Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
4f3b619
·
verified ·
1 Parent(s): 93c5644

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
@@ -80,12 +80,12 @@
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.4.0",
83
- "optimum_benchmark_commit": "bbd38855156b81c8eada2deda937e3adeb3b496b",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
87
  "accelerate_commit": null,
88
- "diffusers_version": "0.30.1",
89
  "diffusers_commit": null,
90
  "optimum_version": null,
91
  "optimum_commit": null,
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1120.579584,
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": 4.862483819000005,
112
- "mean": 4.862483819000005,
113
  "stdev": 0.0,
114
- "p50": 4.862483819000005,
115
- "p90": 4.862483819000005,
116
- "p95": 4.862483819000005,
117
- "p99": 4.862483819000005,
118
  "values": [
119
- 4.862483819000005
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.749456509444436e-05,
126
- "ram": 2.8210966400702293e-06,
127
  "gpu": 0,
128
- "total": 7.031566173451459e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 974.58176,
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": 0.6227009289999614,
145
- "mean": 0.04447863778571153,
146
- "stdev": 0.0029687046123241354,
147
- "p50": 0.043536291999984655,
148
- "p90": 0.04932804179998982,
149
- "p95": 0.050656373699990806,
150
- "p99": 0.05097438593999982,
151
  "values": [
152
- 0.04343800199998782,
153
- 0.04517743900001392,
154
- 0.044524606999999605,
155
- 0.04363458199998149,
156
- 0.05105388900000207,
157
- 0.05044232699998474,
158
- 0.04672804300000166,
159
- 0.04279718500001195,
160
- 0.04136566299999345,
161
- 0.04237261299999773,
162
- 0.04203163500000073,
163
- 0.04536783399998967,
164
- 0.04202343099998984,
165
- 0.04174367900000675
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 44.965405856977185
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.6665238706018544e-06,
175
- "ram": 6.964482962893421e-08,
176
  "gpu": 0.0,
177
- "total": 1.7361687002307885e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1151961.7878920063
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 974.712832,
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": 0.3822335680000606,
197
- "mean": 0.027302397714290043,
198
- "stdev": 0.0026371528804514702,
199
- "p50": 0.026413354500007813,
200
- "p90": 0.029971353299998785,
201
- "p95": 0.032472855100002106,
202
- "p99": 0.034764009420002816,
203
  "values": [
204
- 0.026706786999994847,
205
- 0.027732802999992145,
206
- 0.026425963000008323,
207
- 0.026373465000006036,
208
- 0.035336798000003,
209
- 0.030930732000001626,
210
- 0.02693348100001458,
211
- 0.026400746000007302,
212
- 0.025759609000004957,
213
- 0.02605992900001297,
214
- 0.0276180790000069,
215
- 0.025116228000001684,
216
- 0.025982415000015635,
217
- 0.024856532999990577
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 36.62681975644217
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 1.0043665245833384e-06,
227
- "ram": 4.1975257891191114e-08,
228
  "gpu": 0.0,
229
- "total": 1.0463417824745297e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 955710.6642870225
234
  }
235
  },
236
  "per_token": {
@@ -238,33 +238,33 @@
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
- "total": 0.37680175799999915,
242
- "mean": 0.026914411285714226,
243
- "stdev": 0.002613797326946548,
244
- "p50": 0.026044009999992568,
245
- "p90": 0.02957201119999411,
246
- "p95": 0.03205849579999693,
247
- "p99": 0.03432810235999199,
248
  "values": [
249
- 0.02627271700001188,
250
- 0.02733465999997975,
251
- 0.02605901799998378,
252
- 0.02602207900000053,
253
- 0.03489550399999075,
254
- 0.030530876000000262,
255
- 0.026572156000014502,
256
- 0.026029002000001356,
257
- 0.025394908000009764,
258
- 0.025649122000004354,
259
- 0.027104119000000537,
260
- 0.024760764999996354,
261
- 0.025636359000003495,
262
- 0.02454047300000184
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 37.154816034589814
268
  },
269
  "energy": null,
270
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.4.0",
83
+ "optimum_benchmark_commit": "58b115075422f6ead335f3300cfb58963f45392f",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
87
  "accelerate_commit": null,
88
+ "diffusers_version": "0.30.2",
89
  "diffusers_commit": null,
90
  "optimum_version": null,
91
  "optimum_commit": null,
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1121.923072,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.849537669,
112
+ "mean": 4.849537669,
113
  "stdev": 0.0,
114
+ "p50": 4.849537669,
115
+ "p90": 4.849537669,
116
+ "p95": 4.849537669,
117
+ "p99": 4.849537669,
118
  "values": [
119
+ 4.849537669
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.860313957777765e-05,
126
+ "ram": 2.867441659802584e-06,
127
  "gpu": 0,
128
+ "total": 7.147058123758023e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 975.519744,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
141
  "latency": {
142
  "unit": "s",
143
  "count": 14,
144
+ "total": 0.618159597999977,
145
+ "mean": 0.04415425699999836,
146
+ "stdev": 0.002600418237639911,
147
+ "p50": 0.04504957099999274,
148
+ "p90": 0.046263954199983456,
149
+ "p95": 0.04740721254998448,
150
+ "p99": 0.04891751770999803,
151
  "values": [
152
+ 0.04639066099997535,
153
+ 0.045968305000002374,
154
+ 0.045536511999983986,
155
+ 0.04566973999999391,
156
+ 0.04591348299999254,
157
+ 0.044296264999985624,
158
+ 0.04456263000000149,
159
+ 0.04929509400000143,
160
+ 0.045571808000005376,
161
+ 0.0414601800000014,
162
+ 0.04108415999999693,
163
+ 0.040960759000000735,
164
+ 0.040567177000014,
165
+ 0.040882824000021856
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 45.29574577599787
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.6360013574074413e-06,
175
+ "ram": 6.837110197039081e-08,
176
  "gpu": 0.0,
177
+ "total": 1.704372459377832e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1173452.4276049875
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 976.306176,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
 
193
  "latency": {
194
  "unit": "s",
195
  "count": 14,
196
+ "total": 0.387302993999981,
197
+ "mean": 0.027664499571427217,
198
+ "stdev": 0.0016072985574406137,
199
+ "p50": 0.028582011500006388,
200
+ "p90": 0.02924455249999767,
201
+ "p95": 0.029434202100000563,
202
+ "p99": 0.02962856041999828,
203
  "values": [
204
+ 0.02967714999999771,
205
+ 0.028648825999994187,
206
+ 0.028796671000009155,
207
+ 0.028848788000004788,
208
+ 0.028871500000008155,
209
+ 0.026753390000010313,
210
+ 0.029303384000002097,
211
+ 0.02910727899998733,
212
+ 0.02851519700001859,
213
+ 0.02511765599999194,
214
+ 0.02587060799999108,
215
+ 0.02706331499999237,
216
+ 0.0252219999999852,
217
+ 0.025507229999988112
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 36.14740969443858
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 9.499439144675409e-07,
227
+ "ram": 3.9698098602100785e-08,
228
  "gpu": 0.0,
229
+ "total": 9.896420130696423e-07
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 1010466.3977413708
234
  }
235
  },
236
  "per_token": {
 
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
+ "total": 0.3812382600000319,
242
+ "mean": 0.027231304285716566,
243
+ "stdev": 0.0015234902863798406,
244
+ "p50": 0.028098927500010973,
245
+ "p90": 0.02874272959999189,
246
+ "p95": 0.0289088990500062,
247
+ "p99": 0.02907724541001869,
248
  "values": [
249
+ 0.029119332000021814,
250
+ 0.02816950400000451,
251
+ 0.028306589000010263,
252
+ 0.02836354499999061,
253
+ 0.028327759000006836,
254
+ 0.026371039000025576,
255
+ 0.02879558899999779,
256
+ 0.028619390999978123,
257
+ 0.028028351000017437,
258
+ 0.024788202999985742,
259
+ 0.025549099000016895,
260
+ 0.0267068619999975,
261
+ 0.02490584199998125,
262
+ 0.025187154999997574
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 36.72244228582626
268
  },
269
  "energy": null,
270
  "efficiency": null