Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
Browse files
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json
CHANGED
@@ -76,11 +76,11 @@
|
|
76 |
"cpu_ram_mb": 16757.342208,
|
77 |
"system": "Linux",
|
78 |
"machine": "x86_64",
|
79 |
-
"platform": "Linux-6.5.0-
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.14",
|
82 |
"optimum_benchmark_version": "0.3.1",
|
83 |
-
"optimum_benchmark_commit": "
|
84 |
"transformers_version": "4.43.1",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.33.0",
|
@@ -99,7 +99,7 @@
|
|
99 |
"load": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
-
"max_ram":
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
@@ -108,31 +108,31 @@
|
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
"count": 1,
|
111 |
-
"total": 4.
|
112 |
-
"mean": 4.
|
113 |
"stdev": 0.0,
|
114 |
-
"p50": 4.
|
115 |
-
"p90": 4.
|
116 |
-
"p95": 4.
|
117 |
-
"p99": 4.
|
118 |
"values": [
|
119 |
-
4.
|
120 |
]
|
121 |
},
|
122 |
"throughput": null,
|
123 |
"energy": {
|
124 |
"unit": "kWh",
|
125 |
-
"cpu": 6.
|
126 |
-
"ram": 2.
|
127 |
"gpu": 0,
|
128 |
-
"total": 7.
|
129 |
},
|
130 |
"efficiency": null
|
131 |
},
|
132 |
"prefill": {
|
133 |
"memory": {
|
134 |
"unit": "MB",
|
135 |
-
"max_ram":
|
136 |
"max_global_vram": null,
|
137 |
"max_process_vram": null,
|
138 |
"max_reserved": null,
|
@@ -140,51 +140,52 @@
|
|
140 |
},
|
141 |
"latency": {
|
142 |
"unit": "s",
|
143 |
-
"count":
|
144 |
-
"total": 0.
|
145 |
-
"mean": 0.
|
146 |
-
"stdev": 0.
|
147 |
-
"p50": 0.
|
148 |
-
"p90": 0.
|
149 |
-
"p95": 0.
|
150 |
-
"p99": 0.
|
151 |
"values": [
|
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 |
]
|
167 |
},
|
168 |
"throughput": {
|
169 |
"unit": "tokens/s",
|
170 |
-
"value":
|
171 |
},
|
172 |
"energy": {
|
173 |
"unit": "kWh",
|
174 |
-
"cpu": 1.
|
175 |
-
"ram":
|
176 |
"gpu": 0.0,
|
177 |
-
"total": 1.
|
178 |
},
|
179 |
"efficiency": {
|
180 |
"unit": "tokens/kWh",
|
181 |
-
"value":
|
182 |
}
|
183 |
},
|
184 |
"decode": {
|
185 |
"memory": {
|
186 |
"unit": "MB",
|
187 |
-
"max_ram":
|
188 |
"max_global_vram": null,
|
189 |
"max_process_vram": null,
|
190 |
"max_reserved": null,
|
@@ -192,79 +193,81 @@
|
|
192 |
},
|
193 |
"latency": {
|
194 |
"unit": "s",
|
195 |
-
"count":
|
196 |
-
"total": 0.
|
197 |
-
"mean": 0.
|
198 |
-
"stdev": 0.
|
199 |
-
"p50": 0.
|
200 |
-
"p90": 0.
|
201 |
-
"p95": 0.
|
202 |
-
"p99": 0.
|
203 |
"values": [
|
204 |
-
0.
|
205 |
-
0.
|
206 |
-
0.
|
207 |
-
0.
|
208 |
-
0.
|
209 |
-
0.
|
210 |
-
0.
|
211 |
-
0.
|
212 |
-
0.
|
213 |
-
0.
|
214 |
-
0.
|
215 |
-
0.
|
216 |
-
0.
|
217 |
-
0.
|
|
|
218 |
]
|
219 |
},
|
220 |
"throughput": {
|
221 |
"unit": "tokens/s",
|
222 |
-
"value":
|
223 |
},
|
224 |
"energy": {
|
225 |
"unit": "kWh",
|
226 |
-
"cpu":
|
227 |
-
"ram":
|
228 |
"gpu": 0.0,
|
229 |
-
"total":
|
230 |
},
|
231 |
"efficiency": {
|
232 |
"unit": "tokens/kWh",
|
233 |
-
"value":
|
234 |
}
|
235 |
},
|
236 |
"per_token": {
|
237 |
"memory": null,
|
238 |
"latency": {
|
239 |
"unit": "s",
|
240 |
-
"count":
|
241 |
-
"total": 0.
|
242 |
-
"mean": 0.
|
243 |
-
"stdev": 0.
|
244 |
-
"p50": 0.
|
245 |
-
"p90": 0.
|
246 |
-
"p95": 0.
|
247 |
-
"p99": 0.
|
248 |
"values": [
|
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 |
]
|
264 |
},
|
265 |
"throughput": {
|
266 |
"unit": "tokens/s",
|
267 |
-
"value":
|
268 |
},
|
269 |
"energy": null,
|
270 |
"efficiency": null
|
|
|
76 |
"cpu_ram_mb": 16757.342208,
|
77 |
"system": "Linux",
|
78 |
"machine": "x86_64",
|
79 |
+
"platform": "Linux-6.5.0-1024-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.14",
|
82 |
"optimum_benchmark_version": "0.3.1",
|
83 |
+
"optimum_benchmark_commit": "d4e01cd53c797cc9529d2651b70bdedc97c316bb",
|
84 |
"transformers_version": "4.43.1",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.33.0",
|
|
|
99 |
"load": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
+
"max_ram": 1109.794816,
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
|
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
"count": 1,
|
111 |
+
"total": 4.812619962000042,
|
112 |
+
"mean": 4.812619962000042,
|
113 |
"stdev": 0.0,
|
114 |
+
"p50": 4.812619962000042,
|
115 |
+
"p90": 4.812619962000042,
|
116 |
+
"p95": 4.812619962000042,
|
117 |
+
"p99": 4.812619962000042,
|
118 |
"values": [
|
119 |
+
4.812619962000042
|
120 |
]
|
121 |
},
|
122 |
"throughput": null,
|
123 |
"energy": {
|
124 |
"unit": "kWh",
|
125 |
+
"cpu": 6.757532093260024e-05,
|
126 |
+
"ram": 2.8244591433485764e-06,
|
127 |
"gpu": 0,
|
128 |
+
"total": 7.039978007594881e-05
|
129 |
},
|
130 |
"efficiency": null
|
131 |
},
|
132 |
"prefill": {
|
133 |
"memory": {
|
134 |
"unit": "MB",
|
135 |
+
"max_ram": 963.526656,
|
136 |
"max_global_vram": null,
|
137 |
"max_process_vram": null,
|
138 |
"max_reserved": null,
|
|
|
140 |
},
|
141 |
"latency": {
|
142 |
"unit": "s",
|
143 |
+
"count": 15,
|
144 |
+
"total": 0.6635341539998763,
|
145 |
+
"mean": 0.04423561026665842,
|
146 |
+
"stdev": 0.002570944066759592,
|
147 |
+
"p50": 0.04457042899997532,
|
148 |
+
"p90": 0.04692070099998773,
|
149 |
+
"p95": 0.047219482699966876,
|
150 |
+
"p99": 0.04771555253995416,
|
151 |
"values": [
|
152 |
+
0.044422801999985495,
|
153 |
+
0.046862449999991895,
|
154 |
+
0.046871156000008796,
|
155 |
+
0.04549594200000229,
|
156 |
+
0.04783956999995098,
|
157 |
+
0.04669019800002161,
|
158 |
+
0.04603526199997532,
|
159 |
+
0.046953730999973686,
|
160 |
+
0.04144962499998428,
|
161 |
+
0.04202913000000308,
|
162 |
+
0.041764394000040284,
|
163 |
+
0.04157811499999298,
|
164 |
+
0.04457042899997532,
|
165 |
+
0.04047171399997751,
|
166 |
+
0.040499635999992734
|
167 |
]
|
168 |
},
|
169 |
"throughput": {
|
170 |
"unit": "tokens/s",
|
171 |
+
"value": 45.21244282476768
|
172 |
},
|
173 |
"energy": {
|
174 |
"unit": "kWh",
|
175 |
+
"cpu": 1.6068699624803332e-06,
|
176 |
+
"ram": 6.715380672076208e-08,
|
177 |
"gpu": 0.0,
|
178 |
+
"total": 1.6740237692010953e-06
|
179 |
},
|
180 |
"efficiency": {
|
181 |
"unit": "tokens/kWh",
|
182 |
+
"value": 1194726.1662565714
|
183 |
}
|
184 |
},
|
185 |
"decode": {
|
186 |
"memory": {
|
187 |
"unit": "MB",
|
188 |
+
"max_ram": 964.313088,
|
189 |
"max_global_vram": null,
|
190 |
"max_process_vram": null,
|
191 |
"max_reserved": null,
|
|
|
193 |
},
|
194 |
"latency": {
|
195 |
"unit": "s",
|
196 |
+
"count": 15,
|
197 |
+
"total": 0.4012356170000544,
|
198 |
+
"mean": 0.02674904113333696,
|
199 |
+
"stdev": 0.001767066730121293,
|
200 |
+
"p50": 0.02578459199997951,
|
201 |
+
"p90": 0.029235994599991953,
|
202 |
+
"p95": 0.029487865300012572,
|
203 |
+
"p99": 0.02953293466001128,
|
204 |
"values": [
|
205 |
+
0.029463721000013265,
|
206 |
+
0.029544202000010955,
|
207 |
+
0.027639905999990333,
|
208 |
+
0.02796553500002119,
|
209 |
+
0.028586488000030386,
|
210 |
+
0.02889440499995999,
|
211 |
+
0.02762618100001646,
|
212 |
+
0.02537773000000243,
|
213 |
+
0.025470914000038647,
|
214 |
+
0.025322606999964137,
|
215 |
+
0.025223580999977457,
|
216 |
+
0.02578459199997951,
|
217 |
+
0.024606455000025562,
|
218 |
+
0.024604603000000225,
|
219 |
+
0.025124697000023843
|
220 |
]
|
221 |
},
|
222 |
"throughput": {
|
223 |
"unit": "tokens/s",
|
224 |
+
"value": 37.38451763617477
|
225 |
},
|
226 |
"energy": {
|
227 |
"unit": "kWh",
|
228 |
+
"cpu": 9.462522798114355e-07,
|
229 |
+
"ram": 3.954632640117097e-08,
|
230 |
"gpu": 0.0,
|
231 |
+
"total": 9.857986062126065e-07
|
232 |
},
|
233 |
"efficiency": {
|
234 |
"unit": "tokens/kWh",
|
235 |
+
"value": 1014405.9787647242
|
236 |
}
|
237 |
},
|
238 |
"per_token": {
|
239 |
"memory": null,
|
240 |
"latency": {
|
241 |
"unit": "s",
|
242 |
+
"count": 15,
|
243 |
+
"total": 0.39495542899999236,
|
244 |
+
"mean": 0.026330361933332824,
|
245 |
+
"stdev": 0.0016959373425193905,
|
246 |
+
"p50": 0.025269366999964404,
|
247 |
+
"p90": 0.02876030200000059,
|
248 |
+
"p95": 0.028993311200002835,
|
249 |
+
"p99": 0.02901534383997955,
|
250 |
"values": [
|
251 |
+
0.02898150800001531,
|
252 |
+
0.02902085199997373,
|
253 |
+
0.027168413999959284,
|
254 |
+
0.027424161999988428,
|
255 |
+
0.02809084000000439,
|
256 |
+
0.028428492999978516,
|
257 |
+
0.02714168300002484,
|
258 |
+
0.02506503500001145,
|
259 |
+
0.025116912000044067,
|
260 |
+
0.024987007999982325,
|
261 |
+
0.024892131000001427,
|
262 |
+
0.025269366999964404,
|
263 |
+
0.024256288999993103,
|
264 |
+
0.02428332100004127,
|
265 |
+
0.02482941400000982
|
266 |
]
|
267 |
},
|
268 |
"throughput": {
|
269 |
"unit": "tokens/s",
|
270 |
+
"value": 37.97896901424867
|
271 |
},
|
272 |
"energy": null,
|
273 |
"efficiency": null
|