Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
42534c0
•
1 Parent(s): 5c7a007

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 -91
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": "1184dccbee75a8580e1bb5b5a4484cd8c18bf2b0",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1122.680832,
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": 4.854445980999969,
112
- "mean": 4.854445980999969,
113
  "stdev": 0.0,
114
- "p50": 4.854445980999969,
115
- "p90": 4.854445980999969,
116
- "p95": 4.854445980999969,
117
- "p99": 4.854445980999969,
118
  "values": [
119
- 4.854445980999969
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.803281123333516e-05,
126
- "ram": 2.8436015418870465e-06,
127
  "gpu": 0,
128
- "total": 7.087641277522221e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 975.900672,
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": 0.6502646009998898,
145
- "mean": 0.04335097339999265,
146
- "stdev": 0.0022802032663954376,
147
- "p50": 0.04433920699995042,
148
- "p90": 0.04570921699998962,
149
- "p95": 0.045892653999987945,
150
- "p99": 0.045937582799977006,
151
  "values": [
152
- 0.04538911200000939,
153
- 0.0458685849999938,
154
- 0.04433920699995042,
155
- 0.045470164999983353,
156
- 0.0451127329999963,
157
- 0.04510473700003104,
158
- 0.045948814999974275,
159
- 0.045215870999982144,
160
- 0.043355172999952174,
161
- 0.04092621600000257,
162
- 0.03962544999995998,
163
- 0.040447275000019545,
164
- 0.039778477000027124,
165
- 0.04160371000000396,
166
- 0.04207907500000374
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
- "value": 46.135065562341886
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
- "cpu": 1.585308693111049e-06,
176
- "ram": 6.625317908471332e-08,
177
  "gpu": 0.0,
178
- "total": 1.6515618721957622e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
- "value": 1210974.9163323727
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
- "max_ram": 976.818176,
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": 0.40057570199996917,
198
- "mean": 0.026705046799997946,
199
- "stdev": 0.0016660367056711065,
200
- "p50": 0.027859126000009837,
201
- "p90": 0.02838041700000531,
202
- "p95": 0.02847344879999696,
203
- "p99": 0.02862334175997262,
204
  "values": [
205
- 0.02821750099997189,
206
- 0.02793257499996571,
207
- 0.02806054600000607,
208
- 0.027859126000009837,
209
- 0.028145144000006894,
210
- 0.028660814999966533,
211
- 0.02839314900001,
212
- 0.028361318999998275,
213
- 0.024258344000031684,
214
- 0.02450376599995252,
215
- 0.02478201900004251,
216
- 0.024940505000017765,
217
- 0.0247045830000161,
218
- 0.025589426999999887,
219
- 0.026166882999973495
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
- "value": 37.446105505423674
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
- "cpu": 9.315535544584748e-07,
229
- "ram": 3.893205938780352e-08,
230
  "gpu": 0.0,
231
- "total": 9.704856138462787e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
- "value": 1030411.9769861897
236
  }
237
  },
238
  "per_token": {
@@ -240,34 +240,34 @@
240
  "latency": {
241
  "unit": "s",
242
  "count": 15,
243
- "total": 0.394335382999941,
244
- "mean": 0.0262890255333294,
245
- "stdev": 0.0015784582251021433,
246
- "p50": 0.027370326000038858,
247
- "p90": 0.027898661000028822,
248
- "p95": 0.027972391300033907,
249
- "p99": 0.02808808786000327,
250
  "values": [
251
- 0.027696049999974548,
252
- 0.027457710999954088,
253
- 0.027536189000045397,
254
- 0.027370326000038858,
255
- 0.027666503999967063,
256
- 0.02811701199999561,
257
- 0.027910411000050317,
258
- 0.027881035999996584,
259
- 0.023948351000001367,
260
- 0.024191948999998658,
261
- 0.024462959000004503,
262
- 0.024620653999988917,
263
- 0.02438186599999881,
264
- 0.02525733299995636,
265
- 0.025837031999969895
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
- "value": 38.03868647516788
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": "004348a741507f161e4fae5078d05de404e8b911",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1120.52224,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.898741243000018,
112
+ "mean": 4.898741243000018,
113
  "stdev": 0.0,
114
+ "p50": 4.898741243000018,
115
+ "p90": 4.898741243000018,
116
+ "p95": 4.898741243000018,
117
+ "p99": 4.898741243000018,
118
  "values": [
119
+ 4.898741243000018
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.885001806666651e-05,
126
+ "ram": 2.877681825014333e-06,
127
  "gpu": 0,
128
+ "total": 7.172769989168084e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 973.869056,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
141
  "latency": {
142
  "unit": "s",
143
  "count": 15,
144
+ "total": 0.6257791219999831,
145
+ "mean": 0.041718608133332204,
146
+ "stdev": 0.001177454218340798,
147
+ "p50": 0.04153412899998443,
148
+ "p90": 0.043432467800005266,
149
+ "p95": 0.044411046200005445,
150
+ "p99": 0.044561811640001565,
151
  "values": [
152
+ 0.044599503000000595,
153
+ 0.041614138999989336,
154
+ 0.04103775100000462,
155
+ 0.04159751800000322,
156
+ 0.04169722399998932,
157
+ 0.04076599199999009,
158
+ 0.04208575100000189,
159
+ 0.04153412899998443,
160
+ 0.04123691300000587,
161
+ 0.04103763099999469,
162
+ 0.041533667000010155,
163
+ 0.04433027900000752,
164
+ 0.0404831030000139,
165
+ 0.04036471199998459,
166
+ 0.04186081000000286
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 47.94023792951151
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.573494847555556e-06,
176
+ "ram": 6.575962165813817e-08,
177
  "gpu": 0.0,
178
+ "total": 1.6392544692136942e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1220066.827671573
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 974.655488,
189
  "max_global_vram": null,
190
  "max_process_vram": null,
191
  "max_reserved": null,
 
194
  "latency": {
195
  "unit": "s",
196
  "count": 15,
197
+ "total": 0.37992531400001894,
198
+ "mean": 0.025328354266667928,
199
+ "stdev": 0.00040302153875766965,
200
+ "p50": 0.02528048400000671,
201
+ "p90": 0.02574020860000701,
202
+ "p95": 0.025973493300000428,
203
+ "p99": 0.026284876259990143,
204
  "values": [
205
+ 0.025640500000008615,
206
+ 0.025806681000005938,
207
+ 0.025358111000002737,
208
+ 0.025431338999993613,
209
+ 0.025270448000014767,
210
+ 0.025007597000012538,
211
+ 0.02559782999998106,
212
+ 0.025133662000001777,
213
+ 0.024923127999983308,
214
+ 0.025129815000013878,
215
+ 0.02636272199998757,
216
+ 0.02528048400000671,
217
+ 0.025418126999994684,
218
+ 0.024751107000014372,
219
+ 0.02481376299999738
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 39.481443976642346
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 9.515049875139124e-07,
229
+ "ram": 3.976624341829131e-08,
230
  "gpu": 0.0,
231
+ "total": 9.91271230932204e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 1008805.6313907016
236
  }
237
  },
238
  "per_token": {
 
240
  "latency": {
241
  "unit": "s",
242
  "count": 15,
243
+ "total": 0.37433884599997214,
244
+ "mean": 0.02495592306666481,
245
+ "stdev": 0.00036163836955554064,
246
+ "p50": 0.024933043999993743,
247
+ "p90": 0.02537344679999478,
248
+ "p95": 0.025557832000001213,
249
+ "p99": 0.025743270399993322,
250
  "values": [
251
+ 0.02522577400000614,
252
+ 0.02545849000000544,
253
+ 0.025008176999989473,
254
+ 0.025055334999990464,
255
+ 0.02490142799999262,
256
+ 0.024664505000004056,
257
+ 0.025245881999978792,
258
+ 0.02473397500000374,
259
+ 0.024581288999996787,
260
+ 0.02478559100001121,
261
+ 0.025789629999991348,
262
+ 0.024933043999993743,
263
+ 0.025066919999972015,
264
+ 0.02441344500002174,
265
+ 0.024475361000014573
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 40.07064765060775
271
  },
272
  "energy": null,
273
  "efficiency": null