Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
795c911
•
1 Parent(s): 8aa556e

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 +111 -111
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": "0.5.0.dev0",
83
- "optimum_benchmark_commit": "70f6b4dead3d8aa6a032126c9fcf37c802af9db4",
84
  "transformers_version": "4.47.0",
85
  "transformers_commit": null,
86
  "accelerate_version": "1.2.0",
@@ -101,7 +101,7 @@
101
  "load_model": {
102
  "memory": {
103
  "unit": "MB",
104
- "max_ram": 1127.886848,
105
  "max_global_vram": null,
106
  "max_process_vram": null,
107
  "max_reserved": null,
@@ -110,32 +110,32 @@
110
  "latency": {
111
  "unit": "s",
112
  "values": [
113
- 1.7268132440000272
114
  ],
115
  "count": 1,
116
- "total": 1.7268132440000272,
117
- "mean": 1.7268132440000272,
118
- "p50": 1.7268132440000272,
119
- "p90": 1.7268132440000272,
120
- "p95": 1.7268132440000272,
121
- "p99": 1.7268132440000272,
122
  "stdev": 0,
123
  "stdev_": 0
124
  },
125
  "throughput": null,
126
  "energy": {
127
  "unit": "kWh",
128
- "cpu": 0.00019374549012777766,
129
- "ram": 8.103220384743473e-06,
130
  "gpu": 0,
131
- "total": 0.00020184871051252113
132
  },
133
  "efficiency": null
134
  },
135
  "prefill": {
136
  "memory": {
137
  "unit": "MB",
138
- "max_ram": 1014.136832,
139
  "max_global_vram": null,
140
  "max_process_vram": null,
141
  "max_reserved": null,
@@ -144,44 +144,44 @@
144
  "latency": {
145
  "unit": "s",
146
  "values": [
147
- 0.1049164620000056,
148
- 0.10837024499994641,
149
- 0.10605028399999128,
150
- 0.10717551999999841,
151
- 0.10757043500001373,
152
- 0.10120337600000084,
153
- 0.10045641599998589
154
  ],
155
  "count": 7,
156
- "total": 0.7357427379999422,
157
- "mean": 0.10510610542856316,
158
- "p50": 0.10605028399999128,
159
- "p90": 0.10789035899998681,
160
- "p95": 0.10813030199996661,
161
- "p99": 0.10832225639995045,
162
- "stdev": 0.002897988233886027,
163
- "stdev_": 2.75720256408481
164
  },
165
  "throughput": {
166
  "unit": "samples/s",
167
- "value": 19.028390328469815
168
  },
169
  "energy": {
170
  "unit": "kWh",
171
- "cpu": 4.08732398277768e-06,
172
- "ram": 1.7091615687391412e-07,
173
  "gpu": 0.0,
174
- "total": 4.2582401396515955e-06
175
  },
176
  "efficiency": {
177
  "unit": "samples/kWh",
178
- "value": 469677.5978828751
179
  }
180
  },
181
  "decode": {
182
  "memory": {
183
  "unit": "MB",
184
- "max_ram": 1014.136832,
185
  "max_global_vram": null,
186
  "max_process_vram": null,
187
  "max_reserved": null,
@@ -190,38 +190,38 @@
190
  "latency": {
191
  "unit": "s",
192
  "values": [
193
- 0.04877988999999161,
194
- 0.048366701000020385,
195
- 0.04971756700001606,
196
- 0.048209857999950145,
197
- 0.04902058699997269,
198
- 0.0415895489999798,
199
- 0.042087214999980915
200
  ],
201
  "count": 7,
202
- "total": 0.3277713669999116,
203
- "mean": 0.04682448099998737,
204
- "p50": 0.048366701000020385,
205
- "p90": 0.04929937899999004,
206
- "p95": 0.04950847300000305,
207
- "p99": 0.049675748200013456,
208
- "stdev": 0.0031883799442905454,
209
- "stdev_": 6.809215769612919
210
  },
211
  "throughput": {
212
  "unit": "tokens/s",
213
- "value": 42.712699794804756
214
  },
215
  "energy": {
216
  "unit": "kWh",
217
- "cpu": 1.4060360387502055e-06,
218
- "ram": 5.879931345840644e-08,
219
  "gpu": 0.0,
220
- "total": 1.4648353522086169e-06
221
  },
222
  "efficiency": {
223
  "unit": "tokens/kWh",
224
- "value": 1365341.1606870932
225
  }
226
  },
227
  "per_token": {
@@ -229,65 +229,65 @@
229
  "latency": {
230
  "unit": "s",
231
  "values": [
232
- 0.048297722999961934,
233
- 0.048297722999961934,
234
- 0.10887628699998686,
235
- 0.04795000400002891,
236
- 0.048297722999961934,
237
- 0.10887628699998686,
238
- 0.04795000400002891,
239
- 0.10648974299999736,
240
- 0.04924963500002377,
241
- 0.048297722999961934,
242
- 0.10887628699998686,
243
- 0.04795000400002891,
244
- 0.10648974299999736,
245
- 0.04924963500002377,
246
- 0.10766665500000272,
247
- 0.047716769999965436,
248
- 0.048297722999961934,
249
- 0.10887628699998686,
250
- 0.04795000400002891,
251
- 0.10648974299999736,
252
- 0.04924963500002377,
253
- 0.10766665500000272,
254
- 0.047716769999965436,
255
- 0.10808741800002508,
256
- 0.048560950999956276,
257
- 0.048297722999961934,
258
- 0.10887628699998686,
259
- 0.04795000400002891,
260
- 0.10648974299999736,
261
- 0.04924963500002377,
262
- 0.10766665500000272,
263
- 0.047716769999965436,
264
- 0.10808741800002508,
265
- 0.048560950999956276,
266
- 0.10168528400004107,
267
- 0.04124788299998272,
268
- 0.048297722999961934,
269
- 0.10887628699998686,
270
- 0.04795000400002891,
271
- 0.10648974299999736,
272
- 0.04924963500002377,
273
- 0.10766665500000272,
274
- 0.047716769999965436,
275
- 0.10808741800002508,
276
- 0.048560950999956276,
277
- 0.10168528400004107,
278
- 0.04124788299998272,
279
- 0.10081719800001565,
280
- 0.04171658499996056
281
  ],
282
  "count": 49,
283
- "total": 3.5776176209997743,
284
- "mean": 0.07301260451019947,
285
- "p50": 0.04924963500002377,
286
- "p90": 0.10887628699998686,
287
- "p95": 0.10887628699998686,
288
- "p99": 0.10887628699998686,
289
- "stdev": 0.02943379812723238,
290
- "stdev_": 40.31331072858884
291
  },
292
  "throughput": null,
293
  "energy": null,
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.15",
82
  "optimum_benchmark_version": "0.5.0.dev0",
83
+ "optimum_benchmark_commit": "fc224307c41301d024a8231662a117210adcc42c",
84
  "transformers_version": "4.47.0",
85
  "transformers_commit": null,
86
  "accelerate_version": "1.2.0",
 
101
  "load_model": {
102
  "memory": {
103
  "unit": "MB",
104
+ "max_ram": 1128.009728,
105
  "max_global_vram": null,
106
  "max_process_vram": null,
107
  "max_reserved": null,
 
110
  "latency": {
111
  "unit": "s",
112
  "values": [
113
+ 1.738905370999987
114
  ],
115
  "count": 1,
116
+ "total": 1.738905370999987,
117
+ "mean": 1.738905370999987,
118
+ "p50": 1.738905370999987,
119
+ "p90": 1.738905370999987,
120
+ "p95": 1.738905370999987,
121
+ "p99": 1.738905370999987,
122
  "stdev": 0,
123
  "stdev_": 0
124
  },
125
  "throughput": null,
126
  "energy": {
127
  "unit": "kWh",
128
+ "cpu": 0.00020091411059999968,
129
+ "ram": 8.403008284717558e-06,
130
  "gpu": 0,
131
+ "total": 0.00020931711888471724
132
  },
133
  "efficiency": null
134
  },
135
  "prefill": {
136
  "memory": {
137
  "unit": "MB",
138
+ "max_ram": 1013.846016,
139
  "max_global_vram": null,
140
  "max_process_vram": null,
141
  "max_reserved": null,
 
144
  "latency": {
145
  "unit": "s",
146
  "values": [
147
+ 0.10766683900004637,
148
+ 0.107950164999977,
149
+ 0.10809216399997013,
150
+ 0.11041405299999951,
151
+ 0.1086571779999872,
152
+ 0.10561827200001517,
153
+ 0.09983079199997746
154
  ],
155
  "count": 7,
156
+ "total": 0.7482294629999728,
157
+ "mean": 0.10688992328571041,
158
+ "p50": 0.107950164999977,
159
+ "p90": 0.10935992799999213,
160
+ "p95": 0.10988699049999581,
161
+ "p99": 0.11030864049999878,
162
+ "stdev": 0.0031659844829682415,
163
+ "stdev_": 2.9619110816514977
164
  },
165
  "throughput": {
166
  "unit": "samples/s",
167
+ "value": 18.710837640458575
168
  },
169
  "energy": {
170
  "unit": "kWh",
171
+ "cpu": 5.105279355555662e-06,
172
+ "ram": 2.1347913165446673e-07,
173
  "gpu": 0.0,
174
+ "total": 5.318758487210128e-06
175
  },
176
  "efficiency": {
177
  "unit": "samples/kWh",
178
+ "value": 376027.6020822049
179
  }
180
  },
181
  "decode": {
182
  "memory": {
183
  "unit": "MB",
184
+ "max_ram": 1013.846016,
185
  "max_global_vram": null,
186
  "max_process_vram": null,
187
  "max_reserved": null,
 
190
  "latency": {
191
  "unit": "s",
192
  "values": [
193
+ 0.04843920700000126,
194
+ 0.050118504000010944,
195
+ 0.04896830000001273,
196
+ 0.04876840800000082,
197
+ 0.04959914600004822,
198
+ 0.04326124900001105,
199
+ 0.04287749400003804
200
  ],
201
  "count": 7,
202
+ "total": 0.33203230800012307,
203
+ "mean": 0.047433186857160435,
204
+ "p50": 0.04876840800000082,
205
+ "p90": 0.04980688920003331,
206
+ "p95": 0.04996269660002213,
207
+ "p99": 0.05008734252001318,
208
+ "stdev": 0.002808486487369145,
209
+ "stdev_": 5.920931468987267
210
  },
211
  "throughput": {
212
  "unit": "tokens/s",
213
+ "value": 42.16457152716239
214
  },
215
  "energy": {
216
  "unit": "kWh",
217
+ "cpu": 3.9127215555537565e-07,
218
+ "ram": 1.6368483189456796e-08,
219
  "gpu": 0.0,
220
+ "total": 4.0764063874482694e-07
221
  },
222
  "efficiency": {
223
  "unit": "tokens/kWh",
224
+ "value": 4906282.175786578
225
  }
226
  },
227
  "per_token": {
 
229
  "latency": {
230
  "unit": "s",
231
  "values": [
232
+ 0.04800552799997604,
233
+ 0.04800552799997604,
234
+ 0.10840629599999829,
235
+ 0.0496686960000261,
236
+ 0.04800552799997604,
237
+ 0.10840629599999829,
238
+ 0.0496686960000261,
239
+ 0.10856856199995946,
240
+ 0.04849281400004202,
241
+ 0.04800552799997604,
242
+ 0.10840629599999829,
243
+ 0.0496686960000261,
244
+ 0.10856856199995946,
245
+ 0.04849281400004202,
246
+ 0.11091662999996288,
247
+ 0.04829653799998823,
248
+ 0.04800552799997604,
249
+ 0.10840629599999829,
250
+ 0.0496686960000261,
251
+ 0.10856856199995946,
252
+ 0.04849281400004202,
253
+ 0.11091662999996288,
254
+ 0.04829653799998823,
255
+ 0.1091538640000067,
256
+ 0.04911001400000714,
257
+ 0.04800552799997604,
258
+ 0.10840629599999829,
259
+ 0.0496686960000261,
260
+ 0.10856856199995946,
261
+ 0.04849281400004202,
262
+ 0.11091662999996288,
263
+ 0.04829653799998823,
264
+ 0.1091538640000067,
265
+ 0.04911001400000714,
266
+ 0.10613422400001582,
267
+ 0.042903231000025244,
268
+ 0.04800552799997604,
269
+ 0.10840629599999829,
270
+ 0.0496686960000261,
271
+ 0.10856856199995946,
272
+ 0.04849281400004202,
273
+ 0.11091662999996288,
274
+ 0.04829653799998823,
275
+ 0.1091538640000067,
276
+ 0.04911001400000714,
277
+ 0.10613422400001582,
278
+ 0.042903231000025244,
279
+ 0.10021094099994343,
280
+ 0.04252077800003917
281
  ],
282
  "count": 49,
283
+ "total": 3.6222464629998967,
284
+ "mean": 0.07392339720407952,
285
+ "p50": 0.0496686960000261,
286
+ "p90": 0.1091538640000067,
287
+ "p95": 0.11091662999996288,
288
+ "p99": 0.11091662999996288,
289
+ "stdev": 0.029948824496890302,
290
+ "stdev_": 40.513322749779626
291
  },
292
  "throughput": null,
293
  "energy": null,