Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
5ae0cb1
•
1 Parent(s): c20964e

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": "32a4520c8382454cad8518352084ea1935f4f8cd",
84
  "transformers_version": "4.44.0",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1119.940608,
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": 4.9139219019999985,
112
- "mean": 4.9139219019999985,
113
  "stdev": 0.0,
114
- "p50": 4.9139219019999985,
115
- "p90": 4.9139219019999985,
116
- "p95": 4.9139219019999985,
117
- "p99": 4.9139219019999985,
118
  "values": [
119
- 4.9139219019999985
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.918779692222251e-05,
126
- "ram": 2.8918593467628895e-06,
127
  "gpu": 0,
128
- "total": 7.20796562689854e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 973.299712,
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": 0.6342725380000331,
145
- "mean": 0.04879019523077178,
146
- "stdev": 0.0010276215441199952,
147
- "p50": 0.04903836800002637,
148
- "p90": 0.04941613140001096,
149
- "p95": 0.05013333080000848,
150
- "p99": 0.05097553975999745,
151
  "values": [
152
- 0.04724184899998818,
153
- 0.04889021200000343,
154
- 0.04935469699998407,
155
- 0.0478679560000046,
156
- 0.049253318000012314,
157
- 0.05118609199999469,
158
- 0.04725890099999219,
159
- 0.0491932970000164,
160
- 0.049431490000017675,
161
- 0.04903836800002637,
162
- 0.047810669000000416,
163
- 0.049221679999988055,
164
- 0.04852400900000475
 
 
165
  ]
166
  },
167
  "throughput": {
168
  "unit": "tokens/s",
169
- "value": 40.99184253189067
170
  },
171
  "energy": {
172
  "unit": "kWh",
173
- "cpu": 1.658633997222231e-06,
174
- "ram": 6.931691410670958e-08,
175
  "gpu": 0.0,
176
- "total": 1.7279509113289407e-06
177
  },
178
  "efficiency": {
179
  "unit": "tokens/kWh",
180
- "value": 1157440.2877346964
181
  }
182
  },
183
  "decode": {
184
  "memory": {
185
  "unit": "MB",
186
- "max_ram": 974.086144,
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": 0.3827559699999483,
196
- "mean": 0.029442766923072947,
197
- "stdev": 0.0012168192051174643,
198
- "p50": 0.029398073999999497,
199
- "p90": 0.030734916200009368,
200
- "p95": 0.031329358200008525,
201
- "p99": 0.03189778284000454,
202
  "values": [
203
- 0.030855671000011853,
204
- 0.02932093999999097,
205
- 0.02841106400001081,
206
- 0.029643831999976555,
207
- 0.02958736699997644,
208
- 0.03203988900000354,
209
- 0.0284215329999995,
210
- 0.029720174999994242,
211
- 0.030251896999999417,
212
- 0.02898875099998577,
213
- 0.029390831000000617,
214
- 0.029398073999999497,
215
- 0.026725945999999112
 
 
216
  ]
217
  },
218
  "throughput": {
219
  "unit": "tokens/s",
220
- "value": 33.96419917369742
221
  },
222
  "energy": {
223
  "unit": "kWh",
224
- "cpu": 9.82564339814852e-07,
225
- "ram": 4.1059599513510653e-08,
226
  "gpu": 0.0,
227
- "total": 1.0236239393283624e-06
228
  },
229
  "efficiency": {
230
  "unit": "tokens/kWh",
231
- "value": 976921.2711614942
232
  }
233
  },
234
  "per_token": {
235
  "memory": null,
236
  "latency": {
237
  "unit": "s",
238
- "count": 13,
239
- "total": 0.37578276899995444,
240
- "mean": 0.02890636684615034,
241
- "stdev": 0.0011914444583380616,
242
- "p50": 0.028847407000000658,
243
- "p90": 0.0301989608000099,
244
- "p95": 0.030776070800004617,
245
- "p99": 0.0313209365599937,
246
  "values": [
247
- 0.03032201600001372,
248
- 0.02878439999997795,
249
- 0.02788120700000718,
250
- 0.02911605799999961,
251
- 0.02905753899997876,
252
- 0.03145715299999097,
253
- 0.027807367999997723,
254
- 0.029179596999995283,
255
- 0.029706739999994625,
256
- 0.0284676999999931,
257
- 0.028847407000000658,
258
- 0.028835094000015715,
259
- 0.02632048999998915
 
 
260
  ]
261
  },
262
  "throughput": {
263
  "unit": "tokens/s",
264
- "value": 34.59445475532588
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": "bca546ad398da0b080272f4f8173e22ecca10c92",
84
  "transformers_version": "4.44.0",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1109.385216,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.915471243000013,
112
+ "mean": 4.915471243000013,
113
  "stdev": 0.0,
114
+ "p50": 4.915471243000013,
115
+ "p90": 4.915471243000013,
116
+ "p95": 4.915471243000013,
117
+ "p99": 4.915471243000013,
118
  "values": [
119
+ 4.915471243000013
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.796866475000012e-05,
126
+ "ram": 2.840855823631332e-06,
127
  "gpu": 0,
128
+ "total": 7.080952057363145e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 962.736128,
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": 0.6442781190000062,
145
+ "mean": 0.04295187460000041,
146
+ "stdev": 0.0023650345439494686,
147
+ "p50": 0.04423893199998474,
148
+ "p90": 0.045441237200009255,
149
+ "p95": 0.04548435869999708,
150
+ "p99": 0.04553237813999317,
151
  "values": [
152
+ 0.04541514200002439,
153
+ 0.0449561679999988,
154
+ 0.04423893199998474,
155
+ 0.044683939999998756,
156
+ 0.04487329400001272,
157
+ 0.044226258999998436,
158
+ 0.045544382999992195,
159
+ 0.04426767599997561,
160
+ 0.045458633999999165,
161
+ 0.03973912300000393,
162
+ 0.04058706099999654,
163
+ 0.039977656000019124,
164
+ 0.040067563999997446,
165
+ 0.04009131800000887,
166
+ 0.040150968999995484
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 46.56374183025718
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.5516485235042786e-06,
176
+ "ram": 6.48468905853602e-08,
177
  "gpu": 0.0,
178
+ "total": 1.6164954140896387e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1237244.4626614295
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 963.52256,
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": 0.3981269340000324,
198
+ "mean": 0.02654179560000216,
199
+ "stdev": 0.0017111403890028775,
200
+ "p50": 0.027532461000021158,
201
+ "p90": 0.028267251400001213,
202
+ "p95": 0.028405583899996145,
203
+ "p99": 0.02852962557998353,
204
  "values": [
205
+ 0.028560635999980377,
206
+ 0.028016592000000173,
207
+ 0.027532461000021158,
208
+ 0.028339133000002903,
209
+ 0.02753778100000659,
210
+ 0.028004750000008016,
211
+ 0.02815942899999868,
212
+ 0.0280052820000094,
213
+ 0.02699743400000898,
214
+ 0.02441738999999643,
215
+ 0.024401581000006445,
216
+ 0.024384839999981978,
217
+ 0.02426232199999845,
218
+ 0.024858741999992162,
219
+ 0.024648561000020663
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 37.676426081734974
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 9.040574851762788e-07,
229
+ "ram": 3.7782285990378704e-08,
230
  "gpu": 0.0,
231
+ "total": 9.41839771166658e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 1061751.7231846123
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
+ "count": 15,
243
+ "total": 0.3916473880000524,
244
+ "mean": 0.02610982586667016,
245
+ "stdev": 0.0016240268945102102,
246
+ "p50": 0.02703779999998801,
247
+ "p90": 0.027745428000002903,
248
+ "p95": 0.027890555100003666,
249
+ "p99": 0.028018804619993034,
250
  "values": [
251
+ 0.028050866999990376,
252
+ 0.027489751000018714,
253
+ 0.027058027000009588,
254
+ 0.027821850000009363,
255
+ 0.02703779999998801,
256
+ 0.027482027000019116,
257
+ 0.027630794999993213,
258
+ 0.0274839610000015,
259
+ 0.02658993500000406,
260
+ 0.024092515000006642,
261
+ 0.024073520000001736,
262
+ 0.024044175000000223,
263
+ 0.02393537300000048,
264
+ 0.024523729000009098,
265
+ 0.024333063000000266
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 38.299757535975175
271
  },
272
  "energy": null,
273
  "efficiency": null