Commit
•
48669f3
1
Parent(s):
957fabd
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
@@ -71,14 +71,14 @@
|
|
71 |
"environment": {
|
72 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
73 |
"cpu_count": 4,
|
74 |
-
"cpu_ram_mb": 16757.
|
75 |
"system": "Linux",
|
76 |
"machine": "x86_64",
|
77 |
"platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35",
|
78 |
"processor": "x86_64",
|
79 |
"python_version": "3.10.14",
|
80 |
"optimum_benchmark_version": "0.2.0",
|
81 |
-
"optimum_benchmark_commit": "
|
82 |
"transformers_version": "4.40.2",
|
83 |
"transformers_commit": null,
|
84 |
"accelerate_version": "0.30.1",
|
@@ -97,7 +97,7 @@
|
|
97 |
"prefill": {
|
98 |
"memory": {
|
99 |
"unit": "MB",
|
100 |
-
"max_ram":
|
101 |
"max_global_vram": null,
|
102 |
"max_process_vram": null,
|
103 |
"max_reserved": null,
|
@@ -105,51 +105,50 @@
|
|
105 |
},
|
106 |
"latency": {
|
107 |
"unit": "s",
|
108 |
-
"count":
|
109 |
-
"total": 0.
|
110 |
-
"mean": 0.
|
111 |
-
"stdev": 0.
|
112 |
-
"p50": 0.
|
113 |
-
"p90": 0.
|
114 |
-
"p95": 0.
|
115 |
-
"p99": 0.
|
116 |
"values": [
|
117 |
-
0.
|
118 |
-
0.
|
119 |
-
0.
|
120 |
-
0.
|
121 |
-
0.
|
122 |
-
0.
|
123 |
-
0.
|
124 |
-
0.
|
125 |
-
0.
|
126 |
-
0.
|
127 |
-
0.
|
128 |
-
0.
|
129 |
-
0.
|
130 |
-
0.04762186499999643
|
131 |
]
|
132 |
},
|
133 |
"throughput": {
|
134 |
"unit": "tokens/s",
|
135 |
-
"value":
|
136 |
},
|
137 |
"energy": {
|
138 |
"unit": "kWh",
|
139 |
-
"cpu": 1.
|
140 |
-
"ram":
|
141 |
"gpu": 0.0,
|
142 |
-
"total": 1.
|
143 |
},
|
144 |
"efficiency": {
|
145 |
"unit": "tokens/kWh",
|
146 |
-
"value":
|
147 |
}
|
148 |
},
|
149 |
"decode": {
|
150 |
"memory": {
|
151 |
"unit": "MB",
|
152 |
-
"max_ram":
|
153 |
"max_global_vram": null,
|
154 |
"max_process_vram": null,
|
155 |
"max_reserved": null,
|
@@ -157,78 +156,76 @@
|
|
157 |
},
|
158 |
"latency": {
|
159 |
"unit": "s",
|
160 |
-
"count":
|
161 |
-
"total": 0.
|
162 |
-
"mean": 0.
|
163 |
-
"stdev": 0.
|
164 |
-
"p50": 0.
|
165 |
-
"p90": 0.
|
166 |
-
"p95": 0.
|
167 |
-
"p99": 0.
|
168 |
"values": [
|
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 |
-
0.02986175500001309
|
183 |
]
|
184 |
},
|
185 |
"throughput": {
|
186 |
"unit": "tokens/s",
|
187 |
-
"value": 33.
|
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 |
-
0.07766716200001156
|
227 |
]
|
228 |
},
|
229 |
"throughput": {
|
230 |
"unit": "tokens/s",
|
231 |
-
"value":
|
232 |
},
|
233 |
"energy": null,
|
234 |
"efficiency": null
|
|
|
71 |
"environment": {
|
72 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
73 |
"cpu_count": 4,
|
74 |
+
"cpu_ram_mb": 16757.3504,
|
75 |
"system": "Linux",
|
76 |
"machine": "x86_64",
|
77 |
"platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35",
|
78 |
"processor": "x86_64",
|
79 |
"python_version": "3.10.14",
|
80 |
"optimum_benchmark_version": "0.2.0",
|
81 |
+
"optimum_benchmark_commit": "90aae7d9a74aeabd69ab3338806fa9a29ef64627",
|
82 |
"transformers_version": "4.40.2",
|
83 |
"transformers_commit": null,
|
84 |
"accelerate_version": "0.30.1",
|
|
|
97 |
"prefill": {
|
98 |
"memory": {
|
99 |
"unit": "MB",
|
100 |
+
"max_ram": 956.7232,
|
101 |
"max_global_vram": null,
|
102 |
"max_process_vram": null,
|
103 |
"max_reserved": null,
|
|
|
105 |
},
|
106 |
"latency": {
|
107 |
"unit": "s",
|
108 |
+
"count": 13,
|
109 |
+
"total": 0.6258788679999725,
|
110 |
+
"mean": 0.04814452830769019,
|
111 |
+
"stdev": 0.004376968506651717,
|
112 |
+
"p50": 0.04566476600001579,
|
113 |
+
"p90": 0.05484389800001282,
|
114 |
+
"p95": 0.055370293600014976,
|
115 |
+
"p99": 0.05570783392001204,
|
116 |
"values": [
|
117 |
+
0.04695222999998805,
|
118 |
+
0.044760942999971576,
|
119 |
+
0.04451632799998606,
|
120 |
+
0.04525409100000388,
|
121 |
+
0.04566476600001579,
|
122 |
+
0.04409622700001137,
|
123 |
+
0.045268688000021484,
|
124 |
+
0.044984027999987575,
|
125 |
+
0.04602086799997096,
|
126 |
+
0.055089010000017424,
|
127 |
+
0.0557922190000113,
|
128 |
+
0.05386344999999437,
|
129 |
+
0.05361601999999266
|
|
|
130 |
]
|
131 |
},
|
132 |
"throughput": {
|
133 |
"unit": "tokens/s",
|
134 |
+
"value": 41.541584688878075
|
135 |
},
|
136 |
"energy": {
|
137 |
"unit": "kWh",
|
138 |
+
"cpu": 1.7272950370530578e-06,
|
139 |
+
"ram": 7.218419799145343e-08,
|
140 |
"gpu": 0.0,
|
141 |
+
"total": 1.7994792350445112e-06
|
142 |
},
|
143 |
"efficiency": {
|
144 |
"unit": "tokens/kWh",
|
145 |
+
"value": 1111432.663989884
|
146 |
}
|
147 |
},
|
148 |
"decode": {
|
149 |
"memory": {
|
150 |
"unit": "MB",
|
151 |
+
"max_ram": 956.7232,
|
152 |
"max_global_vram": null,
|
153 |
"max_process_vram": null,
|
154 |
"max_reserved": null,
|
|
|
156 |
},
|
157 |
"latency": {
|
158 |
"unit": "s",
|
159 |
+
"count": 13,
|
160 |
+
"total": 0.39207534599995597,
|
161 |
+
"mean": 0.030159641999996614,
|
162 |
+
"stdev": 0.0025159574615901226,
|
163 |
+
"p50": 0.028508955999996033,
|
164 |
+
"p90": 0.033911745199986854,
|
165 |
+
"p95": 0.03424447819998022,
|
166 |
+
"p99": 0.03458325883998441,
|
167 |
"values": [
|
168 |
+
0.028508955999996033,
|
169 |
+
0.027907666000032805,
|
170 |
+
0.02824889099997563,
|
171 |
+
0.028801740000005793,
|
172 |
+
0.02798887599999489,
|
173 |
+
0.028103600000008555,
|
174 |
+
0.02809538599996131,
|
175 |
+
0.028449143999978332,
|
176 |
+
0.03181754000002002,
|
177 |
+
0.03396216099997673,
|
178 |
+
0.03466795399998546,
|
179 |
+
0.03371008200002734,
|
180 |
+
0.03181334999999308
|
|
|
181 |
]
|
182 |
},
|
183 |
"throughput": {
|
184 |
"unit": "tokens/s",
|
185 |
+
"value": 33.15689224693424
|
186 |
},
|
187 |
"energy": {
|
188 |
"unit": "kWh",
|
189 |
+
"cpu": 1.0148386333299717e-06,
|
190 |
+
"ram": 4.2416143902064284e-08,
|
191 |
"gpu": 0.0,
|
192 |
+
"total": 1.057254777232036e-06
|
193 |
},
|
194 |
"efficiency": {
|
195 |
"unit": "tokens/kWh",
|
196 |
+
"value": 945845.8089147322
|
197 |
}
|
198 |
},
|
199 |
"per_token": {
|
200 |
"memory": null,
|
201 |
"latency": {
|
202 |
"unit": "s",
|
203 |
+
"count": 12,
|
204 |
+
"total": 0.9427989480000178,
|
205 |
+
"mean": 0.07856657900000148,
|
206 |
+
"stdev": 0.007011150610211693,
|
207 |
+
"p50": 0.07388548350002111,
|
208 |
+
"p90": 0.08888338910002176,
|
209 |
+
"p95": 0.08970115210000529,
|
210 |
+
"p99": 0.0903604736199867,
|
211 |
"values": [
|
212 |
+
0.07276532899999211,
|
213 |
+
0.0727404429999865,
|
214 |
+
0.07406680100001495,
|
215 |
+
0.07370416600002727,
|
216 |
+
0.07219099099995674,
|
217 |
+
0.07340109200004008,
|
218 |
+
0.07342239199999767,
|
219 |
+
0.07772605999997495,
|
220 |
+
0.0890268460000243,
|
221 |
+
0.09052530399998204,
|
222 |
+
0.08759227699999883,
|
223 |
+
0.0856372470000224
|
|
|
224 |
]
|
225 |
},
|
226 |
"throughput": {
|
227 |
"unit": "tokens/s",
|
228 |
+
"value": 12.728058326174303
|
229 |
},
|
230 |
"energy": null,
|
231 |
"efficiency": null
|