Commit
•
a9106c0
1
Parent(s):
22445b9
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,
|
@@ -107,51 +107,50 @@
|
|
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 |
-
0.04179752999999664
|
133 |
]
|
134 |
},
|
135 |
"throughput": {
|
136 |
"unit": "tokens/s",
|
137 |
-
"value":
|
138 |
},
|
139 |
"energy": {
|
140 |
"unit": "kWh",
|
141 |
-
"cpu": 1.
|
142 |
-
"ram":
|
143 |
"gpu": 0.0,
|
144 |
-
"total": 1.
|
145 |
},
|
146 |
"efficiency": {
|
147 |
"unit": "tokens/kWh",
|
148 |
-
"value":
|
149 |
}
|
150 |
},
|
151 |
"decode": {
|
152 |
"memory": {
|
153 |
"unit": "MB",
|
154 |
-
"max_ram":
|
155 |
"max_global_vram": null,
|
156 |
"max_process_vram": null,
|
157 |
"max_reserved": null,
|
@@ -159,78 +158,76 @@
|
|
159 |
},
|
160 |
"latency": {
|
161 |
"unit": "s",
|
162 |
-
"count":
|
163 |
-
"total": 0.
|
164 |
-
"mean": 0.
|
165 |
-
"stdev": 0.
|
166 |
-
"p50": 0.
|
167 |
-
"p90": 0.
|
168 |
-
"p95": 0.
|
169 |
-
"p99": 0.
|
170 |
"values": [
|
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 |
-
0.
|
184 |
-
0.025767367000014474
|
185 |
]
|
186 |
},
|
187 |
"throughput": {
|
188 |
"unit": "tokens/s",
|
189 |
-
"value":
|
190 |
},
|
191 |
"energy": {
|
192 |
"unit": "kWh",
|
193 |
-
"cpu":
|
194 |
-
"ram": 4.
|
195 |
"gpu": 0.0,
|
196 |
-
"total": 1.
|
197 |
},
|
198 |
"efficiency": {
|
199 |
"unit": "tokens/kWh",
|
200 |
-
"value":
|
201 |
}
|
202 |
},
|
203 |
"per_token": {
|
204 |
"memory": null,
|
205 |
"latency": {
|
206 |
"unit": "s",
|
207 |
-
"count":
|
208 |
-
"total": 0.
|
209 |
-
"mean": 0.
|
210 |
-
"stdev": 0.
|
211 |
-
"p50": 0.
|
212 |
-
"p90": 0.
|
213 |
-
"p95": 0.
|
214 |
-
"p99": 0.
|
215 |
"values": [
|
216 |
-
0.
|
217 |
-
0.
|
218 |
-
0.
|
219 |
-
0.
|
220 |
-
0.
|
221 |
-
0.
|
222 |
-
0.
|
223 |
-
0.
|
224 |
-
0.
|
225 |
-
0.
|
226 |
-
0.
|
227 |
-
0.
|
228 |
-
0.06760964099999
|
229 |
]
|
230 |
},
|
231 |
"throughput": {
|
232 |
"unit": "tokens/s",
|
233 |
-
"value":
|
234 |
},
|
235 |
"energy": null,
|
236 |
"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": "a1b82bb7f67b3f3680a50df8b7281faa4fcbf3b9",
|
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": 949.051392,
|
103 |
"max_global_vram": null,
|
104 |
"max_process_vram": null,
|
105 |
"max_reserved": null,
|
|
|
107 |
},
|
108 |
"latency": {
|
109 |
"unit": "s",
|
110 |
+
"count": 13,
|
111 |
+
"total": 0.6153932619999409,
|
112 |
+
"mean": 0.047337943230764686,
|
113 |
+
"stdev": 0.0015734775953318693,
|
114 |
+
"p50": 0.047914752999986376,
|
115 |
+
"p90": 0.04841116839999131,
|
116 |
+
"p95": 0.048477497999999744,
|
117 |
+
"p99": 0.04854072600000791,
|
118 |
"values": [
|
119 |
+
0.04855653300000995,
|
120 |
+
0.047639868000004526,
|
121 |
+
0.04835660999998481,
|
122 |
+
0.04795962699998313,
|
123 |
+
0.047628887000001896,
|
124 |
+
0.048304692999977306,
|
125 |
+
0.04755912600001011,
|
126 |
+
0.04818492800001195,
|
127 |
+
0.048424807999992936,
|
128 |
+
0.047914752999986376,
|
129 |
+
0.04736688699998126,
|
130 |
+
0.04398664699999699,
|
131 |
+
0.04350989499999969
|
|
|
132 |
]
|
133 |
},
|
134 |
"throughput": {
|
135 |
"unit": "tokens/s",
|
136 |
+
"value": 42.249406364157586
|
137 |
},
|
138 |
"energy": {
|
139 |
"unit": "kWh",
|
140 |
+
"cpu": 1.709942598849679e-06,
|
141 |
+
"ram": 7.146015882199207e-08,
|
142 |
"gpu": 0.0,
|
143 |
+
"total": 1.781402757671671e-06
|
144 |
},
|
145 |
"efficiency": {
|
146 |
"unit": "tokens/kWh",
|
147 |
+
"value": 1122710.7353387282
|
148 |
}
|
149 |
},
|
150 |
"decode": {
|
151 |
"memory": {
|
152 |
"unit": "MB",
|
153 |
+
"max_ram": 949.051392,
|
154 |
"max_global_vram": null,
|
155 |
"max_process_vram": null,
|
156 |
"max_reserved": null,
|
|
|
158 |
},
|
159 |
"latency": {
|
160 |
"unit": "s",
|
161 |
+
"count": 13,
|
162 |
+
"total": 0.38661631800002283,
|
163 |
+
"mean": 0.029739716769232524,
|
164 |
+
"stdev": 0.0011171013748241222,
|
165 |
+
"p50": 0.03016380299999355,
|
166 |
+
"p90": 0.03055844879998517,
|
167 |
+
"p95": 0.030688758599984566,
|
168 |
+
"p99": 0.030804068519991006,
|
169 |
"values": [
|
170 |
+
0.0305926669999792,
|
171 |
+
0.03016380299999355,
|
172 |
+
0.030421576000009054,
|
173 |
+
0.03006071000001498,
|
174 |
+
0.0301450480000085,
|
175 |
+
0.030326057000024775,
|
176 |
+
0.030184741999988773,
|
177 |
+
0.030165606999986494,
|
178 |
+
0.030832895999992616,
|
179 |
+
0.029872347000008403,
|
180 |
+
0.02926838800001974,
|
181 |
+
0.026824779999998327,
|
182 |
+
0.027757696999998416
|
|
|
183 |
]
|
184 |
},
|
185 |
"throughput": {
|
186 |
"unit": "tokens/s",
|
187 |
+
"value": 33.625068044849655
|
188 |
},
|
189 |
"energy": {
|
190 |
"unit": "kWh",
|
191 |
+
"cpu": 1.024248200722171e-06,
|
192 |
+
"ram": 4.2800493624781654e-08,
|
193 |
"gpu": 0.0,
|
194 |
+
"total": 1.0670486943469527e-06
|
195 |
},
|
196 |
"efficiency": {
|
197 |
"unit": "tokens/kWh",
|
198 |
+
"value": 937164.3536961663
|
199 |
}
|
200 |
},
|
201 |
"per_token": {
|
202 |
"memory": null,
|
203 |
"latency": {
|
204 |
"unit": "s",
|
205 |
+
"count": 12,
|
206 |
+
"total": 0.9232734640000047,
|
207 |
+
"mean": 0.07693945533333373,
|
208 |
+
"stdev": 0.002687055910638835,
|
209 |
+
"p50": 0.0778170509999967,
|
210 |
+
"p90": 0.07875482420002129,
|
211 |
+
"p95": 0.07898692285000664,
|
212 |
+
"p99": 0.07920613656998796,
|
213 |
"values": [
|
214 |
+
0.07784581999999318,
|
215 |
+
0.07876272700002573,
|
216 |
+
0.07807001899999477,
|
217 |
+
0.07775228500000253,
|
218 |
+
0.07868369899998129,
|
219 |
+
0.07775354700001458,
|
220 |
+
0.07838956800000574,
|
221 |
+
0.0792609399999833,
|
222 |
+
0.07778828200000021,
|
223 |
+
0.07679571599999235,
|
224 |
+
0.07088428300002647,
|
225 |
+
0.0712865779999845
|
|
|
226 |
]
|
227 |
},
|
228 |
"throughput": {
|
229 |
"unit": "tokens/s",
|
230 |
+
"value": 12.997232637891496
|
231 |
},
|
232 |
"energy": null,
|
233 |
"efficiency": null
|