Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
f745c74
•
1 Parent(s): e78f646

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 +89 -89
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -80,8 +80,8 @@
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.3.1",
83
- "optimum_benchmark_commit": "7ced484c6c538274314e9bbd7dcb0b3e27a51bd6",
84
- "transformers_version": "4.42.4",
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": 1110.2208,
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": 4.89993832899998,
112
- "mean": 4.89993832899998,
113
  "stdev": 0.0,
114
- "p50": 4.89993832899998,
115
- "p90": 4.89993832899998,
116
- "p95": 4.89993832899998,
117
- "p99": 4.89993832899998,
118
  "values": [
119
- 4.89993832899998
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.790275573730469e-05,
126
- "ram": 2.8381027481839283e-06,
127
  "gpu": 0,
128
- "total": 7.074085848548862e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 963.698688,
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": 0.6533902749999925,
145
- "mean": 0.04667073392857089,
146
- "stdev": 0.0026580375267486267,
147
- "p50": 0.04782122299998548,
148
- "p90": 0.049002336099997025,
149
- "p95": 0.049257540499996824,
150
- "p99": 0.04953580809999835,
151
  "values": [
152
- 0.0476816829999791,
153
- 0.04786606700000107,
154
- 0.046922825000024204,
155
- 0.04818927100001247,
156
- 0.04883554799999956,
157
- 0.049070244999995793,
158
- 0.04960537499999873,
159
- 0.048843881999999894,
160
- 0.04778363299999455,
161
- 0.04785881299997641,
162
- 0.04436572000000183,
163
- 0.04255468799999562,
164
- 0.0419687339999939,
165
- 0.04184379100001934
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 42.85340794213737
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.73345596893974e-06,
175
- "ram": 7.244287153639561e-08,
176
  "gpu": 0.0,
177
- "total": 1.8058988404761358e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1107481.745474009
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 964.616192,
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": 0.4075911999999562,
197
- "mean": 0.029113657142854014,
198
- "stdev": 0.001623126632109569,
199
- "p50": 0.029815719499993065,
200
- "p90": 0.030728378499986775,
201
- "p95": 0.030870671699990738,
202
- "p99": 0.031035481539996964,
203
  "values": [
204
- 0.031076683999998522,
205
- 0.029890859999994746,
206
- 0.029911667999982683,
207
- 0.029740578999991385,
208
- 0.030759741999986545,
209
- 0.030507120999999415,
210
- 0.03065519699998731,
211
- 0.03027338399999735,
212
- 0.02945244099998945,
213
- 0.028242176000020436,
214
- 0.026841124000014815,
215
- 0.026406102000009923,
216
- 0.026872582999999395,
217
- 0.026961538999984214
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 34.34814098047628
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 1.1008839676345608e-06,
227
- "ram": 4.600763470494127e-08,
228
  "gpu": 0.0,
229
- "total": 1.146891602339502e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 871921.9828274413
234
  }
235
  },
236
  "per_token": {
@@ -238,33 +238,33 @@
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
- "total": 0.40157153600000584,
242
- "mean": 0.028683681142857558,
243
- "stdev": 0.0015411560115765725,
244
- "p50": 0.029338638499993408,
245
- "p90": 0.030234958499991648,
246
- "p95": 0.030374843600002067,
247
- "p99": 0.03052408152001675,
248
  "values": [
249
- 0.03056139100002042,
250
- 0.029413188000006585,
251
- 0.029425960999986955,
252
- 0.02926408899998023,
253
- 0.030274394999992182,
254
- 0.029997278000024608,
255
- 0.030142939999990404,
256
- 0.029787846999994372,
257
- 0.02897779500000297,
258
- 0.02789737200001241,
259
- 0.02651444500000366,
260
- 0.026109168000004956,
261
- 0.026560581000012462,
262
- 0.026645085999973617
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 34.86302873817181
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": "15551974bf1587da56f13594c8d29dbb2a9cc72d",
84
+ "transformers_version": "4.43.1",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
87
  "accelerate_commit": null,
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1121.161216,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.999508577000029,
112
+ "mean": 4.999508577000029,
113
  "stdev": 0.0,
114
+ "p50": 4.999508577000029,
115
+ "p90": 4.999508577000029,
116
+ "p95": 4.999508577000029,
117
+ "p99": 4.999508577000029,
118
  "values": [
119
+ 4.999508577000029
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.901350286271837e-05,
126
+ "ram": 2.884585809480314e-06,
127
  "gpu": 0,
128
+ "total": 7.189808867219869e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 974.78656,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
141
  "latency": {
142
  "unit": "s",
143
  "count": 14,
144
+ "total": 0.6536937339998872,
145
+ "mean": 0.04669240957142051,
146
+ "stdev": 0.002411470177445133,
147
+ "p50": 0.045245096999991574,
148
+ "p90": 0.05004423239998346,
149
+ "p95": 0.050440481049975006,
150
+ "p99": 0.05058298340996999,
151
  "values": [
152
+ 0.04493532700001879,
153
+ 0.04454583899996578,
154
+ 0.044629565999969145,
155
+ 0.044714354000007006,
156
+ 0.04466232599997966,
157
+ 0.046878152000033424,
158
+ 0.044811956999978975,
159
+ 0.04929482300002519,
160
+ 0.05061860899996873,
161
+ 0.04934345399999529,
162
+ 0.050344565999978386,
163
+ 0.049326592999989316,
164
+ 0.04555486699996436,
165
+ 0.044033301000013125
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 42.833514448227575
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.739835796724771e-06,
175
+ "ram": 7.271002312108975e-08,
176
  "gpu": 0.0,
177
+ "total": 1.8125458198458607e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1103420.3814886624
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 975.572992,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
 
193
  "latency": {
194
  "unit": "s",
195
  "count": 14,
196
+ "total": 0.4064616420001812,
197
+ "mean": 0.029032974428584372,
198
+ "stdev": 0.0018256324536103873,
199
+ "p50": 0.028632922000014105,
200
+ "p90": 0.03136768960002882,
201
+ "p95": 0.03143494605001536,
202
+ "p99": 0.03148326600999155,
203
  "values": [
204
+ 0.027487650000011854,
205
+ 0.02909272200002988,
206
+ 0.027609678000033,
207
+ 0.02690113199997768,
208
+ 0.02817312199999833,
209
+ 0.02711192599997503,
210
+ 0.030766914000025736,
211
+ 0.0314953459999856,
212
+ 0.031402423000031376,
213
+ 0.030323805000023185,
214
+ 0.03128664500002287,
215
+ 0.030804454000019632,
216
+ 0.02748215900004425,
217
+ 0.026523666000002777
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 34.44359455693425
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 1.0445743444077246e-06,
227
+ "ram": 4.365581908950847e-08,
228
  "gpu": 0.0,
229
+ "total": 1.0882301634972342e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 918923.2512966836
234
  }
235
  },
236
  "per_token": {
 
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
+ "total": 0.4006024190001085,
242
+ "mean": 0.02861445850000775,
243
+ "stdev": 0.0017559117726899736,
244
+ "p50": 0.028268575500021598,
245
+ "p90": 0.030864076600016686,
246
+ "p95": 0.030932095500008926,
247
+ "p99": 0.030976560699989476,
248
  "values": [
249
+ 0.02713259500001186,
250
+ 0.028736576000028435,
251
+ 0.027271855000037704,
252
+ 0.026549083999952927,
253
+ 0.02780057500001476,
254
+ 0.026748345999976664,
255
+ 0.030257349999999406,
256
+ 0.030987676999984615,
257
+ 0.03090216700002202,
258
+ 0.029830251000021235,
259
+ 0.03077519900000425,
260
+ 0.03031315399999812,
261
+ 0.027104944000029718,
262
+ 0.026192646000026798
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 34.947367604378364
268
  },
269
  "energy": null,
270
  "efficiency": null