Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
bd0fb3d
•
1 Parent(s): e54a60c

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 +93 -90
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -76,12 +76,12 @@
76
  "cpu_ram_mb": 16757.342208,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
- "platform": "Linux-6.5.0-1023-azure-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.3.1",
83
- "optimum_benchmark_commit": "99fcabc594007fc692a6657e987b1cd9184b23bb",
84
- "transformers_version": "4.43.1",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
87
  "accelerate_commit": null,
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1121.042432,
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": 4.98935480800003,
112
- "mean": 4.98935480800003,
113
  "stdev": 0.0,
114
- "p50": 4.98935480800003,
115
- "p90": 4.98935480800003,
116
- "p95": 4.98935480800003,
117
- "p99": 4.98935480800003,
118
  "values": [
119
- 4.98935480800003
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.767836809158327e-05,
126
- "ram": 2.8287734232105777e-06,
127
  "gpu": 0,
128
- "total": 7.050714151479384e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 974.532608,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
@@ -140,50 +140,51 @@
140
  },
141
  "latency": {
142
  "unit": "s",
143
- "count": 13,
144
- "total": 0.6289879569998789,
145
- "mean": 0.04838368899999068,
146
- "stdev": 0.0011586016131887409,
147
- "p50": 0.04875374499999907,
148
- "p90": 0.04952680179995923,
149
- "p95": 0.049914410999974734,
150
- "p99": 0.05027401260000488,
151
  "values": [
152
- 0.04614502300000822,
153
- 0.0491750369999977,
154
- 0.04961474299994961,
155
- 0.047799013000030754,
156
- 0.05036391300001242,
157
- 0.047513613999967674,
158
- 0.046566525999992336,
159
- 0.04754206699999486,
160
- 0.04907924999997704,
161
- 0.04894661299999825,
162
- 0.04875374499999907,
163
- 0.04855826199997182,
164
- 0.048930150999979105
 
165
  ]
166
  },
167
  "throughput": {
168
  "unit": "tokens/s",
169
- "value": 41.33624453481389
170
  },
171
  "energy": {
172
  "unit": "kWh",
173
- "cpu": 1.6562419357123199e-06,
174
- "ram": 6.921679876299436e-08,
175
  "gpu": 0.0,
176
- "total": 1.7254587344753143e-06
177
  },
178
  "efficiency": {
179
  "unit": "tokens/kWh",
180
- "value": 1159112.0436781524
181
  }
182
  },
183
  "decode": {
184
  "memory": {
185
  "unit": "MB",
186
- "max_ram": 975.450112,
187
  "max_global_vram": null,
188
  "max_process_vram": null,
189
  "max_reserved": null,
@@ -191,77 +192,79 @@
191
  },
192
  "latency": {
193
  "unit": "s",
194
- "count": 13,
195
- "total": 0.38703461600005085,
196
- "mean": 0.02977189353846545,
197
- "stdev": 0.0011511022185167381,
198
- "p50": 0.029818787000010616,
199
- "p90": 0.030815458999973087,
200
- "p95": 0.03125857919998225,
201
- "p99": 0.0316915502400002,
202
  "values": [
203
- 0.029516385999954764,
204
- 0.031799793000004684,
205
- 0.03032663900000898,
206
- 0.030897769999967295,
207
- 0.030486214999996264,
208
- 0.029544448000024204,
209
- 0.029742123999994874,
210
- 0.03029458900005011,
211
- 0.0300327929999753,
212
- 0.028348999000002095,
213
- 0.029818787000010616,
214
- 0.029345489000036196,
215
- 0.026880584000025465
 
216
  ]
217
  },
218
  "throughput": {
219
  "unit": "tokens/s",
220
- "value": 33.5887268543398
221
  },
222
  "energy": {
223
  "unit": "kWh",
224
- "cpu": 9.409025090712089e-07,
225
- "ram": 3.9321118356752996e-08,
226
  "gpu": 0.0,
227
- "total": 9.802236274279617e-07
228
  },
229
  "efficiency": {
230
  "unit": "tokens/kWh",
231
- "value": 1020175.3681697411
232
  }
233
  },
234
  "per_token": {
235
  "memory": null,
236
  "latency": {
237
  "unit": "s",
238
- "count": 13,
239
- "total": 0.3806091710000601,
240
- "mean": 0.02927762853846616,
241
- "stdev": 0.0011309255586923173,
242
- "p50": 0.02930692700005011,
243
- "p90": 0.03029910640000253,
244
- "p95": 0.03075672319999967,
245
- "p99": 0.03120647263998535,
246
  "values": [
247
- 0.029024762999995346,
248
- 0.03131890999998177,
249
- 0.029843673000016224,
250
- 0.030381932000011602,
251
- 0.029967803999966236,
252
- 0.029066150000005564,
253
- 0.02925487999999632,
254
- 0.02980264600000737,
255
- 0.029507287999990695,
256
- 0.027797125000006417,
257
- 0.02930692700005011,
258
- 0.02881639700001415,
259
- 0.026520676000018284
 
260
  ]
261
  },
262
  "throughput": {
263
  "unit": "tokens/s",
264
- "value": 34.15577182715323
265
  },
266
  "energy": null,
267
  "efficiency": null
 
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": "0.3.1",
83
+ "optimum_benchmark_commit": "33e831737ff6c1ec1dbc9b676a3d556b900bd25a",
84
+ "transformers_version": "4.43.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
87
  "accelerate_commit": null,
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1121.73056,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.948798454000013,
112
+ "mean": 4.948798454000013,
113
  "stdev": 0.0,
114
+ "p50": 4.948798454000013,
115
+ "p90": 4.948798454000013,
116
+ "p95": 4.948798454000013,
117
+ "p99": 4.948798454000013,
118
  "values": [
119
+ 4.948798454000013
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.91237727801005e-05,
126
+ "ram": 2.8891965967625306e-06,
127
  "gpu": 0,
128
+ "total": 7.201296937686303e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 975.220736,
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": 0.6380420030000096,
145
+ "mean": 0.04557442878571497,
146
+ "stdev": 0.001977179993622194,
147
+ "p50": 0.046204283500003385,
148
+ "p90": 0.047234092100003976,
149
+ "p95": 0.047527313099998025,
150
+ "p99": 0.0478999482199967,
151
  "values": [
152
+ 0.045336886000001186,
153
+ 0.04799310699999637,
154
+ 0.046300383000016154,
155
+ 0.044825583000005054,
156
+ 0.047276500999998916,
157
+ 0.04646144199998048,
158
+ 0.044638523999992685,
159
+ 0.045729026000003614,
160
+ 0.047135138000015786,
161
+ 0.046108183999990615,
162
+ 0.04689300699999421,
163
+ 0.04678105800002186,
164
+ 0.04171696800000291,
165
+ 0.04084619599998973
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 43.884258196712445
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.6045445866054962e-06,
175
+ "ram": 6.705684685639425e-08,
176
  "gpu": 0.0,
177
+ "total": 1.6716014334618905e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1196457.4568819287
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 976.007168,
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": 0.3952328000000591,
197
+ "mean": 0.028230914285718507,
198
+ "stdev": 0.0016530014241895453,
199
+ "p50": 0.028653614500001368,
200
+ "p90": 0.029566023700004964,
201
+ "p95": 0.029959213100002557,
202
+ "p99": 0.03030180262000556,
203
  "values": [
204
+ 0.029728624000000536,
205
+ 0.03038745000000631,
206
+ 0.028491897999998628,
207
+ 0.028553813000002037,
208
+ 0.029186623000015288,
209
+ 0.028006794000020818,
210
+ 0.029109870000013416,
211
+ 0.02879168699999468,
212
+ 0.028753416000000698,
213
+ 0.027893091000009917,
214
+ 0.02825147900000502,
215
+ 0.029065196999994214,
216
+ 0.024900022999986504,
217
+ 0.024112835000011046
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 35.422161318589716
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 9.251274499628276e-07,
227
+ "ram": 3.8658295398428786e-08,
228
  "gpu": 0.0,
229
+ "total": 9.637857453612562e-07
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 1037575.0054543187
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
+ "count": 14,
241
+ "total": 0.3886631509999461,
242
+ "mean": 0.027761653642853292,
243
+ "stdev": 0.0015957681317948361,
244
+ "p50": 0.028151703499986525,
245
+ "p90": 0.02904881930001011,
246
+ "p95": 0.029448788000001967,
247
+ "p99": 0.02980908559998852,
248
  "values": [
249
+ 0.02920628000001102,
250
+ 0.02989915999998516,
251
+ 0.028029805999977953,
252
+ 0.02807049199998346,
253
+ 0.028681411000007984,
254
+ 0.027550603000008778,
255
+ 0.0286294640000051,
256
+ 0.028304257999991478,
257
+ 0.02823291499998959,
258
+ 0.027346893000014916,
259
+ 0.027767858000004253,
260
+ 0.02856644699997446,
261
+ 0.0245867889999829,
262
+ 0.023790775000009035
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 36.020909015894695
268
  },
269
  "energy": null,
270
  "efficiency": null