Commit
•
9be1df3
1
Parent(s):
51985e2
Upload bert-base-uncased-feature-extraction-pytorch-2024-09-25-15-08-47/benchmark.json with huggingface_hub
Browse files
bert-base-uncased-feature-extraction-pytorch-2024-09-25-15-08-47/benchmark.json
ADDED
@@ -0,0 +1,290 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"config": {
|
3 |
+
"name": "bert-base-uncased-feature-extraction-pytorch-2024-09-25-15-08-47",
|
4 |
+
"backend": {
|
5 |
+
"name": "pytorch",
|
6 |
+
"version": "2.4.1",
|
7 |
+
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
8 |
+
"task": "feature-extraction",
|
9 |
+
"library": "transformers",
|
10 |
+
"model_type": "bert",
|
11 |
+
"model": "bert-base-uncased",
|
12 |
+
"processor": "bert-base-uncased",
|
13 |
+
"device": "cpu",
|
14 |
+
"device_ids": null,
|
15 |
+
"seed": 42,
|
16 |
+
"inter_op_num_threads": null,
|
17 |
+
"intra_op_num_threads": null,
|
18 |
+
"model_kwargs": {},
|
19 |
+
"processor_kwargs": {},
|
20 |
+
"no_weights": false,
|
21 |
+
"device_map": null,
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"eval_mode": true,
|
24 |
+
"to_bettertransformer": false,
|
25 |
+
"low_cpu_mem_usage": null,
|
26 |
+
"attn_implementation": null,
|
27 |
+
"cache_implementation": null,
|
28 |
+
"autocast_enabled": false,
|
29 |
+
"autocast_dtype": null,
|
30 |
+
"torch_compile": false,
|
31 |
+
"torch_compile_target": "forward",
|
32 |
+
"torch_compile_config": {},
|
33 |
+
"quantization_scheme": null,
|
34 |
+
"quantization_config": {},
|
35 |
+
"deepspeed_inference": false,
|
36 |
+
"deepspeed_inference_config": {},
|
37 |
+
"peft_type": null,
|
38 |
+
"peft_config": {}
|
39 |
+
},
|
40 |
+
"scenario": {
|
41 |
+
"name": "inference",
|
42 |
+
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
|
43 |
+
"iterations": 10,
|
44 |
+
"duration": 10,
|
45 |
+
"warmup_runs": 10,
|
46 |
+
"input_shapes": {
|
47 |
+
"batch_size": 2,
|
48 |
+
"num_choices": 2,
|
49 |
+
"sequence_length": 16
|
50 |
+
},
|
51 |
+
"new_tokens": null,
|
52 |
+
"memory": false,
|
53 |
+
"latency": true,
|
54 |
+
"energy": false,
|
55 |
+
"forward_kwargs": {},
|
56 |
+
"generate_kwargs": {},
|
57 |
+
"call_kwargs": {}
|
58 |
+
},
|
59 |
+
"launcher": {
|
60 |
+
"name": "process",
|
61 |
+
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
62 |
+
"device_isolation": false,
|
63 |
+
"device_isolation_action": null,
|
64 |
+
"numactl": false,
|
65 |
+
"numactl_kwargs": "",
|
66 |
+
"start_method": "spawn"
|
67 |
+
},
|
68 |
+
"environment": {
|
69 |
+
"cpu": " AMD EPYC 7R13 Processor",
|
70 |
+
"cpu_count": 64,
|
71 |
+
"cpu_ram_mb": 529717.02272,
|
72 |
+
"system": "Linux",
|
73 |
+
"machine": "x86_64",
|
74 |
+
"platform": "Linux-5.10.205-195.807.amzn2.x86_64-x86_64-with-glibc2.36",
|
75 |
+
"processor": "",
|
76 |
+
"python_version": "3.10.15",
|
77 |
+
"optimum_benchmark_version": "0.5.0",
|
78 |
+
"optimum_benchmark_commit": null,
|
79 |
+
"transformers_version": "4.44.2",
|
80 |
+
"transformers_commit": null,
|
81 |
+
"accelerate_version": "0.34.2",
|
82 |
+
"accelerate_commit": null,
|
83 |
+
"diffusers_version": null,
|
84 |
+
"diffusers_commit": null,
|
85 |
+
"optimum_version": "1.22.0",
|
86 |
+
"optimum_commit": null,
|
87 |
+
"timm_version": null,
|
88 |
+
"timm_commit": null,
|
89 |
+
"peft_version": null,
|
90 |
+
"peft_commit": null
|
91 |
+
}
|
92 |
+
},
|
93 |
+
"report": {
|
94 |
+
"load": {
|
95 |
+
"memory": null,
|
96 |
+
"latency": {
|
97 |
+
"unit": "s",
|
98 |
+
"count": 1,
|
99 |
+
"total": 0.07210066542029381,
|
100 |
+
"mean": 0.07210066542029381,
|
101 |
+
"stdev": 0.0,
|
102 |
+
"p50": 0.07210066542029381,
|
103 |
+
"p90": 0.07210066542029381,
|
104 |
+
"p95": 0.07210066542029381,
|
105 |
+
"p99": 0.07210066542029381,
|
106 |
+
"values": [
|
107 |
+
0.07210066542029381
|
108 |
+
]
|
109 |
+
},
|
110 |
+
"throughput": null,
|
111 |
+
"energy": null,
|
112 |
+
"efficiency": null
|
113 |
+
},
|
114 |
+
"forward": {
|
115 |
+
"memory": null,
|
116 |
+
"latency": {
|
117 |
+
"unit": "s",
|
118 |
+
"count": 153,
|
119 |
+
"total": 9.974208168685436,
|
120 |
+
"mean": 0.06519090306330351,
|
121 |
+
"stdev": 0.026105268909514683,
|
122 |
+
"p50": 0.08034047484397888,
|
123 |
+
"p90": 0.08824116662144661,
|
124 |
+
"p95": 0.08881376460194587,
|
125 |
+
"p99": 0.09044995039701462,
|
126 |
+
"values": [
|
127 |
+
0.08671865984797478,
|
128 |
+
0.029282402247190475,
|
129 |
+
0.08440905436873436,
|
130 |
+
0.0892685018479824,
|
131 |
+
0.02868487685918808,
|
132 |
+
0.08193496987223625,
|
133 |
+
0.08509622514247894,
|
134 |
+
0.028885550796985626,
|
135 |
+
0.07830393314361572,
|
136 |
+
0.0288834311068058,
|
137 |
+
0.0865822583436966,
|
138 |
+
0.07800916582345963,
|
139 |
+
0.028924360871315002,
|
140 |
+
0.08839720860123634,
|
141 |
+
0.02927860990166664,
|
142 |
+
0.029224053025245667,
|
143 |
+
0.08561369776725769,
|
144 |
+
0.028702400624752045,
|
145 |
+
0.07779108732938766,
|
146 |
+
0.08651905879378319,
|
147 |
+
0.030083738267421722,
|
148 |
+
0.07827753946185112,
|
149 |
+
0.08480985090136528,
|
150 |
+
0.030197083950042725,
|
151 |
+
0.07819927483797073,
|
152 |
+
0.028606794774532318,
|
153 |
+
0.08638685569167137,
|
154 |
+
0.07740380987524986,
|
155 |
+
0.028886329382658005,
|
156 |
+
0.08676977828145027,
|
157 |
+
0.08310487493872643,
|
158 |
+
0.03034083917737007,
|
159 |
+
0.08638887107372284,
|
160 |
+
0.028962984681129456,
|
161 |
+
0.07815849408507347,
|
162 |
+
0.08559264242649078,
|
163 |
+
0.028768200427293777,
|
164 |
+
0.07915101200342178,
|
165 |
+
0.08866899088025093,
|
166 |
+
0.03139154985547066,
|
167 |
+
0.07798196375370026,
|
168 |
+
0.08537538722157478,
|
169 |
+
0.028692476451396942,
|
170 |
+
0.08164789155125618,
|
171 |
+
0.02918834239244461,
|
172 |
+
0.08721264824271202,
|
173 |
+
0.08031235635280609,
|
174 |
+
0.029645033180713654,
|
175 |
+
0.08578061312437057,
|
176 |
+
0.07739222049713135,
|
177 |
+
0.029253773391246796,
|
178 |
+
0.08614078536629677,
|
179 |
+
0.028380360454320908,
|
180 |
+
0.08138513565063477,
|
181 |
+
0.08517786860466003,
|
182 |
+
0.02861091122031212,
|
183 |
+
0.0821840763092041,
|
184 |
+
0.08686718344688416,
|
185 |
+
0.029349002987146378,
|
186 |
+
0.08232486620545387,
|
187 |
+
0.08727655187249184,
|
188 |
+
0.031969014555215836,
|
189 |
+
0.08363697305321693,
|
190 |
+
0.08660118281841278,
|
191 |
+
0.029040157794952393,
|
192 |
+
0.0819331482052803,
|
193 |
+
0.0861346647143364,
|
194 |
+
0.02911483496427536,
|
195 |
+
0.07864395529031754,
|
196 |
+
0.08579368889331818,
|
197 |
+
0.029402464628219604,
|
198 |
+
0.07986610010266304,
|
199 |
+
0.028894200921058655,
|
200 |
+
0.08696756884455681,
|
201 |
+
0.07885725423693657,
|
202 |
+
0.029293451458215714,
|
203 |
+
0.08608243241906166,
|
204 |
+
0.08233628049492836,
|
205 |
+
0.029818952083587646,
|
206 |
+
0.08673082292079926,
|
207 |
+
0.02863265573978424,
|
208 |
+
0.07864443585276604,
|
209 |
+
0.08652118593454361,
|
210 |
+
0.030007828027009964,
|
211 |
+
0.07874234765768051,
|
212 |
+
0.0864611528813839,
|
213 |
+
0.02870640903711319,
|
214 |
+
0.07988366857171059,
|
215 |
+
0.08693121373653412,
|
216 |
+
0.03012882173061371,
|
217 |
+
0.08467292785644531,
|
218 |
+
0.08825604245066643,
|
219 |
+
0.03183877840638161,
|
220 |
+
0.08136601746082306,
|
221 |
+
0.08858264610171318,
|
222 |
+
0.03136418014764786,
|
223 |
+
0.08063030987977982,
|
224 |
+
0.08702444657683372,
|
225 |
+
0.029733363538980484,
|
226 |
+
0.08311114087700844,
|
227 |
+
0.08792019635438919,
|
228 |
+
0.03104686364531517,
|
229 |
+
0.08419809490442276,
|
230 |
+
0.08794542029500008,
|
231 |
+
0.03107985481619835,
|
232 |
+
0.08034047484397888,
|
233 |
+
0.08798841014504433,
|
234 |
+
0.02982364222407341,
|
235 |
+
0.08436251804232597,
|
236 |
+
0.08833266794681549,
|
237 |
+
0.03010709211230278,
|
238 |
+
0.0799177996814251,
|
239 |
+
0.08733798190951347,
|
240 |
+
0.029730897396802902,
|
241 |
+
0.07946400716900826,
|
242 |
+
0.08716830238699913,
|
243 |
+
0.02999015524983406,
|
244 |
+
0.08359574526548386,
|
245 |
+
0.08686870709061623,
|
246 |
+
0.03104371204972267,
|
247 |
+
0.07990296930074692,
|
248 |
+
0.0876222476363182,
|
249 |
+
0.03084626793861389,
|
250 |
+
0.07977413758635521,
|
251 |
+
0.08818166330456734,
|
252 |
+
0.03145522251725197,
|
253 |
+
0.08570212498307228,
|
254 |
+
0.08879226818680763,
|
255 |
+
0.032228484749794006,
|
256 |
+
0.0803372859954834,
|
257 |
+
0.08840389549732208,
|
258 |
+
0.031040795147418976,
|
259 |
+
0.0824575424194336,
|
260 |
+
0.08947433531284332,
|
261 |
+
0.032102737575769424,
|
262 |
+
0.08311960101127625,
|
263 |
+
0.08884600922465324,
|
264 |
+
0.08056440576910973,
|
265 |
+
0.03210434690117836,
|
266 |
+
0.09420588985085487,
|
267 |
+
0.08237894624471664,
|
268 |
+
0.0907680131494999,
|
269 |
+
0.033568207174539566,
|
270 |
+
0.08502240851521492,
|
271 |
+
0.09015635401010513,
|
272 |
+
0.0318465530872345,
|
273 |
+
0.08447688817977905,
|
274 |
+
0.08866484463214874,
|
275 |
+
0.08896942436695099,
|
276 |
+
0.03396686911582947,
|
277 |
+
0.0822608694434166,
|
278 |
+
0.08997344970703125,
|
279 |
+
0.03353537619113922
|
280 |
+
]
|
281 |
+
},
|
282 |
+
"throughput": {
|
283 |
+
"unit": "samples/s",
|
284 |
+
"value": 30.67912708707078
|
285 |
+
},
|
286 |
+
"energy": null,
|
287 |
+
"efficiency": null
|
288 |
+
}
|
289 |
+
}
|
290 |
+
}
|