Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
7d8a695
•
1 Parent(s): a4d4eb8

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 +82 -79
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": "0.3.0",
83
- "optimum_benchmark_commit": "748abd0c7ac21cfb1798768cad39007b466ce8e8",
84
  "transformers_version": "4.42.3",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.31.0",
@@ -99,7 +99,7 @@
99
  "prefill": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 946.008064,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
@@ -107,51 +107,52 @@
107
  },
108
  "latency": {
109
  "unit": "s",
110
- "count": 14,
111
- "total": 0.6320337770000322,
112
- "mean": 0.045145269785716584,
113
- "stdev": 0.0014335878462813504,
114
- "p50": 0.045125155500002734,
115
- "p90": 0.046902648500014264,
116
- "p95": 0.047197662400014904,
117
- "p99": 0.04754591888000277,
118
  "values": [
119
- 0.04763298299999974,
120
- 0.0456690849999859,
121
- 0.04418219400000112,
122
- 0.04440058899999144,
123
- 0.04660881200001654,
124
- 0.04483366400000932,
125
- 0.04438437900000736,
126
- 0.04546087900001794,
127
- 0.04384111000001667,
128
- 0.04696325900002307,
129
- 0.045416646999996146,
130
- 0.04676122399999372,
131
- 0.042445647999983294,
132
- 0.0434333039999899
 
133
  ]
134
  },
135
  "throughput": {
136
  "unit": "tokens/s",
137
- "value": 44.3014297952601
138
  },
139
  "energy": {
140
  "unit": "kWh",
141
- "cpu": 1.7341009660619469e-06,
142
- "ram": 7.246936256592562e-08,
143
  "gpu": 0.0,
144
- "total": 1.8065703286278726e-06
145
  },
146
  "efficiency": {
147
  "unit": "tokens/kWh",
148
- "value": 1107070.103115798
149
  }
150
  },
151
  "decode": {
152
  "memory": {
153
  "unit": "MB",
154
- "max_ram": 946.008064,
155
  "max_global_vram": null,
156
  "max_process_vram": null,
157
  "max_reserved": null,
@@ -159,78 +160,80 @@
159
  },
160
  "latency": {
161
  "unit": "s",
162
- "count": 14,
163
- "total": 0.3873856239999611,
164
- "mean": 0.02767040171428294,
165
- "stdev": 0.0010203383328073155,
166
- "p50": 0.02784932599999479,
167
- "p90": 0.028944621900009793,
168
- "p95": 0.029149170250011024,
169
- "p99": 0.029290524449999678,
170
  "values": [
171
- 0.02905402800001866,
172
- 0.027074623000004294,
173
- 0.028120855999986816,
174
- 0.029325862999996843,
175
- 0.0286893409999891,
176
- 0.02792931999999837,
177
- 0.026574162999992268,
178
- 0.02688786499999196,
179
- 0.02776933199999121,
180
- 0.028617707999984532,
181
- 0.02826093600000945,
182
- 0.026421650000003183,
183
- 0.02646082300000785,
184
- 0.02619911599998659
 
185
  ]
186
  },
187
  "throughput": {
188
  "unit": "tokens/s",
189
- "value": 36.139699391636185
190
  },
191
  "energy": {
192
  "unit": "kWh",
193
- "cpu": 1.0917386858935517e-06,
194
- "ram": 4.5625750047650256e-08,
195
  "gpu": 0.0,
196
- "total": 1.1373644359412024e-06
197
  },
198
  "efficiency": {
199
  "unit": "tokens/kWh",
200
- "value": 879225.662768742
201
  }
202
  },
203
  "per_token": {
204
  "memory": null,
205
  "latency": {
206
  "unit": "s",
207
- "count": 13,
208
- "total": 0.9429658930000073,
209
- "mean": 0.07253583792307748,
210
- "stdev": 0.0018882593808772102,
211
- "p50": 0.0727285290000168,
212
- "p90": 0.07499621619999175,
213
- "p95": 0.07549775339998632,
214
- "p99": 0.07572449387998859,
215
  "values": [
216
- 0.0727393500000062,
217
- 0.07234661999999048,
218
- 0.073745869000021,
219
- 0.07530880299998444,
220
- 0.0727285290000168,
221
- 0.07103981299999873,
222
- 0.07236192899998173,
223
- 0.07143181100002494,
224
- 0.07578117899998915,
225
- 0.07351227499998458,
226
- 0.07339514800000302,
227
- 0.06892229000001748,
228
- 0.06965227699998877
 
229
  ]
230
  },
231
  "throughput": {
232
  "unit": "tokens/s",
233
- "value": 13.786288662722502
234
  },
235
  "energy": null,
236
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.3.0",
83
+ "optimum_benchmark_commit": "19eeac52e408e408898ac1fac3d9abefced0131b",
84
  "transformers_version": "4.42.3",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.31.0",
 
99
  "prefill": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 956.796928,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
107
  },
108
  "latency": {
109
  "unit": "s",
110
+ "count": 15,
111
+ "total": 0.654556035999974,
112
+ "mean": 0.04363706906666494,
113
+ "stdev": 0.0011435378132150255,
114
+ "p50": 0.04344892300002812,
115
+ "p90": 0.045377289200001766,
116
+ "p95": 0.04584508609999318,
117
+ "p99": 0.046038558819979584,
118
  "values": [
119
+ 0.045741440000000466,
120
+ 0.044831063000003724,
121
+ 0.043681317999983094,
122
+ 0.04389287399999375,
123
+ 0.042934197999983326,
124
+ 0.04408821999999191,
125
+ 0.04319089800000597,
126
+ 0.0426090679999902,
127
+ 0.04309415800000238,
128
+ 0.04344892300002812,
129
+ 0.04381533000000104,
130
+ 0.046086926999976185,
131
+ 0.04303371400001765,
132
+ 0.04204751500000725,
133
+ 0.042060389999988956
134
  ]
135
  },
136
  "throughput": {
137
  "unit": "tokens/s",
138
+ "value": 45.83259239855392
139
  },
140
  "energy": {
141
  "unit": "kWh",
142
+ "cpu": 1.6848262261461329e-06,
143
+ "ram": 7.041143620284629e-08,
144
  "gpu": 0.0,
145
+ "total": 1.7552376623489792e-06
146
  },
147
  "efficiency": {
148
  "unit": "tokens/kWh",
149
+ "value": 1139446.8355490179
150
  }
151
  },
152
  "decode": {
153
  "memory": {
154
  "unit": "MB",
155
+ "max_ram": 956.796928,
156
  "max_global_vram": null,
157
  "max_process_vram": null,
158
  "max_reserved": null,
 
160
  },
161
  "latency": {
162
  "unit": "s",
163
+ "count": 15,
164
+ "total": 0.3967881569999747,
165
+ "mean": 0.026452543799998316,
166
+ "stdev": 0.0007171637234269635,
167
+ "p50": 0.02624499399999536,
168
+ "p90": 0.02765210039999033,
169
+ "p95": 0.027785349899988886,
170
+ "p99": 0.027795537979998244,
171
  "values": [
172
+ 0.027798085000000583,
173
+ 0.02656862200001342,
174
+ 0.026154555000005075,
175
+ 0.02613009000000943,
176
+ 0.02639411399999858,
177
+ 0.02621539000000439,
178
+ 0.026402160000003505,
179
+ 0.02585750899999084,
180
+ 0.02624499399999536,
181
+ 0.026969742999995105,
182
+ 0.027779891999983874,
183
+ 0.027460413000000017,
184
+ 0.025642836000002944,
185
+ 0.025457747999979574,
186
+ 0.025712005999992016
187
  ]
188
  },
189
  "throughput": {
190
  "unit": "tokens/s",
191
+ "value": 37.803547649737325
192
  },
193
  "energy": {
194
  "unit": "kWh",
195
+ "cpu": 1.0071023194878185e-06,
196
+ "ram": 4.208515859005502e-08,
197
  "gpu": 0.0,
198
+ "total": 1.0491874780778736e-06
199
  },
200
  "efficiency": {
201
  "unit": "tokens/kWh",
202
+ "value": 953118.5044564335
203
  }
204
  },
205
  "per_token": {
206
  "memory": null,
207
  "latency": {
208
  "unit": "s",
209
+ "count": 14,
210
+ "total": 0.9780474509999806,
211
+ "mean": 0.06986053221428433,
212
+ "stdev": 0.00156174632545555,
213
+ "p50": 0.06973939199998824,
214
+ "p90": 0.07143772600000489,
215
+ "p95": 0.07225020065000365,
216
+ "p99": 0.07344347533000074,
217
  "values": [
218
+ 0.07141600500000322,
219
+ 0.06985661199999527,
220
+ 0.07002204200000506,
221
+ 0.06937164299998244,
222
+ 0.07028997500000855,
223
+ 0.06962217199998122,
224
+ 0.06849496000000954,
225
+ 0.06934188700000732,
226
+ 0.07041659199998662,
227
+ 0.0714470350000056,
228
+ 0.07374179400000003,
229
+ 0.06874257399999806,
230
+ 0.06741424400001961,
231
+ 0.06786991599997805
232
  ]
233
  },
234
  "throughput": {
235
  "unit": "tokens/s",
236
+ "value": 14.314233921560803
237
  },
238
  "energy": null,
239
  "efficiency": null