247 |
+
0.008043671607971191,
|
248 |
+
0.008045110702514648,
|
249 |
+
0.008041431427001953,
|
250 |
+
0.008019991874694824,
|
251 |
+
0.00802415180206299,
|
252 |
+
0.007994871139526367,
|
253 |
+
0.007982391834259034,
|
254 |
+
0.008049431800842286,
|
255 |
+
0.008035351753234863,
|
256 |
+
0.008027670860290527,
|
257 |
+
0.008147510528564453,
|
258 |
+
0.008088472366333008,
|
259 |
+
0.008592310905456544,
|
260 |
+
0.009084150314331055,
|
261 |
+
0.008877909660339356,
|
262 |
+
0.008832310676574707,
|
263 |
+
0.00825455093383789,
|
264 |
+
0.008308631896972656,
|
265 |
+
0.008335671424865722,
|
266 |
+
0.008306072235107423,
|
267 |
+
0.008532151222229004,
|
268 |
+
0.008324472427368165,
|
269 |
+
0.008069592475891113,
|
270 |
+
0.008135190963745117,
|
271 |
+
0.008025430679321289,
|
272 |
+
0.008023192405700683,
|
273 |
+
0.008102231979370118,
|
274 |
+
0.008065112113952637,
|
275 |
+
0.008118230819702149,
|
276 |
+
0.00803775119781494,
|
277 |
+
0.008028311729431152,
|
278 |
+
0.008062871932983398,
|
279 |
+
0.008071830749511719,
|
280 |
+
0.00804991054534912,
|
281 |
+
0.008055352210998535,
|
282 |
+
0.008011192321777343,
|
283 |
+
0.008175511360168457,
|
284 |
+
0.008075350761413575,
|
285 |
+
0.008029432296752929,
|
286 |
+
0.008043671607971191,
|
287 |
+
0.008031830787658692,
|
288 |
+
0.008102231025695801,
|
289 |
+
0.008058712005615235,
|
290 |
+
0.008006391525268554,
|
291 |
+
0.008032470703125,
|
292 |
+
0.00805647087097168,
|
293 |
+
0.007996471881866455,
|
294 |
+
0.008082071304321288,
|
295 |
+
0.008061430931091308,
|
296 |
+
0.008191511154174805,
|
297 |
+
0.008013431549072265,
|
298 |
+
0.008086711883544921,
|
299 |
+
0.008095511436462402,
|
300 |
+
0.008030550003051758
|
301 |
],
|
302 |
+
"count": 59,
|
303 |
+
"total": 0.4801086120605467,
|
304 |
+
"mean": 0.008137434102721133,
|
305 |
+
"p50": 0.00805647087097168,
|
306 |
+
"p90": 0.008326712226867676,
|
307 |
+
"p95": 0.008616310882568359,
|
308 |
+
"p99": 0.00896453073501587,
|
309 |
+
"stdev": 0.00022430162093936955,
|
310 |
+
"stdev_": 2.7564170487643493
|
311 |
},
|
312 |
"throughput": {
|
313 |
"unit": "tokens/s",
|
314 |
+
"value": 245.77771994874973
|
315 |
},
|
316 |
"energy": null,
|
317 |
"efficiency": null
|
|
|
321 |
"latency": {
|
322 |
"unit": "s",
|
323 |
"values": [
|
324 |
+
0.007375351905822754,
|
325 |
+
0.007409913063049316,
|
326 |
+
0.007393911838531494,
|
327 |
+
0.0076980719566345215,
|
328 |
+
0.00745247220993042,
|
329 |
+
0.007409913063049316,
|
330 |
+
0.007417431831359863,
|
331 |
+
0.007392632007598877,
|
332 |
+
0.007410391807556153,
|
333 |
+
0.007403673171997071,
|
334 |
+
0.007429912090301514,
|
335 |
+
0.007390071868896484,
|
336 |
+
0.007450391769409179,
|
337 |
+
0.007419672966003418,
|
338 |
+
0.007424952030181885,
|
339 |
+
0.007509751796722412,
|
340 |
+
0.007483672142028808,
|
341 |
+
0.007992631912231445,
|
342 |
+
0.008443190574645995,
|
343 |
+
0.00836703109741211,
|
344 |
+
0.008333431243896485,
|
345 |
+
0.007746871948242188,
|
346 |
+
0.007819511890411378,
|
347 |
+
0.007782392024993897,
|
348 |
+
0.007796951770782471,
|
349 |
+
0.007869751930236816,
|
350 |
+
0.007820151805877685,
|
351 |
+
0.007434873104095459,
|
352 |
+
0.007529911994934082,
|
353 |
+
0.007411511898040771,
|
354 |
+
0.007429431915283203,
|
355 |
+
0.007480472087860107,
|
356 |
+
0.007433913230895996,
|
357 |
+
0.00746719217300415,
|
358 |
+
0.007469272136688233,
|
359 |
+
0.007442552089691162,
|
360 |
+
0.007440793037414551,
|
361 |
+
0.007422071933746338,
|
362 |
+
0.007419191837310791,
|
363 |
+
0.007409912109375,
|
364 |
+
0.0074217529296875,
|
365 |
+
0.007515511989593506,
|
366 |
+
0.007424632072448731,
|
367 |
+
0.007423192024230957,
|
368 |
+
0.007424633026123047,
|
369 |
+
0.007422552108764648,
|
370 |
+
0.007444952011108398,
|
371 |
+
0.007426871776580811,
|
372 |
+
0.0074097528457641604,
|
373 |
+
0.007420792102813721,
|
374 |
+
0.007409111976623535,
|
375 |
+
0.007381752014160157,
|
376 |
+
0.00746287202835083,
|
377 |
+
0.007406712055206299,
|
378 |
+
0.0075244722366333006,
|
379 |
+
0.007403992176055908,
|
380 |
+
0.0074641528129577635,
|
381 |
+
0.007442071914672852,
|
382 |
+
0.007428791999816895
|
383 |
],
|
384 |
+
"count": 59,
|
385 |
+
"total": 0.44449377536773677,
|
386 |
+
"mean": 0.007533792802842996,
|
387 |
+
"p50": 0.007429912090301514,
|
388 |
+
"p90": 0.00781963987350464,
|
389 |
+
"p95": 0.008026711845397947,
|
390 |
+
"p99": 0.008399018077850342,
|
391 |
+
"stdev": 0.00023970408344508326,
|
392 |
+
"stdev_": 3.1817185542271234
|
393 |
},
|
394 |
"throughput": null,
|
395 |
"energy": null,
|