Commit
•
a87d9b7
1
Parent(s):
915db5a
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
@@ -73,14 +73,14 @@
|
|
73 |
"environment": {
|
74 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
75 |
"cpu_count": 4,
|
76 |
-
"cpu_ram_mb": 16757.
|
77 |
"system": "Linux",
|
78 |
"machine": "x86_64",
|
79 |
"platform": "Linux-6.5.0-1022-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.14",
|
82 |
"optimum_benchmark_version": "0.2.1",
|
83 |
-
"optimum_benchmark_commit": "
|
84 |
"transformers_version": "4.42.3",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.31.0",
|
@@ -99,7 +99,7 @@
|
|
99 |
"prefill": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
-
"max_ram":
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
@@ -108,51 +108,51 @@
|
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
"count": 15,
|
111 |
-
"total": 0.
|
112 |
-
"mean": 0.
|
113 |
-
"stdev": 0.
|
114 |
-
"p50": 0.
|
115 |
-
"p90": 0.
|
116 |
-
"p95": 0.
|
117 |
-
"p99": 0.
|
118 |
"values": [
|
119 |
-
0.
|
120 |
-
0.
|
121 |
-
0.
|
122 |
-
0.
|
123 |
-
0.
|
124 |
-
0.
|
125 |
-
0.
|
126 |
-
0.
|
127 |
-
0.
|
128 |
-
0.
|
129 |
-
0.
|
130 |
-
0.
|
131 |
-
0.
|
132 |
-
0.
|
133 |
-
0.
|
134 |
]
|
135 |
},
|
136 |
"throughput": {
|
137 |
"unit": "tokens/s",
|
138 |
-
"value":
|
139 |
},
|
140 |
"energy": {
|
141 |
"unit": "kWh",
|
142 |
-
"cpu": 1.
|
143 |
-
"ram": 6.
|
144 |
"gpu": 0.0,
|
145 |
-
"total": 1.
|
146 |
},
|
147 |
"efficiency": {
|
148 |
"unit": "tokens/kWh",
|
149 |
-
"value":
|
150 |
}
|
151 |
},
|
152 |
"decode": {
|
153 |
"memory": {
|
154 |
"unit": "MB",
|
155 |
-
"max_ram":
|
156 |
"max_global_vram": null,
|
157 |
"max_process_vram": null,
|
158 |
"max_reserved": null,
|
@@ -161,45 +161,45 @@
|
|
161 |
"latency": {
|
162 |
"unit": "s",
|
163 |
"count": 15,
|
164 |
-
"total": 0.
|
165 |
-
"mean": 0.
|
166 |
-
"stdev": 0.
|
167 |
-
"p50": 0.
|
168 |
-
"p90": 0.
|
169 |
-
"p95": 0.
|
170 |
-
"p99": 0.
|
171 |
"values": [
|
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 |
]
|
188 |
},
|
189 |
"throughput": {
|
190 |
"unit": "tokens/s",
|
191 |
-
"value": 38.
|
192 |
},
|
193 |
"energy": {
|
194 |
"unit": "kWh",
|
195 |
-
"cpu": 9.
|
196 |
-
"ram":
|
197 |
"gpu": 0.0,
|
198 |
-
"total":
|
199 |
},
|
200 |
"efficiency": {
|
201 |
"unit": "tokens/kWh",
|
202 |
-
"value":
|
203 |
}
|
204 |
},
|
205 |
"per_token": {
|
@@ -207,33 +207,33 @@
|
|
207 |
"latency": {
|
208 |
"unit": "s",
|
209 |
"count": 14,
|
210 |
-
"total": 0.
|
211 |
-
"mean": 0.
|
212 |
-
"stdev": 0.
|
213 |
-
"p50": 0.
|
214 |
-
"p90": 0.
|
215 |
-
"p95": 0.
|
216 |
-
"p99": 0.
|
217 |
"values": [
|
218 |
-
0.
|
219 |
-
0.
|
220 |
-
0.
|
221 |
-
0.
|
222 |
-
0.
|
223 |
-
0.
|
224 |
-
0.
|
225 |
-
0.
|
226 |
-
0.
|
227 |
-
0.
|
228 |
-
0.
|
229 |
-
0.
|
230 |
-
0.
|
231 |
-
0.
|
232 |
]
|
233 |
},
|
234 |
"throughput": {
|
235 |
"unit": "tokens/s",
|
236 |
-
"value": 14.
|
237 |
},
|
238 |
"energy": null,
|
239 |
"efficiency": null
|
|
|
73 |
"environment": {
|
74 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
75 |
"cpu_count": 4,
|
76 |
+
"cpu_ram_mb": 16757.338112,
|
77 |
"system": "Linux",
|
78 |
"machine": "x86_64",
|
79 |
"platform": "Linux-6.5.0-1022-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.14",
|
82 |
"optimum_benchmark_version": "0.2.1",
|
83 |
+
"optimum_benchmark_commit": "156844ab796ad7cf3da92a0bf30b174d1bcc0aa5",
|
84 |
"transformers_version": "4.42.3",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.31.0",
|
|
|
99 |
"prefill": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
+
"max_ram": 956.833792,
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
|
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
"count": 15,
|
111 |
+
"total": 0.6197719770000276,
|
112 |
+
"mean": 0.041318131800001844,
|
113 |
+
"stdev": 0.0007676791697630694,
|
114 |
+
"p50": 0.041397320000015725,
|
115 |
+
"p90": 0.042087863400007565,
|
116 |
+
"p95": 0.04226347980000753,
|
117 |
+
"p99": 0.042426213559999156,
|
118 |
"values": [
|
119 |
+
0.04188576600000715,
|
120 |
+
0.041158572000000504,
|
121 |
+
0.04156724900002473,
|
122 |
+
0.04173474300000635,
|
123 |
+
0.040896419999995715,
|
124 |
+
0.041305928999975094,
|
125 |
+
0.041227991999988944,
|
126 |
+
0.04195520700000088,
|
127 |
+
0.04192775500001744,
|
128 |
+
0.041397320000015725,
|
129 |
+
0.04217630100001202,
|
130 |
+
0.04246689699999706,
|
131 |
+
0.04037619400000381,
|
132 |
+
0.039947230999985095,
|
133 |
+
0.0397484009999971
|
134 |
]
|
135 |
},
|
136 |
"throughput": {
|
137 |
"unit": "tokens/s",
|
138 |
+
"value": 48.404899081131994
|
139 |
},
|
140 |
"energy": {
|
141 |
"unit": "kWh",
|
142 |
+
"cpu": 1.5870067278544112e-06,
|
143 |
+
"ram": 6.632338368884424e-08,
|
144 |
"gpu": 0.0,
|
145 |
+
"total": 1.6533301115432551e-06
|
146 |
},
|
147 |
"efficiency": {
|
148 |
"unit": "tokens/kWh",
|
149 |
+
"value": 1209679.7766134893
|
150 |
}
|
151 |
},
|
152 |
"decode": {
|
153 |
"memory": {
|
154 |
"unit": "MB",
|
155 |
+
"max_ram": 956.833792,
|
156 |
"max_global_vram": null,
|
157 |
"max_process_vram": null,
|
158 |
"max_reserved": null,
|
|
|
161 |
"latency": {
|
162 |
"unit": "s",
|
163 |
"count": 15,
|
164 |
+
"total": 0.38574136200003295,
|
165 |
+
"mean": 0.025716090800002197,
|
166 |
+
"stdev": 0.0007786238787018408,
|
167 |
+
"p50": 0.02562230600000248,
|
168 |
+
"p90": 0.02660513039998591,
|
169 |
+
"p95": 0.027013234999989776,
|
170 |
+
"p99": 0.027520723800004702,
|
171 |
"values": [
|
172 |
+
0.0254299460000027,
|
173 |
+
0.025180156999994097,
|
174 |
+
0.02674136599998178,
|
175 |
+
0.02528590500000405,
|
176 |
+
0.025954731000013,
|
177 |
+
0.02528267900001424,
|
178 |
+
0.02611130400001116,
|
179 |
+
0.025806923000004645,
|
180 |
+
0.026400776999992104,
|
181 |
+
0.025493273999984467,
|
182 |
+
0.027647596000008434,
|
183 |
+
0.02562230600000248,
|
184 |
+
0.025727234000015642,
|
185 |
+
0.024508502000003318,
|
186 |
+
0.02454866200000083
|
187 |
]
|
188 |
},
|
189 |
"throughput": {
|
190 |
"unit": "tokens/s",
|
191 |
+
"value": 38.88615916692574
|
192 |
},
|
193 |
"energy": {
|
194 |
"unit": "kWh",
|
195 |
+
"cpu": 9.475515650378327e-07,
|
196 |
+
"ram": 3.96013953971443e-08,
|
197 |
"gpu": 0.0,
|
198 |
+
"total": 9.871529604349773e-07
|
199 |
},
|
200 |
"efficiency": {
|
201 |
"unit": "tokens/kWh",
|
202 |
+
"value": 1013014.233943402
|
203 |
}
|
204 |
},
|
205 |
"per_token": {
|
|
|
207 |
"latency": {
|
208 |
"unit": "s",
|
209 |
"count": 14,
|
210 |
+
"total": 0.9384147629999973,
|
211 |
+
"mean": 0.06702962592857123,
|
212 |
+
"stdev": 0.0014206117114848478,
|
213 |
+
"p50": 0.06700701249999952,
|
214 |
+
"p90": 0.06835777959999803,
|
215 |
+
"p95": 0.06883164804999779,
|
216 |
+
"p99": 0.06950045280999945,
|
217 |
"values": [
|
218 |
+
0.0663478970000142,
|
219 |
+
0.06830245300000115,
|
220 |
+
0.06708894599998416,
|
221 |
+
0.06685752199999229,
|
222 |
+
0.06658432000000403,
|
223 |
+
0.0673371320000058,
|
224 |
+
0.0677579919999971,
|
225 |
+
0.06838149099999669,
|
226 |
+
0.06692507900001488,
|
227 |
+
0.06966765399999986,
|
228 |
+
0.06828978999999435,
|
229 |
+
0.0661225530000138,
|
230 |
+
0.06447672199999488,
|
231 |
+
0.0642752119999841
|
232 |
]
|
233 |
},
|
234 |
"throughput": {
|
235 |
"unit": "tokens/s",
|
236 |
+
"value": 14.918776379054089
|
237 |
},
|
238 |
"energy": null,
|
239 |
"efficiency": null
|