Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
947e92a
•
1 Parent(s): d138be0

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 +94 -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": "0.4.0",
83
- "optimum_benchmark_commit": "9a20da1f489402dd778fe1d26b97f74daf179458",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1110.700032,
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": 4.985544787999999,
112
- "mean": 4.985544787999999,
113
  "stdev": 0.0,
114
- "p50": 4.985544787999999,
115
- "p90": 4.985544787999999,
116
- "p95": 4.985544787999999,
117
- "p99": 4.985544787999999,
118
  "values": [
119
- 4.985544787999999
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.800998442777833e-05,
126
- "ram": 2.842646858687908e-06,
127
  "gpu": 0,
128
- "total": 7.085263128646624e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 964.042752,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
@@ -140,50 +140,52 @@
140
  },
141
  "latency": {
142
  "unit": "s",
143
- "count": 13,
144
- "total": 0.6267067390000136,
145
- "mean": 0.04820821069230874,
146
- "stdev": 0.0021459860148466967,
147
- "p50": 0.04866667599998209,
148
- "p90": 0.05023369680001224,
149
- "p95": 0.05072652079999784,
150
- "p99": 0.051186066559984054,
151
  "values": [
152
- 0.047659333000012793,
153
- 0.049725910999995904,
154
- 0.04912055899998791,
155
- 0.047947160999996186,
156
- 0.05034356600000933,
157
- 0.05130095299998061,
158
- 0.049040923999996267,
159
- 0.04866667599998209,
160
- 0.04979422000002387,
161
- 0.042715979000007565,
162
- 0.0478101570000149,
163
- 0.0470463489999986,
164
- 0.045534951000007595
 
 
165
  ]
166
  },
167
  "throughput": {
168
  "unit": "tokens/s",
169
- "value": 41.48670882570394
170
  },
171
  "energy": {
172
  "unit": "kWh",
173
- "cpu": 1.6627967724537004e-06,
174
- "ram": 6.949172502802344e-08,
175
  "gpu": 0.0,
176
- "total": 1.732288497481724e-06
177
  },
178
  "efficiency": {
179
  "unit": "tokens/kWh",
180
- "value": 1154542.1001798809
181
  }
182
  },
183
  "decode": {
184
  "memory": {
185
  "unit": "MB",
186
- "max_ram": 964.829184,
187
  "max_global_vram": null,
188
  "max_process_vram": null,
189
  "max_reserved": null,
@@ -191,77 +193,81 @@
191
  },
192
  "latency": {
193
  "unit": "s",
194
- "count": 13,
195
- "total": 0.386703625999985,
196
- "mean": 0.029746432769229614,
197
- "stdev": 0.0017120197487387923,
198
- "p50": 0.030086836999998923,
199
- "p90": 0.031649524999994585,
200
- "p95": 0.03174076799999739,
201
- "p99": 0.03184991280000531,
202
  "values": [
203
- 0.030281763999994382,
204
- 0.030534136999989414,
205
- 0.029945635000018456,
206
- 0.03164836900000978,
207
- 0.031649813999990783,
208
- 0.03084866800000441,
209
- 0.031877199000007295,
210
- 0.02999714899999617,
211
- 0.026491816999993034,
212
- 0.02757747299997959,
213
- 0.02695069300000341,
214
- 0.030086836999998923,
215
- 0.02881407099999933
 
 
216
  ]
217
  },
218
  "throughput": {
219
  "unit": "tokens/s",
220
- "value": 33.61747634608553
221
  },
222
  "energy": {
223
  "unit": "kWh",
224
- "cpu": 9.969289312499564e-07,
225
- "ram": 4.166352117617076e-08,
226
  "gpu": 0.0,
227
- "total": 1.038592452426128e-06
228
  },
229
  "efficiency": {
230
  "unit": "tokens/kWh",
231
- "value": 962841.5820508065
232
  }
233
  },
234
  "per_token": {
235
  "memory": null,
236
  "latency": {
237
  "unit": "s",
238
- "count": 13,
239
- "total": 0.38050565699995786,
240
- "mean": 0.02926966592307368,
241
- "stdev": 0.0016489780978953127,
242
- "p50": 0.02967904499999463,
243
- "p90": 0.031091859599990813,
244
- "p95": 0.03118656919999694,
245
- "p99": 0.03129772904000447,
246
  "values": [
247
- 0.029761109999981272,
248
- 0.030029311999982156,
249
- 0.029394723000024214,
250
- 0.03108355399999141,
251
- 0.031093935999990663,
252
- 0.030328147000005856,
253
- 0.03132551900000635,
254
- 0.029520851000000903,
255
- 0.026133607999980768,
256
- 0.02715953300000251,
257
- 0.02656148599999142,
258
- 0.02967904499999463,
259
- 0.02843483300000571
 
 
260
  ]
261
  },
262
  "throughput": {
263
  "unit": "tokens/s",
264
- "value": 34.16506367473386
265
  },
266
  "energy": null,
267
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.4.0",
83
+ "optimum_benchmark_commit": "f8984237ed319b3e2359229f9a715248aa496ad5",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1120.997376,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.817695952999998,
112
+ "mean": 4.817695952999998,
113
  "stdev": 0.0,
114
+ "p50": 4.817695952999998,
115
+ "p90": 4.817695952999998,
116
+ "p95": 4.817695952999998,
117
+ "p99": 4.817695952999998,
118
  "values": [
119
+ 4.817695952999998
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.773925950555571e-05,
126
+ "ram": 2.831335126010108e-06,
127
  "gpu": 0,
128
+ "total": 7.057059463156583e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 974.35648,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
140
  },
141
  "latency": {
142
  "unit": "s",
143
+ "count": 15,
144
+ "total": 0.6525908280001431,
145
+ "mean": 0.04350605520000954,
146
+ "stdev": 0.0026428602654081272,
147
+ "p50": 0.042000638999979856,
148
+ "p90": 0.04733701180001617,
149
+ "p95": 0.047611198500010235,
150
+ "p99": 0.04791959330002328,
151
  "values": [
152
+ 0.045335292999993726,
153
+ 0.04744598700000324,
154
+ 0.047173549000035564,
155
+ 0.04564084300000104,
156
+ 0.04799669200002654,
157
+ 0.042000638999979856,
158
+ 0.04174655600002097,
159
+ 0.04134698100000378,
160
+ 0.04165098800001488,
161
+ 0.042298965000043154,
162
+ 0.041645146999996996,
163
+ 0.041204144999994696,
164
+ 0.046024998000007145,
165
+ 0.040768313000000944,
166
+ 0.040311732000020584
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 45.9706123849988
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.575150347555488e-06,
176
+ "ram": 6.582821309684959e-08,
177
  "gpu": 0.0,
178
+ "total": 1.6409785606523378e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1218784.9664561984
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 975.142912,
189
  "max_global_vram": null,
190
  "max_process_vram": null,
191
  "max_reserved": null,
 
193
  },
194
  "latency": {
195
  "unit": "s",
196
+ "count": 15,
197
+ "total": 0.39532712799990577,
198
+ "mean": 0.026355141866660384,
199
+ "stdev": 0.0016425696594828349,
200
+ "p50": 0.025568035999981475,
201
+ "p90": 0.028765444999987722,
202
+ "p95": 0.028840855300001068,
203
+ "p99": 0.028877267060007625,
204
  "values": [
205
+ 0.028886370000009265,
206
+ 0.028681588999972973,
207
+ 0.028821348999997554,
208
+ 0.028605226000024686,
209
+ 0.025245024999946963,
210
+ 0.025613692000035826,
211
+ 0.025094092999950135,
212
+ 0.024916050999991057,
213
+ 0.025568035999981475,
214
+ 0.025186064999957125,
215
+ 0.025196213000015177,
216
+ 0.027901885000005677,
217
+ 0.026449570000011136,
218
+ 0.024445604999982606,
219
+ 0.024716359000024113
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 37.94325999303437
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 9.560905684167279e-07,
229
+ "ram": 3.995728038672081e-08,
230
  "gpu": 0.0,
231
+ "total": 9.96047848803448e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 1003967.8326711912
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
+ "count": 15,
243
+ "total": 0.3894108639997853,
244
+ "mean": 0.025960724266652354,
245
+ "stdev": 0.001576295914858571,
246
+ "p50": 0.025199238999960016,
247
+ "p90": 0.02828385119998984,
248
+ "p95": 0.02836672859996838,
249
+ "p99": 0.028400329719967202,
250
  "values": [
251
+ 0.02840872999996691,
252
+ 0.02818653600002108,
253
+ 0.028348727999969014,
254
+ 0.028087952000021232,
255
+ 0.02490423999995528,
256
+ 0.025287214000002223,
257
+ 0.024714575999951194,
258
+ 0.024575976999983595,
259
+ 0.025199238999960016,
260
+ 0.02484466899994686,
261
+ 0.024837034000029234,
262
+ 0.027404128000000583,
263
+ 0.026101191000009294,
264
+ 0.024100761999989118,
265
+ 0.024409887999979674
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 38.519726558035295
271
  },
272
  "energy": null,
273
  "efficiency": null