Commit
•
bae0d88
1
Parent(s):
fdbc355
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": 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,
|
@@ -140,53 +140,52 @@
|
|
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.
|
165 |
-
0.
|
166 |
-
0.
|
167 |
-
0.03929134099999487
|
168 |
]
|
169 |
},
|
170 |
"throughput": {
|
171 |
"unit": "tokens/s",
|
172 |
-
"value":
|
173 |
},
|
174 |
"energy": {
|
175 |
"unit": "kWh",
|
176 |
-
"cpu": 1.
|
177 |
-
"ram": 6.
|
178 |
"gpu": 0.0,
|
179 |
-
"total": 1.
|
180 |
},
|
181 |
"efficiency": {
|
182 |
"unit": "tokens/kWh",
|
183 |
-
"value":
|
184 |
}
|
185 |
},
|
186 |
"decode": {
|
187 |
"memory": {
|
188 |
"unit": "MB",
|
189 |
-
"max_ram": 970.
|
190 |
"max_global_vram": null,
|
191 |
"max_process_vram": null,
|
192 |
"max_reserved": null,
|
@@ -194,83 +193,81 @@
|
|
194 |
},
|
195 |
"latency": {
|
196 |
"unit": "s",
|
197 |
-
"count":
|
198 |
-
"total": 0.
|
199 |
-
"mean": 0.
|
200 |
-
"stdev": 0.
|
201 |
-
"p50": 0.
|
202 |
-
"p90": 0.
|
203 |
-
"p95": 0.
|
204 |
-
"p99": 0.
|
205 |
"values": [
|
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 |
-
0.
|
219 |
-
0.
|
220 |
-
0.
|
221 |
-
0.024264544000004662
|
222 |
]
|
223 |
},
|
224 |
"throughput": {
|
225 |
"unit": "tokens/s",
|
226 |
-
"value":
|
227 |
},
|
228 |
"energy": {
|
229 |
"unit": "kWh",
|
230 |
-
"cpu": 9.
|
231 |
-
"ram":
|
232 |
"gpu": 0.0,
|
233 |
-
"total":
|
234 |
},
|
235 |
"efficiency": {
|
236 |
"unit": "tokens/kWh",
|
237 |
-
"value":
|
238 |
}
|
239 |
},
|
240 |
"per_token": {
|
241 |
"memory": null,
|
242 |
"latency": {
|
243 |
"unit": "s",
|
244 |
-
"count":
|
245 |
-
"total": 0.
|
246 |
-
"mean": 0.
|
247 |
-
"stdev": 0.
|
248 |
-
"p50": 0.
|
249 |
-
"p90": 0.
|
250 |
-
"p95": 0.
|
251 |
-
"p99": 0.
|
252 |
"values": [
|
253 |
-
0.
|
254 |
-
0.
|
255 |
-
0.
|
256 |
-
0.
|
257 |
-
0.
|
258 |
-
0.
|
259 |
-
0.
|
260 |
-
0.
|
261 |
-
0.
|
262 |
-
0.
|
263 |
-
0.
|
264 |
-
0.
|
265 |
-
0.
|
266 |
-
0.
|
267 |
-
0.
|
268 |
-
0.02392076200001725
|
269 |
]
|
270 |
},
|
271 |
"throughput": {
|
272 |
"unit": "tokens/s",
|
273 |
-
"value":
|
274 |
},
|
275 |
"energy": null,
|
276 |
"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": "a3e25e2e7229ba1e55a72075d7d45c46907c5f56",
|
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": 1115.697152,
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
|
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
"count": 1,
|
111 |
+
"total": 4.802287253000003,
|
112 |
+
"mean": 4.802287253000003,
|
113 |
"stdev": 0.0,
|
114 |
+
"p50": 4.802287253000003,
|
115 |
+
"p90": 4.802287253000003,
|
116 |
+
"p95": 4.802287253000003,
|
117 |
+
"p99": 4.802287253000003,
|
118 |
"values": [
|
119 |
+
4.802287253000003
|
120 |
]
|
121 |
},
|
122 |
"throughput": null,
|
123 |
"energy": {
|
124 |
"unit": "kWh",
|
125 |
+
"cpu": 6.749137395000086e-05,
|
126 |
+
"ram": 2.8225549856251196e-06,
|
127 |
"gpu": 0,
|
128 |
+
"total": 7.031392893562597e-05
|
129 |
},
|
130 |
"efficiency": null
|
131 |
},
|
132 |
"prefill": {
|
133 |
"memory": {
|
134 |
"unit": "MB",
|
135 |
+
"max_ram": 969.814016,
|
136 |
"max_global_vram": null,
|
137 |
"max_process_vram": null,
|
138 |
"max_reserved": null,
|
|
|
140 |
},
|
141 |
"latency": {
|
142 |
"unit": "s",
|
143 |
+
"count": 15,
|
144 |
+
"total": 0.6364286820000302,
|
145 |
+
"mean": 0.04242857880000202,
|
146 |
+
"stdev": 0.002242987733602022,
|
147 |
+
"p50": 0.04168775700000538,
|
148 |
+
"p90": 0.044884113800003435,
|
149 |
+
"p95": 0.04619033140000397,
|
150 |
+
"p99": 0.04862361428001918,
|
151 |
"values": [
|
152 |
+
0.04168775700000538,
|
153 |
+
0.042152649999991354,
|
154 |
+
0.041692957999998725,
|
155 |
+
0.041357156999993094,
|
156 |
+
0.04192268799999965,
|
157 |
+
0.0430436400000076,
|
158 |
+
0.04136708600000816,
|
159 |
+
0.04488678699999582,
|
160 |
+
0.049231935000022986,
|
161 |
+
0.041326870999995435,
|
162 |
+
0.040999778000013976,
|
163 |
+
0.04488010400001485,
|
164 |
+
0.04077980499999967,
|
165 |
+
0.040643678999998656,
|
166 |
+
0.040455786999984866
|
|
|
167 |
]
|
168 |
},
|
169 |
"throughput": {
|
170 |
"unit": "tokens/s",
|
171 |
+
"value": 47.13803894840581
|
172 |
},
|
173 |
"energy": {
|
174 |
"unit": "kWh",
|
175 |
+
"cpu": 1.5816814206666678e-06,
|
176 |
+
"ram": 6.613863882053308e-08,
|
177 |
"gpu": 0.0,
|
178 |
+
"total": 1.647820059487201e-06
|
179 |
},
|
180 |
"efficiency": {
|
181 |
"unit": "tokens/kWh",
|
182 |
+
"value": 1213724.7562227133
|
183 |
}
|
184 |
},
|
185 |
"decode": {
|
186 |
"memory": {
|
187 |
"unit": "MB",
|
188 |
+
"max_ram": 970.207232,
|
189 |
"max_global_vram": null,
|
190 |
"max_process_vram": null,
|
191 |
"max_reserved": null,
|
|
|
193 |
},
|
194 |
"latency": {
|
195 |
"unit": "s",
|
196 |
+
"count": 15,
|
197 |
+
"total": 0.3899137299999893,
|
198 |
+
"mean": 0.025994248666665953,
|
199 |
+
"stdev": 0.001328371193543141,
|
200 |
+
"p50": 0.025696558999982244,
|
201 |
+
"p90": 0.027113453399999796,
|
202 |
+
"p95": 0.028453430599998338,
|
203 |
+
"p99": 0.029860347720012326,
|
204 |
"values": [
|
205 |
+
0.026099455000007765,
|
206 |
+
0.026234046000013223,
|
207 |
+
0.025583776999980046,
|
208 |
+
0.025984770000007984,
|
209 |
+
0.025774294999990843,
|
210 |
+
0.025696558999982244,
|
211 |
+
0.02590206499999681,
|
212 |
+
0.030212077000015825,
|
213 |
+
0.02769972499999085,
|
214 |
+
0.025670990999998367,
|
215 |
+
0.025497885999982373,
|
216 |
+
0.025205277999987175,
|
217 |
+
0.024830936000000747,
|
218 |
+
0.0248568850000197,
|
219 |
+
0.02466498500001535
|
|
|
220 |
]
|
221 |
},
|
222 |
"throughput": {
|
223 |
"unit": "tokens/s",
|
224 |
+
"value": 38.47004823349106
|
225 |
},
|
226 |
"energy": {
|
227 |
"unit": "kWh",
|
228 |
+
"cpu": 9.713475616249938e-07,
|
229 |
+
"ram": 4.061928969408935e-08,
|
230 |
"gpu": 0.0,
|
231 |
+
"total": 1.011966851319083e-06
|
232 |
},
|
233 |
"efficiency": {
|
234 |
"unit": "tokens/kWh",
|
235 |
+
"value": 988174.6607574306
|
236 |
}
|
237 |
},
|
238 |
"per_token": {
|
239 |
"memory": null,
|
240 |
"latency": {
|
241 |
"unit": "s",
|
242 |
+
"count": 15,
|
243 |
+
"total": 0.38463184500000125,
|
244 |
+
"mean": 0.025642123000000083,
|
245 |
+
"stdev": 0.0012958268307104279,
|
246 |
+
"p50": 0.025329900999992105,
|
247 |
+
"p90": 0.026754913799999256,
|
248 |
+
"p95": 0.028072765999993973,
|
249 |
+
"p99": 0.029404742800002735,
|
250 |
"values": [
|
251 |
+
0.025748347000018157,
|
252 |
+
0.02584847400001422,
|
253 |
+
0.025235675000004676,
|
254 |
+
0.025640514000002668,
|
255 |
+
0.025424449000013283,
|
256 |
+
0.025329900999992105,
|
257 |
+
0.02556438099998104,
|
258 |
+
0.029737737000004927,
|
259 |
+
0.027359206999989283,
|
260 |
+
0.02532971099998349,
|
261 |
+
0.025140415999999277,
|
262 |
+
0.024858757999993486,
|
263 |
+
0.024527976999991097,
|
264 |
+
0.024531835000004776,
|
265 |
+
0.024354463000008764
|
|
|
266 |
]
|
267 |
},
|
268 |
"throughput": {
|
269 |
"unit": "tokens/s",
|
270 |
+
"value": 38.99833098842856
|
271 |
},
|
272 |
"energy": null,
|
273 |
"efficiency": null
|