Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
b300f1c
•
1 Parent(s): f207a99

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 +95 -92
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -79,8 +79,8 @@
79
  "platform": "Linux-6.5.0-1024-azure-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
- "optimum_benchmark_version": "0.3.1",
83
- "optimum_benchmark_commit": "91971089040d6dac4da0f6b0a30eec8415a34544",
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": 1110.544384,
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": 4.828387700999997,
112
- "mean": 4.828387700999997,
113
  "stdev": 0.0,
114
- "p50": 4.828387700999997,
115
- "p90": 4.828387700999997,
116
- "p95": 4.828387700999997,
117
- "p99": 4.828387700999997,
118
  "values": [
119
- 4.828387700999997
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.733737786610922e-05,
126
- "ram": 2.81453021448101e-06,
127
  "gpu": 0,
128
- "total": 7.015190808059023e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 964.284416,
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": 0.6361960849999946,
145
- "mean": 0.045442577499999616,
146
- "stdev": 0.002728605602092908,
147
- "p50": 0.04625793649999821,
148
- "p90": 0.04858183720001535,
149
- "p95": 0.04886884120001156,
150
- "p99": 0.04891960984000008,
151
  "values": [
152
- 0.04883467000001929,
153
- 0.04893230199999721,
154
- 0.047840330000013864,
155
- 0.04799189400000614,
156
- 0.04585560800001076,
157
- 0.04679699899998013,
158
- 0.04738352699999382,
159
- 0.04600137199997789,
160
- 0.04651450100001853,
161
- 0.0430433310000069,
162
- 0.04126955399999588,
163
- 0.041414804999988064,
164
- 0.04238794500000154,
165
- 0.04192924699998457
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 44.011588031071014
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
- "cpu": 1.6245651024359244e-06,
175
- "ram": 6.78929964894337e-08,
176
  "gpu": 0.0,
177
- "total": 1.692458098925358e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
- "value": 1181713.1551262147
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
- "max_ram": 964.808704,
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": 0.39243324599999596,
197
- "mean": 0.028030946142856856,
198
- "stdev": 0.0018203285658958763,
199
- "p50": 0.028873714499994207,
200
- "p90": 0.02986611840000819,
201
- "p95": 0.030153474900006926,
202
- "p99": 0.03044640858000264,
203
  "values": [
204
- 0.02769591099999502,
205
- 0.029258843999997453,
206
- 0.029655676000004405,
207
- 0.029333884000010357,
208
- 0.029129401999995252,
209
- 0.030519642000001568,
210
- 0.02958061499998621,
211
- 0.029956308000009813,
212
- 0.028618026999993162,
213
- 0.025387432999991688,
214
- 0.025564846000008856,
215
- 0.026020267000006925,
216
- 0.025793432999989818,
217
- 0.025918958000005432
 
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
- "value": 35.674857170485865
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 9.885658378954294e-07,
227
- "ram": 4.1314290976345075e-08,
228
  "gpu": 0.0,
229
- "total": 1.0298801288717746e-06
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
- "value": 970986.7895941365
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
- "count": 14,
241
- "total": 0.38648090499995646,
242
- "mean": 0.02760577892856832,
243
- "stdev": 0.0017292134270747801,
244
- "p50": 0.028416899999982093,
245
- "p90": 0.029362376400007405,
246
- "p95": 0.02963497585000994,
247
- "p99": 0.029913129570003888,
248
  "values": [
249
- 0.02720574500000339,
250
- 0.0287689069999999,
251
- 0.029163154999992003,
252
- 0.028794045000012147,
253
- 0.028645486999977265,
254
- 0.029982668000002377,
255
- 0.029102129999984072,
256
- 0.029447757000014008,
257
- 0.02818831299998692,
258
- 0.025087713000004896,
259
- 0.025242964000000256,
260
- 0.025730385000002798,
261
- 0.025506305999982715,
262
- 0.02561532999999372
 
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
- "value": 36.22429936092593
268
  },
269
  "energy": null,
270
  "efficiency": null
 
79
  "platform": "Linux-6.5.0-1024-azure-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
+ "optimum_benchmark_version": "0.4.0",
83
+ "optimum_benchmark_commit": "3e7bebdc507bc4e37dce5660074b7586de6b39b2",
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": 1122.054144,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.8629198769999675,
112
+ "mean": 4.8629198769999675,
113
  "stdev": 0.0,
114
+ "p50": 4.8629198769999675,
115
+ "p90": 4.8629198769999675,
116
+ "p95": 4.8629198769999675,
117
+ "p99": 4.8629198769999675,
118
  "values": [
119
+ 4.8629198769999675
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.84105740653144e-05,
126
+ "ram": 2.8593950816866705e-06,
127
  "gpu": 0,
128
+ "total": 7.126996914700107e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 975.532032,
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": 0.6452148300000431,
145
+ "mean": 0.04301432200000287,
146
+ "stdev": 0.0025467053337200137,
147
+ "p50": 0.04381685800001378,
148
+ "p90": 0.045459058000005825,
149
+ "p95": 0.04558387700000708,
150
+ "p99": 0.0456675354000015,
151
  "values": [
152
+ 0.04301685199999383,
153
+ 0.04553906000001007,
154
+ 0.0456884500000001,
155
+ 0.043512259000010545,
156
+ 0.04533905499999946,
157
+ 0.04493996000002198,
158
+ 0.044405439000001934,
159
+ 0.044776003000038145,
160
+ 0.044671797999967566,
161
+ 0.04381685800001378,
162
+ 0.043606834999991406,
163
+ 0.039279619000012644,
164
+ 0.03912189400000443,
165
+ 0.03903086399998301,
166
+ 0.03846988399999418
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 46.49614144795462
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.5410803831540622e-06,
176
+ "ram": 6.44046018464031e-08,
177
  "gpu": 0.0,
178
+ "total": 1.6054849850004652e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1245729.4952524395
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 976.318464,
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": 0.3967744990000597,
198
+ "mean": 0.026451633266670646,
199
+ "stdev": 0.001787957952556385,
200
+ "p50": 0.02737672000000657,
201
+ "p90": 0.028281494599991675,
202
+ "p95": 0.028349378800010074,
203
+ "p99": 0.028455770960015343,
204
  "values": [
205
+ 0.02829238300000725,
206
+ 0.02848236900001666,
207
+ 0.02656584300001441,
208
+ 0.027470545000028324,
209
+ 0.027494169999954465,
210
+ 0.027504679000003307,
211
+ 0.02786685699999225,
212
+ 0.028265161999968313,
213
+ 0.02737672000000657,
214
+ 0.027142001000015625,
215
+ 0.025278875000026346,
216
+ 0.023635140000010324,
217
+ 0.02405518599999823,
218
+ 0.02385666399999309,
219
+ 0.02348790500002451
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 37.80484894518824
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 9.161490787807691e-07,
229
+ "ram": 3.828817535259294e-08,
230
  "gpu": 0.0,
231
+ "total": 9.544372541333623e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 1047737.8116469365
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
+ "count": 15,
243
+ "total": 0.39059758400014744,
244
+ "mean": 0.026039838933343162,
245
+ "stdev": 0.001709995884018647,
246
+ "p50": 0.026901851000047827,
247
+ "p90": 0.02779896419999659,
248
+ "p95": 0.027884670600013806,
249
+ "p99": 0.027995814920026306,
250
  "values": [
251
+ 0.02782512900000711,
252
+ 0.02802360100002943,
253
+ 0.026113425999994888,
254
+ 0.027025031999983185,
255
+ 0.02700104799998826,
256
+ 0.027036533000000418,
257
+ 0.02739210900000444,
258
+ 0.02775971699998081,
259
+ 0.026901851000047827,
260
+ 0.02668748000002097,
261
+ 0.02498179000002665,
262
+ 0.023337824000009277,
263
+ 0.02376935099999855,
264
+ 0.023570198000015807,
265
+ 0.023172495000039817
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 38.40269529161844
271
  },
272
  "energy": null,
273
  "efficiency": null