Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
2e128b5
•
1 Parent(s): 3dbdeac

Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json +79 -73
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -78,7 +78,7 @@
78
  "processor": "x86_64",
79
  "python_version": "3.10.14",
80
  "optimum_benchmark_version": "0.2.0",
81
- "optimum_benchmark_commit": "e65976e2695b67f37a76baa42b75347a3a733547",
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": 955.957248,
101
  "max_global_vram": null,
102
  "max_process_vram": null,
103
  "max_reserved": null,
@@ -105,49 +105,51 @@
105
  },
106
  "latency": {
107
  "unit": "s",
108
- "count": 12,
109
- "total": 0.6236697900000365,
110
- "mean": 0.051972482500003046,
111
- "stdev": 0.0009896066504936835,
112
- "p50": 0.05210255250000273,
113
- "p90": 0.05304659979999542,
114
- "p95": 0.053136141500004896,
115
- "p99": 0.05319952350001245,
116
  "values": [
117
- 0.05155812900000001,
118
- 0.052824126999979626,
119
- 0.04986573400000793,
120
- 0.05278003500001205,
121
- 0.053071318999997175,
122
- 0.05040250700000115,
123
- 0.05203853800000502,
124
- 0.053215369000014334,
125
- 0.05216656700000044,
126
- 0.0519547510000109,
127
- 0.05239303100000825,
128
- 0.05139968299999964
 
 
129
  ]
130
  },
131
  "throughput": {
132
  "unit": "tokens/s",
133
- "value": 38.481902418263026
134
  },
135
  "energy": {
136
  "unit": "kWh",
137
- "cpu": 1.8088019857502946e-06,
138
- "ram": 7.559147743902176e-08,
139
  "gpu": 0.0,
140
- "total": 1.8843934631893163e-06
141
  },
142
  "efficiency": {
143
  "unit": "tokens/kWh",
144
- "value": 1061349.4681811414
145
  }
146
  },
147
  "decode": {
148
  "memory": {
149
  "unit": "MB",
150
- "max_ram": 955.957248,
151
  "max_global_vram": null,
152
  "max_process_vram": null,
153
  "max_reserved": null,
@@ -155,74 +157,78 @@
155
  },
156
  "latency": {
157
  "unit": "s",
158
- "count": 12,
159
- "total": 0.39321803700005376,
160
- "mean": 0.03276816975000448,
161
- "stdev": 0.0006748811504500961,
162
- "p50": 0.0327170760000115,
163
- "p90": 0.03378614469999661,
164
- "p95": 0.03385203670000862,
165
- "p99": 0.03386303054002099,
166
  "values": [
167
- 0.03271283300000505,
168
- 0.032177411000020584,
169
- 0.033228828000005706,
170
- 0.03329431000000227,
171
- 0.03278884600001675,
172
- 0.03386577900002408,
173
- 0.03238653299999328,
174
- 0.032143327,
175
- 0.03146428799999512,
176
- 0.03384079299999598,
177
- 0.032593769999976985,
178
- 0.03272131900001796
 
 
179
  ]
180
  },
181
  "throughput": {
182
  "unit": "tokens/s",
183
- "value": 30.517420033807753
184
  },
185
  "energy": {
186
  "unit": "kWh",
187
- "cpu": 1.0553131199846372e-06,
188
- "ram": 4.4104752275368847e-08,
189
  "gpu": 0.0,
190
- "total": 1.0994178722600061e-06
191
  },
192
  "efficiency": {
193
  "unit": "tokens/kWh",
194
- "value": 909572.261131576
195
  }
196
  },
197
  "per_token": {
198
  "memory": null,
199
  "latency": {
200
  "unit": "s",
201
- "count": 11,
202
- "total": 0.9328658499999847,
203
- "mean": 0.08480598636363497,
204
- "stdev": 0.0009291750153929013,
205
- "p50": 0.08503700500000377,
206
- "p90": 0.08592041700001118,
207
- "p95": 0.08601157249999858,
208
- "p99": 0.0860844968999885,
209
  "values": [
210
- 0.08507433500000161,
211
- 0.08307965399998807,
212
- 0.08610272799998597,
213
- 0.08592041700001118,
214
- 0.08426797600000668,
215
- 0.08445250200000487,
216
- 0.085390775999997,
217
- 0.0836498909999932,
218
- 0.08576265100001024,
219
- 0.08503700500000377,
220
- 0.08412791499998207
 
 
221
  ]
222
  },
223
  "throughput": {
224
  "unit": "tokens/s",
225
- "value": 11.791620413589136
226
  },
227
  "energy": null,
228
  "efficiency": null
 
78
  "processor": "x86_64",
79
  "python_version": "3.10.14",
80
  "optimum_benchmark_version": "0.2.0",
81
+ "optimum_benchmark_commit": "519f5ad32b6cd1fea2bd501503e24d19a1e23c22",
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": 956.19072,
101
  "max_global_vram": null,
102
  "max_process_vram": null,
103
  "max_reserved": null,
 
105
  },
106
  "latency": {
107
  "unit": "s",
108
+ "count": 14,
109
+ "total": 0.6442976150000845,
110
+ "mean": 0.04602125821429175,
111
+ "stdev": 0.0026015645220651335,
112
+ "p50": 0.04631292800002029,
113
+ "p90": 0.04780322490003073,
114
+ "p95": 0.04933660205002468,
115
+ "p99": 0.05137414040999999,
116
  "values": [
117
+ 0.04726590799998576,
118
+ 0.046043585000006715,
119
+ 0.04630186700001104,
120
+ 0.046715800000015406,
121
+ 0.04742532500000607,
122
+ 0.04647002000001521,
123
+ 0.046113835999960884,
124
+ 0.046229230999983884,
125
+ 0.04632398900002954,
126
+ 0.047965182000041295,
127
+ 0.051883524999993824,
128
+ 0.04167295299998841,
129
+ 0.04202367700003151,
130
+ 0.04186271700001498
131
  ]
132
  },
133
  "throughput": {
134
  "unit": "tokens/s",
135
+ "value": 43.45817732073449
136
  },
137
  "energy": {
138
  "unit": "kWh",
139
+ "cpu": 1.6599653495682612e-06,
140
+ "ram": 6.937188619229317e-08,
141
  "gpu": 0.0,
142
+ "total": 1.7293372357605545e-06
143
  },
144
  "efficiency": {
145
  "unit": "tokens/kWh",
146
+ "value": 1156512.4249004037
147
  }
148
  },
149
  "decode": {
150
  "memory": {
151
  "unit": "MB",
152
+ "max_ram": 956.19072,
153
  "max_global_vram": null,
154
  "max_process_vram": null,
155
  "max_reserved": null,
 
157
  },
158
  "latency": {
159
  "unit": "s",
160
+ "count": 14,
161
+ "total": 0.4015182429998845,
162
+ "mean": 0.028679874499991747,
163
+ "stdev": 0.001459387188051206,
164
+ "p50": 0.029090048999989904,
165
+ "p90": 0.02968808949997879,
166
+ "p95": 0.03020780624997883,
167
+ "p99": 0.030976322049983764,
168
  "values": [
169
+ 0.02939843000001474,
170
+ 0.028604666999967776,
171
+ 0.029300426999952833,
172
+ 0.029416293999986465,
173
+ 0.02969053599997551,
174
+ 0.028834668000001784,
175
+ 0.028879671000026974,
176
+ 0.029672622000020965,
177
+ 0.031168450999984998,
178
+ 0.029682380999986435,
179
+ 0.028366564000009475,
180
+ 0.025951943999984906,
181
+ 0.026268525999967096,
182
+ 0.02628306200000452
183
  ]
184
  },
185
  "throughput": {
186
  "unit": "tokens/s",
187
+ "value": 34.86765606314936
188
  },
189
  "energy": {
190
  "unit": "kWh",
191
+ "cpu": 9.77447904922344e-07,
192
+ "ram": 4.085141083469303e-08,
193
  "gpu": 0.0,
194
+ "total": 1.0182993157570368e-06
195
  },
196
  "efficiency": {
197
  "unit": "tokens/kWh",
198
+ "value": 982029.531519981
199
  }
200
  },
201
  "per_token": {
202
  "memory": null,
203
  "latency": {
204
  "unit": "s",
205
+ "count": 13,
206
+ "total": 0.9695522889999779,
207
+ "mean": 0.0745809453076906,
208
+ "stdev": 0.00385916121725017,
209
+ "p50": 0.07558691600002021,
210
+ "p90": 0.07765270479999345,
211
+ "p95": 0.07877236819998643,
212
+ "p99": 0.08009081443998865,
213
  "values": [
214
+ 0.074671445999968,
215
+ 0.07558691600002021,
216
+ 0.07616815000000088,
217
+ 0.07712849500001084,
218
+ 0.07534657600001538,
219
+ 0.07502181099999916,
220
+ 0.07584827299996277,
221
+ 0.07756887200002893,
222
+ 0.07767366299998457,
223
+ 0.08042042599998922,
224
+ 0.06766062399998418,
225
+ 0.06827810600003659,
226
+ 0.06817893099997718
227
  ]
228
  },
229
  "throughput": {
230
  "unit": "tokens/s",
231
+ "value": 13.408250537377976
232
  },
233
  "energy": null,
234
  "efficiency": null