Commit
•
48858e5
1
Parent(s):
8d07fd6
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
Browse files
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.
|
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": "0.5.0",
|
83 |
-
"optimum_benchmark_commit": "
|
84 |
"transformers_version": "4.45.2",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "1.0.0",
|
@@ -101,7 +101,7 @@
|
|
101 |
"load": {
|
102 |
"memory": {
|
103 |
"unit": "MB",
|
104 |
-
"max_ram":
|
105 |
"max_global_vram": null,
|
106 |
"max_process_vram": null,
|
107 |
"max_reserved": null,
|
@@ -110,15 +110,15 @@
|
|
110 |
"latency": {
|
111 |
"unit": "s",
|
112 |
"values": [
|
113 |
-
1.
|
114 |
],
|
115 |
"count": 1,
|
116 |
-
"total": 1.
|
117 |
-
"mean": 1.
|
118 |
-
"p50": 1.
|
119 |
-
"p90": 1.
|
120 |
-
"p95": 1.
|
121 |
-
"p99": 1.
|
122 |
"stdev": 0,
|
123 |
"stdev_": 0
|
124 |
},
|
@@ -129,7 +129,7 @@
|
|
129 |
"prefill": {
|
130 |
"memory": {
|
131 |
"unit": "MB",
|
132 |
-
"max_ram":
|
133 |
"max_global_vram": null,
|
134 |
"max_process_vram": null,
|
135 |
"max_reserved": null,
|
@@ -138,50 +138,51 @@
|
|
138 |
"latency": {
|
139 |
"unit": "s",
|
140 |
"values": [
|
141 |
-
0.
|
142 |
-
0.
|
143 |
-
0.
|
144 |
-
0.
|
145 |
-
0.
|
146 |
-
0.
|
147 |
-
0.
|
148 |
-
0.
|
149 |
-
0.
|
150 |
-
0.
|
151 |
-
0.
|
152 |
-
0.
|
153 |
-
0.
|
|
|
154 |
],
|
155 |
-
"count":
|
156 |
-
"total": 0.
|
157 |
-
"mean": 0.
|
158 |
-
"p50": 0.
|
159 |
-
"p90": 0.
|
160 |
-
"p95": 0.
|
161 |
-
"p99": 0.
|
162 |
-
"stdev": 0.
|
163 |
-
"stdev_":
|
164 |
},
|
165 |
"throughput": {
|
166 |
"unit": "tokens/s",
|
167 |
-
"value":
|
168 |
},
|
169 |
"energy": {
|
170 |
"unit": "kWh",
|
171 |
-
"cpu": 1.
|
172 |
-
"ram":
|
173 |
"gpu": 0.0,
|
174 |
-
"total": 1.
|
175 |
},
|
176 |
"efficiency": {
|
177 |
"unit": "tokens/kWh",
|
178 |
-
"value":
|
179 |
}
|
180 |
},
|
181 |
"decode": {
|
182 |
"memory": {
|
183 |
"unit": "MB",
|
184 |
-
"max_ram":
|
185 |
"max_global_vram": null,
|
186 |
"max_process_vram": null,
|
187 |
"max_reserved": null,
|
@@ -190,44 +191,45 @@
|
|
190 |
"latency": {
|
191 |
"unit": "s",
|
192 |
"values": [
|
193 |
-
0.
|
194 |
-
0.
|
195 |
-
0.
|
196 |
-
0.
|
197 |
-
0.
|
198 |
-
0.
|
199 |
-
0.
|
200 |
-
0.
|
201 |
-
0.
|
202 |
-
0.
|
203 |
-
0.
|
204 |
-
0.
|
205 |
-
0.
|
|
|
206 |
],
|
207 |
-
"count":
|
208 |
-
"total": 0.
|
209 |
-
"mean": 0.
|
210 |
-
"p50": 0.
|
211 |
-
"p90": 0.
|
212 |
-
"p95": 0.
|
213 |
-
"p99": 0.
|
214 |
-
"stdev": 0.
|
215 |
-
"stdev_":
|
216 |
},
|
217 |
"throughput": {
|
218 |
"unit": "tokens/s",
|
219 |
-
"value":
|
220 |
},
|
221 |
"energy": {
|
222 |
"unit": "kWh",
|
223 |
-
"cpu":
|
224 |
-
"ram":
|
225 |
"gpu": 0.0,
|
226 |
-
"total":
|
227 |
},
|
228 |
"efficiency": {
|
229 |
"unit": "tokens/kWh",
|
230 |
-
"value":
|
231 |
}
|
232 |
},
|
233 |
"per_token": {
|
@@ -235,33 +237,34 @@
|
|
235 |
"latency": {
|
236 |
"unit": "s",
|
237 |
"values": [
|
238 |
-
0.
|
239 |
-
0.
|
240 |
-
0.
|
241 |
-
0.
|
242 |
-
0.
|
243 |
-
0.
|
244 |
-
0.
|
245 |
-
0.
|
246 |
-
0.
|
247 |
-
0.
|
248 |
-
0.
|
249 |
-
0.
|
250 |
-
0.
|
|
|
251 |
],
|
252 |
-
"count":
|
253 |
-
"total": 0.
|
254 |
-
"mean": 0.
|
255 |
-
"p50": 0.
|
256 |
-
"p90": 0.
|
257 |
-
"p95": 0.
|
258 |
-
"p99": 0.
|
259 |
-
"stdev": 0.
|
260 |
-
"stdev_":
|
261 |
},
|
262 |
"throughput": {
|
263 |
"unit": "tokens/s",
|
264 |
-
"value":
|
265 |
},
|
266 |
"energy": null,
|
267 |
"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": "0.5.0.dev0",
|
83 |
+
"optimum_benchmark_commit": "d58bb2582b872c25ab476fece19d4fa78e190673",
|
84 |
"transformers_version": "4.45.2",
|
85 |
"transformers_commit": null,
|
86 |
"accelerate_version": "1.0.0",
|
|
|
101 |
"load": {
|
102 |
"memory": {
|
103 |
"unit": "MB",
|
104 |
+
"max_ram": 1109.07392,
|
105 |
"max_global_vram": null,
|
106 |
"max_process_vram": null,
|
107 |
"max_reserved": null,
|
|
|
110 |
"latency": {
|
111 |
"unit": "s",
|
112 |
"values": [
|
113 |
+
1.7240251780000335
|
114 |
],
|
115 |
"count": 1,
|
116 |
+
"total": 1.7240251780000335,
|
117 |
+
"mean": 1.7240251780000335,
|
118 |
+
"p50": 1.7240251780000335,
|
119 |
+
"p90": 1.7240251780000335,
|
120 |
+
"p95": 1.7240251780000335,
|
121 |
+
"p99": 1.7240251780000335,
|
122 |
"stdev": 0,
|
123 |
"stdev_": 0
|
124 |
},
|
|
|
129 |
"prefill": {
|
130 |
"memory": {
|
131 |
"unit": "MB",
|
132 |
+
"max_ram": 963.846144,
|
133 |
"max_global_vram": null,
|
134 |
"max_process_vram": null,
|
135 |
"max_reserved": null,
|
|
|
138 |
"latency": {
|
139 |
"unit": "s",
|
140 |
"values": [
|
141 |
+
0.044325733999983186,
|
142 |
+
0.046656127000005654,
|
143 |
+
0.04602376299999378,
|
144 |
+
0.04482350600000018,
|
145 |
+
0.04703615800002581,
|
146 |
+
0.04651230700000042,
|
147 |
+
0.04715224500000659,
|
148 |
+
0.047393817999989096,
|
149 |
+
0.04669404699995994,
|
150 |
+
0.046344292000014775,
|
151 |
+
0.04505232399998249,
|
152 |
+
0.046444330000042555,
|
153 |
+
0.04550921999998536,
|
154 |
+
0.04164678899996943
|
155 |
],
|
156 |
+
"count": 14,
|
157 |
+
"total": 0.6416146599999593,
|
158 |
+
"mean": 0.04582961857142566,
|
159 |
+
"p50": 0.046394311000028665,
|
160 |
+
"p90": 0.04711741890001235,
|
161 |
+
"p95": 0.04723679555000047,
|
162 |
+
"p99": 0.04736241350999137,
|
163 |
+
"stdev": 0.0014566473654861242,
|
164 |
+
"stdev_": 3.1783973135537513
|
165 |
},
|
166 |
"throughput": {
|
167 |
"unit": "tokens/s",
|
168 |
+
"value": 43.63990062197422
|
169 |
},
|
170 |
"energy": {
|
171 |
"unit": "kWh",
|
172 |
+
"cpu": 1.5686112648888362e-06,
|
173 |
+
"ram": 6.559172118757639e-08,
|
174 |
"gpu": 0.0,
|
175 |
+
"total": 1.6342029860764127e-06
|
176 |
},
|
177 |
"efficiency": {
|
178 |
"unit": "tokens/kWh",
|
179 |
+
"value": 1223838.1749637087
|
180 |
}
|
181 |
},
|
182 |
"decode": {
|
183 |
"memory": {
|
184 |
"unit": "MB",
|
185 |
+
"max_ram": 963.846144,
|
186 |
"max_global_vram": null,
|
187 |
"max_process_vram": null,
|
188 |
"max_reserved": null,
|
|
|
191 |
"latency": {
|
192 |
"unit": "s",
|
193 |
"values": [
|
194 |
+
0.029395216000011715,
|
195 |
+
0.028904386000021987,
|
196 |
+
0.028949842000031367,
|
197 |
+
0.028062862000012956,
|
198 |
+
0.0296402039999748,
|
199 |
+
0.028636885999958395,
|
200 |
+
0.03286818700001959,
|
201 |
+
0.028652415000010478,
|
202 |
+
0.02902867000000242,
|
203 |
+
0.029044880000014928,
|
204 |
+
0.02906714099998453,
|
205 |
+
0.029056611999976667,
|
206 |
+
0.02869999700004655,
|
207 |
+
0.024351965000050768
|
208 |
],
|
209 |
+
"count": 14,
|
210 |
+
"total": 0.40435926300011715,
|
211 |
+
"mean": 0.02888280450000837,
|
212 |
+
"p50": 0.028989256000016894,
|
213 |
+
"p90": 0.029566707599985875,
|
214 |
+
"p95": 0.030769998049990477,
|
215 |
+
"p99": 0.03244854921001376,
|
216 |
+
"stdev": 0.0016514922537984003,
|
217 |
+
"stdev_": 5.717908223898139
|
218 |
},
|
219 |
"throughput": {
|
220 |
"unit": "tokens/s",
|
221 |
+
"value": 34.62267661714465
|
222 |
},
|
223 |
"energy": {
|
224 |
"unit": "kWh",
|
225 |
+
"cpu": 9.325137187917918e-07,
|
226 |
+
"ram": 3.8994803545862905e-08,
|
227 |
"gpu": 0.0,
|
228 |
+
"total": 9.715085223376544e-07
|
229 |
},
|
230 |
"efficiency": {
|
231 |
"unit": "tokens/kWh",
|
232 |
+
"value": 1029327.0486127997
|
233 |
}
|
234 |
},
|
235 |
"per_token": {
|
|
|
237 |
"latency": {
|
238 |
"unit": "s",
|
239 |
"values": [
|
240 |
+
0.02890178199999127,
|
241 |
+
0.028432864000023983,
|
242 |
+
0.02848377899999832,
|
243 |
+
0.027586831000007805,
|
244 |
+
0.02910801799998808,
|
245 |
+
0.02814412300000413,
|
246 |
+
0.03236446400001114,
|
247 |
+
0.0281719550000048,
|
248 |
+
0.02853302200003327,
|
249 |
+
0.028574991000027694,
|
250 |
+
0.028604325000003428,
|
251 |
+
0.02854023499997993,
|
252 |
+
0.028211693000002924,
|
253 |
+
0.02403777700004639
|
254 |
],
|
255 |
+
"count": 14,
|
256 |
+
"total": 0.39769585900012316,
|
257 |
+
"mean": 0.02840684707143737,
|
258 |
+
"p50": 0.028508400500015796,
|
259 |
+
"p90": 0.029046147199989037,
|
260 |
+
"p95": 0.03024777409999615,
|
261 |
+
"p99": 0.03194112602000814,
|
262 |
+
"stdev": 0.0016131246023041014,
|
263 |
+
"stdev_": 5.6786471171806765
|
264 |
},
|
265 |
"throughput": {
|
266 |
"unit": "tokens/s",
|
267 |
+
"value": 35.202780424212726
|
268 |
},
|
269 |
"energy": null,
|
270 |
"efficiency": null
|