Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
9e31f86
•
1 Parent(s): 50be349

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 -91
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": "7c71894ae4cd133d60f5842060d14bb76afed94c",
84
  "transformers_version": "4.43.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1110.15936,
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": 4.848083419000034,
112
- "mean": 4.848083419000034,
113
  "stdev": 0.0,
114
- "p50": 4.848083419000034,
115
- "p90": 4.848083419000034,
116
- "p95": 4.848083419000034,
117
- "p99": 4.848083419000034,
118
  "values": [
119
- 4.848083419000034
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.708900398678251e-05,
126
- "ram": 2.8041423773970563e-06,
127
  "gpu": 0,
128
- "total": 6.989314636417957e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 963.91168,
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": 0.6205991609999728,
145
- "mean": 0.04432851149999806,
146
- "stdev": 0.002249822797637169,
147
- "p50": 0.04554184599999189,
148
- "p90": 0.046591856700001696,
149
- "p95": 0.0468687820000099,
150
- "p99": 0.04707992279999587,
151
  "values": [
152
- 0.04154125700000577,
153
- 0.04257463000004691,
154
- 0.046210121000001436,
155
- 0.045717599999989034,
156
- 0.04713270799999236,
157
- 0.046726668000019345,
158
- 0.04612375900001098,
159
- 0.046219808999978795,
160
- 0.04627729699996053,
161
- 0.04536609199999475,
162
- 0.04252473799999734,
163
- 0.04116342100002157,
164
- 0.04174136199998202,
165
- 0.04127969899997197
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 45.11768909723232
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.649218135409885e-06,
175
- "ram": 6.892287528543761e-08,
176
  "gpu": 0.0,
177
- "total": 1.7181410106953226e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1164048.8106331916
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 964.698112,
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": 0.38746587300011015,
197
- "mean": 0.027676133785722153,
198
- "stdev": 0.0020507584515126786,
199
- "p50": 0.02839962050003919,
200
- "p90": 0.02935537839997551,
201
- "p95": 0.03043986504998202,
202
- "p99": 0.031719472210013464,
203
  "values": [
204
- 0.025552610000033837,
205
- 0.029578590999960852,
206
- 0.028704445000016676,
207
- 0.028444930000034674,
208
- 0.028623173000028146,
209
- 0.02858415899999045,
210
- 0.028267837999976564,
211
- 0.0288345490000097,
212
- 0.028354311000043708,
213
- 0.032039374000021326,
214
- 0.025145497999972122,
215
- 0.025294455999983256,
216
- 0.025104190000035942,
217
- 0.024937749000002896
 
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 36.132214410521826
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 9.704754087660047e-07,
227
- "ram": 4.055975711017366e-08,
228
  "gpu": 0.0,
229
- "total": 1.0110351658761786e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 989085.2798709377
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
- "count": 14,
241
- "total": 0.3814522730000931,
242
- "mean": 0.02724659092857808,
243
- "stdev": 0.0019779860984668876,
244
- "p50": 0.027916095500017946,
245
- "p90": 0.028858158099978937,
246
- "p95": 0.02994702524997308,
247
- "p99": 0.031216082649988833,
248
  "values": [
249
- 0.025212463000002572,
250
- 0.029092851999962477,
251
- 0.028235067000025538,
252
- 0.027970813000024464,
253
- 0.028133767000042553,
254
- 0.0281057749999718,
255
- 0.02779653700002882,
256
- 0.028310539000017343,
257
- 0.027861378000011428,
258
- 0.03153334699999277,
259
- 0.024797205999959715,
260
- 0.02498458700000583,
261
- 0.02480101300000115,
262
- 0.02461692900004664
 
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 36.701839236376976
268
  },
269
  "energy": null,
270
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.3.1",
83
+ "optimum_benchmark_commit": "d3c098f7db730a120ce09e9c390325447583d3b3",
84
  "transformers_version": "4.43.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1120.58368,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.7692232099999785,
112
+ "mean": 4.7692232099999785,
113
  "stdev": 0.0,
114
+ "p50": 4.7692232099999785,
115
+ "p90": 4.7692232099999785,
116
+ "p95": 4.7692232099999785,
117
+ "p99": 4.7692232099999785,
118
  "values": [
119
+ 4.7692232099999785
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.772013770209419e-05,
126
+ "ram": 2.8305295998393374e-06,
127
  "gpu": 0,
128
+ "total": 7.055066730193353e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 974.594048,
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": 0.6539542359999189,
145
+ "mean": 0.043596949066661256,
146
+ "stdev": 0.002181769598750108,
147
+ "p50": 0.04446738400000072,
148
+ "p90": 0.04513058000000001,
149
+ "p95": 0.045282110100012575,
150
+ "p99": 0.04550902602001258,
151
  "values": [
152
+ 0.04280345799998031,
153
+ 0.044921682999984114,
154
+ 0.044694378000002644,
155
+ 0.042956071999981305,
156
+ 0.04556575500001259,
157
+ 0.04439705299998309,
158
+ 0.043452279000007366,
159
+ 0.044852292000001626,
160
+ 0.04516054800001257,
161
+ 0.04460382899998194,
162
+ 0.04446738400000072,
163
+ 0.04508562799998117,
164
+ 0.044226743999985274,
165
+ 0.03815867700001263,
166
+ 0.03860845599999152
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 45.87476974459681
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.506055675001226e-06,
176
+ "ram": 6.294066913247101e-08,
177
  "gpu": 0.0,
178
+ "total": 1.568996344133697e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1274700.2295306665
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 975.118336,
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": 0.4046859340000424,
198
+ "mean": 0.026979062266669494,
199
+ "stdev": 0.0017312101920150473,
200
+ "p50": 0.027581240000017715,
201
+ "p90": 0.028332817200004003,
202
+ "p95": 0.028510628000003636,
203
+ "p99": 0.028801816799991685,
204
  "values": [
205
+ 0.027821058000000676,
206
+ 0.028874613999988696,
207
+ 0.027324810999999727,
208
+ 0.02727987700001222,
209
+ 0.02800162399998385,
210
+ 0.027849120000013272,
211
+ 0.027208774000001767,
212
+ 0.028354634000010037,
213
+ 0.028123271999987765,
214
+ 0.027020382000017662,
215
+ 0.028300091999994947,
216
+ 0.027581240000017715,
217
+ 0.023674367000012353,
218
+ 0.023687449999982846,
219
+ 0.023584619000018847
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 37.06578049732371
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 9.060696569023683e-07,
229
+ "ram": 3.7867727032743535e-08,
230
  "gpu": 0.0,
231
+ "total": 9.439373839351123e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 1059392.304001323
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
+ "count": 15,
243
+ "total": 0.398187312000033,
244
+ "mean": 0.026545820800002198,
245
+ "stdev": 0.0016697414528331663,
246
+ "p50": 0.027117524000004778,
247
+ "p90": 0.027860018600000556,
248
+ "p95": 0.02804309100000921,
249
+ "p99": 0.028346353400009433,
250
  "values": [
251
+ 0.027336202000014964,
252
+ 0.02842216900000949,
253
+ 0.026880320999993046,
254
+ 0.02678377099999807,
255
+ 0.0275383290000093,
256
+ 0.027389642000002823,
257
+ 0.026732846000015797,
258
+ 0.027880629000009094,
259
+ 0.027660277999984828,
260
+ 0.026586793000006992,
261
+ 0.027829102999987754,
262
+ 0.027117524000004778,
263
+ 0.023365170000005264,
264
+ 0.02338283199998159,
265
+ 0.023281703000009202
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 37.67071312407553
271
  },
272
  "energy": null,
273
  "efficiency": null