Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
592c588
·
verified ·
1 Parent(s): 5c9d77e

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 +91 -94
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": "0fe64c9dadf839c1f16495afd4c4cbc98fcfce05",
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": 1104.990208,
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": 4.811734929000011,
112
- "mean": 4.811734929000011,
113
  "stdev": 0.0,
114
- "p50": 4.811734929000011,
115
- "p90": 4.811734929000011,
116
- "p95": 4.811734929000011,
117
- "p99": 4.811734929000011,
118
  "values": [
119
- 4.811734929000011
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.812843216790093e-05,
126
- "ram": 2.84760571410402e-06,
127
  "gpu": 0,
128
- "total": 7.097603788200495e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 958.8736,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
@@ -140,52 +140,51 @@
140
  },
141
  "latency": {
142
  "unit": "s",
143
- "count": 15,
144
- "total": 0.6393599250000648,
145
- "mean": 0.04262399500000432,
146
- "stdev": 0.0012298620796097255,
147
- "p50": 0.04239876999997705,
148
- "p90": 0.04452597939998668,
149
- "p95": 0.04529399550000903,
150
- "p99": 0.045427328700033055,
151
  "values": [
152
- 0.04217897000000903,
153
- 0.042275109000001976,
154
- 0.04239876999997705,
155
- 0.041976913999974386,
156
- 0.04522256699999616,
157
- 0.04241660399998182,
158
- 0.042488386000002265,
159
- 0.04314526300004218,
160
- 0.04348109799997246,
161
- 0.04269515400000046,
162
- 0.04158361899999363,
163
- 0.045460662000039065,
164
- 0.041178494000007504,
165
- 0.04143104500002437,
166
- 0.04142727000004243
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
- "value": 46.9219274260847
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
- "cpu": 1.624093784226312e-06,
176
- "ram": 6.787266409062908e-08,
177
  "gpu": 0.0,
178
- "total": 1.6919664483169412e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
- "value": 1182056.536634914
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
- "max_ram": 958.8736,
189
  "max_global_vram": null,
190
  "max_process_vram": null,
191
  "max_reserved": null,
@@ -193,81 +192,79 @@
193
  },
194
  "latency": {
195
  "unit": "s",
196
- "count": 15,
197
- "total": 0.3903646769998659,
198
- "mean": 0.026024311799991057,
199
- "stdev": 0.0008471399373053249,
200
- "p50": 0.026045625000051587,
201
- "p90": 0.026397876200030625,
202
- "p95": 0.027122197900018817,
203
- "p99": 0.02836909557998524,
204
  "values": [
205
- 0.02573327199996811,
206
- 0.026045625000051587,
207
- 0.02628119399997786,
208
- 0.028680819999976848,
209
- 0.02625342199996794,
210
- 0.026116267000020343,
211
- 0.02631336500002135,
212
- 0.026143226999977287,
213
- 0.02603591700000152,
214
- 0.026454217000036806,
215
- 0.02547345799996492,
216
- 0.025480720999951245,
217
- 0.025363522000020566,
218
- 0.024825037999960387,
219
- 0.02516461199996911
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
- "value": 38.425607857970085
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
- "cpu": 9.786242688143692e-07,
229
- "ram": 4.089943575237955e-08,
230
  "gpu": 0.0,
231
- "total": 1.0195237045667484e-06
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
- "value": 980850.1710364398
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
- "count": 15,
243
- "total": 0.3851863999998386,
244
- "mean": 0.025679093333322574,
245
- "stdev": 0.0007970970318750041,
246
- "p50": 0.02572179200001301,
247
- "p90": 0.026055984200013427,
248
- "p95": 0.026726106900036937,
249
- "p99": 0.02785577978002493,
250
  "values": [
251
- 0.025404779999973925,
252
- 0.02572179200001301,
253
- 0.025954585000022234,
254
- 0.02813819800002193,
255
- 0.025921903999972074,
256
- 0.025753329999986363,
257
- 0.02595857299996851,
258
- 0.02579107999997632,
259
- 0.025696924999977,
260
- 0.02612092500004337,
261
- 0.02511090199999444,
262
- 0.025173798999958308,
263
- 0.025064182999983586,
264
- 0.024517874999958167,
265
- 0.024857548999989376
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
- "value": 38.94218487466402
271
  },
272
  "energy": null,
273
  "efficiency": null
 
80
  "processor": "x86_64",
81
  "python_version": "3.10.14",
82
  "optimum_benchmark_version": "0.3.1",
83
+ "optimum_benchmark_commit": "593b48b93d71bee250bc8db76a7279c4b590c2bb",
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": 1116.520448,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.786965309999999,
112
+ "mean": 4.786965309999999,
113
  "stdev": 0.0,
114
+ "p50": 4.786965309999999,
115
+ "p90": 4.786965309999999,
116
+ "p95": 4.786965309999999,
117
+ "p99": 4.786965309999999,
118
  "values": [
119
+ 4.786965309999999
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.8828993373447e-05,
126
+ "ram": 2.876880492468672e-06,
127
  "gpu": 0,
128
+ "total": 7.170587386591567e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 969.879552,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
140
  },
141
  "latency": {
142
  "unit": "s",
143
+ "count": 14,
144
+ "total": 0.6412512749999735,
145
+ "mean": 0.04580366249999811,
146
+ "stdev": 0.002235273592184407,
147
+ "p50": 0.046888499499999625,
148
+ "p90": 0.04789130350000335,
149
+ "p95": 0.04798499729999293,
150
+ "p99": 0.04808726985998277,
151
  "values": [
152
+ 0.045135852000015575,
153
+ 0.04681051599999364,
154
+ 0.04654692199997612,
155
+ 0.04428011999999626,
156
+ 0.047171520999995664,
157
+ 0.0470295359999966,
158
+ 0.047051658000015095,
159
+ 0.04696648300000561,
160
+ 0.04811283799998023,
161
+ 0.04791615999999976,
162
+ 0.047833305000011705,
163
+ 0.04391087199999788,
164
+ 0.04158371799999827,
165
+ 0.040901773999991065
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 43.664630530366054
171
  },
172
  "energy": {
173
  "unit": "kWh",
174
+ "cpu": 1.585328155093723e-06,
175
+ "ram": 6.625360244115655e-08,
176
  "gpu": 0.0,
177
+ "total": 1.6515817575348795e-06
178
  },
179
  "efficiency": {
180
  "unit": "tokens/kWh",
181
+ "value": 1210960.3359782584
182
  }
183
  },
184
  "decode": {
185
  "memory": {
186
  "unit": "MB",
187
+ "max_ram": 970.40384,
188
  "max_global_vram": null,
189
  "max_process_vram": null,
190
  "max_reserved": null,
 
192
  },
193
  "latency": {
194
  "unit": "s",
195
+ "count": 14,
196
+ "total": 0.39326086500003044,
197
+ "mean": 0.02809006178571646,
198
+ "stdev": 0.0018255096504469737,
199
+ "p50": 0.028999244000004865,
200
+ "p90": 0.02941002029999993,
201
+ "p95": 0.029506065149999473,
202
+ "p99": 0.029508690629989474,
203
  "values": [
204
+ 0.029509346999986974,
205
+ 0.029187634999999545,
206
+ 0.028634500000009666,
207
+ 0.028765985999996246,
208
+ 0.0295042980000062,
209
+ 0.029136229000016556,
210
+ 0.02919003899998529,
211
+ 0.02892060700000343,
212
+ 0.029105282000017496,
213
+ 0.0290778810000063,
214
+ 0.028283005999981015,
215
+ 0.024626143000006095,
216
+ 0.02489924299999302,
217
+ 0.0244206690000226
 
218
  ]
219
  },
220
  "throughput": {
221
  "unit": "tokens/s",
222
+ "value": 35.59977929662266
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
+ "cpu": 9.507205850548213e-07,
227
+ "ram": 3.973350785343543e-08,
228
  "gpu": 0.0,
229
+ "total": 9.90454092908257e-07
230
  },
231
  "efficiency": {
232
  "unit": "tokens/kWh",
233
+ "value": 1009637.9096821273
234
  }
235
  },
236
  "per_token": {
237
  "memory": null,
238
  "latency": {
239
  "unit": "s",
240
+ "count": 14,
241
+ "total": 0.38681820599998673,
242
+ "mean": 0.02762987185714191,
243
+ "stdev": 0.0017575742333629444,
244
+ "p50": 0.028494019999996567,
245
+ "p90": 0.02891739779998943,
246
+ "p95": 0.029001300599992418,
247
+ "p99": 0.029008214520002865,
248
  "values": [
249
+ 0.028996646999985387,
250
+ 0.028732482999998865,
251
+ 0.02817853700000228,
252
+ 0.02826763299998447,
253
+ 0.029009943000005478,
254
+ 0.028647905000013907,
255
+ 0.028677119000008133,
256
+ 0.02842166499999621,
257
+ 0.02857890800001428,
258
+ 0.028566374999996924,
259
+ 0.027782069999972236,
260
+ 0.02430279899999732,
261
+ 0.02456940700000132,
262
+ 0.024086715000009917
 
263
  ]
264
  },
265
  "throughput": {
266
  "unit": "tokens/s",
267
+ "value": 36.19271219100913
268
  },
269
  "energy": null,
270
  "efficiency": null