Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
a0c5ee7
•
1 Parent(s): 7df7bd3

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 +91 -94
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": "25912a6d02929e242ccb030ce6895e556366bb93",
84
  "transformers_version": "4.42.4",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.32.1",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1115.598848,
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": 4.763042686000006,
112
- "mean": 4.763042686000006,
113
  "stdev": 0.0,
114
- "p50": 4.763042686000006,
115
- "p90": 4.763042686000006,
116
- "p95": 4.763042686000006,
117
- "p99": 4.763042686000006,
118
  "values": [
119
- 4.763042686000006
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.690249178144668e-05,
126
- "ram": 2.7963459764066556e-06,
127
  "gpu": 0,
128
- "total": 6.969883775785333e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 969.723904,
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": 0.6336398070000371,
145
- "mean": 0.04224265380000247,
146
- "stdev": 0.001191928176695095,
147
- "p50": 0.04200544500000092,
148
- "p90": 0.044199246800013726,
149
- "p95": 0.04478161050001006,
150
- "p99": 0.04484592929998996,
151
  "values": [
152
- 0.04474715400002083,
153
- 0.04203643299999271,
154
- 0.041766568000014104,
155
- 0.04139119399999913,
156
- 0.04178999100000169,
157
- 0.04248976200000243,
158
- 0.04239397400002076,
159
- 0.04486200899998494,
160
- 0.04215402299999482,
161
- 0.04131322800000703,
162
- 0.04200544500000092,
163
- 0.04337738600000307,
164
- 0.04055527799999936,
165
- 0.040967518999991626,
166
- 0.04178984300000366
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
- "value": 47.34551028609578
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
- "cpu": 1.5972502496507434e-06,
176
- "ram": 6.675181242540019e-08,
177
  "gpu": 0.0,
178
- "total": 1.6640020620761437e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
- "value": 1201921.587467649
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
- "max_ram": 969.723904,
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": 0.38858509099998173,
198
- "mean": 0.025905672733332115,
199
- "stdev": 0.0005211902404577274,
200
- "p50": 0.02587298999998211,
201
- "p90": 0.026585190799988823,
202
- "p95": 0.026896299099990983,
203
- "p99": 0.02712524781999605,
204
  "values": [
205
- 0.02630250499998965,
206
- 0.0262040309999918,
207
- 0.02550558100000444,
208
- 0.025486725999996906,
209
- 0.02677364799998827,
210
- 0.025610158000006322,
211
- 0.02587298999998211,
212
- 0.025721696999994492,
213
- 0.02596219800000199,
214
- 0.025922102000009772,
215
- 0.025986453000001575,
216
- 0.027182484999997314,
217
- 0.025429399000017838,
218
- 0.025464604999996254,
219
- 0.025160513000002993
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
- "value": 38.60158391923664
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
- "cpu": 9.763378269142574e-07,
229
- "ram": 4.080092487643015e-08,
230
  "gpu": 0.0,
231
- "total": 1.017138751790688e-06
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
- "value": 983150.0355674042
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
- "count": 15,
243
- "total": 0.3835303079999619,
244
- "mean": 0.02556868719999746,
245
- "stdev": 0.0005076716188062939,
246
- "p50": 0.02553810199998452,
247
- "p90": 0.026208298399990327,
248
- "p95": 0.026512943600002357,
249
- "p99": 0.02677337272000784,
250
  "values": [
251
- 0.025960603999976684,
252
- 0.02586888299998691,
253
- 0.025167015999983278,
254
- 0.025166637000012315,
255
- 0.02637342799999942,
256
- 0.025275550999992902,
257
- 0.02553810199998452,
258
- 0.025385998000018617,
259
- 0.02562019699999496,
260
- 0.02556864999999675,
261
- 0.025662194999995336,
262
- 0.026838480000009213,
263
- 0.02511134300002027,
264
- 0.025144826000001785,
265
- 0.024848397999988947
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
- "value": 39.11033805443478
271
  },
272
  "energy": null,
273
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.3.1",
83
+ "optimum_benchmark_commit": "35e06a8a39b8c67a2e53b499c65346db81ed78be",
84
  "transformers_version": "4.42.4",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.32.1",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1104.887808,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.972163666999961,
112
+ "mean": 4.972163666999961,
113
  "stdev": 0.0,
114
+ "p50": 4.972163666999961,
115
+ "p90": 4.972163666999961,
116
+ "p95": 4.972163666999961,
117
+ "p99": 4.972163666999961,
118
  "values": [
119
+ 4.972163666999961
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.825321250491672e-05,
126
+ "ram": 2.852803702355686e-06,
127
  "gpu": 0,
128
+ "total": 7.110601620727242e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 958.492672,
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": 0.6560045010000408,
145
+ "mean": 0.04685746435714577,
146
+ "stdev": 0.00284122602840285,
147
+ "p50": 0.04776749299998073,
148
+ "p90": 0.04955391780002856,
149
+ "p95": 0.05053346950001298,
150
+ "p99": 0.05167463549999013,
151
  "values": [
152
+ 0.04806437000002006,
153
+ 0.048923096999999416,
154
+ 0.04771525600000359,
155
+ 0.049765377000028366,
156
+ 0.04781972999995787,
157
+ 0.04887491799996724,
158
+ 0.049060513000029005,
159
+ 0.05195992699998442,
160
+ 0.047039870999981304,
161
+ 0.04355481200002487,
162
+ 0.04286916400002383,
163
+ 0.04374542800002246,
164
+ 0.04282724600000165,
165
+ 0.04378479199999674
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 42.682633971742
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.7134767799561729e-06,
175
+ "ram": 7.160848836520016e-08,
176
  "gpu": 0.0,
177
+ "total": 1.785085268321373e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1120394.658727269
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 958.885888,
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": 0.3949812010000642,
197
+ "mean": 0.028212942928576012,
198
+ "stdev": 0.0019119852493899964,
199
+ "p50": 0.029387228499984985,
200
+ "p90": 0.030176705599996013,
201
+ "p95": 0.030332203499997944,
202
+ "p99": 0.030480179900008012,
203
  "values": [
204
+ 0.029522188999976606,
205
+ 0.029715140000007523,
206
+ 0.029252267999993364,
207
+ 0.03023260399999117,
208
+ 0.02975210900001457,
209
+ 0.030517174000010527,
210
+ 0.029678311999987272,
211
+ 0.03004627600000731,
212
+ 0.025711598999976104,
213
+ 0.026487855000027594,
214
+ 0.025672185000019,
215
+ 0.026374303000011423,
216
+ 0.025803981000024123,
217
+ 0.026215206000017588
 
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 35.444724874381365
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 9.9205539998225e-07,
227
+ "ram": 4.146016549316301e-08,
228
  "gpu": 0.0,
229
+ "total": 1.0335155654754122e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 967571.3007186349
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
+ "count": 14,
241
+ "total": 0.3885085170001048,
242
+ "mean": 0.027750608357150344,
243
+ "stdev": 0.0018369203238799228,
244
+ "p50": 0.02886516500001335,
245
+ "p90": 0.029631815999988476,
246
+ "p95": 0.029797785350004345,
247
+ "p99": 0.029948825070014777,
248
  "values": [
249
+ 0.02899244100001397,
250
+ 0.02922454600002311,
251
+ 0.02873788900001273,
252
+ 0.029696123999997326,
253
+ 0.029205992000015613,
254
+ 0.029986585000017385,
255
+ 0.029167338999968706,
256
+ 0.029481763999967825,
257
+ 0.025337201000013465,
258
+ 0.026126541999985875,
259
+ 0.02531181300003027,
260
+ 0.02603356800000256,
261
+ 0.025424113000042325,
262
+ 0.025782600000013645
 
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 36.03524604325784
268
  },
269
  "energy": null,
270
  "efficiency": null