Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
b297afd
•
1 Parent(s): 5cb4c89

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 +82 -76
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": "0.2.1",
83
- "optimum_benchmark_commit": "9a8b29987613b8b04c221447a49b37ee314548ff",
84
  "transformers_version": "4.42.3",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.31.0",
@@ -99,7 +99,7 @@
99
  "prefill": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 956.526592,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
@@ -107,50 +107,52 @@
107
  },
108
  "latency": {
109
  "unit": "s",
110
- "count": 13,
111
- "total": 0.6378364839999904,
112
- "mean": 0.04906434492307618,
113
- "stdev": 0.0021008574413539072,
114
- "p50": 0.04890757800001211,
115
- "p90": 0.0507737607999843,
116
- "p95": 0.05221143759998767,
117
- "p99": 0.05368967152000323,
118
  "values": [
119
- 0.05405923000000712,
120
- 0.05097957599997471,
121
- 0.04890979299995024,
122
- 0.04814796700003399,
123
- 0.04814300800001092,
124
- 0.04995050000002266,
125
- 0.049756537000007484,
126
- 0.049341330999993716,
127
- 0.047951850000004015,
128
- 0.04882190799997943,
129
- 0.04890757800001211,
130
- 0.04872964499998034,
131
- 0.04413756100001365
 
 
132
  ]
133
  },
134
  "throughput": {
135
  "unit": "tokens/s",
136
- "value": 40.76279838517421
137
  },
138
  "energy": {
139
  "unit": "kWh",
140
- "cpu": 1.6674685809347367e-06,
141
- "ram": 6.968496072403241e-08,
142
  "gpu": 0.0,
143
- "total": 1.737153541658769e-06
144
  },
145
  "efficiency": {
146
  "unit": "tokens/kWh",
147
- "value": 1151308.708204483
148
  }
149
  },
150
  "decode": {
151
  "memory": {
152
  "unit": "MB",
153
- "max_ram": 956.526592,
154
  "max_global_vram": null,
155
  "max_process_vram": null,
156
  "max_reserved": null,
@@ -158,76 +160,80 @@
158
  },
159
  "latency": {
160
  "unit": "s",
161
- "count": 13,
162
- "total": 0.39171619900008636,
163
- "mean": 0.03013201530769895,
164
- "stdev": 0.0016810689361049936,
165
- "p50": 0.030122733000041535,
166
- "p90": 0.031056456599958437,
167
- "p95": 0.03234407659997487,
168
- "p99": 0.03383635291999781,
169
  "values": [
170
- 0.03420942200000354,
171
- 0.029241294000030393,
172
- 0.030122733000041535,
173
- 0.03088023099996917,
174
- 0.03050217300000213,
175
- 0.031100512999955754,
176
- 0.0306525550000174,
177
- 0.029580258000009962,
178
- 0.03081067099998336,
179
- 0.028963894000014534,
180
- 0.02920186000000058,
181
- 0.030115740000042024,
182
- 0.026334855000015978
 
 
183
  ]
184
  },
185
  "throughput": {
186
  "unit": "tokens/s",
187
- "value": 33.18729231311961
188
  },
189
  "energy": {
190
  "unit": "kWh",
191
- "cpu": 9.912686546643571e-07,
192
- "ram": 4.142798445337805e-08,
193
  "gpu": 0.0,
194
- "total": 1.0326966391177357e-06
195
  },
196
  "efficiency": {
197
  "unit": "tokens/kWh",
198
- "value": 968338.5828139526
199
  }
200
  },
201
  "per_token": {
202
  "memory": null,
203
  "latency": {
204
  "unit": "s",
205
- "count": 12,
206
- "total": 0.9416927060000262,
207
- "mean": 0.07847439216666885,
208
- "stdev": 0.002556070288920903,
209
- "p50": 0.0789358294999829,
210
- "p90": 0.08043597459999888,
211
- "p95": 0.08072864014998231,
212
- "p99": 0.08099842482996791,
213
  "values": [
214
- 0.08028523000001542,
215
- 0.07902762700001631,
216
- 0.07905465799996136,
217
- 0.07865735400002904,
218
- 0.08106587099996432,
219
- 0.08045272399999703,
220
- 0.07890389499999628,
221
- 0.07878092500004641,
222
- 0.07779963799998768,
223
- 0.07814285099999552,
224
- 0.07896776399996952,
225
- 0.0705541690000473
 
 
226
  ]
227
  },
228
  "throughput": {
229
  "unit": "tokens/s",
230
- "value": 12.74301045717101
231
  },
232
  "energy": null,
233
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.2.1",
83
+ "optimum_benchmark_commit": "3b8c49a169ebd79001b2a83fbf2b332612417102",
84
  "transformers_version": "4.42.3",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.31.0",
 
99
  "prefill": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 956.985344,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
107
  },
108
  "latency": {
109
  "unit": "s",
110
+ "count": 15,
111
+ "total": 0.6619469620000586,
112
+ "mean": 0.044129797466670576,
113
+ "stdev": 0.002180577741411704,
114
+ "p50": 0.043776980000018284,
115
+ "p90": 0.04781995980001739,
116
+ "p95": 0.048631943099991304,
117
+ "p99": 0.04880535661996532,
118
  "values": [
119
+ 0.04884870999995883,
120
+ 0.04853904300000522,
121
+ 0.043825962000028085,
122
+ 0.04322396699996034,
123
+ 0.04261489099997107,
124
+ 0.04489405600003238,
125
+ 0.043776980000018284,
126
+ 0.042662579000023015,
127
+ 0.04390447699995548,
128
+ 0.04674133500003563,
129
+ 0.0427032950000239,
130
+ 0.04433308800003033,
131
+ 0.041481443999998646,
132
+ 0.04194865600004505,
133
+ 0.042448478999972394
134
  ]
135
  },
136
  "throughput": {
137
  "unit": "tokens/s",
138
+ "value": 45.32085155184585
139
  },
140
  "energy": {
141
  "unit": "kWh",
142
+ "cpu": 1.6324496379605049e-06,
143
+ "ram": 6.821928384880493e-08,
144
  "gpu": 0.0,
145
+ "total": 1.7006689218093096e-06
146
  },
147
  "efficiency": {
148
  "unit": "tokens/kWh",
149
+ "value": 1176007.8486483057
150
  }
151
  },
152
  "decode": {
153
  "memory": {
154
  "unit": "MB",
155
+ "max_ram": 956.985344,
156
  "max_global_vram": null,
157
  "max_process_vram": null,
158
  "max_reserved": null,
 
160
  },
161
  "latency": {
162
  "unit": "s",
163
+ "count": 15,
164
+ "total": 0.3971508969999604,
165
+ "mean": 0.02647672646666403,
166
+ "stdev": 0.0011445116238779911,
167
+ "p50": 0.026342206000038004,
168
+ "p90": 0.027135782200002723,
169
+ "p95": 0.0282082983000123,
170
+ "p99": 0.029789475660006698,
171
  "values": [
172
+ 0.0301847700000053,
173
+ 0.026545234000025175,
174
+ 0.026655189999985396,
175
+ 0.026127936000023055,
176
+ 0.026617179000027136,
177
+ 0.026797596999983853,
178
+ 0.02609939299998132,
179
+ 0.026398731999961456,
180
+ 0.026342206000038004,
181
+ 0.026330413999971825,
182
+ 0.027361239000015303,
183
+ 0.025051926999992702,
184
+ 0.025565955999979906,
185
+ 0.02543549299997494,
186
+ 0.025637630999995054
187
  ]
188
  },
189
  "throughput": {
190
  "unit": "tokens/s",
191
+ "value": 37.76901956739505
192
  },
193
  "energy": {
194
  "unit": "kWh",
195
+ "cpu": 9.56197055401625e-07,
196
+ "ram": 3.9965275882281064e-08,
197
  "gpu": 0.0,
198
+ "total": 9.961623312839072e-07
199
  },
200
  "efficiency": {
201
  "unit": "tokens/kWh",
202
+ "value": 1003852.4531550462
203
  }
204
  },
205
  "per_token": {
206
  "memory": null,
207
  "latency": {
208
  "unit": "s",
209
+ "count": 14,
210
+ "total": 0.9805076190000364,
211
+ "mean": 0.0700362585000026,
212
+ "stdev": 0.002102027039272845,
213
+ "p50": 0.06975170500001582,
214
+ "p90": 0.07267594009999244,
215
+ "p95": 0.07386498314999983,
216
+ "p99": 0.07501496783000278,
217
  "values": [
218
+ 0.07530246400000351,
219
+ 0.07049988800002893,
220
+ 0.06935783399995898,
221
+ 0.06924855100004379,
222
+ 0.07170757199997979,
223
+ 0.06985371000001805,
224
+ 0.06911311799996156,
225
+ 0.07027120899999773,
226
+ 0.07309095499999785,
227
+ 0.06985858000001599,
228
+ 0.06964970000001358,
229
+ 0.06704113899996855,
230
+ 0.06742579700005535,
231
+ 0.06808710199999268
232
  ]
233
  },
234
  "throughput": {
235
  "unit": "tokens/s",
236
+ "value": 14.278318422734745
237
  },
238
  "energy": null,
239
  "efficiency": null