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": 16757.
|
| 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": "
|
| 84 |
"transformers_version": "4.44.0",
|
| 85 |
"transformers_commit": null,
|
| 86 |
"accelerate_version": "0.33.0",
|
|
@@ -99,7 +99,7 @@
|
|
| 99 |
"load": {
|
| 100 |
"memory": {
|
| 101 |
"unit": "MB",
|
| 102 |
-
"max_ram":
|
| 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":
|
| 112 |
-
"mean":
|
| 113 |
"stdev": 0.0,
|
| 114 |
-
"p50":
|
| 115 |
-
"p90":
|
| 116 |
-
"p95":
|
| 117 |
-
"p99":
|
| 118 |
"values": [
|
| 119 |
-
|
| 120 |
]
|
| 121 |
},
|
| 122 |
"throughput": null,
|
| 123 |
"energy": {
|
| 124 |
"unit": "kWh",
|
| 125 |
-
"cpu": 6.
|
| 126 |
-
"ram": 2.
|
| 127 |
"gpu": 0,
|
| 128 |
-
"total": 7.
|
| 129 |
},
|
| 130 |
"efficiency": null
|
| 131 |
},
|
| 132 |
"prefill": {
|
| 133 |
"memory": {
|
| 134 |
"unit": "MB",
|
| 135 |
-
"max_ram":
|
| 136 |
"max_global_vram": null,
|
| 137 |
"max_process_vram": null,
|
| 138 |
"max_reserved": null,
|
|
@@ -140,50 +140,51 @@
|
|
| 140 |
},
|
| 141 |
"latency": {
|
| 142 |
"unit": "s",
|
| 143 |
-
"count":
|
| 144 |
-
"total": 0.
|
| 145 |
-
"mean": 0.
|
| 146 |
-
"stdev": 0.
|
| 147 |
-
"p50": 0.
|
| 148 |
-
"p90": 0.
|
| 149 |
-
"p95": 0.
|
| 150 |
-
"p99": 0.
|
| 151 |
"values": [
|
| 152 |
-
0.
|
| 153 |
-
0.
|
| 154 |
-
0.
|
| 155 |
-
0.
|
| 156 |
-
0.
|
| 157 |
-
0.
|
| 158 |
-
0.
|
| 159 |
-
0.
|
| 160 |
-
0.
|
| 161 |
-
0.
|
| 162 |
-
0.
|
| 163 |
-
0.
|
| 164 |
-
0.
|
|
|
|
| 165 |
]
|
| 166 |
},
|
| 167 |
"throughput": {
|
| 168 |
"unit": "tokens/s",
|
| 169 |
-
"value":
|
| 170 |
},
|
| 171 |
"energy": {
|
| 172 |
"unit": "kWh",
|
| 173 |
-
"cpu": 1.
|
| 174 |
-
"ram":
|
| 175 |
"gpu": 0.0,
|
| 176 |
-
"total": 1.
|
| 177 |
},
|
| 178 |
"efficiency": {
|
| 179 |
"unit": "tokens/kWh",
|
| 180 |
-
"value":
|
| 181 |
}
|
| 182 |
},
|
| 183 |
"decode": {
|
| 184 |
"memory": {
|
| 185 |
"unit": "MB",
|
| 186 |
-
"max_ram":
|
| 187 |
"max_global_vram": null,
|
| 188 |
"max_process_vram": null,
|
| 189 |
"max_reserved": null,
|
|
@@ -191,77 +192,79 @@
|
|
| 191 |
},
|
| 192 |
"latency": {
|
| 193 |
"unit": "s",
|
| 194 |
-
"count":
|
| 195 |
-
"total": 0.
|
| 196 |
-
"mean": 0.
|
| 197 |
-
"stdev": 0.
|
| 198 |
-
"p50": 0.
|
| 199 |
-
"p90": 0.
|
| 200 |
-
"p95": 0.
|
| 201 |
-
"p99": 0.
|
| 202 |
"values": [
|
| 203 |
-
0.
|
| 204 |
-
0.
|
| 205 |
-
0.
|
| 206 |
-
0.
|
| 207 |
-
0.
|
| 208 |
-
0.
|
| 209 |
-
0.
|
| 210 |
-
0.
|
| 211 |
-
0.
|
| 212 |
-
0.
|
| 213 |
-
0.
|
| 214 |
-
0.
|
| 215 |
-
0.
|
|
|
|
| 216 |
]
|
| 217 |
},
|
| 218 |
"throughput": {
|
| 219 |
"unit": "tokens/s",
|
| 220 |
-
"value":
|
| 221 |
},
|
| 222 |
"energy": {
|
| 223 |
"unit": "kWh",
|
| 224 |
-
"cpu":
|
| 225 |
-
"ram": 4.
|
| 226 |
"gpu": 0.0,
|
| 227 |
-
"total": 1.
|
| 228 |
},
|
| 229 |
"efficiency": {
|
| 230 |
"unit": "tokens/kWh",
|
| 231 |
-
"value":
|
| 232 |
}
|
| 233 |
},
|
| 234 |
"per_token": {
|
| 235 |
"memory": null,
|
| 236 |
"latency": {
|
| 237 |
"unit": "s",
|
| 238 |
-
"count":
|
| 239 |
-
"total": 0.
|
| 240 |
-
"mean": 0.
|
| 241 |
-
"stdev": 0.
|
| 242 |
-
"p50": 0.
|
| 243 |
-
"p90": 0.
|
| 244 |
-
"p95": 0.
|
| 245 |
-
"p99": 0.
|
| 246 |
"values": [
|
| 247 |
-
0.
|
| 248 |
-
0.
|
| 249 |
-
0.
|
| 250 |
-
0.
|
| 251 |
-
0.
|
| 252 |
-
0.
|
| 253 |
-
0.
|
| 254 |
-
0.
|
| 255 |
-
0.
|
| 256 |
-
0.
|
| 257 |
-
0.
|
| 258 |
-
0.
|
| 259 |
-
0.
|
|
|
|
| 260 |
]
|
| 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": 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": "ab5cca637c4d04c05b877ae9d59a826198357fda",
|
| 84 |
"transformers_version": "4.44.0",
|
| 85 |
"transformers_commit": null,
|
| 86 |
"accelerate_version": "0.33.0",
|
|
|
|
| 99 |
"load": {
|
| 100 |
"memory": {
|
| 101 |
"unit": "MB",
|
| 102 |
+
"max_ram": 1120.93184,
|
| 103 |
"max_global_vram": null,
|
| 104 |
"max_process_vram": null,
|
| 105 |
"max_reserved": null,
|
|
|
|
| 108 |
"latency": {
|
| 109 |
"unit": "s",
|
| 110 |
"count": 1,
|
| 111 |
+
"total": 4.87045429799997,
|
| 112 |
+
"mean": 4.87045429799997,
|
| 113 |
"stdev": 0.0,
|
| 114 |
+
"p50": 4.87045429799997,
|
| 115 |
+
"p90": 4.87045429799997,
|
| 116 |
+
"p95": 4.87045429799997,
|
| 117 |
+
"p99": 4.87045429799997,
|
| 118 |
"values": [
|
| 119 |
+
4.87045429799997
|
| 120 |
]
|
| 121 |
},
|
| 122 |
"throughput": null,
|
| 123 |
"energy": {
|
| 124 |
"unit": "kWh",
|
| 125 |
+
"cpu": 6.84422963777782e-05,
|
| 126 |
+
"ram": 2.860713319479246e-06,
|
| 127 |
"gpu": 0,
|
| 128 |
+
"total": 7.130300969725745e-05
|
| 129 |
},
|
| 130 |
"efficiency": null
|
| 131 |
},
|
| 132 |
"prefill": {
|
| 133 |
"memory": {
|
| 134 |
"unit": "MB",
|
| 135 |
+
"max_ram": 974.159872,
|
| 136 |
"max_global_vram": null,
|
| 137 |
"max_process_vram": null,
|
| 138 |
"max_reserved": null,
|
|
|
|
| 140 |
},
|
| 141 |
"latency": {
|
| 142 |
"unit": "s",
|
| 143 |
+
"count": 14,
|
| 144 |
+
"total": 0.6571860480000282,
|
| 145 |
+
"mean": 0.046941860571430585,
|
| 146 |
+
"stdev": 0.001588383206316345,
|
| 147 |
+
"p50": 0.047600879000015084,
|
| 148 |
+
"p90": 0.047995825799972636,
|
| 149 |
+
"p95": 0.0481494536999719,
|
| 150 |
+
"p99": 0.04834809473999144,
|
| 151 |
"values": [
|
| 152 |
+
0.0456446210000081,
|
| 153 |
+
0.047802033000039046,
|
| 154 |
+
0.047712647000025754,
|
| 155 |
+
0.04600906100000657,
|
| 156 |
+
0.047949329000005037,
|
| 157 |
+
0.046968289000005825,
|
| 158 |
+
0.04801575299995875,
|
| 159 |
+
0.047937677000049916,
|
| 160 |
+
0.04839775499999632,
|
| 161 |
+
0.047489111000004414,
|
| 162 |
+
0.04617210399999294,
|
| 163 |
+
0.04790282199996909,
|
| 164 |
+
0.047171096999989004,
|
| 165 |
+
0.04201374899997745
|
| 166 |
]
|
| 167 |
},
|
| 168 |
"throughput": {
|
| 169 |
"unit": "tokens/s",
|
| 170 |
+
"value": 42.60589537043671
|
| 171 |
},
|
| 172 |
"energy": {
|
| 173 |
"unit": "kWh",
|
| 174 |
+
"cpu": 1.6353653555555599e-06,
|
| 175 |
+
"ram": 6.834375762998933e-08,
|
| 176 |
"gpu": 0.0,
|
| 177 |
+
"total": 1.7037091131855491e-06
|
| 178 |
},
|
| 179 |
"efficiency": {
|
| 180 |
"unit": "tokens/kWh",
|
| 181 |
+
"value": 1173909.3161628128
|
| 182 |
}
|
| 183 |
},
|
| 184 |
"decode": {
|
| 185 |
"memory": {
|
| 186 |
"unit": "MB",
|
| 187 |
+
"max_ram": 974.946304,
|
| 188 |
"max_global_vram": null,
|
| 189 |
"max_process_vram": null,
|
| 190 |
"max_reserved": null,
|
|
|
|
| 192 |
},
|
| 193 |
"latency": {
|
| 194 |
"unit": "s",
|
| 195 |
+
"count": 14,
|
| 196 |
+
"total": 0.4052942099999086,
|
| 197 |
+
"mean": 0.0289495864285649,
|
| 198 |
+
"stdev": 0.0013177304663659795,
|
| 199 |
+
"p50": 0.029447570000002088,
|
| 200 |
+
"p90": 0.030116214799983256,
|
| 201 |
+
"p95": 0.030146730249987284,
|
| 202 |
+
"p99": 0.03018126604998315,
|
| 203 |
"values": [
|
| 204 |
+
0.03012348499999007,
|
| 205 |
+
0.030189899999982117,
|
| 206 |
+
0.028858295999953043,
|
| 207 |
+
0.029646936999995432,
|
| 208 |
+
0.029486587999997482,
|
| 209 |
+
0.029579431000001932,
|
| 210 |
+
0.028450215000020762,
|
| 211 |
+
0.030099250999967353,
|
| 212 |
+
0.029408552000006694,
|
| 213 |
+
0.028540482999972028,
|
| 214 |
+
0.02912196799996991,
|
| 215 |
+
0.029711888000008457,
|
| 216 |
+
0.026632806000009168,
|
| 217 |
+
0.025444410000034168
|
| 218 |
]
|
| 219 |
},
|
| 220 |
"throughput": {
|
| 221 |
"unit": "tokens/s",
|
| 222 |
+
"value": 34.542807803751145
|
| 223 |
},
|
| 224 |
"energy": {
|
| 225 |
"unit": "kWh",
|
| 226 |
+
"cpu": 9.660918996296118e-07,
|
| 227 |
+
"ram": 4.037454082178552e-08,
|
| 228 |
"gpu": 0.0,
|
| 229 |
+
"total": 1.006466440451398e-06
|
| 230 |
},
|
| 231 |
"efficiency": {
|
| 232 |
"unit": "tokens/kWh",
|
| 233 |
+
"value": 993575.1057447103
|
| 234 |
}
|
| 235 |
},
|
| 236 |
"per_token": {
|
| 237 |
"memory": null,
|
| 238 |
"latency": {
|
| 239 |
"unit": "s",
|
| 240 |
+
"count": 14,
|
| 241 |
+
"total": 0.39839779999988423,
|
| 242 |
+
"mean": 0.028456985714277443,
|
| 243 |
+
"stdev": 0.0012742721547999328,
|
| 244 |
+
"p50": 0.02894309449999355,
|
| 245 |
+
"p90": 0.02959845419998146,
|
| 246 |
+
"p95": 0.02963997499997504,
|
| 247 |
+
"p99": 0.029678558999960386,
|
| 248 |
"values": [
|
| 249 |
+
0.0296140049999849,
|
| 250 |
+
0.029688204999956724,
|
| 251 |
+
0.028367390999960662,
|
| 252 |
+
0.029100326999980553,
|
| 253 |
+
0.028971107000018037,
|
| 254 |
+
0.02903789100002996,
|
| 255 |
+
0.027932940000027884,
|
| 256 |
+
0.029562168999973437,
|
| 257 |
+
0.02891508199996906,
|
| 258 |
+
0.028052753999986635,
|
| 259 |
+
0.02861640499997975,
|
| 260 |
+
0.029219339999997374,
|
| 261 |
+
0.02626563100000112,
|
| 262 |
+
0.02505455300001813
|
| 263 |
]
|
| 264 |
},
|
| 265 |
"throughput": {
|
| 266 |
"unit": "tokens/s",
|
| 267 |
+
"value": 35.14075629936729
|
| 268 |
},
|
| 269 |
"energy": null,
|
| 270 |
"efficiency": null
|