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": 4.
|
| 112 |
-
"mean": 4.
|
| 113 |
"stdev": 0.0,
|
| 114 |
-
"p50": 4.
|
| 115 |
-
"p90": 4.
|
| 116 |
-
"p95": 4.
|
| 117 |
-
"p99": 4.
|
| 118 |
"values": [
|
| 119 |
-
4.
|
| 120 |
]
|
| 121 |
},
|
| 122 |
"throughput": null,
|
| 123 |
"energy": {
|
| 124 |
"unit": "kWh",
|
| 125 |
-
"cpu": 6.
|
| 126 |
-
"ram": 2.
|
| 127 |
"gpu": 0,
|
| 128 |
-
"total":
|
| 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,
|
|
@@ -141,51 +141,51 @@
|
|
| 141 |
"latency": {
|
| 142 |
"unit": "s",
|
| 143 |
"count": 15,
|
| 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 |
-
0.
|
| 167 |
]
|
| 168 |
},
|
| 169 |
"throughput": {
|
| 170 |
"unit": "tokens/s",
|
| 171 |
-
"value":
|
| 172 |
},
|
| 173 |
"energy": {
|
| 174 |
"unit": "kWh",
|
| 175 |
-
"cpu": 1.
|
| 176 |
-
"ram": 6.
|
| 177 |
"gpu": 0.0,
|
| 178 |
-
"total": 1.
|
| 179 |
},
|
| 180 |
"efficiency": {
|
| 181 |
"unit": "tokens/kWh",
|
| 182 |
-
"value":
|
| 183 |
}
|
| 184 |
},
|
| 185 |
"decode": {
|
| 186 |
"memory": {
|
| 187 |
"unit": "MB",
|
| 188 |
-
"max_ram":
|
| 189 |
"max_global_vram": null,
|
| 190 |
"max_process_vram": null,
|
| 191 |
"max_reserved": null,
|
|
@@ -194,45 +194,45 @@
|
|
| 194 |
"latency": {
|
| 195 |
"unit": "s",
|
| 196 |
"count": 15,
|
| 197 |
-
"total": 0.
|
| 198 |
-
"mean": 0.
|
| 199 |
-
"stdev": 0.
|
| 200 |
-
"p50": 0.
|
| 201 |
-
"p90": 0.
|
| 202 |
-
"p95": 0.
|
| 203 |
-
"p99": 0.
|
| 204 |
"values": [
|
| 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 |
-
0.
|
| 219 |
-
0.
|
| 220 |
]
|
| 221 |
},
|
| 222 |
"throughput": {
|
| 223 |
"unit": "tokens/s",
|
| 224 |
-
"value": 38.
|
| 225 |
},
|
| 226 |
"energy": {
|
| 227 |
"unit": "kWh",
|
| 228 |
-
"cpu": 9.
|
| 229 |
-
"ram":
|
| 230 |
"gpu": 0.0,
|
| 231 |
-
"total": 9.
|
| 232 |
},
|
| 233 |
"efficiency": {
|
| 234 |
"unit": "tokens/kWh",
|
| 235 |
-
"value":
|
| 236 |
}
|
| 237 |
},
|
| 238 |
"per_token": {
|
|
@@ -240,34 +240,34 @@
|
|
| 240 |
"latency": {
|
| 241 |
"unit": "s",
|
| 242 |
"count": 15,
|
| 243 |
-
"total": 0.
|
| 244 |
-
"mean": 0.
|
| 245 |
-
"stdev": 0.
|
| 246 |
-
"p50": 0.
|
| 247 |
-
"p90": 0.
|
| 248 |
-
"p95": 0.
|
| 249 |
-
"p99": 0.
|
| 250 |
"values": [
|
| 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 |
-
0.
|
| 264 |
-
0.
|
| 265 |
-
0.
|
| 266 |
]
|
| 267 |
},
|
| 268 |
"throughput": {
|
| 269 |
"unit": "tokens/s",
|
| 270 |
-
"value":
|
| 271 |
},
|
| 272 |
"energy": null,
|
| 273 |
"efficiency": null
|
|
|
|
| 73 |
"environment": {
|
| 74 |
"cpu": " AMD EPYC 7763 64-Core Processor",
|
| 75 |
"cpu_count": 4,
|
| 76 |
+
"cpu_ram_mb": 16757.342208,
|
| 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": "f32449e677ccf97474e910c2d5ac206ff11edba2",
|
| 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": 1121.783808,
|
| 103 |
"max_global_vram": null,
|
| 104 |
"max_process_vram": null,
|
| 105 |
"max_reserved": null,
|
|
|
|
| 108 |
"latency": {
|
| 109 |
"unit": "s",
|
| 110 |
"count": 1,
|
| 111 |
+
"total": 4.799345813999992,
|
| 112 |
+
"mean": 4.799345813999992,
|
| 113 |
"stdev": 0.0,
|
| 114 |
+
"p50": 4.799345813999992,
|
| 115 |
+
"p90": 4.799345813999992,
|
| 116 |
+
"p95": 4.799345813999992,
|
| 117 |
+
"p99": 4.799345813999992,
|
| 118 |
"values": [
|
| 119 |
+
4.799345813999992
|
| 120 |
]
|
| 121 |
},
|
| 122 |
"throughput": null,
|
| 123 |
"energy": {
|
| 124 |
"unit": "kWh",
|
| 125 |
+
"cpu": 6.779408486666686e-05,
|
| 126 |
+
"ram": 2.833619714721703e-06,
|
| 127 |
"gpu": 0,
|
| 128 |
+
"total": 7.062770458138857e-05
|
| 129 |
},
|
| 130 |
"efficiency": null
|
| 131 |
},
|
| 132 |
"prefill": {
|
| 133 |
"memory": {
|
| 134 |
"unit": "MB",
|
| 135 |
+
"max_ram": 975.130624,
|
| 136 |
"max_global_vram": null,
|
| 137 |
"max_process_vram": null,
|
| 138 |
"max_reserved": null,
|
|
|
|
| 141 |
"latency": {
|
| 142 |
"unit": "s",
|
| 143 |
"count": 15,
|
| 144 |
+
"total": 0.6301456869999527,
|
| 145 |
+
"mean": 0.04200971246666351,
|
| 146 |
+
"stdev": 0.0027514004063474255,
|
| 147 |
+
"p50": 0.043933069999980034,
|
| 148 |
+
"p90": 0.044880232599996364,
|
| 149 |
+
"p95": 0.045005817300000216,
|
| 150 |
+
"p99": 0.04505984666000813,
|
| 151 |
"values": [
|
| 152 |
+
0.04460126099999684,
|
| 153 |
+
0.04430779099999427,
|
| 154 |
+
0.04507335400001011,
|
| 155 |
+
0.04473527199999694,
|
| 156 |
+
0.044976872999995976,
|
| 157 |
+
0.04468850399999269,
|
| 158 |
+
0.043933069999980034,
|
| 159 |
+
0.04404347700000244,
|
| 160 |
+
0.03878695999998172,
|
| 161 |
+
0.040428552999998146,
|
| 162 |
+
0.03886460600000419,
|
| 163 |
+
0.03884760299999357,
|
| 164 |
+
0.03906650400000444,
|
| 165 |
+
0.03911403199998631,
|
| 166 |
+
0.038677827000014986
|
| 167 |
]
|
| 168 |
},
|
| 169 |
"throughput": {
|
| 170 |
"unit": "tokens/s",
|
| 171 |
+
"value": 47.60803829797894
|
| 172 |
},
|
| 173 |
"energy": {
|
| 174 |
"unit": "kWh",
|
| 175 |
+
"cpu": 1.5437015865384802e-06,
|
| 176 |
+
"ram": 6.451430669377842e-08,
|
| 177 |
"gpu": 0.0,
|
| 178 |
+
"total": 1.6082158932322586e-06
|
| 179 |
},
|
| 180 |
"efficiency": {
|
| 181 |
"unit": "tokens/kWh",
|
| 182 |
+
"value": 1243614.1244570825
|
| 183 |
}
|
| 184 |
},
|
| 185 |
"decode": {
|
| 186 |
"memory": {
|
| 187 |
"unit": "MB",
|
| 188 |
+
"max_ram": 975.917056,
|
| 189 |
"max_global_vram": null,
|
| 190 |
"max_process_vram": null,
|
| 191 |
"max_reserved": null,
|
|
|
|
| 194 |
"latency": {
|
| 195 |
"unit": "s",
|
| 196 |
"count": 15,
|
| 197 |
+
"total": 0.38969852500005686,
|
| 198 |
+
"mean": 0.025979901666670458,
|
| 199 |
+
"stdev": 0.0018805728385115758,
|
| 200 |
+
"p50": 0.027315344000015784,
|
| 201 |
+
"p90": 0.02788912380000852,
|
| 202 |
+
"p95": 0.027930808700006082,
|
| 203 |
+
"p99": 0.027939454539995266,
|
| 204 |
"values": [
|
| 205 |
+
0.027636744999995244,
|
| 206 |
+
0.027644721000001482,
|
| 207 |
+
0.027926177000011876,
|
| 208 |
+
0.027821681000006038,
|
| 209 |
+
0.027941615999992564,
|
| 210 |
+
0.027833544000003485,
|
| 211 |
+
0.027315344000015784,
|
| 212 |
+
0.027721143999997366,
|
| 213 |
+
0.02381936200001178,
|
| 214 |
+
0.024196638000006487,
|
| 215 |
+
0.02371623900000941,
|
| 216 |
+
0.023928345999991052,
|
| 217 |
+
0.024030266000011125,
|
| 218 |
+
0.024278131000016856,
|
| 219 |
+
0.023888570999986314
|
| 220 |
]
|
| 221 |
},
|
| 222 |
"throughput": {
|
| 223 |
"unit": "tokens/s",
|
| 224 |
+
"value": 38.491292724286836
|
| 225 |
},
|
| 226 |
"energy": {
|
| 227 |
"unit": "kWh",
|
| 228 |
+
"cpu": 9.038618422809708e-07,
|
| 229 |
+
"ram": 3.7773780163550204e-08,
|
| 230 |
"gpu": 0.0,
|
| 231 |
+
"total": 9.416356224445215e-07
|
| 232 |
},
|
| 233 |
"efficiency": {
|
| 234 |
"unit": "tokens/kWh",
|
| 235 |
+
"value": 1061981.9133477155
|
| 236 |
}
|
| 237 |
},
|
| 238 |
"per_token": {
|
|
|
|
| 240 |
"latency": {
|
| 241 |
"unit": "s",
|
| 242 |
"count": 15,
|
| 243 |
+
"total": 0.3836115440001038,
|
| 244 |
+
"mean": 0.02557410293334025,
|
| 245 |
+
"stdev": 0.0017934645114968503,
|
| 246 |
+
"p50": 0.026841678000010916,
|
| 247 |
+
"p90": 0.027395605400010938,
|
| 248 |
+
"p95": 0.027441667900012588,
|
| 249 |
+
"p99": 0.027460272780014065,
|
| 250 |
"values": [
|
| 251 |
+
0.027129655999999613,
|
| 252 |
+
0.02716743800002064,
|
| 253 |
+
0.0274317010000118,
|
| 254 |
+
0.027341462000009642,
|
| 255 |
+
0.027464924000014435,
|
| 256 |
+
0.02733523099999502,
|
| 257 |
+
0.026841678000010916,
|
| 258 |
+
0.02722923300001412,
|
| 259 |
+
0.023504653000003373,
|
| 260 |
+
0.02387167000000545,
|
| 261 |
+
0.02340670999998906,
|
| 262 |
+
0.023627093000015975,
|
| 263 |
+
0.02371592800000144,
|
| 264 |
+
0.023966187000013406,
|
| 265 |
+
0.023577979999998888
|
| 266 |
]
|
| 267 |
},
|
| 268 |
"throughput": {
|
| 269 |
"unit": "tokens/s",
|
| 270 |
+
"value": 39.10205580256454
|
| 271 |
},
|
| 272 |
"energy": null,
|
| 273 |
"efficiency": null
|