Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
39fa2e2
·
verified ·
1 Parent(s): 8b32209

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 +91 -94
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -80,7 +80,7 @@
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.4.0",
83
- "optimum_benchmark_commit": "e1b2533cc248426321f96c19cea6b85683224daa",
84
  "transformers_version": "4.44.0",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1110.106112,
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": 4.431499846000008,
112
- "mean": 4.431499846000008,
113
  "stdev": 0.0,
114
- "p50": 4.431499846000008,
115
- "p90": 4.431499846000008,
116
- "p95": 4.431499846000008,
117
- "p99": 4.431499846000008,
118
  "values": [
119
- 4.431499846000008
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.381383197777776e-05,
126
- "ram": 2.667249431347984e-06,
127
  "gpu": 0,
128
- "total": 6.648108140912574e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 964.243456,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
@@ -140,52 +140,51 @@
140
  },
141
  "latency": {
142
  "unit": "s",
143
- "count": 15,
144
- "total": 0.633866939000086,
145
- "mean": 0.042257795933339067,
146
- "stdev": 0.0022627962995333778,
147
- "p50": 0.043015192999973806,
148
- "p90": 0.04400327120000611,
149
- "p95": 0.04460784380000291,
150
- "p99": 0.04521897515999058,
151
  "values": [
152
- 0.04132535999997344,
153
- 0.043587500000001,
154
- 0.043015192999973806,
155
- 0.04149027900001556,
156
- 0.04428045200000952,
157
- 0.042801915000040935,
158
- 0.0419240870000408,
159
- 0.043266211000002386,
160
- 0.045371757999987494,
161
- 0.04303129300001274,
162
- 0.042888327000014215,
163
- 0.04324074300001257,
164
- 0.04353674499998306,
165
- 0.037164970999981506,
166
- 0.03694210500003692
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
- "value": 47.32854508443756
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
- "cpu": 1.4663247436213562e-06,
176
- "ram": 6.12816719834781e-08,
177
  "gpu": 0.0,
178
- "total": 1.5276064156048343e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
- "value": 1309237.7588687516
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
- "max_ram": 964.374528,
189
  "max_global_vram": null,
190
  "max_process_vram": null,
191
  "max_reserved": null,
@@ -193,81 +192,79 @@
193
  },
194
  "latency": {
195
  "unit": "s",
196
- "count": 15,
197
- "total": 0.39309330300000056,
198
- "mean": 0.026206220200000036,
199
- "stdev": 0.0015553394751897168,
200
- "p50": 0.026556994999964445,
201
- "p90": 0.02738863559999345,
202
- "p95": 0.02774044969998499,
203
- "p99": 0.028364591540024547,
204
  "values": [
205
- 0.02683275900000126,
206
- 0.026556994999964445,
207
- 0.02582561999997779,
208
- 0.026951650000000882,
209
- 0.02736245700003792,
210
- 0.026718195000000833,
211
- 0.026543048999997154,
212
- 0.028520627000034438,
213
- 0.027248344000042835,
214
- 0.025753525000027366,
215
- 0.027406087999963802,
216
- 0.026286780999953407,
217
- 0.025751773000024514,
218
- 0.022579555999982404,
219
- 0.02275588399999151
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
- "value": 38.15887954723049
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
- "cpu": 8.831254926532062e-07,
229
- "ram": 3.690828551996629e-08,
230
  "gpu": 0.0,
231
- "total": 9.200337781731719e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
- "value": 1086916.615154728
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
- "count": 15,
243
- "total": 0.3862710479999123,
244
- "mean": 0.025751403199994152,
245
- "stdev": 0.0014939751907894476,
246
- "p50": 0.026108548999957293,
247
- "p90": 0.026890532600009464,
248
- "p95": 0.027231152799993195,
249
- "p99": 0.027842508159999398,
250
  "values": [
251
- 0.026328889000012623,
252
- 0.026108548999957293,
253
- 0.02538315499998589,
254
- 0.02644016599998622,
255
- 0.02687087000003885,
256
- 0.026248568999960753,
257
- 0.026021865999950933,
258
- 0.027995347000000947,
259
- 0.026733202999992045,
260
- 0.025302123000017218,
261
- 0.026903640999989875,
262
- 0.025838744999987284,
263
- 0.025399356000036732,
264
- 0.022270389000027535,
265
- 0.0224261799999681
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
- "value": 38.832835330706445
271
  },
272
  "energy": null,
273
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.4.0",
83
+ "optimum_benchmark_commit": "8b759bc0742b6984132ce7d4aeb59966503ba57b",
84
  "transformers_version": "4.44.0",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1119.719424,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.925840445000006,
112
+ "mean": 4.925840445000006,
113
  "stdev": 0.0,
114
+ "p50": 4.925840445000006,
115
+ "p90": 4.925840445000006,
116
+ "p95": 4.925840445000006,
117
+ "p99": 4.925840445000006,
118
  "values": [
119
+ 4.925840445000006
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.793170408888851e-05,
126
+ "ram": 2.8393658329107946e-06,
127
  "gpu": 0,
128
+ "total": 7.07710699217993e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 973.06624,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
140
  },
141
  "latency": {
142
  "unit": "s",
143
+ "count": 14,
144
+ "total": 0.6263432039999941,
145
+ "mean": 0.044738800285713864,
146
+ "stdev": 0.002633418672725704,
147
+ "p50": 0.04617310849999967,
148
+ "p90": 0.047166001799982385,
149
+ "p95": 0.04732767859998575,
150
+ "p99": 0.04752415331999231,
151
  "values": [
152
+ 0.04757327199999395,
153
+ 0.04719543599998133,
154
+ 0.04619376200000147,
155
+ 0.04709732199998484,
156
+ 0.047052078000007214,
157
+ 0.04694275299999617,
158
+ 0.04662765400001945,
159
+ 0.04615245499999787,
160
+ 0.04505270799998584,
161
+ 0.041319427000019004,
162
+ 0.0411367769999913,
163
+ 0.041381502999996655,
164
+ 0.04133641999999327,
165
+ 0.04128163700002574
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 44.703925613281285
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.6394411379629708e-06,
175
+ "ram": 6.85144342279952e-08,
176
  "gpu": 0.0,
177
+ "total": 1.7079555721909659e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1170990.6466913535
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 973.852672,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
 
192
  },
193
  "latency": {
194
  "unit": "s",
195
+ "count": 14,
196
+ "total": 0.3860359160000826,
197
+ "mean": 0.0275739940000059,
198
+ "stdev": 0.0019596914736748614,
199
+ "p50": 0.0286559719999957,
200
+ "p90": 0.02971536740000147,
201
+ "p95": 0.029939379149996625,
202
+ "p99": 0.03005021662999127,
203
  "values": [
204
+ 0.03007792599998993,
205
+ 0.029012743000009777,
206
+ 0.029294060000012223,
207
+ 0.02895467500002269,
208
+ 0.02986477700000023,
209
+ 0.029366745000004357,
210
+ 0.028688657999992984,
211
+ 0.028623285999998416,
212
+ 0.025059923000014805,
213
+ 0.025434883000002628,
214
+ 0.025786751000026698,
215
+ 0.025182311000008895,
216
+ 0.025392173000000184,
217
+ 0.025297004999998762
 
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 36.26605561747007
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 9.593390450000044e-07,
227
+ "ram": 4.009225225651637e-08,
228
  "gpu": 0.0,
229
+ "total": 9.99431297256521e-07
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 1000569.0263503256
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
+ "count": 14,
241
+ "total": 0.38004733800002555,
242
+ "mean": 0.027146238428573253,
243
+ "stdev": 0.0018724549039217731,
244
+ "p50": 0.02817034849998379,
245
+ "p90": 0.029219261399987317,
246
+ "p95": 0.029432710449978573,
247
+ "p99": 0.02952059408998423,
248
  "values": [
249
+ 0.029542564999985643,
250
+ 0.028526625000012018,
251
+ 0.028758489000011878,
252
+ 0.02845431000000076,
253
+ 0.029373557999974764,
254
+ 0.028859236000016608,
255
+ 0.028195865999975922,
256
+ 0.028144830999991655,
257
+ 0.024742329000019936,
258
+ 0.02511322099999802,
259
+ 0.025455742000019654,
260
+ 0.02483678500001929,
261
+ 0.025065201000018078,
262
+ 0.02497857999998132
 
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 36.8375162780355
268
  },
269
  "energy": null,
270
  "efficiency": null