Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
b81eade
•
1 Parent(s): 300e71f

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": "e185b4a299427f88d515b3c18d3c0c0dc8e91cd8",
84
  "transformers_version": "4.43.3",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1121.181696,
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": 4.9229796939999915,
112
- "mean": 4.9229796939999915,
113
  "stdev": 0.0,
114
- "p50": 4.9229796939999915,
115
- "p90": 4.9229796939999915,
116
- "p95": 4.9229796939999915,
117
- "p99": 4.9229796939999915,
118
  "values": [
119
- 4.9229796939999915
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.818298763699002e-05,
126
- "ram": 2.8498839763472004e-06,
127
  "gpu": 0,
128
- "total": 7.103287161333722e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 974.92992,
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": 0.6255480579999357,
145
- "mean": 0.044682004142852554,
146
- "stdev": 0.0008305212294736774,
147
- "p50": 0.044716764500009276,
148
- "p90": 0.0455243362999795,
149
- "p95": 0.04579019419997508,
150
- "p99": 0.046159390039973686,
151
  "values": [
152
- 0.043439609999950335,
153
- 0.04440303500001619,
154
- 0.04351444999997511,
155
- 0.04625168899997334,
156
- 0.04351709700000583,
157
- 0.04497875699996712,
158
- 0.044284193000009964,
159
- 0.04512453900002811,
160
- 0.04524391199998945,
161
- 0.044454772000051435,
162
- 0.04554169699997601,
163
- 0.045228952999991634,
164
- 0.045483827999987625,
165
- 0.04408152600001358
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 44.7607496209394
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.6783583495352006e-06,
175
- "ram": 7.014120424955195e-08,
176
  "gpu": 0.0,
177
- "total": 1.7484995537847528e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1143837.866970487
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 975.454208,
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": 0.3787723810000898,
197
- "mean": 0.027055170071434986,
198
- "stdev": 0.000787602164861275,
199
- "p50": 0.026988293000016483,
200
- "p90": 0.028080331900002878,
201
- "p95": 0.028665916400012748,
202
- "p99": 0.028962339280027435,
203
  "values": [
204
- 0.02682267100004765,
205
- 0.026663422000012815,
206
- 0.02697696700005281,
207
- 0.026459482999996453,
208
- 0.027085407999948075,
209
- 0.027040214999999534,
210
- 0.027148187000022972,
211
- 0.026999618999980157,
212
- 0.029036445000031108,
213
- 0.027179504000002908,
214
- 0.02683565400002408,
215
- 0.02846640100000286,
216
- 0.026121924999984003,
217
- 0.025936479999984385
 
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 36.96151224921724
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 1.0035566157764864e-06,
227
- "ram": 4.194064190701851e-08,
228
  "gpu": 0.0,
229
- "total": 1.0454972576835038e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 956482.6618633973
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
- "count": 14,
241
- "total": 0.37318256800011795,
242
- "mean": 0.02665589771429414,
243
- "stdev": 0.0007650391159718242,
244
- "p50": 0.026545257500004027,
245
- "p90": 0.027581045499971424,
246
- "p95": 0.02817562644998759,
247
- "p99": 0.0285625828900055,
248
  "values": [
249
- 0.026448624000011023,
250
- 0.026291629000013472,
251
- 0.02640648500005227,
252
- 0.02609491399999797,
253
- 0.02670488899997281,
254
- 0.0266649660000553,
255
- 0.026768660000016098,
256
- 0.02662639400000444,
257
- 0.02865932200000998,
258
- 0.026801409999961834,
259
- 0.026464121000003615,
260
- 0.027915174999975534,
261
- 0.025757406000025185,
262
- 0.025578573000018423
 
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 37.51514995736772
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": "77f747e53ce7403364c3165a786f2dab3853d12c",
84
  "transformers_version": "4.43.3",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1109.573632,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.821368032000009,
112
+ "mean": 4.821368032000009,
113
  "stdev": 0.0,
114
+ "p50": 4.821368032000009,
115
+ "p90": 4.821368032000009,
116
+ "p95": 4.821368032000009,
117
+ "p99": 4.821368032000009,
118
  "values": [
119
+ 4.821368032000009
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.74127393298679e-05,
126
+ "ram": 2.817684433285876e-06,
127
  "gpu": 0,
128
+ "total": 7.023042376315378e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 963.19488,
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": 0.6471706779999522,
145
+ "mean": 0.04314471186666348,
146
+ "stdev": 0.0014037145014244134,
147
+ "p50": 0.04325610600000118,
148
+ "p90": 0.044334422800022824,
149
+ "p95": 0.04516805650004585,
150
+ "p99": 0.04664729370003329,
151
  "values": [
152
+ 0.04701710300003015,
153
+ 0.042712019999953554,
154
+ 0.044272644999978183,
155
+ 0.042310850000035316,
156
+ 0.043761430000017754,
157
+ 0.04234345099996517,
158
+ 0.041983407999964584,
159
+ 0.04437560800005258,
160
+ 0.04325610600000118,
161
+ 0.043504580000046644,
162
+ 0.043535969000004116,
163
+ 0.043387070999983735,
164
+ 0.04225292199998876,
165
+ 0.041349472999968384,
166
+ 0.0411080419999621
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 46.355623052505194
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.6612398403662225e-06,
176
+ "ram": 6.942598507094998e-08,
177
  "gpu": 0.0,
178
+ "total": 1.7306658254371726e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1155624.5986973208
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 963.981312,
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": 0.39962352899999587,
198
+ "mean": 0.026641568599999724,
199
+ "stdev": 0.0009286283575222368,
200
+ "p50": 0.02647367800000211,
201
+ "p90": 0.027652682399968855,
202
+ "p95": 0.028166504399985113,
203
+ "p99": 0.028888225679991136,
204
  "values": [
205
+ 0.026381395999976576,
206
+ 0.02608187500004533,
207
+ 0.0268360439999924,
208
+ 0.0274619039999493,
209
+ 0.026509764999957497,
210
+ 0.025885127000037755,
211
+ 0.02627124000002823,
212
+ 0.02777986799998189,
213
+ 0.02647367800000211,
214
+ 0.02682607599996345,
215
+ 0.02599018400002251,
216
+ 0.029068655999992643,
217
+ 0.025451858999986143,
218
+ 0.025354496000034032,
219
+ 0.02725136100002601
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 37.53532740560968
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 1.009136637051901e-06,
229
+ "ram": 4.217411081611998e-08,
230
  "gpu": 0.0,
231
+ "total": 1.05131074786802e-06
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 951193.5477002643
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
+ "count": 15,
243
+ "total": 0.39418433299999833,
244
+ "mean": 0.02627895553333322,
245
+ "stdev": 0.0008837379547187651,
246
+ "p50": 0.02611787299997559,
247
+ "p90": 0.027312350799979866,
248
+ "p95": 0.027773389399993673,
249
+ "p99": 0.028405415479991234,
250
  "values": [
251
+ 0.026032002999954784,
252
+ 0.025747981000051823,
253
+ 0.026484466999988854,
254
+ 0.027128670999957194,
255
+ 0.026142488999994384,
256
+ 0.02555454900004861,
257
+ 0.025901639000039722,
258
+ 0.027434803999994983,
259
+ 0.02611787299997559,
260
+ 0.02648697199998651,
261
+ 0.02566389399999025,
262
+ 0.028563421999990624,
263
+ 0.025157036999985394,
264
+ 0.02506286100003763,
265
+ 0.026705671000001985
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 38.05326276120686
271
  },
272
  "energy": null,
273
  "efficiency": null