Commit
•
2e8c609
1
Parent(s):
0ee0c5d
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-6.5.0-1024-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.14",
|
82 |
"optimum_benchmark_version": "0.4.0",
|
83 |
-
"optimum_benchmark_commit": "
|
84 |
"transformers_version": "4.43.3",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.33.0",
|
@@ -99,7 +99,7 @@
|
|
99 |
"load": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
-
"max_ram":
|
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":
|
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,
|
@@ -141,51 +141,51 @@
|
|
141 |
"latency": {
|
142 |
"unit": "s",
|
143 |
"count": 15,
|
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 |
]
|
168 |
},
|
169 |
"throughput": {
|
170 |
"unit": "tokens/s",
|
171 |
-
"value":
|
172 |
},
|
173 |
"energy": {
|
174 |
"unit": "kWh",
|
175 |
-
"cpu": 1.
|
176 |
-
"ram": 6.
|
177 |
"gpu": 0.0,
|
178 |
-
"total": 1.
|
179 |
},
|
180 |
"efficiency": {
|
181 |
"unit": "tokens/kWh",
|
182 |
-
"value":
|
183 |
}
|
184 |
},
|
185 |
"decode": {
|
186 |
"memory": {
|
187 |
"unit": "MB",
|
188 |
-
"max_ram":
|
189 |
"max_global_vram": null,
|
190 |
"max_process_vram": null,
|
191 |
"max_reserved": null,
|
@@ -194,45 +194,45 @@
|
|
194 |
"latency": {
|
195 |
"unit": "s",
|
196 |
"count": 15,
|
197 |
-
"total": 0.
|
198 |
-
"mean": 0.
|
199 |
-
"stdev": 0.
|
200 |
-
"p50": 0.
|
201 |
-
"p90": 0.
|
202 |
-
"p95": 0.
|
203 |
-
"p99": 0.
|
204 |
"values": [
|
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 |
-
0.
|
219 |
-
0.
|
220 |
]
|
221 |
},
|
222 |
"throughput": {
|
223 |
"unit": "tokens/s",
|
224 |
-
"value": 37.
|
225 |
},
|
226 |
"energy": {
|
227 |
"unit": "kWh",
|
228 |
-
"cpu": 9.
|
229 |
-
"ram":
|
230 |
"gpu": 0.0,
|
231 |
-
"total":
|
232 |
},
|
233 |
"efficiency": {
|
234 |
"unit": "tokens/kWh",
|
235 |
-
"value":
|
236 |
}
|
237 |
},
|
238 |
"per_token": {
|
@@ -240,34 +240,34 @@
|
|
240 |
"latency": {
|
241 |
"unit": "s",
|
242 |
"count": 15,
|
243 |
-
"total": 0.
|
244 |
-
"mean": 0.
|
245 |
-
"stdev": 0.
|
246 |
-
"p50": 0.
|
247 |
-
"p90": 0.
|
248 |
-
"p95": 0.
|
249 |
-
"p99": 0.
|
250 |
"values": [
|
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 |
-
0.
|
264 |
-
0.
|
265 |
-
0.
|
266 |
]
|
267 |
},
|
268 |
"throughput": {
|
269 |
"unit": "tokens/s",
|
270 |
-
"value": 38.
|
271 |
},
|
272 |
"energy": null,
|
273 |
"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-6.5.0-1024-azure-x86_64-with-glibc2.35",
|
80 |
"processor": "x86_64",
|
81 |
"python_version": "3.10.14",
|
82 |
"optimum_benchmark_version": "0.4.0",
|
83 |
+
"optimum_benchmark_commit": "06a9a039703e5370285ca115f872784a3a49a62c",
|
84 |
"transformers_version": "4.43.3",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "0.33.0",
|
|
|
99 |
"load": {
|
100 |
"memory": {
|
101 |
"unit": "MB",
|
102 |
+
"max_ram": 1120.874496,
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
|
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
"count": 1,
|
111 |
+
"total": 4.837831555000008,
|
112 |
+
"mean": 4.837831555000008,
|
113 |
"stdev": 0.0,
|
114 |
+
"p50": 4.837831555000008,
|
115 |
+
"p90": 4.837831555000008,
|
116 |
+
"p95": 4.837831555000008,
|
117 |
+
"p99": 4.837831555000008,
|
118 |
"values": [
|
119 |
+
4.837831555000008
|
120 |
]
|
121 |
},
|
122 |
"throughput": null,
|
123 |
"energy": {
|
124 |
"unit": "kWh",
|
125 |
+
"cpu": 6.921436786651612e-05,
|
126 |
+
"ram": 2.892996542838091e-06,
|
127 |
"gpu": 0,
|
128 |
+
"total": 7.21073644093542e-05
|
129 |
},
|
130 |
"efficiency": null
|
131 |
},
|
132 |
"prefill": {
|
133 |
"memory": {
|
134 |
"unit": "MB",
|
135 |
+
"max_ram": 974.344192,
|
136 |
"max_global_vram": null,
|
137 |
"max_process_vram": null,
|
138 |
"max_reserved": null,
|
|
|
141 |
"latency": {
|
142 |
"unit": "s",
|
143 |
"count": 15,
|
144 |
+
"total": 0.6527227790000438,
|
145 |
+
"mean": 0.043514851933336256,
|
146 |
+
"stdev": 0.0020649184210247942,
|
147 |
+
"p50": 0.04236638099999368,
|
148 |
+
"p90": 0.046263159400001544,
|
149 |
+
"p95": 0.04632397800000092,
|
150 |
+
"p99": 0.04642594839999049,
|
151 |
"values": [
|
152 |
+
0.041731106000014506,
|
153 |
+
0.0421083299999907,
|
154 |
+
0.04236638099999368,
|
155 |
+
0.04158975300001089,
|
156 |
+
0.04259761200000867,
|
157 |
+
0.04625387199999409,
|
158 |
+
0.04608763199999544,
|
159 |
+
0.04614864599997759,
|
160 |
+
0.04626935100000651,
|
161 |
+
0.04645144099998788,
|
162 |
+
0.04456008300002168,
|
163 |
+
0.04128011500000639,
|
164 |
+
0.04202210900001546,
|
165 |
+
0.04196646500000156,
|
166 |
+
0.04128988300001879
|
167 |
]
|
168 |
},
|
169 |
"throughput": {
|
170 |
"unit": "tokens/s",
|
171 |
+
"value": 45.9613192080707
|
172 |
},
|
173 |
"energy": {
|
174 |
"unit": "kWh",
|
175 |
+
"cpu": 1.6395553394600198e-06,
|
176 |
+
"ram": 6.851953798587828e-08,
|
177 |
"gpu": 0.0,
|
178 |
+
"total": 1.7080748774458983e-06
|
179 |
},
|
180 |
"efficiency": {
|
181 |
"unit": "tokens/kWh",
|
182 |
+
"value": 1170908.8555828538
|
183 |
}
|
184 |
},
|
185 |
"decode": {
|
186 |
"memory": {
|
187 |
"unit": "MB",
|
188 |
+
"max_ram": 975.130624,
|
189 |
"max_global_vram": null,
|
190 |
"max_process_vram": null,
|
191 |
"max_reserved": null,
|
|
|
194 |
"latency": {
|
195 |
"unit": "s",
|
196 |
"count": 15,
|
197 |
+
"total": 0.40002722299999505,
|
198 |
+
"mean": 0.026668481533333004,
|
199 |
+
"stdev": 0.0015268322898138495,
|
200 |
+
"p50": 0.0260151430000235,
|
201 |
+
"p90": 0.028992219200006275,
|
202 |
+
"p95": 0.02903087530001187,
|
203 |
+
"p99": 0.029088191860001302,
|
204 |
"values": [
|
205 |
+
0.026064095000009502,
|
206 |
+
0.0260151430000235,
|
207 |
+
0.02579551300001981,
|
208 |
+
0.02566286600000467,
|
209 |
+
0.02577711899999713,
|
210 |
+
0.028342172999998638,
|
211 |
+
0.02839517199998909,
|
212 |
+
0.029000170000017533,
|
213 |
+
0.028980292999989388,
|
214 |
+
0.02910252099999866,
|
215 |
+
0.02492512999998553,
|
216 |
+
0.026102285999996866,
|
217 |
+
0.02539268199998901,
|
218 |
+
0.02511684799998193,
|
219 |
+
0.0253552119999938
|
220 |
]
|
221 |
},
|
222 |
"throughput": {
|
223 |
"unit": "tokens/s",
|
224 |
+
"value": 37.49744801743202
|
225 |
},
|
226 |
"energy": {
|
227 |
"unit": "kWh",
|
228 |
+
"cpu": 9.545250733693448e-07,
|
229 |
+
"ram": 3.989176594353694e-08,
|
230 |
"gpu": 0.0,
|
231 |
+
"total": 9.94416839312881e-07
|
232 |
},
|
233 |
"efficiency": {
|
234 |
"unit": "tokens/kWh",
|
235 |
+
"value": 1005614.507384023
|
236 |
}
|
237 |
},
|
238 |
"per_token": {
|
|
|
240 |
"latency": {
|
241 |
"unit": "s",
|
242 |
"count": 15,
|
243 |
+
"total": 0.394110692000055,
|
244 |
+
"mean": 0.026274046133337,
|
245 |
+
"stdev": 0.0014381931309885257,
|
246 |
+
"p50": 0.025665832000015598,
|
247 |
+
"p90": 0.02846344360001467,
|
248 |
+
"p95": 0.028496894100013038,
|
249 |
+
"p99": 0.028541014820000897,
|
250 |
"values": [
|
251 |
+
0.02572121500000435,
|
252 |
+
0.025665832000015598,
|
253 |
+
0.025420564000000923,
|
254 |
+
0.02532987500001127,
|
255 |
+
0.025417989999994006,
|
256 |
+
0.027851268000006257,
|
257 |
+
0.027899808000000803,
|
258 |
+
0.02847325800001954,
|
259 |
+
0.028448722000007365,
|
260 |
+
0.02855204499999786,
|
261 |
+
0.024604401999994252,
|
262 |
+
0.02579852900001356,
|
263 |
+
0.025092553000007456,
|
264 |
+
0.024815395999979728,
|
265 |
+
0.025019235000002027
|
266 |
]
|
267 |
},
|
268 |
"throughput": {
|
269 |
"unit": "tokens/s",
|
270 |
+
"value": 38.060373150185704
|
271 |
},
|
272 |
"energy": null,
|
273 |
"efficiency": null
|