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": "4.45.0",
|
| 85 |
"transformers_commit": null,
|
| 86 |
"accelerate_version": "0.34.2",
|
|
@@ -99,7 +99,7 @@
|
|
| 99 |
"load": {
|
| 100 |
"memory": {
|
| 101 |
"unit": "MB",
|
| 102 |
-
"max_ram": 1109.
|
| 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": 6.
|
| 129 |
},
|
| 130 |
"efficiency": null
|
| 131 |
},
|
| 132 |
"prefill": {
|
| 133 |
"memory": {
|
| 134 |
"unit": "MB",
|
| 135 |
-
"max_ram": 963.
|
| 136 |
"max_global_vram": null,
|
| 137 |
"max_process_vram": null,
|
| 138 |
"max_reserved": null,
|
|
@@ -140,51 +140,52 @@
|
|
| 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 |
-
0.
|
|
|
|
| 166 |
]
|
| 167 |
},
|
| 168 |
"throughput": {
|
| 169 |
"unit": "tokens/s",
|
| 170 |
-
"value":
|
| 171 |
},
|
| 172 |
"energy": {
|
| 173 |
"unit": "kWh",
|
| 174 |
-
"cpu": 1.
|
| 175 |
-
"ram": 6.
|
| 176 |
"gpu": 0.0,
|
| 177 |
-
"total": 1.
|
| 178 |
},
|
| 179 |
"efficiency": {
|
| 180 |
"unit": "tokens/kWh",
|
| 181 |
-
"value":
|
| 182 |
}
|
| 183 |
},
|
| 184 |
"decode": {
|
| 185 |
"memory": {
|
| 186 |
"unit": "MB",
|
| 187 |
-
"max_ram":
|
| 188 |
"max_global_vram": null,
|
| 189 |
"max_process_vram": null,
|
| 190 |
"max_reserved": null,
|
|
@@ -192,79 +193,81 @@
|
|
| 192 |
},
|
| 193 |
"latency": {
|
| 194 |
"unit": "s",
|
| 195 |
-
"count":
|
| 196 |
-
"total": 0.
|
| 197 |
-
"mean": 0.
|
| 198 |
-
"stdev": 0.
|
| 199 |
-
"p50": 0.
|
| 200 |
-
"p90": 0.
|
| 201 |
-
"p95": 0.
|
| 202 |
-
"p99": 0.
|
| 203 |
"values": [
|
| 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 |
-
0.
|
| 217 |
-
0.
|
|
|
|
| 218 |
]
|
| 219 |
},
|
| 220 |
"throughput": {
|
| 221 |
"unit": "tokens/s",
|
| 222 |
-
"value":
|
| 223 |
},
|
| 224 |
"energy": {
|
| 225 |
"unit": "kWh",
|
| 226 |
-
"cpu": 9.
|
| 227 |
-
"ram": 4.
|
| 228 |
"gpu": 0.0,
|
| 229 |
-
"total": 1.
|
| 230 |
},
|
| 231 |
"efficiency": {
|
| 232 |
"unit": "tokens/kWh",
|
| 233 |
-
"value":
|
| 234 |
}
|
| 235 |
},
|
| 236 |
"per_token": {
|
| 237 |
"memory": null,
|
| 238 |
"latency": {
|
| 239 |
"unit": "s",
|
| 240 |
-
"count":
|
| 241 |
-
"total": 0.
|
| 242 |
-
"mean": 0.
|
| 243 |
-
"stdev": 0.
|
| 244 |
-
"p50": 0.
|
| 245 |
-
"p90": 0.
|
| 246 |
-
"p95": 0.
|
| 247 |
-
"p99": 0.
|
| 248 |
"values": [
|
| 249 |
-
0.
|
| 250 |
-
0.
|
| 251 |
-
0.
|
| 252 |
-
0.
|
| 253 |
-
0.
|
| 254 |
-
0.
|
| 255 |
-
0.
|
| 256 |
-
0.
|
| 257 |
-
0.
|
| 258 |
-
0.
|
| 259 |
-
0.
|
| 260 |
-
0.
|
| 261 |
-
0.
|
| 262 |
-
0.
|
|
|
|
| 263 |
]
|
| 264 |
},
|
| 265 |
"throughput": {
|
| 266 |
"unit": "tokens/s",
|
| 267 |
-
"value":
|
| 268 |
},
|
| 269 |
"energy": null,
|
| 270 |
"efficiency": null
|
|
|
|
| 73 |
"environment": {
|
| 74 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
| 75 |
"cpu_count": 4,
|
| 76 |
+
"cpu_ram_mb": 16766.767104,
|
| 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": "9a4762e599f7bc3e4d476e246e8a5ba803715a46",
|
| 84 |
"transformers_version": "4.45.0",
|
| 85 |
"transformers_commit": null,
|
| 86 |
"accelerate_version": "0.34.2",
|
|
|
|
| 99 |
"load": {
|
| 100 |
"memory": {
|
| 101 |
"unit": "MB",
|
| 102 |
+
"max_ram": 1109.336064,
|
| 103 |
"max_global_vram": null,
|
| 104 |
"max_process_vram": null,
|
| 105 |
"max_reserved": null,
|
|
|
|
| 108 |
"latency": {
|
| 109 |
"unit": "s",
|
| 110 |
"count": 1,
|
| 111 |
+
"total": 1.7224747759999843,
|
| 112 |
+
"mean": 1.7224747759999843,
|
| 113 |
"stdev": 0.0,
|
| 114 |
+
"p50": 1.7224747759999843,
|
| 115 |
+
"p90": 1.7224747759999843,
|
| 116 |
+
"p95": 1.7224747759999843,
|
| 117 |
+
"p99": 1.7224747759999843,
|
| 118 |
"values": [
|
| 119 |
+
1.7224747759999843
|
| 120 |
]
|
| 121 |
},
|
| 122 |
"throughput": null,
|
| 123 |
"energy": {
|
| 124 |
"unit": "kWh",
|
| 125 |
+
"cpu": 6.694821451111056e-05,
|
| 126 |
+
"ram": 2.7998327788540065e-06,
|
| 127 |
"gpu": 0,
|
| 128 |
+
"total": 6.974804728996457e-05
|
| 129 |
},
|
| 130 |
"efficiency": null
|
| 131 |
},
|
| 132 |
"prefill": {
|
| 133 |
"memory": {
|
| 134 |
"unit": "MB",
|
| 135 |
+
"max_ram": 963.846144,
|
| 136 |
"max_global_vram": null,
|
| 137 |
"max_process_vram": null,
|
| 138 |
"max_reserved": null,
|
|
|
|
| 140 |
},
|
| 141 |
"latency": {
|
| 142 |
"unit": "s",
|
| 143 |
+
"count": 15,
|
| 144 |
+
"total": 0.6301028280000196,
|
| 145 |
+
"mean": 0.04200685520000131,
|
| 146 |
+
"stdev": 0.0007578818118141935,
|
| 147 |
+
"p50": 0.0421062670000083,
|
| 148 |
+
"p90": 0.04288687200000822,
|
| 149 |
+
"p95": 0.04327898890000199,
|
| 150 |
+
"p99": 0.043682537779989726,
|
| 151 |
"values": [
|
| 152 |
+
0.04217763099998706,
|
| 153 |
+
0.043783424999986664,
|
| 154 |
+
0.04187041500000532,
|
| 155 |
+
0.04119896400001721,
|
| 156 |
+
0.042252732000008564,
|
| 157 |
+
0.0421062670000083,
|
| 158 |
+
0.041726304000007985,
|
| 159 |
+
0.04164093399998592,
|
| 160 |
+
0.04262297700000772,
|
| 161 |
+
0.04227696800001013,
|
| 162 |
+
0.04212507299999402,
|
| 163 |
+
0.04155326899999068,
|
| 164 |
+
0.04306280200000856,
|
| 165 |
+
0.040743138000010504,
|
| 166 |
+
0.04096192899999096
|
| 167 |
]
|
| 168 |
},
|
| 169 |
"throughput": {
|
| 170 |
"unit": "tokens/s",
|
| 171 |
+
"value": 47.611276551831416
|
| 172 |
},
|
| 173 |
"energy": {
|
| 174 |
"unit": "kWh",
|
| 175 |
+
"cpu": 1.5965657275555274e-06,
|
| 176 |
+
"ram": 6.675974997050336e-08,
|
| 177 |
"gpu": 0.0,
|
| 178 |
+
"total": 1.663325477526031e-06
|
| 179 |
},
|
| 180 |
"efficiency": {
|
| 181 |
"unit": "tokens/kWh",
|
| 182 |
+
"value": 1202410.488520098
|
| 183 |
}
|
| 184 |
},
|
| 185 |
"decode": {
|
| 186 |
"memory": {
|
| 187 |
"unit": "MB",
|
| 188 |
+
"max_ram": 964.108288,
|
| 189 |
"max_global_vram": null,
|
| 190 |
"max_process_vram": null,
|
| 191 |
"max_reserved": null,
|
|
|
|
| 193 |
},
|
| 194 |
"latency": {
|
| 195 |
"unit": "s",
|
| 196 |
+
"count": 15,
|
| 197 |
+
"total": 0.38861086800000066,
|
| 198 |
+
"mean": 0.025907391200000043,
|
| 199 |
+
"stdev": 0.000717943479200093,
|
| 200 |
+
"p50": 0.025857026000011274,
|
| 201 |
+
"p90": 0.02689833040000167,
|
| 202 |
+
"p95": 0.0274539615000009,
|
| 203 |
+
"p99": 0.027556836300007603,
|
| 204 |
"values": [
|
| 205 |
+
0.02739884999999731,
|
| 206 |
+
0.02610302799999431,
|
| 207 |
+
0.02614234099999635,
|
| 208 |
+
0.025542185000006157,
|
| 209 |
+
0.026147551000008207,
|
| 210 |
+
0.02552007299999559,
|
| 211 |
+
0.025563915999981646,
|
| 212 |
+
0.025967092000001912,
|
| 213 |
+
0.025857026000011274,
|
| 214 |
+
0.02586262599999145,
|
| 215 |
+
0.02547981800000798,
|
| 216 |
+
0.02758255500000928,
|
| 217 |
+
0.02545761700000071,
|
| 218 |
+
0.02519730800000275,
|
| 219 |
+
0.024788881999995738
|
| 220 |
]
|
| 221 |
},
|
| 222 |
"throughput": {
|
| 223 |
"unit": "tokens/s",
|
| 224 |
+
"value": 38.59902343235541
|
| 225 |
},
|
| 226 |
"energy": {
|
| 227 |
"unit": "kWh",
|
| 228 |
+
"cpu": 9.615782130694926e-07,
|
| 229 |
+
"ram": 4.0211501969040876e-08,
|
| 230 |
"gpu": 0.0,
|
| 231 |
+
"total": 1.0017897150385336e-06
|
| 232 |
},
|
| 233 |
"efficiency": {
|
| 234 |
"unit": "tokens/kWh",
|
| 235 |
+
"value": 998213.4823190266
|
| 236 |
}
|
| 237 |
},
|
| 238 |
"per_token": {
|
| 239 |
"memory": null,
|
| 240 |
"latency": {
|
| 241 |
"unit": "s",
|
| 242 |
+
"count": 15,
|
| 243 |
+
"total": 0.3830073799999525,
|
| 244 |
+
"mean": 0.025533825333330165,
|
| 245 |
+
"stdev": 0.0006690259605962375,
|
| 246 |
+
"p50": 0.025478655999989996,
|
| 247 |
+
"p90": 0.02644303160000163,
|
| 248 |
+
"p95": 0.02694112360001668,
|
| 249 |
+
"p99": 0.02706069032002574,
|
| 250 |
"values": [
|
| 251 |
+
0.026877070000011827,
|
| 252 |
+
0.025760404999999764,
|
| 253 |
+
0.02578116299997646,
|
| 254 |
+
0.02514367699998843,
|
| 255 |
+
0.02579197399998634,
|
| 256 |
+
0.02517522599998756,
|
| 257 |
+
0.025231140999977697,
|
| 258 |
+
0.02560123599999997,
|
| 259 |
+
0.025478655999989996,
|
| 260 |
+
0.025491269000013972,
|
| 261 |
+
0.025151050999994595,
|
| 262 |
+
0.027090582000028007,
|
| 263 |
+
0.025111065999993798,
|
| 264 |
+
0.024858631999990166,
|
| 265 |
+
0.024464232000013908
|
| 266 |
]
|
| 267 |
},
|
| 268 |
"throughput": {
|
| 269 |
"unit": "tokens/s",
|
| 270 |
+
"value": 39.16373621835136
|
| 271 |
},
|
| 272 |
"energy": null,
|
| 273 |
"efficiency": null
|