Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
8c7b5ae
•
1 Parent(s): 7c88cae

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 +92 -95
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": 16757.342208,
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",
@@ -99,7 +99,7 @@
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,
@@ -108,31 +108,31 @@
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,
@@ -140,52 +140,51 @@
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,
@@ -193,81 +192,79 @@
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
 
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": "391e9edbc7753b839aaebb1598c0d4977058930d",
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": 1120.755712,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.988093385999974,
112
+ "mean": 4.988093385999974,
113
  "stdev": 0.0,
114
+ "p50": 4.988093385999974,
115
+ "p90": 4.988093385999974,
116
+ "p95": 4.988093385999974,
117
+ "p99": 4.988093385999974,
118
  "values": [
119
+ 4.988093385999974
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.896250234999933e-05,
126
+ "ram": 2.882448459674828e-06,
127
  "gpu": 0,
128
+ "total": 7.184495080967416e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 974.487552,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
140
  },
141
  "latency": {
142
  "unit": "s",
143
+ "count": 14,
144
+ "total": 0.6467411189998984,
145
+ "mean": 0.046195794214278454,
146
+ "stdev": 0.0025435933646531838,
147
+ "p50": 0.04748822799999175,
148
+ "p90": 0.048816484099995706,
149
+ "p95": 0.04899593979998542,
150
+ "p99": 0.049061973559973354,
151
  "values": [
152
+ 0.048143619999962084,
153
+ 0.0482896940000046,
154
+ 0.048951493999993545,
155
+ 0.048501461000000745,
156
+ 0.04844157999997378,
157
+ 0.049078481999970336,
158
+ 0.04740545800001428,
159
+ 0.04757099799996922,
160
+ 0.04520194500003072,
161
+ 0.04278982900001438,
162
+ 0.04419391999999789,
163
+ 0.042846966000013254,
164
+ 0.04272500700000137,
165
+ 0.04260066499995219
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 43.293984528613834
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.6749823027777158e-06,
175
+ "ram": 7.000016760075193e-08,
176
  "gpu": 0.0,
177
+ "total": 1.7449824703784676e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1146143.318887451
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 975.273984,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
 
192
  },
193
  "latency": {
194
  "unit": "s",
195
+ "count": 14,
196
+ "total": 0.39717634499993437,
197
+ "mean": 0.02836973892856674,
198
+ "stdev": 0.0018229862510433408,
199
+ "p50": 0.02936533950000353,
200
+ "p90": 0.030062515099990604,
201
+ "p95": 0.030242611849990907,
202
+ "p99": 0.030492581570002814,
203
  "values": [
204
+ 0.030034870000008596,
205
+ 0.030006625999988046,
206
+ 0.03055507400000579,
207
+ 0.029632674999959363,
208
+ 0.0297962410000423,
209
+ 0.030004201999986435,
210
+ 0.030074362999982895,
211
+ 0.029098004000047695,
212
+ 0.02609267199994747,
213
+ 0.027326764999997977,
214
+ 0.02666740900002651,
215
+ 0.026017310999975507,
216
+ 0.02591605099996741,
217
+ 0.02595408199999838
 
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 35.24882631165337
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 1.0142550457408585e-06,
227
+ "ram": 4.238829719193719e-08,
228
  "gpu": 0.0,
229
+ "total": 1.0566433429327957e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 946393.1294209665
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
+ "count": 14,
241
+ "total": 0.39077375800007985,
242
+ "mean": 0.02791241128571999,
243
+ "stdev": 0.0017354573375610474,
244
+ "p50": 0.02884216400002515,
245
+ "p90": 0.029528714799994304,
246
+ "p95": 0.029700565799987543,
247
+ "p99": 0.029935828359996322,
248
  "values": [
249
+ 0.029497212000023865,
250
+ 0.02946966000001794,
251
+ 0.029994643999998516,
252
+ 0.029089978000001793,
253
+ 0.029289111000025514,
254
+ 0.029452889000026516,
255
+ 0.029542215999981636,
256
+ 0.028594350000048507,
257
+ 0.02573093399996651,
258
+ 0.026969264999991083,
259
+ 0.026318145000004733,
260
+ 0.025642728999969222,
261
+ 0.02558107300001211,
262
+ 0.025601552000011907
 
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 35.82635658967954
268
  },
269
  "energy": null,
270
  "efficiency": null