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": 16766.
|
77 |
"system": "Linux",
|
78 |
"machine": "x86_64",
|
79 |
"platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.15",
|
82 |
"optimum_benchmark_version": "0.4.0",
|
83 |
-
"optimum_benchmark_commit": "
|
84 |
"transformers_version": "4.44.2",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.34.2",
|
@@ -99,7 +99,7 @@
|
|
99 |
"load": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
-
"max_ram": 1115.
|
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": 6.
|
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,
|
@@ -141,50 +141,50 @@
|
|
141 |
"latency": {
|
142 |
"unit": "s",
|
143 |
"count": 14,
|
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": 970.
|
188 |
"max_global_vram": null,
|
189 |
"max_process_vram": null,
|
190 |
"max_reserved": null,
|
@@ -193,44 +193,44 @@
|
|
193 |
"latency": {
|
194 |
"unit": "s",
|
195 |
"count": 14,
|
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": {
|
@@ -238,33 +238,33 @@
|
|
238 |
"latency": {
|
239 |
"unit": "s",
|
240 |
"count": 14,
|
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
|
|
|
73 |
"environment": {
|
74 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
75 |
"cpu_count": 4,
|
76 |
+
"cpu_ram_mb": 16766.7712,
|
77 |
"system": "Linux",
|
78 |
"machine": "x86_64",
|
79 |
"platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.15",
|
82 |
"optimum_benchmark_version": "0.4.0",
|
83 |
+
"optimum_benchmark_commit": "be6c0cc173107a696ca3849a0bcc734c42fb41a4",
|
84 |
"transformers_version": "4.44.2",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.34.2",
|
|
|
99 |
"load": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
+
"max_ram": 1115.99616,
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
|
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
"count": 1,
|
111 |
+
"total": 4.884205576999989,
|
112 |
+
"mean": 4.884205576999989,
|
113 |
"stdev": 0.0,
|
114 |
+
"p50": 4.884205576999989,
|
115 |
+
"p90": 4.884205576999989,
|
116 |
+
"p95": 4.884205576999989,
|
117 |
+
"p99": 4.884205576999989,
|
118 |
"values": [
|
119 |
+
4.884205576999989
|
120 |
]
|
121 |
},
|
122 |
"throughput": null,
|
123 |
"energy": {
|
124 |
"unit": "kWh",
|
125 |
+
"cpu": 6.713829896666744e-05,
|
126 |
+
"ram": 2.8077985140536654e-06,
|
127 |
"gpu": 0,
|
128 |
+
"total": 6.994609748072111e-05
|
129 |
},
|
130 |
"efficiency": null
|
131 |
},
|
132 |
"prefill": {
|
133 |
"memory": {
|
134 |
"unit": "MB",
|
135 |
+
"max_ram": 969.457664,
|
136 |
"max_global_vram": null,
|
137 |
"max_process_vram": null,
|
138 |
"max_reserved": null,
|
|
|
141 |
"latency": {
|
142 |
"unit": "s",
|
143 |
"count": 14,
|
144 |
+
"total": 0.6530796290000183,
|
145 |
+
"mean": 0.04664854492857273,
|
146 |
+
"stdev": 0.0026761363595974763,
|
147 |
+
"p50": 0.047904950000003055,
|
148 |
+
"p90": 0.049016953099985015,
|
149 |
+
"p95": 0.04929085164998526,
|
150 |
+
"p99": 0.04960598153000149,
|
151 |
"values": [
|
152 |
+
0.049684764000005543,
|
153 |
+
0.04762940599999865,
|
154 |
+
0.04804710499999487,
|
155 |
+
0.048872772000009945,
|
156 |
+
0.04907874499997433,
|
157 |
+
0.04834948699999586,
|
158 |
+
0.04885417799999914,
|
159 |
+
0.048385525000014695,
|
160 |
+
0.04776279500001124,
|
161 |
+
0.045887472999993406,
|
162 |
+
0.04293998400001442,
|
163 |
+
0.04242910199999983,
|
164 |
+
0.042602635000008604,
|
165 |
+
0.04255565799999772
|
166 |
]
|
167 |
},
|
168 |
"throughput": {
|
169 |
"unit": "tokens/s",
|
170 |
+
"value": 42.87379173481955
|
171 |
},
|
172 |
"energy": {
|
173 |
"unit": "kWh",
|
174 |
+
"cpu": 1.6945301164251439e-06,
|
175 |
+
"ram": 7.085756908190667e-08,
|
176 |
"gpu": 0.0,
|
177 |
+
"total": 1.7653876855070504e-06
|
178 |
},
|
179 |
"efficiency": {
|
180 |
"unit": "tokens/kWh",
|
181 |
+
"value": 1132895.6333042306
|
182 |
}
|
183 |
},
|
184 |
"decode": {
|
185 |
"memory": {
|
186 |
"unit": "MB",
|
187 |
+
"max_ram": 970.244096,
|
188 |
"max_global_vram": null,
|
189 |
"max_process_vram": null,
|
190 |
"max_reserved": null,
|
|
|
193 |
"latency": {
|
194 |
"unit": "s",
|
195 |
"count": 14,
|
196 |
+
"total": 0.40459134800002516,
|
197 |
+
"mean": 0.0288993820000018,
|
198 |
+
"stdev": 0.0017901057925813393,
|
199 |
+
"p50": 0.02974874900000657,
|
200 |
+
"p90": 0.03062837560000844,
|
201 |
+
"p95": 0.030794966400006275,
|
202 |
+
"p99": 0.030849131680002414,
|
203 |
"values": [
|
204 |
+
0.03021168099999727,
|
205 |
+
0.03075850900000887,
|
206 |
+
0.030324731000007432,
|
207 |
+
0.029694247000009,
|
208 |
+
0.030235846000010724,
|
209 |
+
0.02980325100000414,
|
210 |
+
0.03086267300000145,
|
211 |
+
0.02969185199998492,
|
212 |
+
0.03020702200001324,
|
213 |
+
0.026684783000007428,
|
214 |
+
0.026035363000005418,
|
215 |
+
0.026746517999981734,
|
216 |
+
0.027177430999984153,
|
217 |
+
0.026157441000009385
|
218 |
]
|
219 |
},
|
220 |
"throughput": {
|
221 |
"unit": "tokens/s",
|
222 |
+
"value": 34.60281607405784
|
223 |
},
|
224 |
"energy": {
|
225 |
"unit": "kWh",
|
226 |
+
"cpu": 1.0140022991304237e-06,
|
227 |
+
"ram": 4.240070661693674e-08,
|
228 |
"gpu": 0.0,
|
229 |
+
"total": 1.0564030057473602e-06
|
230 |
},
|
231 |
"efficiency": {
|
232 |
"unit": "tokens/kWh",
|
233 |
+
"value": 946608.4387866186
|
234 |
}
|
235 |
},
|
236 |
"per_token": {
|
|
|
238 |
"latency": {
|
239 |
"unit": "s",
|
240 |
"count": 14,
|
241 |
+
"total": 0.39786108600003445,
|
242 |
+
"mean": 0.02841864900000246,
|
243 |
+
"stdev": 0.0017212201633743074,
|
244 |
+
"p50": 0.02921290599999793,
|
245 |
+
"p90": 0.030085596400016356,
|
246 |
+
"p95": 0.03025356020001766,
|
247 |
+
"p99": 0.030318504040004086,
|
248 |
"values": [
|
249 |
+
0.029680852000012692,
|
250 |
+
0.030209848000026795,
|
251 |
+
0.029795675999992,
|
252 |
+
0.02914247000001069,
|
253 |
+
0.0297111090000044,
|
254 |
+
0.0292691060000152,
|
255 |
+
0.030334740000000693,
|
256 |
+
0.02915670599998066,
|
257 |
+
0.02967585300001474,
|
258 |
+
0.02630015700000854,
|
259 |
+
0.02559483299998533,
|
260 |
+
0.026399962999988702,
|
261 |
+
0.026798133999989204,
|
262 |
+
0.025791639000004807
|
263 |
]
|
264 |
},
|
265 |
"throughput": {
|
266 |
"unit": "tokens/s",
|
267 |
+
"value": 35.188161126164495
|
268 |
},
|
269 |
"energy": null,
|
270 |
"efficiency": null
|