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-6.5.0-1021-azure-x86_64-with-glibc2.35",
|
| 80 |
"processor": "x86_64",
|
| 81 |
"python_version": "3.10.14",
|
| 82 |
"optimum_benchmark_version": "0.2.1",
|
| 83 |
-
"optimum_benchmark_commit": "
|
| 84 |
"transformers_version": "4.41.0",
|
| 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 +107,51 @@
|
|
| 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":
|
| 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 +159,78 @@
|
|
| 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":
|
| 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": 16757.3504,
|
| 77 |
"system": "Linux",
|
| 78 |
"machine": "x86_64",
|
| 79 |
"platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35",
|
| 80 |
"processor": "x86_64",
|
| 81 |
"python_version": "3.10.14",
|
| 82 |
"optimum_benchmark_version": "0.2.1",
|
| 83 |
+
"optimum_benchmark_commit": "079be6729111d58c45eb7f4a60e984bbf86c5a81",
|
| 84 |
"transformers_version": "4.41.0",
|
| 85 |
"transformers_commit": null,
|
| 86 |
"accelerate_version": "0.30.1",
|
|
|
|
| 99 |
"prefill": {
|
| 100 |
"memory": {
|
| 101 |
"unit": "MB",
|
| 102 |
+
"max_ram": 945.188864,
|
| 103 |
"max_global_vram": null,
|
| 104 |
"max_process_vram": null,
|
| 105 |
"max_reserved": null,
|
|
|
|
| 107 |
},
|
| 108 |
"latency": {
|
| 109 |
"unit": "s",
|
| 110 |
+
"count": 14,
|
| 111 |
+
"total": 0.6507624449999696,
|
| 112 |
+
"mean": 0.046483031785712114,
|
| 113 |
+
"stdev": 0.0025931696521897915,
|
| 114 |
+
"p50": 0.04685008900000298,
|
| 115 |
+
"p90": 0.04941318399999375,
|
| 116 |
+
"p95": 0.04946861384999579,
|
| 117 |
+
"p99": 0.04947727237000095,
|
| 118 |
"values": [
|
| 119 |
+
0.04929188599999179,
|
| 120 |
+
0.04929744599999708,
|
| 121 |
+
0.04859576000001198,
|
| 122 |
+
0.049479437000002235,
|
| 123 |
+
0.047691623000019945,
|
| 124 |
+
0.04946278599999232,
|
| 125 |
+
0.048718202999992855,
|
| 126 |
+
0.044902570999994396,
|
| 127 |
+
0.04432747100000256,
|
| 128 |
+
0.04600855499998602,
|
| 129 |
+
0.04369961399999056,
|
| 130 |
+
0.043183895999987953,
|
| 131 |
+
0.043099161000014874,
|
| 132 |
+
0.043004035999985035
|
| 133 |
]
|
| 134 |
},
|
| 135 |
"throughput": {
|
| 136 |
"unit": "tokens/s",
|
| 137 |
+
"value": 43.026453378085314
|
| 138 |
},
|
| 139 |
"energy": {
|
| 140 |
"unit": "kWh",
|
| 141 |
+
"cpu": 1.7221060352049015e-06,
|
| 142 |
+
"ram": 7.196881503093039e-08,
|
| 143 |
"gpu": 0.0,
|
| 144 |
+
"total": 1.7940748502358317e-06
|
| 145 |
},
|
| 146 |
"efficiency": {
|
| 147 |
"unit": "tokens/kWh",
|
| 148 |
+
"value": 1114780.690302358
|
| 149 |
}
|
| 150 |
},
|
| 151 |
"decode": {
|
| 152 |
"memory": {
|
| 153 |
"unit": "MB",
|
| 154 |
+
"max_ram": 945.188864,
|
| 155 |
"max_global_vram": null,
|
| 156 |
"max_process_vram": null,
|
| 157 |
"max_reserved": null,
|
|
|
|
| 159 |
},
|
| 160 |
"latency": {
|
| 161 |
"unit": "s",
|
| 162 |
+
"count": 14,
|
| 163 |
+
"total": 0.40974110100006556,
|
| 164 |
+
"mean": 0.029267221500004683,
|
| 165 |
+
"stdev": 0.0019924853510575693,
|
| 166 |
+
"p50": 0.028559895500009702,
|
| 167 |
+
"p90": 0.03147580570001196,
|
| 168 |
+
"p95": 0.031805798900010986,
|
| 169 |
+
"p99": 0.032286317380001886,
|
| 170 |
"values": [
|
| 171 |
+
0.031460481999999956,
|
| 172 |
+
0.030927090999995244,
|
| 173 |
+
0.03144768699999645,
|
| 174 |
+
0.031058118000004242,
|
| 175 |
+
0.032406446999999616,
|
| 176 |
+
0.031482373000017105,
|
| 177 |
+
0.026856685000012703,
|
| 178 |
+
0.02789954200000011,
|
| 179 |
+
0.028339708000004293,
|
| 180 |
+
0.0276303569999925,
|
| 181 |
+
0.02878008300001511,
|
| 182 |
+
0.027664181000005783,
|
| 183 |
+
0.026879301000008127,
|
| 184 |
+
0.026909046000014314
|
| 185 |
]
|
| 186 |
},
|
| 187 |
"throughput": {
|
| 188 |
"unit": "tokens/s",
|
| 189 |
+
"value": 34.167917169719715
|
| 190 |
},
|
| 191 |
"energy": {
|
| 192 |
"unit": "kWh",
|
| 193 |
+
"cpu": 1.0228716156141002e-06,
|
| 194 |
+
"ram": 4.274881207725351e-08,
|
| 195 |
"gpu": 0.0,
|
| 196 |
+
"total": 1.0656204276913535e-06
|
| 197 |
},
|
| 198 |
"efficiency": {
|
| 199 |
"unit": "tokens/kWh",
|
| 200 |
+
"value": 938420.4487957134
|
| 201 |
}
|
| 202 |
},
|
| 203 |
"per_token": {
|
| 204 |
"memory": null,
|
| 205 |
"latency": {
|
| 206 |
"unit": "s",
|
| 207 |
+
"count": 13,
|
| 208 |
+
"total": 0.9801761749999969,
|
| 209 |
+
"mean": 0.07539816730769207,
|
| 210 |
+
"stdev": 0.004209267217350242,
|
| 211 |
+
"p50": 0.07353072899999802,
|
| 212 |
+
"p90": 0.0804910333999885,
|
| 213 |
+
"p95": 0.08072025119998898,
|
| 214 |
+
"p99": 0.0809270198399895,
|
| 215 |
"values": [
|
| 216 |
+
0.08026339099998836,
|
| 217 |
+
0.08009171700001616,
|
| 218 |
+
0.08054794399998855,
|
| 219 |
+
0.0801051040000118,
|
| 220 |
+
0.08097871199998963,
|
| 221 |
+
0.07573630000001685,
|
| 222 |
+
0.07281929399999854,
|
| 223 |
+
0.07264711199999851,
|
| 224 |
+
0.07353072899999802,
|
| 225 |
+
0.0726410000000044,
|
| 226 |
+
0.07087467799999558,
|
| 227 |
+
0.07000869899999884,
|
| 228 |
+
0.06993149499999163
|
| 229 |
]
|
| 230 |
},
|
| 231 |
"throughput": {
|
| 232 |
"unit": "tokens/s",
|
| 233 |
+
"value": 13.262921841576125
|
| 234 |
},
|
| 235 |
"energy": null,
|
| 236 |
"efficiency": null
|