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-6.5.0-1018-azure-x86_64-with-glibc2.35",
|
| 80 |
"processor": "x86_64",
|
| 81 |
"python_version": "3.10.14",
|
| 82 |
"optimum_benchmark_version": "0.2.0",
|
| 83 |
-
"optimum_benchmark_commit": "
|
| 84 |
"transformers_version": "4.40.2",
|
| 85 |
"transformers_commit": null,
|
| 86 |
"accelerate_version": "0.30.1",
|
|
@@ -99,7 +99,7 @@
|
|
| 99 |
"prefill": {
|
| 100 |
"memory": {
|
| 101 |
"unit": "MB",
|
| 102 |
-
"max_ram":
|
| 103 |
"max_global_vram": null,
|
| 104 |
"max_process_vram": null,
|
| 105 |
"max_reserved": null,
|
|
@@ -107,50 +107,52 @@
|
|
| 107 |
},
|
| 108 |
"latency": {
|
| 109 |
"unit": "s",
|
| 110 |
-
"count":
|
| 111 |
-
"total": 0.
|
| 112 |
-
"mean": 0.
|
| 113 |
-
"stdev": 0.
|
| 114 |
-
"p50": 0.
|
| 115 |
-
"p90": 0.
|
| 116 |
-
"p95": 0.
|
| 117 |
-
"p99": 0.
|
| 118 |
"values": [
|
| 119 |
-
0.
|
| 120 |
-
0.
|
| 121 |
-
0.
|
| 122 |
-
0.
|
| 123 |
-
0.
|
| 124 |
-
0.
|
| 125 |
-
0.
|
| 126 |
-
0.
|
| 127 |
-
0.
|
| 128 |
-
0.
|
| 129 |
-
0.
|
| 130 |
-
0.
|
| 131 |
-
0.
|
|
|
|
|
|
|
| 132 |
]
|
| 133 |
},
|
| 134 |
"throughput": {
|
| 135 |
"unit": "tokens/s",
|
| 136 |
-
"value":
|
| 137 |
},
|
| 138 |
"energy": {
|
| 139 |
"unit": "kWh",
|
| 140 |
-
"cpu": 1.
|
| 141 |
-
"ram": 7.
|
| 142 |
"gpu": 0.0,
|
| 143 |
-
"total": 1.
|
| 144 |
},
|
| 145 |
"efficiency": {
|
| 146 |
"unit": "tokens/kWh",
|
| 147 |
-
"value":
|
| 148 |
}
|
| 149 |
},
|
| 150 |
"decode": {
|
| 151 |
"memory": {
|
| 152 |
"unit": "MB",
|
| 153 |
-
"max_ram":
|
| 154 |
"max_global_vram": null,
|
| 155 |
"max_process_vram": null,
|
| 156 |
"max_reserved": null,
|
|
@@ -158,76 +160,80 @@
|
|
| 158 |
},
|
| 159 |
"latency": {
|
| 160 |
"unit": "s",
|
| 161 |
-
"count":
|
| 162 |
-
"total": 0.
|
| 163 |
-
"mean": 0.
|
| 164 |
-
"stdev": 0.
|
| 165 |
-
"p50": 0.
|
| 166 |
-
"p90": 0.
|
| 167 |
-
"p95": 0.
|
| 168 |
-
"p99": 0.
|
| 169 |
"values": [
|
| 170 |
-
0.
|
| 171 |
-
0.
|
| 172 |
-
0.
|
| 173 |
-
0.
|
| 174 |
-
0.
|
| 175 |
-
0.
|
| 176 |
-
0.
|
| 177 |
-
0.
|
| 178 |
-
0.
|
| 179 |
-
0.
|
| 180 |
-
0.
|
| 181 |
-
0.
|
| 182 |
-
0.
|
|
|
|
|
|
|
| 183 |
]
|
| 184 |
},
|
| 185 |
"throughput": {
|
| 186 |
"unit": "tokens/s",
|
| 187 |
-
"value":
|
| 188 |
},
|
| 189 |
"energy": {
|
| 190 |
"unit": "kWh",
|
| 191 |
-
"cpu": 1.
|
| 192 |
-
"ram": 4.
|
| 193 |
"gpu": 0.0,
|
| 194 |
-
"total": 1.
|
| 195 |
},
|
| 196 |
"efficiency": {
|
| 197 |
"unit": "tokens/kWh",
|
| 198 |
-
"value":
|
| 199 |
}
|
| 200 |
},
|
| 201 |
"per_token": {
|
| 202 |
"memory": null,
|
| 203 |
"latency": {
|
| 204 |
"unit": "s",
|
| 205 |
-
"count":
|
| 206 |
-
"total": 0.
|
| 207 |
-
"mean": 0.
|
| 208 |
-
"stdev": 0.
|
| 209 |
-
"p50": 0.
|
| 210 |
-
"p90": 0.
|
| 211 |
-
"p95": 0.
|
| 212 |
-
"p99": 0.
|
| 213 |
"values": [
|
| 214 |
-
0.
|
| 215 |
-
0.
|
| 216 |
-
0.
|
| 217 |
-
0.
|
| 218 |
-
0.
|
| 219 |
-
0.
|
| 220 |
-
0.
|
| 221 |
-
0.
|
| 222 |
-
0.
|
| 223 |
-
0.
|
| 224 |
-
0.
|
| 225 |
-
0.
|
|
|
|
|
|
|
| 226 |
]
|
| 227 |
},
|
| 228 |
"throughput": {
|
| 229 |
"unit": "tokens/s",
|
| 230 |
-
"value":
|
| 231 |
},
|
| 232 |
"energy": null,
|
| 233 |
"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-6.5.0-1018-azure-x86_64-with-glibc2.35",
|
| 80 |
"processor": "x86_64",
|
| 81 |
"python_version": "3.10.14",
|
| 82 |
"optimum_benchmark_version": "0.2.0",
|
| 83 |
+
"optimum_benchmark_commit": "6d219cab8dced45685ef7bd31a9c5490c58b944d",
|
| 84 |
"transformers_version": "4.40.2",
|
| 85 |
"transformers_commit": null,
|
| 86 |
"accelerate_version": "0.30.1",
|
|
|
|
| 99 |
"prefill": {
|
| 100 |
"memory": {
|
| 101 |
"unit": "MB",
|
| 102 |
+
"max_ram": 947.744768,
|
| 103 |
"max_global_vram": null,
|
| 104 |
"max_process_vram": null,
|
| 105 |
"max_reserved": null,
|
|
|
|
| 107 |
},
|
| 108 |
"latency": {
|
| 109 |
"unit": "s",
|
| 110 |
+
"count": 15,
|
| 111 |
+
"total": 0.6550434540000083,
|
| 112 |
+
"mean": 0.04366956360000055,
|
| 113 |
+
"stdev": 0.0009442459726971205,
|
| 114 |
+
"p50": 0.043400093999991896,
|
| 115 |
+
"p90": 0.044969158799989375,
|
| 116 |
+
"p95": 0.04538049639999997,
|
| 117 |
+
"p99": 0.045608600080012704,
|
| 118 |
"values": [
|
| 119 |
+
0.04525829799999315,
|
| 120 |
+
0.04428805899999588,
|
| 121 |
+
0.0428263849999837,
|
| 122 |
+
0.04390361200000825,
|
| 123 |
+
0.04338282200001231,
|
| 124 |
+
0.04297925999998142,
|
| 125 |
+
0.04453544999998371,
|
| 126 |
+
0.04566562600001589,
|
| 127 |
+
0.04285856500001728,
|
| 128 |
+
0.043400093999991896,
|
| 129 |
+
0.04267416100000787,
|
| 130 |
+
0.04332208899998591,
|
| 131 |
+
0.04397669900001233,
|
| 132 |
+
0.04386326700000609,
|
| 133 |
+
0.0421090670000126
|
| 134 |
]
|
| 135 |
},
|
| 136 |
"throughput": {
|
| 137 |
"unit": "tokens/s",
|
| 138 |
+
"value": 45.79848835494145
|
| 139 |
},
|
| 140 |
"energy": {
|
| 141 |
"unit": "kWh",
|
| 142 |
+
"cpu": 1.6926123324223765e-06,
|
| 143 |
+
"ram": 7.073598642250544e-08,
|
| 144 |
"gpu": 0.0,
|
| 145 |
+
"total": 1.763348318844882e-06
|
| 146 |
},
|
| 147 |
"efficiency": {
|
| 148 |
"unit": "tokens/kWh",
|
| 149 |
+
"value": 1134205.862010372
|
| 150 |
}
|
| 151 |
},
|
| 152 |
"decode": {
|
| 153 |
"memory": {
|
| 154 |
"unit": "MB",
|
| 155 |
+
"max_ram": 947.744768,
|
| 156 |
"max_global_vram": null,
|
| 157 |
"max_process_vram": null,
|
| 158 |
"max_reserved": null,
|
|
|
|
| 160 |
},
|
| 161 |
"latency": {
|
| 162 |
"unit": "s",
|
| 163 |
+
"count": 15,
|
| 164 |
+
"total": 0.40758571699998924,
|
| 165 |
+
"mean": 0.027172381133332615,
|
| 166 |
+
"stdev": 0.0007936533300877572,
|
| 167 |
+
"p50": 0.027156305000005432,
|
| 168 |
+
"p90": 0.027633397600010313,
|
| 169 |
+
"p95": 0.02823210800000595,
|
| 170 |
+
"p99": 0.02923892080000485,
|
| 171 |
"values": [
|
| 172 |
+
0.0273950090000028,
|
| 173 |
+
0.02769274400000654,
|
| 174 |
+
0.026746371000001545,
|
| 175 |
+
0.027282119999995302,
|
| 176 |
+
0.026782006999980013,
|
| 177 |
+
0.027544378000015968,
|
| 178 |
+
0.02733710100000053,
|
| 179 |
+
0.02697282299999415,
|
| 180 |
+
0.02730594399997699,
|
| 181 |
+
0.027156305000005432,
|
| 182 |
+
0.02711542899999131,
|
| 183 |
+
0.0269145940000044,
|
| 184 |
+
0.029490624000004573,
|
| 185 |
+
0.025966307000004463,
|
| 186 |
+
0.02588396100000523
|
| 187 |
]
|
| 188 |
},
|
| 189 |
"throughput": {
|
| 190 |
"unit": "tokens/s",
|
| 191 |
+
"value": 36.802074690954875
|
| 192 |
},
|
| 193 |
"energy": {
|
| 194 |
"unit": "kWh",
|
| 195 |
+
"cpu": 1.069803164968936e-06,
|
| 196 |
+
"ram": 4.4709171178965335e-08,
|
| 197 |
"gpu": 0.0,
|
| 198 |
+
"total": 1.1145123361479018e-06
|
| 199 |
},
|
| 200 |
"efficiency": {
|
| 201 |
"unit": "tokens/kWh",
|
| 202 |
+
"value": 897253.4152975895
|
| 203 |
}
|
| 204 |
},
|
| 205 |
"per_token": {
|
| 206 |
"memory": null,
|
| 207 |
"latency": {
|
| 208 |
"unit": "s",
|
| 209 |
+
"count": 14,
|
| 210 |
+
"total": 0.9902306230000022,
|
| 211 |
+
"mean": 0.07073075878571444,
|
| 212 |
+
"stdev": 0.0013561517202880726,
|
| 213 |
+
"p50": 0.07039625000000171,
|
| 214 |
+
"p90": 0.07246276519998958,
|
| 215 |
+
"p95": 0.07294918259999009,
|
| 216 |
+
"p99": 0.07338348452000332,
|
| 217 |
"values": [
|
| 218 |
+
0.07200986800000919,
|
| 219 |
+
0.06957833599997798,
|
| 220 |
+
0.07116524400001367,
|
| 221 |
+
0.07022016299998768,
|
| 222 |
+
0.07051648399999522,
|
| 223 |
+
0.07190438100002439,
|
| 224 |
+
0.07265686399998117,
|
| 225 |
+
0.07019123899999613,
|
| 226 |
+
0.07054194200000552,
|
| 227 |
+
0.06980548999999314,
|
| 228 |
+
0.07027601600000821,
|
| 229 |
+
0.07349206000000663,
|
| 230 |
+
0.0698707119999824,
|
| 231 |
+
0.06800182400002086
|
| 232 |
]
|
| 233 |
},
|
| 234 |
"throughput": {
|
| 235 |
"unit": "tokens/s",
|
| 236 |
+
"value": 14.138120630510908
|
| 237 |
},
|
| 238 |
"energy": null,
|
| 239 |
"efficiency": null
|