Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
d0a4df2
•
1 Parent(s): 9bfee3b

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": "ccbe7aacd086723c172c9fa023acf7472f558e93",
84
  "transformers_version": "4.43.3",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1121.406976,
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": 5.111950543999967,
112
- "mean": 5.111950543999967,
113
  "stdev": 0.0,
114
- "p50": 5.111950543999967,
115
- "p90": 5.111950543999967,
116
- "p95": 5.111950543999967,
117
- "p99": 5.111950543999967,
118
  "values": [
119
- 5.111950543999967
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 7.020411756303576e-05,
126
- "ram": 2.9343614597109993e-06,
127
  "gpu": 0,
128
- "total": 7.313847902274675e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 974.901248,
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": 0.6518592000000467,
145
- "mean": 0.04656137142857476,
146
- "stdev": 0.0025062812649272862,
147
- "p50": 0.04817556700001546,
148
- "p90": 0.04869664089999333,
149
- "p95": 0.0487692127499912,
150
- "p99": 0.04883733534999862,
151
  "values": [
152
- 0.04749814100000549,
153
- 0.04885436600000048,
154
- 0.04842183699997804,
155
- 0.048381712000036714,
156
- 0.04863429400000996,
157
- 0.04850860999999895,
158
- 0.0487233609999862,
159
- 0.048376652999991165,
160
- 0.04797448100003976,
161
- 0.04491667399997823,
162
- 0.04250352299999349,
163
- 0.043396684000015284,
164
- 0.04277012099998956,
165
- 0.04289874300002339
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 42.954061245124706
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.6849741891578391e-06,
175
- "ram": 7.041766996451314e-08,
176
  "gpu": 0.0,
177
- "total": 1.7553918591223524e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1139346.744492677
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 975.68768,
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": 0.3962787509998975,
197
- "mean": 0.028305625071421252,
198
- "stdev": 0.0018750684861859798,
199
- "p50": 0.029329297499970153,
200
- "p90": 0.030059311899981365,
201
- "p95": 0.030134284349981045,
202
- "p99": 0.03023222166998721,
203
  "values": [
204
- 0.02990913600001477,
205
- 0.029330664999974942,
206
- 0.030256705999988753,
207
- 0.030038187999991806,
208
- 0.030068364999976893,
209
- 0.02988199600002872,
210
- 0.02950482099998908,
211
- 0.029327929999965363,
212
- 0.0286847879999641,
213
- 0.026321750000022348,
214
- 0.02592723200001501,
215
- 0.025406145999966157,
216
- 0.02605760599999485,
217
- 0.02556342200000472
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 35.328666916091144
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 9.989404016070897e-07,
227
- "ram": 4.174724994857117e-08,
228
  "gpu": 0.0,
229
- "total": 1.0406876515556609e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 960903.109117477
234
  }
235
  },
236
  "per_token": {
@@ -238,33 +238,33 @@
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
- "total": 0.38966220100002147,
242
- "mean": 0.02783301435714439,
243
- "stdev": 0.0017913103290846954,
244
- "p50": 0.02880393049997565,
245
- "p90": 0.029514986199990288,
246
- "p95": 0.029585401600004956,
247
- "p99": 0.029679176320019564,
248
  "values": [
249
- 0.029368055000020377,
250
- 0.02880311899997423,
251
- 0.029702620000023217,
252
- 0.029497957999979008,
253
- 0.029522283999995125,
254
- 0.029357425000000603,
255
- 0.02894865100000743,
256
- 0.028804741999977068,
257
- 0.028181436000011217,
258
- 0.025971936000019014,
259
- 0.025576926999974603,
260
- 0.025044470000011643,
261
- 0.0256651220000208,
262
- 0.025217456000007132
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 35.92855546180942
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": "aa06eb5e1bf688ecb03b7568e9e816d4af962b61",
84
  "transformers_version": "4.43.3",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1120.99328,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 5.014989597999971,
112
+ "mean": 5.014989597999971,
113
  "stdev": 0.0,
114
+ "p50": 5.014989597999971,
115
+ "p90": 5.014989597999971,
116
+ "p95": 5.014989597999971,
117
+ "p99": 5.014989597999971,
118
  "values": [
119
+ 5.014989597999971
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.870255337821114e-05,
126
+ "ram": 2.8716022727974175e-06,
127
  "gpu": 0,
128
+ "total": 7.157415565100856e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 974.60224,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
141
  "latency": {
142
  "unit": "s",
143
  "count": 14,
144
+ "total": 0.6458194669999102,
145
+ "mean": 0.046129961928565014,
146
+ "stdev": 0.0028092406532758524,
147
+ "p50": 0.04698546999998143,
148
+ "p90": 0.04877918139999906,
149
+ "p95": 0.04953689095000584,
150
+ "p99": 0.05063987179003618,
151
  "values": [
152
+ 0.0479781529999741,
153
+ 0.047369211999978234,
154
+ 0.05091561700004377,
155
+ 0.04879449999998542,
156
+ 0.047212054999988595,
157
+ 0.04874343800003089,
158
+ 0.04813083899995263,
159
+ 0.046578597000006994,
160
+ 0.04675888499997427,
161
+ 0.044078967999951146,
162
+ 0.042132046000006085,
163
+ 0.042204540999989604,
164
+ 0.04200663000000304,
165
+ 0.04291598600002544
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 43.3557695776363
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.702615028418205e-06,
175
+ "ram": 7.115261347280466e-08,
176
  "gpu": 0.0,
177
+ "total": 1.7737676418910097e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1127543.4012697428
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 975.388672,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
 
193
  "latency": {
194
  "unit": "s",
195
  "count": 14,
196
+ "total": 0.39060622799996736,
197
+ "mean": 0.027900444857140525,
198
+ "stdev": 0.0020616288386043876,
199
+ "p50": 0.028512847000001784,
200
+ "p90": 0.029800191999999014,
201
+ "p95": 0.03035627884998746,
202
+ "p99": 0.031153694169974527,
203
  "values": [
204
+ 0.02967502600000671,
205
+ 0.029755007000005662,
206
+ 0.031353047999971295,
207
+ 0.029819556999996166,
208
+ 0.02807330300004196,
209
+ 0.028856071000006978,
210
+ 0.02942939600001182,
211
+ 0.028427496999995583,
212
+ 0.028598197000007985,
213
+ 0.025407813000015267,
214
+ 0.02518738899999562,
215
+ 0.025331910999966567,
216
+ 0.02549665899999809,
217
+ 0.025195353999947656
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 35.84172242128503
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 9.836156663879289e-07,
227
+ "ram": 4.1110056991101373e-08,
228
  "gpu": 0.0,
229
+ "total": 1.0247257233790307e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 975870.8864090015
234
  }
235
  },
236
  "per_token": {
 
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
+ "total": 0.38435844399998587,
242
+ "mean": 0.027454174571427563,
243
+ "stdev": 0.0019837660194492674,
244
+ "p50": 0.02800148250000234,
245
+ "p90": 0.029305778000014014,
246
+ "p95": 0.029840619749998607,
247
+ "p99": 0.030610763149964554,
248
  "values": [
249
+ 0.029147528999999395,
250
+ 0.02926733399999648,
251
+ 0.03080329899995604,
252
+ 0.02932225400002153,
253
+ 0.0276128799999924,
254
+ 0.028361883999991733,
255
+ 0.02892372800005205,
256
+ 0.027887183000018467,
257
+ 0.02811578199998621,
258
+ 0.025071722000006957,
259
+ 0.02484659899999997,
260
+ 0.024972295999987182,
261
+ 0.02516324399999803,
262
+ 0.024862709999979415
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 36.42433311547206
268
  },
269
  "energy": null,
270
  "efficiency": null