Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
8aadbe2
•
1 Parent(s): 15acf1e

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": "0.4.0",
83
- "optimum_benchmark_commit": "a38b9ad1f603bed36d9a51f418af821526aa4776",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.34.0",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1120.452608,
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": 4.971347182000045,
112
- "mean": 4.971347182000045,
113
  "stdev": 0.0,
114
- "p50": 4.971347182000045,
115
- "p90": 4.971347182000045,
116
- "p95": 4.971347182000045,
117
- "p99": 4.971347182000045,
118
  "values": [
119
- 4.971347182000045
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.86789030666666e-05,
126
- "ram": 2.870602845833556e-06,
127
  "gpu": 0,
128
- "total": 7.154950591250015e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 974.196736,
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": 0.6459417419999909,
145
- "mean": 0.046138695857142205,
146
- "stdev": 0.0022938885813929607,
147
- "p50": 0.047261455000011665,
148
- "p90": 0.04819082340000023,
149
- "p95": 0.04829793089999157,
150
- "p99": 0.048380139779976614,
151
  "values": [
152
- 0.047106271000018296,
153
- 0.047416639000005034,
154
- 0.04796989999999823,
155
- 0.04807001599999694,
156
- 0.04806495799999766,
157
- 0.04670207700002038,
158
- 0.04840069199997288,
159
- 0.047874763000038456,
160
- 0.048242598000001635,
161
- 0.043629858999963744,
162
- 0.04226758599997993,
163
- 0.04251509799996711,
164
- 0.04273223299998108,
165
- 0.044949052000049505
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 43.347562449370855
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.6945578272946532e-06,
175
- "ram": 7.08179840722991e-08,
176
  "gpu": 0.0,
177
- "total": 1.7653758113669521e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1132903.2533029756
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 974.589952,
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": 0.39573163400001476,
197
- "mean": 0.02826654528571534,
198
- "stdev": 0.0016085705090884627,
199
- "p50": 0.029242404999990868,
200
- "p90": 0.02939422069998727,
201
- "p95": 0.02975399204998439,
202
- "p99": 0.030273889609991327,
203
  "values": [
204
- 0.02915886400001,
205
- 0.029371260000004895,
206
- 0.029305927999985215,
207
- 0.030403863999993064,
208
- 0.029301228999997875,
209
- 0.029266966000022876,
210
- 0.029317350000042097,
211
- 0.02921784399995886,
212
- 0.02940406099997972,
213
- 0.025571119999995062,
214
- 0.02608762300002354,
215
- 0.025557784999989508,
216
- 0.02695941600001106,
217
- 0.026808324000000994
 
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 35.37751040645762
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 9.982612838163296e-07,
227
- "ram": 4.171891356664181e-08,
228
  "gpu": 0.0,
229
- "total": 1.0399801973829718e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 961556.7705196899
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
- "count": 14,
241
- "total": 0.3892405020001206,
242
- "mean": 0.027802893000008617,
243
- "stdev": 0.0015366663695830915,
244
- "p50": 0.028728086499995698,
245
- "p90": 0.028885314599989442,
246
- "p95": 0.029229944599993018,
247
- "p99": 0.0297255337200005,
248
  "values": [
249
- 0.02865308200000527,
250
- 0.028859506999992846,
251
- 0.02877810400002545,
252
- 0.02984943100000237,
253
- 0.028758407999987412,
254
- 0.02875987200002328,
255
- 0.02882642500003385,
256
- 0.028697765000003983,
257
- 0.028896374999987984,
258
- 0.025206741000033617,
259
- 0.025738152000030823,
260
- 0.02517562299999554,
261
- 0.02659968599999729,
262
- 0.0264413310000009
 
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 35.96748007481416
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": "712b269a3b6d61a1322007f38975568cf51222c7",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.34.0",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1120.407552,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.843946509999995,
112
+ "mean": 4.843946509999995,
113
  "stdev": 0.0,
114
+ "p50": 4.843946509999995,
115
+ "p90": 4.843946509999995,
116
+ "p95": 4.843946509999995,
117
+ "p99": 4.843946509999995,
118
  "values": [
119
+ 4.843946509999995
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.791260906111095e-05,
126
+ "ram": 2.8385729760189215e-06,
127
  "gpu": 0,
128
+ "total": 7.075118203712986e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 973.881344,
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": 0.660474444000215,
145
+ "mean": 0.04403162960001434,
146
+ "stdev": 0.0024519331834574544,
147
+ "p50": 0.043054643000004944,
148
+ "p90": 0.047120095400021,
149
+ "p95": 0.0476585563000242,
150
+ "p99": 0.04830474646003381,
151
  "values": [
152
+ 0.0426397159999965,
153
+ 0.04329123500002652,
154
+ 0.043054643000004944,
155
+ 0.0425270250000267,
156
+ 0.048466294000036214,
157
+ 0.047312383000019054,
158
+ 0.04652550000002975,
159
+ 0.04683166400002392,
160
+ 0.045940364999978556,
161
+ 0.04587443100001565,
162
+ 0.04200827400001117,
163
+ 0.04117562400000452,
164
+ 0.040958447999969394,
165
+ 0.040826362000018435,
166
+ 0.04304248000005373
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 45.42189371976704
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.6305878150463012e-06,
176
+ "ram": 6.81440717380331e-08,
177
  "gpu": 0.0,
178
+ "total": 1.6987318867843343e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1177348.8303595455
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 974.536704,
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": 0.403249100999858,
198
+ "mean": 0.026883273399990533,
199
+ "stdev": 0.0016049146547963916,
200
+ "p50": 0.02633841800002301,
201
+ "p90": 0.02897167199997739,
202
+ "p95": 0.02928287489996819,
203
+ "p99": 0.02971459177997076,
204
  "values": [
205
+ 0.026306247999968946,
206
+ 0.02670706800000744,
207
+ 0.02633841800002301,
208
+ 0.02697938799997246,
209
+ 0.029822520999971402,
210
+ 0.028851782999993247,
211
+ 0.029051597999966816,
212
+ 0.02843987199997855,
213
+ 0.02875654500002156,
214
+ 0.02516494200000352,
215
+ 0.024897119999991446,
216
+ 0.025700633999974798,
217
+ 0.02531520200000159,
218
+ 0.02540677299998606,
219
+ 0.025510988999997153
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 37.19785106230226
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 1.0095783253240302e-06,
229
+ "ram": 4.219169983665909e-08,
230
  "gpu": 0.0,
231
+ "total": 1.051770025160689e-06
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 950778.1892217555
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
+ "count": 15,
243
+ "total": 0.39717998799983434,
244
+ "mean": 0.026478665866655624,
245
+ "stdev": 0.0015162367482645788,
246
+ "p50": 0.026004794000016318,
247
+ "p90": 0.02842896199998677,
248
+ "p95": 0.028738930399981655,
249
+ "p99": 0.029184157279973987,
250
  "values": [
251
+ 0.025948137000000315,
252
+ 0.02627900699997099,
253
+ 0.026004794000016318,
254
+ 0.026590479999981653,
255
+ 0.02929546399997207,
256
+ 0.028321780999988277,
257
+ 0.028500415999985762,
258
+ 0.027918935999991845,
259
+ 0.028252851999980066,
260
+ 0.024848578999979054,
261
+ 0.02458597700001519,
262
+ 0.02535622999999987,
263
+ 0.024996134999980768,
264
+ 0.025080773000013323,
265
+ 0.025200426999958836
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 37.76625321819149
271
  },
272
  "energy": null,
273
  "efficiency": null