Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
9d1f324
·
verified ·
1 Parent(s): b597f2c

Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json +93 -87
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 1116.16,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -11,31 +11,31 @@
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
- "total": 4.792877836000002,
15
- "mean": 4.792877836000002,
16
  "stdev": 0.0,
17
- "p50": 4.792877836000002,
18
- "p90": 4.792877836000002,
19
- "p95": 4.792877836000002,
20
- "p99": 4.792877836000002,
21
  "values": [
22
- 4.792877836000002
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 6.848147475555525e-05,
29
- "ram": 2.863962156671208e-06,
30
  "gpu": 0,
31
- "total": 7.134543691222645e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 969.895936,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
@@ -43,50 +43,52 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 13,
47
- "total": 0.6222532119999755,
48
- "mean": 0.04786563169230581,
49
- "stdev": 0.0032245586378619965,
50
- "p50": 0.04761672899996938,
51
- "p90": 0.05094374600001857,
52
- "p95": 0.0527936778000253,
53
- "p99": 0.05470691316003239,
54
  "values": [
55
- 0.046474518000025,
56
- 0.04719916999999896,
57
- 0.04719742700001461,
58
- 0.045040241999970476,
59
- 0.04920392099995752,
60
- 0.04843456599996898,
61
- 0.04761672899996938,
62
- 0.04764062499998545,
63
- 0.05518522200003417,
64
- 0.04642604800000072,
65
- 0.051199315000019396,
66
- 0.04992147000001523,
67
- 0.04071395900001562
 
 
68
  ]
69
  },
70
  "throughput": {
71
  "unit": "tokens/s",
72
- "value": 41.78363325186182
73
  },
74
  "energy": {
75
  "unit": "kWh",
76
- "cpu": 1.6228640053240605e-06,
77
- "ram": 6.786031366992522e-08,
78
  "gpu": 0.0,
79
- "total": 1.6907243189939858e-06
80
  },
81
  "efficiency": {
82
  "unit": "tokens/kWh",
83
- "value": 1182924.9615277548
84
  }
85
  },
86
  "decode": {
87
  "memory": {
88
  "unit": "MB",
89
- "max_ram": 970.420224,
90
  "max_global_vram": null,
91
  "max_process_vram": null,
92
  "max_reserved": null,
@@ -94,77 +96,81 @@
94
  },
95
  "latency": {
96
  "unit": "s",
97
- "count": 13,
98
- "total": 0.395390333000023,
99
- "mean": 0.030414641000001772,
100
- "stdev": 0.002112208761572304,
101
- "p50": 0.030583938000006583,
102
- "p90": 0.031595779400015546,
103
- "p95": 0.032998123999993814,
104
- "p99": 0.03463422319997107,
105
  "values": [
106
- 0.030843271999970057,
107
- 0.03022389599999542,
108
- 0.030583938000006583,
109
- 0.030581614000027457,
110
- 0.03144006500002661,
111
- 0.03115379100000837,
112
- 0.03163470800001278,
113
- 0.030764394000016182,
114
- 0.03504324799996539,
115
- 0.030219617999989623,
116
- 0.029909749000012198,
117
- 0.0275170549999757,
118
- 0.02547498500001666
 
 
119
  ]
120
  },
121
  "throughput": {
122
  "unit": "tokens/s",
123
- "value": 32.87890197355746
124
  },
125
  "energy": {
126
  "unit": "kWh",
127
- "cpu": 9.69338005092696e-07,
128
- "ram": 4.053364300940839e-08,
129
  "gpu": 0.0,
130
- "total": 1.0098716481021053e-06
131
  },
132
  "efficiency": {
133
  "unit": "tokens/kWh",
134
- "value": 990224.848751168
135
  }
136
  },
137
  "per_token": {
138
  "memory": null,
139
  "latency": {
140
  "unit": "s",
141
- "count": 13,
142
- "total": 0.3892856230000916,
143
- "mean": 0.02994504792308397,
144
- "stdev": 0.002060232692134355,
145
- "p50": 0.030119912000031945,
146
- "p90": 0.031108038400009263,
147
- "p95": 0.03249869880000915,
148
- "p99": 0.034121495760009564,
149
  "values": [
150
- 0.030323501999987457,
151
- 0.02974212700001999,
152
- 0.030119912000031945,
153
- 0.030074157000001378,
154
- 0.030954720000011093,
155
- 0.030683963999990738,
156
- 0.031146368000008806,
157
- 0.030244394000021657,
158
- 0.03452719500000967,
159
- 0.029719604999968396,
160
- 0.029404186000022037,
161
- 0.027185035000002244,
162
- 0.025160458000016206
 
 
163
  ]
164
  },
165
  "throughput": {
166
  "unit": "tokens/s",
167
- "value": 33.394503243694004
168
  },
169
  "energy": null,
170
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1115.807744,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 4.757095363000019,
15
+ "mean": 4.757095363000019,
16
  "stdev": 0.0,
17
+ "p50": 4.757095363000019,
18
+ "p90": 4.757095363000019,
19
+ "p95": 4.757095363000019,
20
+ "p99": 4.757095363000019,
21
  "values": [
22
+ 4.757095363000019
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 6.743913843333348e-05,
29
+ "ram": 2.820380514057901e-06,
30
  "gpu": 0,
31
+ "total": 7.025951894739139e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 969.662464,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
 
43
  },
44
  "latency": {
45
  "unit": "s",
46
+ "count": 15,
47
+ "total": 0.6427957999999876,
48
+ "mean": 0.04285305333333251,
49
+ "stdev": 0.003935147467958309,
50
+ "p50": 0.043626797000001716,
51
+ "p90": 0.04804409319998513,
52
+ "p95": 0.04839714199998752,
53
+ "p99": 0.04902743319996489,
54
  "values": [
55
+ 0.04414833999999246,
56
+ 0.04431408499999634,
57
+ 0.0440924700000096,
58
+ 0.04918500599995923,
59
+ 0.04802100399996334,
60
+ 0.04774544800000058,
61
+ 0.04805948599999965,
62
+ 0.043626797000001716,
63
+ 0.041853596999999354,
64
+ 0.038897602000020015,
65
+ 0.03856050000001687,
66
+ 0.038488185000005615,
67
+ 0.038353642999993554,
68
+ 0.03858729099999891,
69
+ 0.03886234600003036
70
  ]
71
  },
72
  "throughput": {
73
  "unit": "tokens/s",
74
+ "value": 46.671120128663844
75
  },
76
  "energy": {
77
  "unit": "kWh",
78
+ "cpu": 1.51039865876068e-06,
79
+ "ram": 6.315836445575439e-08,
80
  "gpu": 0.0,
81
+ "total": 1.5735570232164344e-06
82
  },
83
  "efficiency": {
84
  "unit": "tokens/kWh",
85
+ "value": 1271005.7344549824
86
  }
87
  },
88
  "decode": {
89
  "memory": {
90
  "unit": "MB",
91
+ "max_ram": 969.924608,
92
  "max_global_vram": null,
93
  "max_process_vram": null,
94
  "max_reserved": null,
 
96
  },
97
  "latency": {
98
  "unit": "s",
99
+ "count": 15,
100
+ "total": 0.40231720400015547,
101
+ "mean": 0.026821146933343698,
102
+ "stdev": 0.002765657165012031,
103
+ "p50": 0.02720427400004155,
104
+ "p90": 0.03047745080001505,
105
+ "p95": 0.030581464700026116,
106
+ "p99": 0.030736522540037184,
107
  "values": [
108
+ 0.027984401000026082,
109
+ 0.02780559100000346,
110
+ 0.029534071000000495,
111
+ 0.03044603000000734,
112
+ 0.029669474000002083,
113
+ 0.030775287000039953,
114
+ 0.030498398000020188,
115
+ 0.02720427400004155,
116
+ 0.024006669000016245,
117
+ 0.023883268000020053,
118
+ 0.02397936900001696,
119
+ 0.024158393999982763,
120
+ 0.02381470000000263,
121
+ 0.02491421999997101,
122
+ 0.023643058000004658
123
  ]
124
  },
125
  "throughput": {
126
  "unit": "tokens/s",
127
+ "value": 37.28401333787904
128
  },
129
  "energy": {
130
  "unit": "kWh",
131
+ "cpu": 9.346649339476497e-07,
132
+ "ram": 3.9084277811903546e-08,
133
  "gpu": 0.0,
134
+ "total": 9.737492117595535e-07
135
  },
136
  "efficiency": {
137
  "unit": "tokens/kWh",
138
+ "value": 1026958.4693095789
139
  }
140
  },
141
  "per_token": {
142
  "memory": null,
143
  "latency": {
144
  "unit": "s",
145
+ "count": 15,
146
+ "total": 0.3961799060000999,
147
+ "mean": 0.02641199373333999,
148
+ "stdev": 0.0026691713212963373,
149
+ "p50": 0.026731447000031494,
150
+ "p90": 0.02999455140002283,
151
+ "p95": 0.030077812600018204,
152
+ "p99": 0.030186044920044425,
153
  "values": [
154
+ 0.027465107000011812,
155
+ 0.02732536999997137,
156
+ 0.02902361399998199,
157
+ 0.02995663200005083,
158
+ 0.02916061000001946,
159
+ 0.030213103000050978,
160
+ 0.03001983100000416,
161
+ 0.026731447000031494,
162
+ 0.023712458000034076,
163
+ 0.023575811999990037,
164
+ 0.02368599900000845,
165
+ 0.02386509399997294,
166
+ 0.02350448800001459,
167
+ 0.024598337999975683,
168
+ 0.023342002999982014
169
  ]
170
  },
171
  "throughput": {
172
  "unit": "tokens/s",
173
+ "value": 37.861587053827556
174
  },
175
  "energy": null,
176
  "efficiency": null