Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
21325ed
•
1 Parent(s): 0c9aba7

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 +88 -88
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": "802823c7274dfd9b1edbe9a02521fdbafa78149a",
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": 1116.4672,
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": 4.975048257000026,
112
- "mean": 4.975048257000026,
113
  "stdev": 0.0,
114
- "p50": 4.975048257000026,
115
- "p90": 4.975048257000026,
116
- "p95": 4.975048257000026,
117
- "p99": 4.975048257000026,
118
  "values": [
119
- 4.975048257000026
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.757732364866469e-05,
126
- "ram": 2.824483561606712e-06,
127
  "gpu": 0,
128
- "total": 7.040180721027141e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 969.805824,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
@@ -141,50 +141,50 @@
141
  "latency": {
142
  "unit": "s",
143
  "count": 14,
144
- "total": 0.646624399000018,
145
- "mean": 0.046187457071429856,
146
- "stdev": 0.0025949522762666656,
147
- "p50": 0.04478753499999755,
148
- "p90": 0.050104897899998946,
149
- "p95": 0.05104821945000282,
150
- "p99": 0.05179402788999852,
151
  "values": [
152
- 0.049075115999983154,
153
- 0.05198047999999744,
154
- 0.050546233000005714,
155
- 0.047676484000021446,
156
- 0.044828965999982984,
157
- 0.04467361700000083,
158
- 0.04427160700001309,
159
- 0.04474610400001211,
160
- 0.04462470699999699,
161
- 0.04692271700000106,
162
- 0.04385463899998854,
163
- 0.04610435899999743,
164
- 0.04348238400001492,
165
- 0.0438369860000023
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 43.30179938044562
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.7362056722963491e-06,
175
- "ram": 7.255874451288947e-08,
176
  "gpu": 0.0,
177
- "total": 1.8087644168092388e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1105727.1922277813
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 970.461184,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
@@ -193,44 +193,44 @@
193
  "latency": {
194
  "unit": "s",
195
  "count": 14,
196
- "total": 0.39141461400001276,
197
- "mean": 0.027958186714286626,
198
- "stdev": 0.001715485999648243,
199
- "p50": 0.027248505499997577,
200
- "p90": 0.030831619700015266,
201
- "p95": 0.030911893350013032,
202
- "p99": 0.030925736270007463,
203
  "values": [
204
- 0.03092919700000607,
205
- 0.030666055000011738,
206
- 0.03090257600001678,
207
- 0.026876630999993267,
208
- 0.02733414600001538,
209
- 0.026964083999985178,
210
- 0.026518981999998914,
211
- 0.02980899299998896,
212
- 0.027355884000002106,
213
- 0.02682236999999077,
214
- 0.026555130000019744,
215
- 0.027532355000005282,
216
- 0.027162864999979774,
217
- 0.0259853459999988
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 35.76769875025551
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 1.0328935808989547e-06,
227
- "ram": 4.316798532022403e-08,
228
  "gpu": 0.0,
229
- "total": 1.0760615662191785e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 929314.856503586
234
  }
235
  },
236
  "per_token": {
@@ -238,33 +238,33 @@
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
- "total": 0.3856564619999574,
242
- "mean": 0.0275468901428541,
243
- "stdev": 0.0016660677802258985,
244
- "p50": 0.02680176049999261,
245
- "p90": 0.03031584500000406,
246
- "p95": 0.030387162999996064,
247
- "p99": 0.030395451799994647,
248
  "values": [
249
- 0.03039752399999429,
250
- 0.03016245400002049,
251
- 0.03038158399999702,
252
- 0.026525053999989723,
253
- 0.02695813400001157,
254
- 0.026583212999980788,
255
- 0.02615685600000006,
256
- 0.029435474999985445,
257
- 0.026786090999991075,
258
- 0.02647963000001141,
259
- 0.026208362000005536,
260
- 0.027184113999993542,
261
- 0.026817429999994147,
262
- 0.025580540999982304
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 36.30173841091128
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": "2cd267cd040017299b1552b6228f28f2c1190ba4",
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": 1116.332032,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 5.0455330389999915,
112
+ "mean": 5.0455330389999915,
113
  "stdev": 0.0,
114
+ "p50": 5.0455330389999915,
115
+ "p90": 5.0455330389999915,
116
+ "p95": 5.0455330389999915,
117
+ "p99": 5.0455330389999915,
118
  "values": [
119
+ 5.0455330389999915
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.933255592981975e-05,
126
+ "ram": 2.8978697294974155e-06,
127
  "gpu": 0,
128
+ "total": 7.223042565931717e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 969.9328,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
141
  "latency": {
142
  "unit": "s",
143
  "count": 14,
144
+ "total": 0.6342799079999395,
145
+ "mean": 0.04530570771428139,
146
+ "stdev": 0.0005733304567881063,
147
+ "p50": 0.04518282949996433,
148
+ "p90": 0.045592576199999256,
149
+ "p95": 0.04612846194999065,
150
+ "p99": 0.04690166918998102,
151
  "values": [
152
+ 0.0448074189999943,
153
+ 0.04505645300002925,
154
+ 0.04525058599995191,
155
+ 0.04560803399999713,
156
+ 0.045080729000005704,
157
+ 0.04536965900001633,
158
+ 0.0453686459999858,
159
+ 0.04545676099996854,
160
+ 0.045075870000005125,
161
+ 0.045115072999976746,
162
+ 0.045556508000004214,
163
+ 0.044525963000012325,
164
+ 0.047094970999978614,
165
+ 0.04491323600001351
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 44.14454824572919
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.7264504939461678e-06,
175
+ "ram": 7.215088039856709e-08,
176
  "gpu": 0.0,
177
+ "total": 1.798601374344735e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1111975.1316372915
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 970.457088,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
 
193
  "latency": {
194
  "unit": "s",
195
  "count": 14,
196
+ "total": 0.3847803660000295,
197
+ "mean": 0.027484311857144967,
198
+ "stdev": 0.0007059539412966667,
199
+ "p50": 0.027413872000010997,
200
+ "p90": 0.02811409860000822,
201
+ "p95": 0.028573896150001585,
202
+ "p99": 0.029152723229988735,
203
  "values": [
204
+ 0.02683551100000159,
205
+ 0.029297429999985525,
206
+ 0.027657847000000402,
207
+ 0.02758113400000184,
208
+ 0.027052607999962675,
209
+ 0.027950293000003512,
210
+ 0.027246610000020155,
211
+ 0.026822227000025123,
212
+ 0.02786120700000083,
213
+ 0.027934044000005542,
214
+ 0.026853604999985237,
215
+ 0.028184301000010237,
216
+ 0.026865116000010403,
217
+ 0.026638433000016448
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 36.3843928564664
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 1.0056257094354051e-06,
227
+ "ram": 4.202641405800024e-08,
228
  "gpu": 0.0,
229
+ "total": 1.0476521234934058e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 954515.31818166
234
  }
235
  },
236
  "per_token": {
 
238
  "latency": {
239
  "unit": "s",
240
  "count": 14,
241
+ "total": 0.37934884100002364,
242
+ "mean": 0.027096345785715976,
243
+ "stdev": 0.000691967626788171,
244
+ "p50": 0.027021023000003197,
245
+ "p90": 0.027617865799999208,
246
+ "p95": 0.028085376449990918,
247
+ "p99": 0.028755452089986873,
248
  "values": [
249
+ 0.026476190000039423,
250
+ 0.028922970999985864,
251
+ 0.02728652400003284,
252
+ 0.027197196999964035,
253
+ 0.02669066099997508,
254
+ 0.027579370000012204,
255
+ 0.02684484900004236,
256
+ 0.026444722000007914,
257
+ 0.027472810999995545,
258
+ 0.027547392000030868,
259
+ 0.026488472999972146,
260
+ 0.02763436399999364,
261
+ 0.026492389999987154,
262
+ 0.026270926999984567
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 36.90534538894011
268
  },
269
  "energy": null,
270
  "efficiency": null