Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
313f9a6
•
1 Parent(s): d1229b2

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 +95 -92
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -73,14 +73,14 @@
73
  "environment": {
74
  "cpu": " AMD EPYC 7763 64-Core Processor",
75
  "cpu_count": 4,
76
- "cpu_ram_mb": 16757.338112,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
  "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.4.0",
83
- "optimum_benchmark_commit": "ab5cca637c4d04c05b877ae9d59a826198357fda",
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": 1120.93184,
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": 4.87045429799997,
112
- "mean": 4.87045429799997,
113
  "stdev": 0.0,
114
- "p50": 4.87045429799997,
115
- "p90": 4.87045429799997,
116
- "p95": 4.87045429799997,
117
- "p99": 4.87045429799997,
118
  "values": [
119
- 4.87045429799997
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.84422963777782e-05,
126
- "ram": 2.860713319479246e-06,
127
  "gpu": 0,
128
- "total": 7.130300969725745e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 974.159872,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
@@ -140,51 +140,52 @@
140
  },
141
  "latency": {
142
  "unit": "s",
143
- "count": 14,
144
- "total": 0.6571860480000282,
145
- "mean": 0.046941860571430585,
146
- "stdev": 0.001588383206316345,
147
- "p50": 0.047600879000015084,
148
- "p90": 0.047995825799972636,
149
- "p95": 0.0481494536999719,
150
- "p99": 0.04834809473999144,
151
  "values": [
152
- 0.0456446210000081,
153
- 0.047802033000039046,
154
- 0.047712647000025754,
155
- 0.04600906100000657,
156
- 0.047949329000005037,
157
- 0.046968289000005825,
158
- 0.04801575299995875,
159
- 0.047937677000049916,
160
- 0.04839775499999632,
161
- 0.047489111000004414,
162
- 0.04617210399999294,
163
- 0.04790282199996909,
164
- 0.047171096999989004,
165
- 0.04201374899997745
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 42.60589537043671
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.6353653555555599e-06,
175
- "ram": 6.834375762998933e-08,
176
  "gpu": 0.0,
177
- "total": 1.7037091131855491e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1173909.3161628128
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 974.946304,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
@@ -192,79 +193,81 @@
192
  },
193
  "latency": {
194
  "unit": "s",
195
- "count": 14,
196
- "total": 0.4052942099999086,
197
- "mean": 0.0289495864285649,
198
- "stdev": 0.0013177304663659795,
199
- "p50": 0.029447570000002088,
200
- "p90": 0.030116214799983256,
201
- "p95": 0.030146730249987284,
202
- "p99": 0.03018126604998315,
203
  "values": [
204
- 0.03012348499999007,
205
- 0.030189899999982117,
206
- 0.028858295999953043,
207
- 0.029646936999995432,
208
- 0.029486587999997482,
209
- 0.029579431000001932,
210
- 0.028450215000020762,
211
- 0.030099250999967353,
212
- 0.029408552000006694,
213
- 0.028540482999972028,
214
- 0.02912196799996991,
215
- 0.029711888000008457,
216
- 0.026632806000009168,
217
- 0.025444410000034168
 
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 34.542807803751145
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 9.660918996296118e-07,
227
- "ram": 4.037454082178552e-08,
228
  "gpu": 0.0,
229
- "total": 1.006466440451398e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 993575.1057447103
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
- "count": 14,
241
- "total": 0.39839779999988423,
242
- "mean": 0.028456985714277443,
243
- "stdev": 0.0012742721547999328,
244
- "p50": 0.02894309449999355,
245
- "p90": 0.02959845419998146,
246
- "p95": 0.02963997499997504,
247
- "p99": 0.029678558999960386,
248
  "values": [
249
- 0.0296140049999849,
250
- 0.029688204999956724,
251
- 0.028367390999960662,
252
- 0.029100326999980553,
253
- 0.028971107000018037,
254
- 0.02903789100002996,
255
- 0.027932940000027884,
256
- 0.029562168999973437,
257
- 0.02891508199996906,
258
- 0.028052753999986635,
259
- 0.02861640499997975,
260
- 0.029219339999997374,
261
- 0.02626563100000112,
262
- 0.02505455300001813
 
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 35.14075629936729
268
  },
269
  "energy": null,
270
  "efficiency": null
 
73
  "environment": {
74
  "cpu": " AMD EPYC 7763 64-Core Processor",
75
  "cpu_count": 4,
76
+ "cpu_ram_mb": 16757.342208,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
  "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.4.0",
83
+ "optimum_benchmark_commit": "6d9d5ca2350731ed23f64c0368b5a761377a7dae",
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": 1108.815872,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.773815698000021,
112
+ "mean": 4.773815698000021,
113
  "stdev": 0.0,
114
+ "p50": 4.773815698000021,
115
+ "p90": 4.773815698000021,
116
+ "p95": 4.773815698000021,
117
+ "p99": 4.773815698000021,
118
  "values": [
119
+ 4.773815698000021
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.736308907222145e-05,
126
+ "ram": 2.815594771869588e-06,
127
  "gpu": 0,
128
+ "total": 7.017868384409105e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 962.428928,
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": 0.6503306759998964,
145
+ "mean": 0.04335537839999309,
146
+ "stdev": 0.002847847476386228,
147
+ "p50": 0.04523904399997036,
148
+ "p90": 0.04643622320000986,
149
+ "p95": 0.04653723750001291,
150
+ "p99": 0.046559718699988935,
151
  "values": [
152
+ 0.045968400999981895,
153
+ 0.04523904399997036,
154
+ 0.04532919299998639,
155
+ 0.04656533899998294,
156
+ 0.04606761700000561,
157
+ 0.046302766999986034,
158
+ 0.04652519400002575,
159
+ 0.04577495899997075,
160
+ 0.040696381000032034,
161
+ 0.04105091700000685,
162
+ 0.0412682329999825,
163
+ 0.039553119000004244,
164
+ 0.040237491999960184,
165
+ 0.03992514700001948,
166
+ 0.03982687299998133
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 46.13037814012757
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.5906079388889417e-06,
176
+ "ram": 6.647384153816841e-08,
177
  "gpu": 0.0,
178
+ "total": 1.65708178042711e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1206941.0355139524
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 963.21536,
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": 0.40975941800013516,
198
+ "mean": 0.027317294533342345,
199
+ "stdev": 0.0018341591312586232,
200
+ "p50": 0.028332303000013326,
201
+ "p90": 0.029295446400021775,
202
+ "p95": 0.02947490550003522,
203
+ "p99": 0.02949580750003179,
204
  "values": [
205
+ 0.0289094240000054,
206
+ 0.02836831100000836,
207
+ 0.029043053999998847,
208
+ 0.028332303000013326,
209
+ 0.028666477999991002,
210
+ 0.02950103300003093,
211
+ 0.028717534000008982,
212
+ 0.02946370800003706,
213
+ 0.027603833000000577,
214
+ 0.025073915999996643,
215
+ 0.02652766099998871,
216
+ 0.02461339400002771,
217
+ 0.024639011000033406,
218
+ 0.02500971599999957,
219
+ 0.025290041999994628
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 36.60684621529566
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 9.739405423610675e-07,
229
+ "ram": 4.07051614277999e-08,
230
  "gpu": 0.0,
231
+ "total": 1.0146457037888673e-06
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 985565.6967410619
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
+ "count": 15,
243
+ "total": 0.40383432499999117,
244
+ "mean": 0.026922288333332746,
245
+ "stdev": 0.001762597912307572,
246
+ "p50": 0.02785711300003868,
247
+ "p90": 0.028811492400006956,
248
+ "p95": 0.02904844590001403,
249
+ "p99": 0.02912239558002284,
250
  "values": [
251
+ 0.02840987799999084,
252
+ 0.027892889999975523,
253
+ 0.02851548600000342,
254
+ 0.02785711300003868,
255
+ 0.028170548999980838,
256
+ 0.02900883000000931,
257
+ 0.02823387799998045,
258
+ 0.029140883000025042,
259
+ 0.02727787199995646,
260
+ 0.024757172000022365,
261
+ 0.02623047399998768,
262
+ 0.024297842999999375,
263
+ 0.02433179500002325,
264
+ 0.024713480999992044,
265
+ 0.02499618100000589
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 37.14394510669772
271
  },
272
  "energy": null,
273
  "efficiency": null