Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
4273c45
•
1 Parent(s): 0894aec

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 +89 -95
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json CHANGED
@@ -73,14 +73,14 @@
73
  "environment": {
74
  "cpu": " AMD EPYC 7763 64-Core Processor",
75
  "cpu_count": 4,
76
- "cpu_ram_mb": 16766.767104,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
  "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.15",
82
  "optimum_benchmark_version": "0.4.0",
83
- "optimum_benchmark_commit": "133b3e1f0b6eadebe8382f2e06a0a3f0fdd891de",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.34.2",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1116.028928,
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": 4.814876508999987,
112
- "mean": 4.814876508999987,
113
  "stdev": 0.0,
114
- "p50": 4.814876508999987,
115
- "p90": 4.814876508999987,
116
- "p95": 4.814876508999987,
117
- "p99": 4.814876508999987,
118
  "values": [
119
- 4.814876508999987
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.846690421666513e-05,
126
- "ram": 2.8633642039031983e-06,
127
  "gpu": 0,
128
- "total": 7.133026842056833e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 970.539008,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
@@ -140,52 +140,50 @@
140
  },
141
  "latency": {
142
  "unit": "s",
143
- "count": 15,
144
- "total": 0.6201422539999157,
145
- "mean": 0.04134281693332772,
146
- "stdev": 0.0010733809573692061,
147
- "p50": 0.041242076999992605,
148
- "p90": 0.04244932939996034,
149
- "p95": 0.04331422849996897,
150
- "p99": 0.04406073369998239,
151
  "values": [
152
- 0.041096185000014884,
153
- 0.04175185099995815,
154
- 0.04135164199999508,
155
- 0.04074206199999253,
156
- 0.041242076999992605,
157
- 0.04424735999998575,
158
- 0.041428756000016165,
159
- 0.040881582999986676,
160
- 0.041361219999998866,
161
- 0.040745286999992913,
162
- 0.04291431499996179,
163
- 0.041089572000032604,
164
- 0.04172678399999086,
165
- 0.03954280800002152,
166
- 0.040020751999975346
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
- "value": 48.37599729175054
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
- "cpu": 1.5679861228888337e-06,
176
- "ram": 6.556599625065969e-08,
177
  "gpu": 0.0,
178
- "total": 1.6335521191394934e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
- "value": 1224325.7968735888
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
- "max_ram": 970.67008,
189
  "max_global_vram": null,
190
  "max_process_vram": null,
191
  "max_reserved": null,
@@ -193,81 +191,77 @@
193
  },
194
  "latency": {
195
  "unit": "s",
196
- "count": 15,
197
- "total": 0.38401174200015475,
198
- "mean": 0.025600782800010317,
199
- "stdev": 0.0007623150754293947,
200
- "p50": 0.02553722499999367,
201
- "p90": 0.026042268800028977,
202
- "p95": 0.026801063400023393,
203
- "p99": 0.02780299187999617,
204
  "values": [
205
- 0.025646489999985533,
206
- 0.025303829000051792,
207
- 0.025385701999994126,
208
- 0.02560024400003158,
209
- 0.02555299499999819,
210
- 0.02553722499999367,
211
- 0.025505076000001736,
212
- 0.025379060000034315,
213
- 0.025641531000019313,
214
- 0.025709198000015476,
215
- 0.025143469999989065,
216
- 0.028053473999989365,
217
- 0.02470963700000084,
218
- 0.024579495000011775,
219
- 0.02626431600003798
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
- "value": 39.06130557849961
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
- "cpu": 9.437625760694971e-07,
229
- "ram": 3.946541813016547e-08,
230
  "gpu": 0.0,
231
- "total": 9.832279941996623e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
- "value": 1017058.1044267255
236
  }
237
  },
238
  "per_token": {
239
  "memory": null,
240
  "latency": {
241
  "unit": "s",
242
- "count": 15,
243
- "total": 0.3785409970000728,
244
- "mean": 0.025236066466671522,
245
- "stdev": 0.0007315414621097963,
246
- "p50": 0.0251643380000246,
247
- "p90": 0.02570144500002698,
248
- "p95": 0.026428019300016103,
249
- "p99": 0.027335063059982758,
250
  "values": [
251
- 0.025297456999965107,
252
- 0.02494231299999683,
253
- 0.025053690999982337,
254
- 0.025254678000010244,
255
- 0.02519698899999412,
256
- 0.025053520999961165,
257
- 0.0251643380000246,
258
- 0.025028624000015043,
259
- 0.025272931000017707,
260
- 0.025340458000016497,
261
- 0.024814184000035766,
262
- 0.027561823999974422,
263
- 0.024351407000040126,
264
- 0.024266479000004892,
265
- 0.025942103000033967
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
- "value": 39.625826842731946
271
  },
272
  "energy": null,
273
  "efficiency": null
 
73
  "environment": {
74
  "cpu": " AMD EPYC 7763 64-Core Processor",
75
  "cpu_count": 4,
76
+ "cpu_ram_mb": 16766.7712,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
  "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35",
80
  "processor": "x86_64",
81
  "python_version": "3.10.15",
82
  "optimum_benchmark_version": "0.4.0",
83
+ "optimum_benchmark_commit": "7d05fd99dffe099b31fb1d300c38e3bc41c25293",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.34.2",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1115.799552,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 5.080164236000002,
112
+ "mean": 5.080164236000002,
113
  "stdev": 0.0,
114
+ "p50": 5.080164236000002,
115
+ "p90": 5.080164236000002,
116
+ "p95": 5.080164236000002,
117
+ "p99": 5.080164236000002,
118
  "values": [
119
+ 5.080164236000002
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.835513136666676e-05,
126
+ "ram": 2.8586631659917485e-06,
127
  "gpu": 0,
128
+ "total": 7.121379453265851e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 970.309632,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
140
  },
141
  "latency": {
142
  "unit": "s",
143
+ "count": 13,
144
+ "total": 0.6451867840000318,
145
+ "mean": 0.04962975261538706,
146
+ "stdev": 0.002892054367753052,
147
+ "p50": 0.04934184500001493,
148
+ "p90": 0.05149146720000317,
149
+ "p95": 0.054372513000009795,
150
+ "p99": 0.05749038420002079,
151
  "values": [
152
+ 0.04953226899999663,
153
+ 0.04889412199997878,
154
+ 0.04927997999999434,
155
+ 0.04934184500001493,
156
+ 0.050186165000013716,
157
+ 0.04770754700001589,
158
+ 0.04688375599999972,
159
+ 0.04946217899998828,
160
+ 0.05177428700000064,
161
+ 0.050360188000013295,
162
+ 0.04677732800001877,
163
+ 0.05826985200002355,
164
+ 0.04671726599997328
 
 
165
  ]
166
  },
167
  "throughput": {
168
  "unit": "tokens/s",
169
+ "value": 40.298407600362005
170
  },
171
  "energy": {
172
  "unit": "kWh",
173
+ "cpu": 1.8536916111110537e-06,
174
+ "ram": 7.75109941629869e-08,
175
  "gpu": 0.0,
176
+ "total": 1.931202605274041e-06
177
  },
178
  "efficiency": {
179
  "unit": "tokens/kWh",
180
+ "value": 1035624.1207101089
181
  }
182
  },
183
  "decode": {
184
  "memory": {
185
  "unit": "MB",
186
+ "max_ram": 970.440704,
187
  "max_global_vram": null,
188
  "max_process_vram": null,
189
  "max_reserved": null,
 
191
  },
192
  "latency": {
193
  "unit": "s",
194
+ "count": 13,
195
+ "total": 0.38809977699997944,
196
+ "mean": 0.02985382899999842,
197
+ "stdev": 0.0031697946284757034,
198
+ "p50": 0.02919530299999451,
199
+ "p90": 0.030354810400012866,
200
+ "p95": 0.03442586639998807,
201
+ "p99": 0.03922360127995488,
202
  "values": [
203
+ 0.030063036000001375,
204
+ 0.029519767000010688,
205
+ 0.029484521000028963,
206
+ 0.02965330499995389,
207
+ 0.028565833000016028,
208
+ 0.028333450999980414,
209
+ 0.028698510000026545,
210
+ 0.02919530299999451,
211
+ 0.03042775400001574,
212
+ 0.028505681000012828,
213
+ 0.040423034999946594,
214
+ 0.02819198800000322,
215
+ 0.027037592999988647
 
 
216
  ]
217
  },
218
  "throughput": {
219
  "unit": "tokens/s",
220
+ "value": 33.49654076199247
221
  },
222
  "energy": {
223
  "unit": "kWh",
224
+ "cpu": 1.1084730805556045e-06,
225
+ "ram": 4.634848457483291e-08,
226
  "gpu": 0.0,
227
+ "total": 1.1548215651304377e-06
228
  },
229
  "efficiency": {
230
  "unit": "tokens/kWh",
231
+ "value": 865934.6432338657
232
  }
233
  },
234
  "per_token": {
235
  "memory": null,
236
  "latency": {
237
  "unit": "s",
238
+ "count": 13,
239
+ "total": 0.3820131319999973,
240
+ "mean": 0.029385625538461333,
241
+ "stdev": 0.003048158333005198,
242
+ "p50": 0.028731059999984154,
243
+ "p90": 0.029780422399994677,
244
+ "p95": 0.03370724239998707,
245
+ "p99": 0.03838084927998351,
246
  "values": [
247
+ 0.0296518320000132,
248
+ 0.02909040899999127,
249
+ 0.02905660600004012,
250
+ 0.029226370999992923,
251
+ 0.028168304000018907,
252
+ 0.027915583999970295,
253
+ 0.028304187000003367,
254
+ 0.028731059999984154,
255
+ 0.029812569999990046,
256
+ 0.02808371700001544,
257
+ 0.03954925099998263,
258
+ 0.027770583999995324,
259
+ 0.026652656999999635
 
 
260
  ]
261
  },
262
  "throughput": {
263
  "unit": "tokens/s",
264
+ "value": 34.03024375612326
265
  },
266
  "energy": null,
267
  "efficiency": null