Commit
•
4c74595
1
Parent(s):
5feaf04
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
@@ -76,12 +76,12 @@
|
|
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": "0.4.0",
|
83 |
-
"optimum_benchmark_commit": "
|
84 |
-
"transformers_version": "4.43.
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.33.0",
|
87 |
"accelerate_commit": null,
|
@@ -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": 5.
|
112 |
-
"mean": 5.
|
113 |
"stdev": 0.0,
|
114 |
-
"p50": 5.
|
115 |
-
"p90": 5.
|
116 |
-
"p95": 5.
|
117 |
-
"p99": 5.
|
118 |
"values": [
|
119 |
-
5.
|
120 |
]
|
121 |
},
|
122 |
"throughput": null,
|
123 |
"energy": {
|
124 |
"unit": "kWh",
|
125 |
-
"cpu":
|
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,
|
@@ -140,50 +140,49 @@
|
|
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 |
-
0.049079280000000836
|
165 |
]
|
166 |
},
|
167 |
"throughput": {
|
168 |
"unit": "tokens/s",
|
169 |
-
"value":
|
170 |
},
|
171 |
"energy": {
|
172 |
"unit": "kWh",
|
173 |
-
"cpu": 1.
|
174 |
-
"ram": 7.
|
175 |
"gpu": 0.0,
|
176 |
-
"total": 1.
|
177 |
},
|
178 |
"efficiency": {
|
179 |
"unit": "tokens/kWh",
|
180 |
-
"value":
|
181 |
}
|
182 |
},
|
183 |
"decode": {
|
184 |
"memory": {
|
185 |
"unit": "MB",
|
186 |
-
"max_ram":
|
187 |
"max_global_vram": null,
|
188 |
"max_process_vram": null,
|
189 |
"max_reserved": null,
|
@@ -191,77 +190,75 @@
|
|
191 |
},
|
192 |
"latency": {
|
193 |
"unit": "s",
|
194 |
-
"count":
|
195 |
-
"total": 0.
|
196 |
-
"mean": 0.
|
197 |
-
"stdev": 0.
|
198 |
-
"p50": 0.
|
199 |
-
"p90": 0.
|
200 |
-
"p95": 0.
|
201 |
-
"p99": 0.
|
202 |
"values": [
|
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 |
-
0.030270577000010235
|
216 |
]
|
217 |
},
|
218 |
"throughput": {
|
219 |
"unit": "tokens/s",
|
220 |
-
"value":
|
221 |
},
|
222 |
"energy": {
|
223 |
"unit": "kWh",
|
224 |
-
"cpu": 1.
|
225 |
-
"ram":
|
226 |
"gpu": 0.0,
|
227 |
-
"total": 1.
|
228 |
},
|
229 |
"efficiency": {
|
230 |
"unit": "tokens/kWh",
|
231 |
-
"value":
|
232 |
}
|
233 |
},
|
234 |
"per_token": {
|
235 |
"memory": null,
|
236 |
"latency": {
|
237 |
"unit": "s",
|
238 |
-
"count":
|
239 |
-
"total": 0.
|
240 |
-
"mean": 0.
|
241 |
-
"stdev": 0.
|
242 |
-
"p50": 0.
|
243 |
-
"p90": 0.
|
244 |
-
"p95": 0.
|
245 |
-
"p99": 0.
|
246 |
"values": [
|
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 |
-
0.02970844300000408
|
260 |
]
|
261 |
},
|
262 |
"throughput": {
|
263 |
"unit": "tokens/s",
|
264 |
-
"value":
|
265 |
},
|
266 |
"energy": null,
|
267 |
"efficiency": null
|
|
|
76 |
"cpu_ram_mb": 16757.342208,
|
77 |
"system": "Linux",
|
78 |
"machine": "x86_64",
|
79 |
+
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.14",
|
82 |
"optimum_benchmark_version": "0.4.0",
|
83 |
+
"optimum_benchmark_commit": "45c18f3ef39c33fbf649d84b1a79c61f6f0cec33",
|
84 |
+
"transformers_version": "4.43.4",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.33.0",
|
87 |
"accelerate_commit": null,
|
|
|
99 |
"load": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
+
"max_ram": 1123.033088,
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
|
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
"count": 1,
|
111 |
+
"total": 5.034611192,
|
112 |
+
"mean": 5.034611192,
|
113 |
"stdev": 0.0,
|
114 |
+
"p50": 5.034611192,
|
115 |
+
"p90": 5.034611192,
|
116 |
+
"p95": 5.034611192,
|
117 |
+
"p99": 5.034611192,
|
118 |
"values": [
|
119 |
+
5.034611192
|
120 |
]
|
121 |
},
|
122 |
"throughput": null,
|
123 |
"energy": {
|
124 |
"unit": "kWh",
|
125 |
+
"cpu": 7.145569573333306e-05,
|
126 |
+
"ram": 2.9866620335716904e-06,
|
127 |
"gpu": 0,
|
128 |
+
"total": 7.444235776690475e-05
|
129 |
},
|
130 |
"efficiency": null
|
131 |
},
|
132 |
"prefill": {
|
133 |
"memory": {
|
134 |
"unit": "MB",
|
135 |
+
"max_ram": 976.633856,
|
136 |
"max_global_vram": null,
|
137 |
"max_process_vram": null,
|
138 |
"max_reserved": null,
|
|
|
140 |
},
|
141 |
"latency": {
|
142 |
"unit": "s",
|
143 |
+
"count": 12,
|
144 |
+
"total": 0.6195790649999822,
|
145 |
+
"mean": 0.051631588749998514,
|
146 |
+
"stdev": 0.003263103185561798,
|
147 |
+
"p50": 0.050387689499984845,
|
148 |
+
"p90": 0.05567043539999759,
|
149 |
+
"p95": 0.05743018409999934,
|
150 |
+
"p99": 0.0590079616200029,
|
151 |
"values": [
|
152 |
+
0.05940240600000379,
|
153 |
+
0.05581654799999569,
|
154 |
+
0.05071615499997506,
|
155 |
+
0.04982490899999448,
|
156 |
+
0.05228182600001219,
|
157 |
+
0.052202125999997406,
|
158 |
+
0.04783920800002761,
|
159 |
+
0.048573487999988174,
|
160 |
+
0.05435542200001464,
|
161 |
+
0.05005922399999463,
|
162 |
+
0.049467687999992904,
|
163 |
+
0.04904006499998559
|
|
|
164 |
]
|
165 |
},
|
166 |
"throughput": {
|
167 |
"unit": "tokens/s",
|
168 |
+
"value": 38.73597633580581
|
169 |
},
|
170 |
"energy": {
|
171 |
"unit": "kWh",
|
172 |
+
"cpu": 1.8712243370370313e-06,
|
173 |
+
"ram": 7.819694685404168e-08,
|
174 |
"gpu": 0.0,
|
175 |
+
"total": 1.949421283891073e-06
|
176 |
},
|
177 |
"efficiency": {
|
178 |
"unit": "tokens/kWh",
|
179 |
+
"value": 1025945.5031741376
|
180 |
}
|
181 |
},
|
182 |
"decode": {
|
183 |
"memory": {
|
184 |
"unit": "MB",
|
185 |
+
"max_ram": 977.420288,
|
186 |
"max_global_vram": null,
|
187 |
"max_process_vram": null,
|
188 |
"max_reserved": null,
|
|
|
190 |
},
|
191 |
"latency": {
|
192 |
"unit": "s",
|
193 |
+
"count": 12,
|
194 |
+
"total": 0.38567040400005226,
|
195 |
+
"mean": 0.03213920033333769,
|
196 |
+
"stdev": 0.0019006041354823987,
|
197 |
+
"p50": 0.03209250600002633,
|
198 |
+
"p90": 0.0341456934999826,
|
199 |
+
"p95": 0.0345922167999845,
|
200 |
+
"p99": 0.035014539359987114,
|
201 |
"values": [
|
202 |
+
0.03401427099998955,
|
203 |
+
0.03288300600002003,
|
204 |
+
0.031914306000032866,
|
205 |
+
0.0322707060000198,
|
206 |
+
0.035120119999987764,
|
207 |
+
0.030369133000021975,
|
208 |
+
0.030831751999983226,
|
209 |
+
0.03416029599998183,
|
210 |
+
0.03173143299994763,
|
211 |
+
0.031522931000040444,
|
212 |
+
0.033163252999997894,
|
213 |
+
0.027689197000029253
|
|
|
214 |
]
|
215 |
},
|
216 |
"throughput": {
|
217 |
"unit": "tokens/s",
|
218 |
+
"value": 31.11465094427721
|
219 |
},
|
220 |
"energy": {
|
221 |
"unit": "kWh",
|
222 |
+
"cpu": 1.549198502777901e-06,
|
223 |
+
"ram": 6.474836350752985e-08,
|
224 |
"gpu": 0.0,
|
225 |
+
"total": 1.613946866285431e-06
|
226 |
},
|
227 |
"efficiency": {
|
228 |
"unit": "tokens/kWh",
|
229 |
+
"value": 619599.0840154134
|
230 |
}
|
231 |
},
|
232 |
"per_token": {
|
233 |
"memory": null,
|
234 |
"latency": {
|
235 |
"unit": "s",
|
236 |
+
"count": 12,
|
237 |
+
"total": 0.37992053799996484,
|
238 |
+
"mean": 0.0316600448333304,
|
239 |
+
"stdev": 0.0018612350401384212,
|
240 |
+
"p50": 0.0315954520000048,
|
241 |
+
"p90": 0.033624582199973926,
|
242 |
+
"p95": 0.03407087929998909,
|
243 |
+
"p99": 0.03449331186000393,
|
244 |
"values": [
|
245 |
+
0.033496207999974104,
|
246 |
+
0.03235662700001285,
|
247 |
+
0.031423684000003504,
|
248 |
+
0.03176722000000609,
|
249 |
+
0.03459892000000764,
|
250 |
+
0.029876967999996396,
|
251 |
+
0.030337282999994386,
|
252 |
+
0.03363884599997391,
|
253 |
+
0.031240980999996282,
|
254 |
+
0.031066954000039004,
|
255 |
+
0.03275163899996869,
|
256 |
+
0.02736520799999198
|
|
|
257 |
]
|
258 |
},
|
259 |
"throughput": {
|
260 |
"unit": "tokens/s",
|
261 |
+
"value": 31.58555223987683
|
262 |
},
|
263 |
"energy": null,
|
264 |
"efficiency": null
|