Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
37338e6
•
1 Parent(s): 7d25837

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": "3.10.15",
82
  "optimum_benchmark_version": "0.4.0",
83
- "optimum_benchmark_commit": "ac20cfed675e8f5ef3270e658accc99c6fb3141d",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.34.2",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1115.992064,
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": 4.826102868000021,
112
- "mean": 4.826102868000021,
113
  "stdev": 0.0,
114
- "p50": 4.826102868000021,
115
- "p90": 4.826102868000021,
116
- "p95": 4.826102868000021,
117
- "p99": 4.826102868000021,
118
  "values": [
119
- 4.826102868000021
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.76943476222211e-05,
126
- "ram": 2.8310399782495974e-06,
127
  "gpu": 0,
128
- "total": 7.052538760047069e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 970.24,
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": 0.6247074389998488,
145
- "mean": 0.04164716259998992,
146
- "stdev": 0.0006661999822193306,
147
- "p50": 0.0417017439999654,
148
- "p90": 0.04181996560001835,
149
- "p95": 0.04243451500000219,
150
- "p99": 0.043524123799995776,
151
  "values": [
152
- 0.043796525999994174,
153
- 0.04170864699995036,
154
- 0.04177372000003743,
155
- 0.041548575000035726,
156
- 0.04185079600000563,
157
- 0.041714587999990727,
158
- 0.041532695000000786,
159
- 0.041361983999991025,
160
- 0.04170960900000864,
161
- 0.0417017439999654,
162
- 0.041697205999980724,
163
- 0.04171488899999076,
164
- 0.040934856999967906,
165
- 0.04091257599998244,
166
- 0.04074902699994709
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
- "value": 48.02247920727459
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
- "cpu": 1.591961297111109e-06,
176
- "ram": 6.656919157278087e-08,
177
  "gpu": 0.0,
178
- "total": 1.6585304886838897e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
- "value": 1205886.7857093662
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
- "max_ram": 970.502144,
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": 0.3893285870000227,
198
- "mean": 0.025955239133334848,
199
- "stdev": 0.0011070549483587968,
200
- "p50": 0.025689650000003894,
201
- "p90": 0.027749413199990157,
202
- "p95": 0.028456467900019787,
203
- "p99": 0.028653415980035107,
204
  "values": [
205
- 0.028350960000011582,
206
- 0.025689650000003894,
207
- 0.026847092999958022,
208
- 0.025625538999975106,
209
- 0.025655034000010346,
210
- 0.025320093000004817,
211
- 0.025747889999991003,
212
- 0.025810536999983924,
213
- 0.02569728399998894,
214
- 0.02569534100001647,
215
- 0.025260370000012244,
216
- 0.028702653000038936,
217
- 0.024834757000007812,
218
- 0.02491017599999168,
219
- 0.02518121000002793
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
- "value": 38.527866950594934
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
- "cpu": 9.38959317819456e-07,
229
- "ram": 3.9261308901821436e-08,
230
  "gpu": 0.0,
231
- "total": 9.78220626721278e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
- "value": 1022264.2752399531
236
  }
237
  },
238
  "per_token": {
@@ -240,34 +240,34 @@
240
  "latency": {
241
  "unit": "s",
242
  "count": 15,
243
- "total": 0.383212563000086,
244
- "mean": 0.025547504200005733,
245
- "stdev": 0.0010804639560491268,
246
- "p50": 0.025307619000045634,
247
- "p90": 0.02731572299998106,
248
- "p95": 0.028013789800002086,
249
- "p99": 0.028137121960012338,
250
  "values": [
251
- 0.027947718999996596,
252
- 0.025311486000020977,
253
- 0.026367728999957762,
254
- 0.025218772000016543,
255
- 0.025283112000010988,
256
- 0.02494535599998926,
257
- 0.025358556000014687,
258
- 0.02543227400002479,
259
- 0.025316846999999143,
260
- 0.025307619000045634,
261
- 0.024865405000014107,
262
- 0.0281679550000149,
263
- 0.024488274000020738,
264
- 0.02440772899996091,
265
- 0.02479372999999896
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
- "value": 39.14276683042
271
  },
272
  "energy": null,
273
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.15",
82
  "optimum_benchmark_version": "0.4.0",
83
+ "optimum_benchmark_commit": "90b9d6a064a5ab3f3d10643e55c9c7af485f9e6c",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.34.2",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1105.26464,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.645852631999986,
112
+ "mean": 4.645852631999986,
113
  "stdev": 0.0,
114
+ "p50": 4.645852631999986,
115
+ "p90": 4.645852631999986,
116
+ "p95": 4.645852631999986,
117
+ "p99": 4.645852631999986,
118
  "values": [
119
+ 4.645852631999986
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.617358700555593e-05,
126
+ "ram": 2.767425757216743e-06,
127
  "gpu": 0,
128
+ "total": 6.894101276277268e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 959.77472,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
141
  "latency": {
142
  "unit": "s",
143
  "count": 15,
144
+ "total": 0.6249881040000389,
145
+ "mean": 0.041665873600002595,
146
+ "stdev": 0.0010758572912257383,
147
+ "p50": 0.041541249999994534,
148
+ "p90": 0.042055888799984585,
149
+ "p95": 0.04303735949998781,
150
+ "p99": 0.04476753829999552,
151
  "values": [
152
+ 0.04194250599999805,
153
+ 0.04197400499998594,
154
+ 0.04181098199998701,
155
+ 0.041541249999994534,
156
+ 0.040924162000010256,
157
+ 0.04147199100000876,
158
+ 0.04092121700000462,
159
+ 0.04520008299999745,
160
+ 0.04185042500000691,
161
+ 0.04196413600001847,
162
+ 0.04124792400000388,
163
+ 0.042110477999983686,
164
+ 0.0404621039999995,
165
+ 0.040881443000017725,
166
+ 0.04068539800002213
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 48.00091363018668
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.5827714124444458e-06,
176
+ "ram": 6.618293850284879e-08,
177
  "gpu": 0.0,
178
+ "total": 1.6489543509472946e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1212889.852803406
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 959.905792,
189
  "max_global_vram": null,
190
  "max_process_vram": null,
191
  "max_reserved": null,
 
194
  "latency": {
195
  "unit": "s",
196
  "count": 15,
197
+ "total": 0.3809219299999711,
198
+ "mean": 0.025394795333331405,
199
+ "stdev": 0.0005679228940908295,
200
+ "p50": 0.025256861000002573,
201
+ "p90": 0.02628667239999345,
202
+ "p95": 0.026475408099989294,
203
+ "p99": 0.02653491761999305,
204
  "values": [
205
+ 0.0260513890000027,
206
+ 0.02579371000001629,
207
+ 0.0253640710000127,
208
+ 0.026443527999987282,
209
+ 0.025078379999996514,
210
+ 0.02498344299999644,
211
+ 0.026549794999993992,
212
+ 0.025308357000000115,
213
+ 0.025256861000002573,
214
+ 0.025656945999998015,
215
+ 0.02515256800000998,
216
+ 0.0246250170000053,
217
+ 0.025001635999984728,
218
+ 0.02484186999998883,
219
+ 0.02481435899997564
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 39.37814764301215
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 9.433701129027967e-07,
229
+ "ram": 3.945158877667318e-08,
230
  "gpu": 0.0,
231
+ "total": 9.828217016794703e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 1017478.5500678048
236
  }
237
  },
238
  "per_token": {
 
240
  "latency": {
241
  "unit": "s",
242
  "count": 15,
243
+ "total": 0.3757448340000167,
244
+ "mean": 0.025049655600001112,
245
+ "stdev": 0.000540970085283527,
246
+ "p50": 0.024875050999980886,
247
+ "p90": 0.02592688500000122,
248
+ "p95": 0.026084945000002337,
249
+ "p99": 0.02609682820000671,
250
  "values": [
251
+ 0.025699344000003066,
252
+ 0.02545050200001242,
253
+ 0.02502907800001708,
254
+ 0.026099799000007806,
255
+ 0.02476945499998351,
256
+ 0.024621680999985074,
257
+ 0.02607857899999999,
258
+ 0.024962404000007155,
259
+ 0.024875050999980886,
260
+ 0.02529026400000589,
261
+ 0.024813558000005287,
262
+ 0.02429861000001665,
263
+ 0.024703031000001374,
264
+ 0.024543144999995548,
265
+ 0.024510332999994944
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 39.92070853061771
271
  },
272
  "energy": null,
273
  "efficiency": null