Commit
•
37b75d1
1
Parent(s):
71fb72e
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,
|
@@ -80,10 +80,17 @@
|
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.12",
|
82 |
"gpu": [
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
83 |
"Advanced Micro Devices, Inc. [AMD/ATI]"
|
84 |
],
|
85 |
-
"gpu_count":
|
86 |
-
"gpu_vram_mb":
|
87 |
"optimum_benchmark_version": "0.4.0",
|
88 |
"optimum_benchmark_commit": null,
|
89 |
"transformers_version": "4.44.2",
|
@@ -104,24 +111,24 @@
|
|
104 |
"load": {
|
105 |
"memory": {
|
106 |
"unit": "MB",
|
107 |
-
"max_ram":
|
108 |
"max_global_vram": 1011.740672,
|
109 |
-
"max_process_vram":
|
110 |
"max_reserved": 725.614592,
|
111 |
"max_allocated": 666.338304
|
112 |
},
|
113 |
"latency": {
|
114 |
"unit": "s",
|
115 |
"count": 1,
|
116 |
-
"total": 7.
|
117 |
-
"mean": 7.
|
118 |
"stdev": 0.0,
|
119 |
-
"p50": 7.
|
120 |
-
"p90": 7.
|
121 |
-
"p95": 7.
|
122 |
-
"p99": 7.
|
123 |
"values": [
|
124 |
-
7.
|
125 |
]
|
126 |
},
|
127 |
"throughput": null,
|
@@ -131,92 +138,91 @@
|
|
131 |
"prefill": {
|
132 |
"memory": {
|
133 |
"unit": "MB",
|
134 |
-
"max_ram":
|
135 |
-
"max_global_vram": 1106.
|
136 |
-
"max_process_vram":
|
137 |
"max_reserved": 725.614592,
|
138 |
"max_allocated": 513.035264
|
139 |
},
|
140 |
"latency": {
|
141 |
"unit": "s",
|
142 |
-
"count":
|
143 |
-
"total": 0.
|
144 |
-
"mean": 0.
|
145 |
-
"stdev": 0.
|
146 |
-
"p50": 0.
|
147 |
-
"p90": 0.
|
148 |
-
"p95": 0.
|
149 |
-
"p99": 0.
|
150 |
"values": [
|
151 |
-
0.
|
152 |
-
0.
|
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 |
-
0.
|
211 |
-
0.
|
212 |
-
0.
|
213 |
-
0.
|
214 |
-
0.007745100021362305
|
215 |
]
|
216 |
},
|
217 |
"throughput": {
|
218 |
"unit": "tokens/s",
|
219 |
-
"value":
|
220 |
},
|
221 |
"energy": null,
|
222 |
"efficiency": null
|
@@ -224,92 +230,91 @@
|
|
224 |
"decode": {
|
225 |
"memory": {
|
226 |
"unit": "MB",
|
227 |
-
"max_ram":
|
228 |
-
"max_global_vram": 1107.
|
229 |
-
"max_process_vram":
|
230 |
"max_reserved": 725.614592,
|
231 |
"max_allocated": 513.259008
|
232 |
},
|
233 |
"latency": {
|
234 |
"unit": "s",
|
235 |
-
"count":
|
236 |
-
"total": 0.
|
237 |
-
"mean": 0.
|
238 |
-
"stdev": 0.
|
239 |
-
"p50": 0.
|
240 |
-
"p90": 0.
|
241 |
-
"p95": 0.
|
242 |
-
"p99": 0.
|
243 |
"values": [
|
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 |
-
0.
|
298 |
-
0.
|
299 |
-
0.
|
300 |
-
0.
|
301 |
-
0.
|
302 |
-
0.
|
303 |
-
0.
|
304 |
-
0.
|
305 |
-
0.
|
306 |
-
0.
|
307 |
-
0.007393739223480225
|
308 |
]
|
309 |
},
|
310 |
"throughput": {
|
311 |
"unit": "tokens/s",
|
312 |
-
"value":
|
313 |
},
|
314 |
"energy": null,
|
315 |
"efficiency": null
|
@@ -318,84 +323,83 @@
|
|
318 |
"memory": null,
|
319 |
"latency": {
|
320 |
"unit": "s",
|
321 |
-
"count":
|
322 |
-
"total": 0.
|
323 |
-
"mean": 0.
|
324 |
-
"stdev": 0.
|
325 |
-
"p50": 0.
|
326 |
-
"p90": 0.
|
327 |
-
"p95": 0.
|
328 |
-
"p99": 0.
|
329 |
"values": [
|
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 |
-
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 |
-
0.006876461982727051
|
394 |
]
|
395 |
},
|
396 |
"throughput": {
|
397 |
"unit": "tokens/s",
|
398 |
-
"value":
|
399 |
},
|
400 |
"energy": null,
|
401 |
"efficiency": null
|
|
|
11 |
"model": "openai-community/gpt2",
|
12 |
"processor": "openai-community/gpt2",
|
13 |
"device": "cuda",
|
14 |
+
"device_ids": "4",
|
15 |
"seed": 42,
|
16 |
"inter_op_num_threads": null,
|
17 |
"intra_op_num_threads": null,
|
|
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.12",
|
82 |
"gpu": [
|
83 |
+
"Advanced Micro Devices, Inc. [AMD/ATI]",
|
84 |
+
"Advanced Micro Devices, Inc. [AMD/ATI]",
|
85 |
+
"Advanced Micro Devices, Inc. [AMD/ATI]",
|
86 |
+
"Advanced Micro Devices, Inc. [AMD/ATI]",
|
87 |
+
"Advanced Micro Devices, Inc. [AMD/ATI]",
|
88 |
+
"Advanced Micro Devices, Inc. [AMD/ATI]",
|
89 |
+
"Advanced Micro Devices, Inc. [AMD/ATI]",
|
90 |
"Advanced Micro Devices, Inc. [AMD/ATI]"
|
91 |
],
|
92 |
+
"gpu_count": 8,
|
93 |
+
"gpu_vram_mb": 549621596160,
|
94 |
"optimum_benchmark_version": "0.4.0",
|
95 |
"optimum_benchmark_commit": null,
|
96 |
"transformers_version": "4.44.2",
|
|
|
111 |
"load": {
|
112 |
"memory": {
|
113 |
"unit": "MB",
|
114 |
+
"max_ram": 907.706368,
|
115 |
"max_global_vram": 1011.740672,
|
116 |
+
"max_process_vram": 43179.13088,
|
117 |
"max_reserved": 725.614592,
|
118 |
"max_allocated": 666.338304
|
119 |
},
|
120 |
"latency": {
|
121 |
"unit": "s",
|
122 |
"count": 1,
|
123 |
+
"total": 7.104685546875,
|
124 |
+
"mean": 7.104685546875,
|
125 |
"stdev": 0.0,
|
126 |
+
"p50": 7.104685546875,
|
127 |
+
"p90": 7.104685546875,
|
128 |
+
"p95": 7.104685546875,
|
129 |
+
"p99": 7.104685546875,
|
130 |
"values": [
|
131 |
+
7.104685546875
|
132 |
]
|
133 |
},
|
134 |
"throughput": null,
|
|
|
138 |
"prefill": {
|
139 |
"memory": {
|
140 |
"unit": "MB",
|
141 |
+
"max_ram": 1063.145472,
|
142 |
+
"max_global_vram": 1106.132992,
|
143 |
+
"max_process_vram": 237889.536,
|
144 |
"max_reserved": 725.614592,
|
145 |
"max_allocated": 513.035264
|
146 |
},
|
147 |
"latency": {
|
148 |
"unit": "s",
|
149 |
+
"count": 63,
|
150 |
+
"total": 0.512163779735565,
|
151 |
+
"mean": 0.008129583805326432,
|
152 |
+
"stdev": 0.00043831295712660405,
|
153 |
+
"p50": 0.007857417106628418,
|
154 |
+
"p90": 0.008851461601257325,
|
155 |
+
"p95": 0.008918885898590087,
|
156 |
+
"p99": 0.0090064155960083,
|
157 |
"values": [
|
158 |
+
0.008145575523376464,
|
159 |
+
0.007965096950531006,
|
160 |
+
0.007798057079315185,
|
161 |
+
0.00780877685546875,
|
162 |
+
0.00775613784790039,
|
163 |
+
0.007747657775878906,
|
164 |
+
0.007788456916809082,
|
165 |
+
0.007812296867370606,
|
166 |
+
0.009088454246520996,
|
167 |
+
0.007963497161865235,
|
168 |
+
0.00800413703918457,
|
169 |
+
0.008703815460205077,
|
170 |
+
0.008940613746643067,
|
171 |
+
0.008923173904418946,
|
172 |
+
0.00838605499267578,
|
173 |
+
0.008880293846130372,
|
174 |
+
0.00882349395751953,
|
175 |
+
0.008781893730163574,
|
176 |
+
0.008781253814697266,
|
177 |
+
0.0088108549118042,
|
178 |
+
0.008811814308166504,
|
179 |
+
0.008845093727111817,
|
180 |
+
0.008852293968200683,
|
181 |
+
0.008849413871765136,
|
182 |
+
0.008851973533630372,
|
183 |
+
0.008568135261535645,
|
184 |
+
0.008129416465759277,
|
185 |
+
0.007815496921539307,
|
186 |
+
0.00785837697982788,
|
187 |
+
0.007824137210845947,
|
188 |
+
0.007803176879882813,
|
189 |
+
0.00784093713760376,
|
190 |
+
0.007833897113800049,
|
191 |
+
0.007833577156066895,
|
192 |
+
0.0078660569190979,
|
193 |
+
0.007836297035217285,
|
194 |
+
0.007892615795135498,
|
195 |
+
0.007875977039337158,
|
196 |
+
0.007857417106628418,
|
197 |
+
0.00784205722808838,
|
198 |
+
0.007867337226867676,
|
199 |
+
0.00783933687210083,
|
200 |
+
0.007924456119537354,
|
201 |
+
0.007791976928710937,
|
202 |
+
0.00845389461517334,
|
203 |
+
0.008956133842468262,
|
204 |
+
0.008199015617370605,
|
205 |
+
0.008050855636596679,
|
206 |
+
0.007817417144775391,
|
207 |
+
0.00783277702331543,
|
208 |
+
0.007813897132873535,
|
209 |
+
0.007846537113189698,
|
210 |
+
0.007837577819824219,
|
211 |
+
0.007817576885223389,
|
212 |
+
0.007821257114410401,
|
213 |
+
0.007841577053070068,
|
214 |
+
0.0078063769340515135,
|
215 |
+
0.007807177066802978,
|
216 |
+
0.007798216819763184,
|
217 |
+
0.00783933687210083,
|
218 |
+
0.007796778202056885,
|
219 |
+
0.007805578231811524,
|
220 |
+
0.0078009371757507325
|
|
|
221 |
]
|
222 |
},
|
223 |
"throughput": {
|
224 |
"unit": "tokens/s",
|
225 |
+
"value": 246.0150541396249
|
226 |
},
|
227 |
"energy": null,
|
228 |
"efficiency": null
|
|
|
230 |
"decode": {
|
231 |
"memory": {
|
232 |
"unit": "MB",
|
233 |
+
"max_ram": 1063.305216,
|
234 |
+
"max_global_vram": 1107.521536,
|
235 |
+
"max_process_vram": 291736.625152,
|
236 |
"max_reserved": 725.614592,
|
237 |
"max_allocated": 513.259008
|
238 |
},
|
239 |
"latency": {
|
240 |
"unit": "s",
|
241 |
+
"count": 63,
|
242 |
+
"total": 0.5005634908676149,
|
243 |
+
"mean": 0.007945452235993885,
|
244 |
+
"stdev": 0.0015673083963854235,
|
245 |
+
"p50": 0.007547338008880616,
|
246 |
+
"p90": 0.008412839317321777,
|
247 |
+
"p95": 0.008486776065826415,
|
248 |
+
"p99": 0.01289519016265872,
|
249 |
"values": [
|
250 |
+
0.007494537830352783,
|
251 |
+
0.007361258029937744,
|
252 |
+
0.007389739036560059,
|
253 |
+
0.007322058200836181,
|
254 |
+
0.007273898124694824,
|
255 |
+
0.007345258235931396,
|
256 |
+
0.007331658840179443,
|
257 |
+
0.019939460754394532,
|
258 |
+
0.007729416847229004,
|
259 |
+
0.007661256790161133,
|
260 |
+
0.0080420560836792,
|
261 |
+
0.007949575901031495,
|
262 |
+
0.008189576148986816,
|
263 |
+
0.007870216846466065,
|
264 |
+
0.008359335899353027,
|
265 |
+
0.008419816017150878,
|
266 |
+
0.008525574684143066,
|
267 |
+
0.008343175888061523,
|
268 |
+
0.008334535598754883,
|
269 |
+
0.008437094688415527,
|
270 |
+
0.008415175437927245,
|
271 |
+
0.00849229621887207,
|
272 |
+
0.008577733993530274,
|
273 |
+
0.008397895812988282,
|
274 |
+
0.008403494834899902,
|
275 |
+
0.007952297210693359,
|
276 |
+
0.007659337043762207,
|
277 |
+
0.007547338008880616,
|
278 |
+
0.007520617961883545,
|
279 |
+
0.007493257999420166,
|
280 |
+
0.007533257961273194,
|
281 |
+
0.007530218124389649,
|
282 |
+
0.007547177791595459,
|
283 |
+
0.007508458137512207,
|
284 |
+
0.007510858058929443,
|
285 |
+
0.00764701795578003,
|
286 |
+
0.0075271778106689455,
|
287 |
+
0.007507977962493896,
|
288 |
+
0.0075102181434631345,
|
289 |
+
0.007531177997589111,
|
290 |
+
0.007488617897033692,
|
291 |
+
0.007544938087463379,
|
292 |
+
0.007557578086853027,
|
293 |
+
0.007759657859802246,
|
294 |
+
0.008356454849243165,
|
295 |
+
0.008026217460632324,
|
296 |
+
0.007955496788024902,
|
297 |
+
0.007512777805328369,
|
298 |
+
0.0076454181671142575,
|
299 |
+
0.00759677791595459,
|
300 |
+
0.007476138114929199,
|
301 |
+
0.007603017807006836,
|
302 |
+
0.007486537933349609,
|
303 |
+
0.007521738052368164,
|
304 |
+
0.007653097152709961,
|
305 |
+
0.007533098220825195,
|
306 |
+
0.007522058010101318,
|
307 |
+
0.0075346980094909664,
|
308 |
+
0.00750509786605835,
|
309 |
+
0.007469738960266113,
|
310 |
+
0.0075342168807983395,
|
311 |
+
0.007609736919403076,
|
312 |
+
0.0075378971099853516
|
|
|
313 |
]
|
314 |
},
|
315 |
"throughput": {
|
316 |
"unit": "tokens/s",
|
317 |
+
"value": 125.8581601522788
|
318 |
},
|
319 |
"energy": null,
|
320 |
"efficiency": null
|
|
|
323 |
"memory": null,
|
324 |
"latency": {
|
325 |
"unit": "s",
|
326 |
+
"count": 63,
|
327 |
+
"total": 0.4668338370323182,
|
328 |
+
"mean": 0.007410060905274891,
|
329 |
+
"stdev": 0.0015734764179776296,
|
330 |
+
"p50": 0.007015659809112549,
|
331 |
+
"p90": 0.00786151304244995,
|
332 |
+
"p95": 0.00790664916038513,
|
333 |
+
"p99": 0.01236965341567996,
|
334 |
"values": [
|
335 |
+
0.007026380062103272,
|
336 |
+
0.006887499809265137,
|
337 |
+
0.006904139995574952,
|
338 |
+
0.00685565996170044,
|
339 |
+
0.006837419986724854,
|
340 |
+
0.006878058910369873,
|
341 |
+
0.006891019821166992,
|
342 |
+
0.01947354316711426,
|
343 |
+
0.007241737842559814,
|
344 |
+
0.007189259052276611,
|
345 |
+
0.007543337821960449,
|
346 |
+
0.007427177906036377,
|
347 |
+
0.00759453821182251,
|
348 |
+
0.00730029821395874,
|
349 |
+
0.007834537029266357,
|
350 |
+
0.007861577033996581,
|
351 |
+
0.007911177158355712,
|
352 |
+
0.007814056873321533,
|
353 |
+
0.007793736934661865,
|
354 |
+
0.007861896991729737,
|
355 |
+
0.007865897178649902,
|
356 |
+
0.007919336795806885,
|
357 |
+
0.008015656471252441,
|
358 |
+
0.007859336853027343,
|
359 |
+
0.007861257076263428,
|
360 |
+
0.007407658100128174,
|
361 |
+
0.007100139141082764,
|
362 |
+
0.006993579864501953,
|
363 |
+
0.0069500598907470705,
|
364 |
+
0.006972939968109131,
|
365 |
+
0.006968780040740967,
|
366 |
+
0.0069524598121643065,
|
367 |
+
0.00700190019607544,
|
368 |
+
0.006953420162200928,
|
369 |
+
0.006955979824066162,
|
370 |
+
0.007107819080352783,
|
371 |
+
0.0069966201782226565,
|
372 |
+
0.006994219779968261,
|
373 |
+
0.006991340160369873,
|
374 |
+
0.007019979953765869,
|
375 |
+
0.006991979122161865,
|
376 |
+
0.006987658977508545,
|
377 |
+
0.0070258998870849606,
|
378 |
+
0.007183019161224365,
|
379 |
+
0.007830856800079345,
|
380 |
+
0.007543498039245605,
|
381 |
+
0.007428459167480469,
|
382 |
+
0.006957260131835938,
|
383 |
+
0.007084459781646729,
|
384 |
+
0.007015659809112549,
|
385 |
+
0.006978058815002441,
|
386 |
+
0.006992778778076172,
|
387 |
+
0.006943179130554199,
|
388 |
+
0.006950859069824219,
|
389 |
+
0.007112779140472412,
|
390 |
+
0.006980939865112305,
|
391 |
+
0.006942860126495361,
|
392 |
+
0.006972300052642822,
|
393 |
+
0.006941100120544433,
|
394 |
+
0.006916619777679443,
|
395 |
+
0.006968459129333496,
|
396 |
+
0.0071014189720153805,
|
397 |
+
0.006968299865722657
|
|
|
398 |
]
|
399 |
},
|
400 |
"throughput": {
|
401 |
"unit": "tokens/s",
|
402 |
+
"value": 134.9516573187873
|
403 |
},
|
404 |
"energy": null,
|
405 |
"efficiency": null
|