Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
964c646
•
1 Parent(s): 8852189

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 +88 -88
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": "0.3.1",
83
- "optimum_benchmark_commit": "61123f7169ae188508e9e8c5ca6b9a54a00965ed",
84
  "transformers_version": "4.42.4",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.32.1",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1103.826944,
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": 4.815016288999999,
112
- "mean": 4.815016288999999,
113
  "stdev": 0.0,
114
- "p50": 4.815016288999999,
115
- "p90": 4.815016288999999,
116
- "p95": 4.815016288999999,
117
- "p99": 4.815016288999999,
118
  "values": [
119
- 4.815016288999999
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.787963178422717e-05,
126
- "ram": 2.837184156568355e-06,
127
  "gpu": 0,
128
- "total": 7.071681594079552e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 957.292544,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
@@ -141,50 +141,50 @@
141
  "latency": {
142
  "unit": "s",
143
  "count": 14,
144
- "total": 0.649780125000035,
145
- "mean": 0.04641286607143107,
146
- "stdev": 0.0021017405518133666,
147
- "p50": 0.046997310999998376,
148
- "p90": 0.04843621450001194,
149
- "p95": 0.04877234005001156,
150
- "p99": 0.04919454001000446,
151
  "values": [
152
- 0.04801482000002011,
153
- 0.04848816700001635,
154
- 0.048314992000001666,
155
- 0.04620872199998871,
156
- 0.04930009000000268,
157
- 0.048168908999997484,
158
- 0.04717622699999424,
159
- 0.04827287400001978,
160
- 0.044453621000002386,
161
- 0.04392718400001172,
162
- 0.04435945399998786,
163
- 0.04681839500000251,
164
- 0.043093159999983754,
165
- 0.043183510000005754
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 43.09149960534495
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.6921039940654368e-06,
175
- "ram": 7.071460148836194e-08,
176
  "gpu": 0.0,
177
- "total": 1.7628185955537987e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1134546.6884933158
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 958.34112,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
@@ -193,44 +193,44 @@
193
  "latency": {
194
  "unit": "s",
195
  "count": 14,
196
- "total": 0.40178420000006554,
197
- "mean": 0.02869887142857611,
198
- "stdev": 0.0020055303466046926,
199
- "p50": 0.028683768999997028,
200
- "p90": 0.030827087599996618,
201
- "p95": 0.030911896549996244,
202
- "p99": 0.030993064910004194,
203
  "values": [
204
- 0.03085726399999089,
205
- 0.030564666000003626,
206
- 0.03059406100001638,
207
- 0.030162001000007876,
208
- 0.030756676000009975,
209
- 0.03071923600001014,
210
- 0.03101335700000618,
211
- 0.026851593000003504,
212
- 0.026902168000020765,
213
- 0.0271348339999804,
214
- 0.027056368000017983,
215
- 0.02720553699998618,
216
- 0.02599590900001658,
217
- 0.02597052999999505
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 34.844575769773215
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 9.910391801413323e-07,
227
- "ram": 4.141869096656594e-08,
228
  "gpu": 0.0,
229
- "total": 1.0324578711078993e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 968562.5224852324
234
  }
235
  },
236
  "per_token": {
@@ -238,33 +238,33 @@
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
- "total": 0.39606571600003804,
242
- "mean": 0.028290408285717,
243
- "stdev": 0.0019376003125794723,
244
- "p50": 0.02828171550000036,
245
- "p90": 0.030349178500000563,
246
- "p95": 0.03042934630000076,
247
- "p99": 0.030509196459997553,
248
  "values": [
249
- 0.030375601000002916,
250
- 0.030089615000008507,
251
- 0.030133626999997887,
252
- 0.0296856479999974,
253
- 0.03028752599999507,
254
- 0.030229167000015877,
255
- 0.030529158999996753,
256
- 0.02650943099999381,
257
- 0.026529409000005444,
258
- 0.02678993699998955,
259
- 0.026714536000014277,
260
- 0.02687778300000332,
261
- 0.02566045000000372,
262
- 0.025653827000013507
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 35.34766942564313
268
  },
269
  "energy": null,
270
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.3.1",
83
+ "optimum_benchmark_commit": "64d7cde4ffc4c5c7d57f80bbb0bfaa5207878a13",
84
  "transformers_version": "4.42.4",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.32.1",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1103.872,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.919561983999984,
112
+ "mean": 4.919561983999984,
113
  "stdev": 0.0,
114
+ "p50": 4.919561983999984,
115
+ "p90": 4.919561983999984,
116
+ "p95": 4.919561983999984,
117
+ "p99": 4.919561983999984,
118
  "values": [
119
+ 4.919561983999984
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.792191134558784e-05,
126
+ "ram": 2.8389705653262353e-06,
127
  "gpu": 0,
128
+ "total": 7.076088191091407e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 957.100032,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
141
  "latency": {
142
  "unit": "s",
143
  "count": 14,
144
+ "total": 0.6292663929999094,
145
+ "mean": 0.04494759949999353,
146
+ "stdev": 0.0032029502100528818,
147
+ "p50": 0.045445408500000894,
148
+ "p90": 0.04740634529999852,
149
+ "p95": 0.049214044600006446,
150
+ "p99": 0.051885698519998864,
151
  "values": [
152
+ 0.046442116999969585,
153
+ 0.046554438000043774,
154
+ 0.04738424699996813,
155
+ 0.04406174499996496,
156
+ 0.047415816000011546,
157
+ 0.046660520999978417,
158
+ 0.04625886700000592,
159
+ 0.04248507699998072,
160
+ 0.052553611999996974,
161
+ 0.042031533999988824,
162
+ 0.04463194999999587,
163
+ 0.04138110299999198,
164
+ 0.04088198499999862,
165
+ 0.04052338100001407
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 44.496258359699226
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.6222853903417236e-06,
175
+ "ram": 6.779806889596785e-08,
176
  "gpu": 0.0,
177
+ "total": 1.6900834592376914e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1183373.512750723
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 957.886464,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
 
193
  "latency": {
194
  "unit": "s",
195
  "count": 14,
196
+ "total": 0.3747018060000755,
197
+ "mean": 0.02676441471429111,
198
+ "stdev": 0.0017937853965709284,
199
+ "p50": 0.02618412200001785,
200
+ "p90": 0.02879489439999361,
201
+ "p95": 0.028894297850013118,
202
+ "p99": 0.028979822770045304,
203
  "values": [
204
+ 0.028836732999991455,
205
+ 0.028697270999998636,
206
+ 0.02855340100001058,
207
+ 0.02900120400005335,
208
+ 0.0285897420000083,
209
+ 0.028582808999999543,
210
+ 0.02637456000002203,
211
+ 0.025872948000028373,
212
+ 0.02564162400000214,
213
+ 0.025993684000013673,
214
+ 0.024065482000025895,
215
+ 0.02488537199997154,
216
+ 0.025462244999971517,
217
+ 0.024144730999978492
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 37.36304382796911
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 1.0019173555903966e-06,
227
+ "ram": 4.1872209415600974e-08,
228
  "gpu": 0.0,
229
+ "total": 1.0437895650059985e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 958047.5160184737
234
  }
235
  },
236
  "per_token": {
 
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
+ "total": 0.36880336300004046,
242
+ "mean": 0.026343097357145746,
243
+ "stdev": 0.0017236772430817462,
244
+ "p50": 0.025735604499999454,
245
+ "p90": 0.02829241819999311,
246
+ "p95": 0.028386767600002825,
247
+ "p99": 0.02847083912000528,
248
  "values": [
249
+ 0.028330181000001176,
250
+ 0.028204304999974283,
251
+ 0.02811211200003072,
252
+ 0.028491857000005893,
253
+ 0.028079714000000422,
254
+ 0.028069073000040135,
255
+ 0.025991390000001502,
256
+ 0.025479818999997406,
257
+ 0.025319158000002062,
258
+ 0.025469389000022602,
259
+ 0.023749839000004158,
260
+ 0.02454904000001079,
261
+ 0.02513633299997764,
262
+ 0.023821152999971673
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 37.96060829303898
268
  },
269
  "energy": null,
270
  "efficiency": null