Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
aa56d36
•
1 Parent(s): d1ce086

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 +92 -92
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": 16757.342208,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
  "platform": "Linux-6.5.0-1025-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": "1c0c7070b263cda84bbf4ff92db4fa108762afe2",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
@@ -99,7 +99,7 @@
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
- "max_ram": 1122.295808,
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": 4.84922859400001,
112
- "mean": 4.84922859400001,
113
  "stdev": 0.0,
114
- "p50": 4.84922859400001,
115
- "p90": 4.84922859400001,
116
- "p95": 4.84922859400001,
117
- "p99": 4.84922859400001,
118
  "values": [
119
- 4.84922859400001
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
- "cpu": 6.784416543333376e-05,
126
- "ram": 2.8357084354673708e-06,
127
  "gpu": 0,
128
- "total": 7.067987386880114e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
- "max_ram": 975.765504,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
@@ -141,51 +141,51 @@
141
  "latency": {
142
  "unit": "s",
143
  "count": 15,
144
- "total": 0.6551132679999512,
145
- "mean": 0.04367421786666341,
146
- "stdev": 0.001276679065558911,
147
- "p50": 0.043305529999997816,
148
- "p90": 0.04427980119999688,
149
- "p95": 0.04551240550000841,
150
- "p99": 0.0475456787000104,
151
  "values": [
152
- 0.04406477499998118,
153
- 0.04367158200000176,
154
- 0.04318825099997525,
155
- 0.043030646999994815,
156
- 0.04368770099998187,
157
- 0.048053997000010895,
158
- 0.043305529999997816,
159
- 0.04321100300001035,
160
- 0.043523625999995375,
161
- 0.04374839499999439,
162
- 0.04289793999998892,
163
- 0.04442315200000735,
164
- 0.0428866590000041,
165
- 0.043179715000007945,
166
- 0.04224029499999915
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
- "value": 45.793607709380474
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
- "cpu": 1.6611736182870375e-06,
176
- "ram": 6.942263162386488e-08,
177
  "gpu": 0.0,
178
- "total": 1.7305962499109022e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
- "value": 1155671.058516952
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
- "max_ram": 976.683008,
189
  "max_global_vram": null,
190
  "max_process_vram": null,
191
  "max_reserved": null,
@@ -194,45 +194,45 @@
194
  "latency": {
195
  "unit": "s",
196
  "count": 15,
197
- "total": 0.4030565390000618,
198
- "mean": 0.02687043593333745,
199
- "stdev": 0.0007135045039351211,
200
- "p50": 0.02670571999999538,
201
- "p90": 0.027607488000001013,
202
- "p95": 0.02828229919999785,
203
- "p99": 0.02886081504000458,
204
  "values": [
205
- 0.027972379999994246,
206
- 0.026305273000019724,
207
- 0.026693567000023677,
208
- 0.02670571999999538,
209
- 0.026490940000002183,
210
- 0.026886986999983264,
211
- 0.026417782999999417,
212
- 0.02678568900000755,
213
- 0.02697232600002053,
214
- 0.027060150000011163,
215
- 0.02673561600002472,
216
- 0.029005444000006264,
217
- 0.026017797999998038,
218
- 0.026688737999990053,
219
- 0.026318127999985563
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
- "value": 37.215622496072946
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
- "cpu": 9.77183105046293e-07,
229
- "ram": 4.0836000425106774e-08,
230
  "gpu": 0.0,
231
- "total": 1.0180191054714011e-06
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
- "value": 982299.8356567608
236
  }
237
  },
238
  "per_token": {
@@ -240,34 +240,34 @@
240
  "latency": {
241
  "unit": "s",
242
  "count": 15,
243
- "total": 0.3977215010000634,
244
- "mean": 0.026514766733337563,
245
- "stdev": 0.0007100831216035192,
246
- "p50": 0.026358654000006254,
247
- "p90": 0.027241057200006934,
248
- "p95": 0.02791842000000315,
249
- "p99": 0.028498691999996027,
250
  "values": [
251
- 0.02760756000000697,
252
- 0.025957395000006045,
253
- 0.02634325400001103,
254
- 0.026358654000006254,
255
- 0.0261309090000168,
256
- 0.026541062999996257,
257
- 0.026018189000012626,
258
- 0.026436238000002277,
259
- 0.02660661500001993,
260
- 0.026691303000006883,
261
- 0.02637340100000074,
262
- 0.028643759999994245,
263
- 0.025677373999997144,
264
- 0.026354655999995202,
265
- 0.025981129999991026
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
- "value": 37.714833023316
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": 16757.338112,
77
  "system": "Linux",
78
  "machine": "x86_64",
79
  "platform": "Linux-6.5.0-1025-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": "c932665bc86cea66c29ccd4e794b336721ae01f7",
84
  "transformers_version": "4.44.2",
85
  "transformers_commit": null,
86
  "accelerate_version": "0.33.0",
 
99
  "load": {
100
  "memory": {
101
  "unit": "MB",
102
+ "max_ram": 1123.086336,
103
  "max_global_vram": null,
104
  "max_process_vram": null,
105
  "max_reserved": null,
 
108
  "latency": {
109
  "unit": "s",
110
  "count": 1,
111
+ "total": 4.7536275450000005,
112
+ "mean": 4.7536275450000005,
113
  "stdev": 0.0,
114
+ "p50": 4.7536275450000005,
115
+ "p90": 4.7536275450000005,
116
+ "p95": 4.7536275450000005,
117
+ "p99": 4.7536275450000005,
118
  "values": [
119
+ 4.7536275450000005
120
  ]
121
  },
122
  "throughput": null,
123
  "energy": {
124
  "unit": "kWh",
125
+ "cpu": 6.733900424999983e-05,
126
+ "ram": 2.8146002804261057e-06,
127
  "gpu": 0,
128
+ "total": 7.015360453042594e-05
129
  },
130
  "efficiency": null
131
  },
132
  "prefill": {
133
  "memory": {
134
  "unit": "MB",
135
+ "max_ram": 976.310272,
136
  "max_global_vram": null,
137
  "max_process_vram": null,
138
  "max_reserved": null,
 
141
  "latency": {
142
  "unit": "s",
143
  "count": 15,
144
+ "total": 0.6446618229999217,
145
+ "mean": 0.04297745486666145,
146
+ "stdev": 0.002806679176182685,
147
+ "p50": 0.04475526999999602,
148
+ "p90": 0.04585607899998649,
149
+ "p95": 0.04595444929998678,
150
+ "p99": 0.04606612505999749,
151
  "values": [
152
+ 0.04589462299998104,
153
+ 0.04609404400000017,
154
+ 0.04522321199999624,
155
+ 0.04579826299999468,
156
+ 0.04501975299999117,
157
+ 0.04493848100000264,
158
+ 0.045136069999983874,
159
+ 0.04475526999999602,
160
+ 0.04428995300000338,
161
+ 0.03934723199998302,
162
+ 0.03959153700000684,
163
+ 0.039303630999995676,
164
+ 0.03997576399999048,
165
+ 0.03979669899999294,
166
+ 0.03949729100000354
167
  ]
168
  },
169
  "throughput": {
170
  "unit": "tokens/s",
171
+ "value": 46.53602699845876
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.5712195815555357e-06,
176
+ "ram": 6.566437460407419e-08,
177
  "gpu": 0.0,
178
+ "total": 1.63688395615961e-06
179
  },
180
  "efficiency": {
181
  "unit": "tokens/kWh",
182
+ "value": 1221833.711836432
183
  }
184
  },
185
  "decode": {
186
  "memory": {
187
  "unit": "MB",
188
+ "max_ram": 977.096704,
189
  "max_global_vram": null,
190
  "max_process_vram": null,
191
  "max_reserved": null,
 
194
  "latency": {
195
  "unit": "s",
196
  "count": 15,
197
+ "total": 0.401785885000038,
198
+ "mean": 0.0267857256666692,
199
+ "stdev": 0.0018674424954392287,
200
+ "p50": 0.027642190000022993,
201
+ "p90": 0.0288954859999933,
202
+ "p95": 0.02910144950000131,
203
+ "p99": 0.02924126190000834,
204
  "values": [
205
+ 0.029026549999997542,
206
+ 0.028698889999986932,
207
+ 0.029276215000010097,
208
+ 0.028254461000017272,
209
+ 0.02845023599999763,
210
+ 0.028259300000001986,
211
+ 0.028349969000004194,
212
+ 0.027642190000022993,
213
+ 0.02502788999998984,
214
+ 0.024691340999993372,
215
+ 0.02447236399999042,
216
+ 0.02526645300000041,
217
+ 0.024953249000020605,
218
+ 0.024812337000014395,
219
+ 0.02460443999999029
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "tokens/s",
224
+ "value": 37.333317470818024
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 9.351042851111698e-07,
229
+ "ram": 3.908085246872889e-08,
230
  "gpu": 0.0,
231
+ "total": 9.741851375798988e-07
232
  },
233
  "efficiency": {
234
  "unit": "tokens/kWh",
235
+ "value": 1026498.9286166193
236
  }
237
  },
238
  "per_token": {
 
240
  "latency": {
241
  "unit": "s",
242
  "count": 15,
243
+ "total": 0.39552913500000386,
244
+ "mean": 0.026368609000000258,
245
+ "stdev": 0.0017796765687257434,
246
+ "p50": 0.02716987000002291,
247
+ "p90": 0.028395836600003575,
248
+ "p95": 0.02857947550000972,
249
+ "p99": 0.0287011270999983,
250
  "values": [
251
+ 0.028514305000015838,
252
+ 0.028218133999985184,
253
+ 0.028731539999995448,
254
+ 0.027761983000004875,
255
+ 0.027971253000004026,
256
+ 0.027756173000000217,
257
+ 0.027843816000000743,
258
+ 0.02716987000002291,
259
+ 0.02468668399998819,
260
+ 0.024355025000005526,
261
+ 0.02415202699998531,
262
+ 0.024945554999987962,
263
+ 0.02463408400001299,
264
+ 0.024497410000009268,
265
+ 0.024291275999985373
266
  ]
267
  },
268
  "throughput": {
269
  "unit": "tokens/s",
270
+ "value": 37.92388138486904
271
  },
272
  "energy": null,
273
  "efficiency": null