Commit
•
525e7f5
1
Parent(s):
5fffd42
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-6.5.0-1018-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.14",
|
82 |
"optimum_benchmark_version": "0.2.0",
|
83 |
-
"optimum_benchmark_commit": "
|
84 |
"transformers_version": "4.40.2",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.30.1",
|
@@ -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,
|
@@ -107,50 +107,52 @@
|
|
107 |
},
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
-
"count":
|
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 |
]
|
133 |
},
|
134 |
"throughput": {
|
135 |
"unit": "tokens/s",
|
136 |
-
"value":
|
137 |
},
|
138 |
"energy": {
|
139 |
"unit": "kWh",
|
140 |
-
"cpu": 1.
|
141 |
-
"ram": 7.
|
142 |
"gpu": 0.0,
|
143 |
-
"total": 1.
|
144 |
},
|
145 |
"efficiency": {
|
146 |
"unit": "tokens/kWh",
|
147 |
-
"value":
|
148 |
}
|
149 |
},
|
150 |
"decode": {
|
151 |
"memory": {
|
152 |
"unit": "MB",
|
153 |
-
"max_ram":
|
154 |
"max_global_vram": null,
|
155 |
"max_process_vram": null,
|
156 |
"max_reserved": null,
|
@@ -158,76 +160,80 @@
|
|
158 |
},
|
159 |
"latency": {
|
160 |
"unit": "s",
|
161 |
-
"count":
|
162 |
-
"total": 0.
|
163 |
-
"mean": 0.
|
164 |
-
"stdev": 0.
|
165 |
-
"p50": 0.
|
166 |
-
"p90": 0.
|
167 |
-
"p95": 0.
|
168 |
-
"p99": 0.
|
169 |
"values": [
|
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 |
]
|
184 |
},
|
185 |
"throughput": {
|
186 |
"unit": "tokens/s",
|
187 |
-
"value":
|
188 |
},
|
189 |
"energy": {
|
190 |
"unit": "kWh",
|
191 |
-
"cpu": 1.
|
192 |
-
"ram": 4.
|
193 |
"gpu": 0.0,
|
194 |
-
"total": 1.
|
195 |
},
|
196 |
"efficiency": {
|
197 |
"unit": "tokens/kWh",
|
198 |
-
"value":
|
199 |
}
|
200 |
},
|
201 |
"per_token": {
|
202 |
"memory": null,
|
203 |
"latency": {
|
204 |
"unit": "s",
|
205 |
-
"count":
|
206 |
-
"total": 0.
|
207 |
-
"mean": 0.
|
208 |
-
"stdev": 0.
|
209 |
-
"p50": 0.
|
210 |
-
"p90": 0.
|
211 |
-
"p95": 0.
|
212 |
-
"p99": 0.
|
213 |
"values": [
|
214 |
-
0.
|
215 |
-
0.
|
216 |
-
0.
|
217 |
-
0.
|
218 |
-
0.
|
219 |
-
0.
|
220 |
-
0.
|
221 |
-
0.
|
222 |
-
0.
|
223 |
-
0.
|
224 |
-
0.
|
225 |
-
0.
|
|
|
|
|
226 |
]
|
227 |
},
|
228 |
"throughput": {
|
229 |
"unit": "tokens/s",
|
230 |
-
"value":
|
231 |
},
|
232 |
"energy": null,
|
233 |
"efficiency": null
|
|
|
73 |
"environment": {
|
74 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
75 |
"cpu_count": 4,
|
76 |
+
"cpu_ram_mb": 16757.342208,
|
77 |
"system": "Linux",
|
78 |
"machine": "x86_64",
|
79 |
"platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.14",
|
82 |
"optimum_benchmark_version": "0.2.0",
|
83 |
+
"optimum_benchmark_commit": "6d219cab8dced45685ef7bd31a9c5490c58b944d",
|
84 |
"transformers_version": "4.40.2",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.30.1",
|
|
|
99 |
"prefill": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
+
"max_ram": 947.744768,
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
|
|
107 |
},
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
+
"count": 15,
|
111 |
+
"total": 0.6550434540000083,
|
112 |
+
"mean": 0.04366956360000055,
|
113 |
+
"stdev": 0.0009442459726971205,
|
114 |
+
"p50": 0.043400093999991896,
|
115 |
+
"p90": 0.044969158799989375,
|
116 |
+
"p95": 0.04538049639999997,
|
117 |
+
"p99": 0.045608600080012704,
|
118 |
"values": [
|
119 |
+
0.04525829799999315,
|
120 |
+
0.04428805899999588,
|
121 |
+
0.0428263849999837,
|
122 |
+
0.04390361200000825,
|
123 |
+
0.04338282200001231,
|
124 |
+
0.04297925999998142,
|
125 |
+
0.04453544999998371,
|
126 |
+
0.04566562600001589,
|
127 |
+
0.04285856500001728,
|
128 |
+
0.043400093999991896,
|
129 |
+
0.04267416100000787,
|
130 |
+
0.04332208899998591,
|
131 |
+
0.04397669900001233,
|
132 |
+
0.04386326700000609,
|
133 |
+
0.0421090670000126
|
134 |
]
|
135 |
},
|
136 |
"throughput": {
|
137 |
"unit": "tokens/s",
|
138 |
+
"value": 45.79848835494145
|
139 |
},
|
140 |
"energy": {
|
141 |
"unit": "kWh",
|
142 |
+
"cpu": 1.6926123324223765e-06,
|
143 |
+
"ram": 7.073598642250544e-08,
|
144 |
"gpu": 0.0,
|
145 |
+
"total": 1.763348318844882e-06
|
146 |
},
|
147 |
"efficiency": {
|
148 |
"unit": "tokens/kWh",
|
149 |
+
"value": 1134205.862010372
|
150 |
}
|
151 |
},
|
152 |
"decode": {
|
153 |
"memory": {
|
154 |
"unit": "MB",
|
155 |
+
"max_ram": 947.744768,
|
156 |
"max_global_vram": null,
|
157 |
"max_process_vram": null,
|
158 |
"max_reserved": null,
|
|
|
160 |
},
|
161 |
"latency": {
|
162 |
"unit": "s",
|
163 |
+
"count": 15,
|
164 |
+
"total": 0.40758571699998924,
|
165 |
+
"mean": 0.027172381133332615,
|
166 |
+
"stdev": 0.0007936533300877572,
|
167 |
+
"p50": 0.027156305000005432,
|
168 |
+
"p90": 0.027633397600010313,
|
169 |
+
"p95": 0.02823210800000595,
|
170 |
+
"p99": 0.02923892080000485,
|
171 |
"values": [
|
172 |
+
0.0273950090000028,
|
173 |
+
0.02769274400000654,
|
174 |
+
0.026746371000001545,
|
175 |
+
0.027282119999995302,
|
176 |
+
0.026782006999980013,
|
177 |
+
0.027544378000015968,
|
178 |
+
0.02733710100000053,
|
179 |
+
0.02697282299999415,
|
180 |
+
0.02730594399997699,
|
181 |
+
0.027156305000005432,
|
182 |
+
0.02711542899999131,
|
183 |
+
0.0269145940000044,
|
184 |
+
0.029490624000004573,
|
185 |
+
0.025966307000004463,
|
186 |
+
0.02588396100000523
|
187 |
]
|
188 |
},
|
189 |
"throughput": {
|
190 |
"unit": "tokens/s",
|
191 |
+
"value": 36.802074690954875
|
192 |
},
|
193 |
"energy": {
|
194 |
"unit": "kWh",
|
195 |
+
"cpu": 1.069803164968936e-06,
|
196 |
+
"ram": 4.4709171178965335e-08,
|
197 |
"gpu": 0.0,
|
198 |
+
"total": 1.1145123361479018e-06
|
199 |
},
|
200 |
"efficiency": {
|
201 |
"unit": "tokens/kWh",
|
202 |
+
"value": 897253.4152975895
|
203 |
}
|
204 |
},
|
205 |
"per_token": {
|
206 |
"memory": null,
|
207 |
"latency": {
|
208 |
"unit": "s",
|
209 |
+
"count": 14,
|
210 |
+
"total": 0.9902306230000022,
|
211 |
+
"mean": 0.07073075878571444,
|
212 |
+
"stdev": 0.0013561517202880726,
|
213 |
+
"p50": 0.07039625000000171,
|
214 |
+
"p90": 0.07246276519998958,
|
215 |
+
"p95": 0.07294918259999009,
|
216 |
+
"p99": 0.07338348452000332,
|
217 |
"values": [
|
218 |
+
0.07200986800000919,
|
219 |
+
0.06957833599997798,
|
220 |
+
0.07116524400001367,
|
221 |
+
0.07022016299998768,
|
222 |
+
0.07051648399999522,
|
223 |
+
0.07190438100002439,
|
224 |
+
0.07265686399998117,
|
225 |
+
0.07019123899999613,
|
226 |
+
0.07054194200000552,
|
227 |
+
0.06980548999999314,
|
228 |
+
0.07027601600000821,
|
229 |
+
0.07349206000000663,
|
230 |
+
0.0698707119999824,
|
231 |
+
0.06800182400002086
|
232 |
]
|
233 |
},
|
234 |
"throughput": {
|
235 |
"unit": "tokens/s",
|
236 |
+
"value": 14.138120630510908
|
237 |
},
|
238 |
"energy": null,
|
239 |
"efficiency": null
|