Delete benchmarks/2.3.0-4bit-awq-gemm.json
Browse files
benchmarks/2.3.0-4bit-awq-gemm.json
DELETED
|
@@ -1,520 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"config": {
|
| 3 |
-
"name": "pytorch-llama",
|
| 4 |
-
"backend": {
|
| 5 |
-
"name": "pytorch",
|
| 6 |
-
"version": "2.3.0",
|
| 7 |
-
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
|
| 8 |
-
"task": "text-generation",
|
| 9 |
-
"library": "transformers",
|
| 10 |
-
"model": "meta-llama/Llama-2-7b-hf",
|
| 11 |
-
"processor": "meta-llama/Llama-2-7b-hf",
|
| 12 |
-
"device": "cuda",
|
| 13 |
-
"device_ids": "0",
|
| 14 |
-
"seed": 42,
|
| 15 |
-
"inter_op_num_threads": null,
|
| 16 |
-
"intra_op_num_threads": null,
|
| 17 |
-
"model_kwargs": {},
|
| 18 |
-
"processor_kwargs": {},
|
| 19 |
-
"hub_kwargs": {},
|
| 20 |
-
"no_weights": true,
|
| 21 |
-
"device_map": null,
|
| 22 |
-
"torch_dtype": "float16",
|
| 23 |
-
"eval_mode": true,
|
| 24 |
-
"to_bettertransformer": false,
|
| 25 |
-
"low_cpu_mem_usage": null,
|
| 26 |
-
"attn_implementation": null,
|
| 27 |
-
"cache_implementation": null,
|
| 28 |
-
"autocast_enabled": false,
|
| 29 |
-
"autocast_dtype": null,
|
| 30 |
-
"torch_compile": false,
|
| 31 |
-
"torch_compile_target": "forward",
|
| 32 |
-
"torch_compile_config": {},
|
| 33 |
-
"quantization_scheme": "awq",
|
| 34 |
-
"quantization_config": {
|
| 35 |
-
"bits": 4,
|
| 36 |
-
"version": "gemm"
|
| 37 |
-
},
|
| 38 |
-
"deepspeed_inference": false,
|
| 39 |
-
"deepspeed_inference_config": {},
|
| 40 |
-
"tensor_parallel": false,
|
| 41 |
-
"peft_type": null,
|
| 42 |
-
"peft_config": {}
|
| 43 |
-
},
|
| 44 |
-
"scenario": {
|
| 45 |
-
"name": "inference",
|
| 46 |
-
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
|
| 47 |
-
"iterations": 10,
|
| 48 |
-
"duration": 10,
|
| 49 |
-
"warmup_runs": 10,
|
| 50 |
-
"input_shapes": {
|
| 51 |
-
"batch_size": 1,
|
| 52 |
-
"num_choices": 2,
|
| 53 |
-
"sequence_length": 128
|
| 54 |
-
},
|
| 55 |
-
"new_tokens": null,
|
| 56 |
-
"latency": true,
|
| 57 |
-
"memory": true,
|
| 58 |
-
"energy": false,
|
| 59 |
-
"forward_kwargs": {},
|
| 60 |
-
"generate_kwargs": {
|
| 61 |
-
"max_new_tokens": 32,
|
| 62 |
-
"min_new_tokens": 32
|
| 63 |
-
},
|
| 64 |
-
"call_kwargs": {}
|
| 65 |
-
},
|
| 66 |
-
"launcher": {
|
| 67 |
-
"name": "process",
|
| 68 |
-
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
|
| 69 |
-
"device_isolation": true,
|
| 70 |
-
"device_isolation_action": "warn",
|
| 71 |
-
"numactl": false,
|
| 72 |
-
"numactl_kwargs": {},
|
| 73 |
-
"start_method": "spawn"
|
| 74 |
-
},
|
| 75 |
-
"environment": {
|
| 76 |
-
"cpu": " AMD EPYC 7742 64-Core Processor",
|
| 77 |
-
"cpu_count": 128,
|
| 78 |
-
"cpu_ram_mb": 540671.627264,
|
| 79 |
-
"system": "Linux",
|
| 80 |
-
"machine": "x86_64",
|
| 81 |
-
"platform": "Linux-5.4.0-166-generic-x86_64-with-glibc2.35",
|
| 82 |
-
"processor": "x86_64",
|
| 83 |
-
"python_version": "3.10.12",
|
| 84 |
-
"gpu": [
|
| 85 |
-
"NVIDIA A100-SXM4-80GB",
|
| 86 |
-
"NVIDIA A100-SXM4-80GB",
|
| 87 |
-
"NVIDIA A100-SXM4-80GB",
|
| 88 |
-
"NVIDIA DGX Display",
|
| 89 |
-
"NVIDIA A100-SXM4-80GB"
|
| 90 |
-
],
|
| 91 |
-
"gpu_count": 5,
|
| 92 |
-
"gpu_vram_mb": 347892350976,
|
| 93 |
-
"optimum_benchmark_version": "0.2.1",
|
| 94 |
-
"optimum_benchmark_commit": "347e13ca9f7f904f55669603cfb9f0b6c7e8672c",
|
| 95 |
-
"transformers_version": "4.41.1",
|
| 96 |
-
"transformers_commit": null,
|
| 97 |
-
"accelerate_version": "0.30.1",
|
| 98 |
-
"accelerate_commit": null,
|
| 99 |
-
"diffusers_version": null,
|
| 100 |
-
"diffusers_commit": null,
|
| 101 |
-
"optimum_version": "1.20.0",
|
| 102 |
-
"optimum_commit": null,
|
| 103 |
-
"timm_version": null,
|
| 104 |
-
"timm_commit": null,
|
| 105 |
-
"peft_version": "0.11.1",
|
| 106 |
-
"peft_commit": null
|
| 107 |
-
}
|
| 108 |
-
},
|
| 109 |
-
"report": {
|
| 110 |
-
"prefill": {
|
| 111 |
-
"memory": {
|
| 112 |
-
"unit": "MB",
|
| 113 |
-
"max_ram": 1992.597504,
|
| 114 |
-
"max_global_vram": 6274.613248,
|
| 115 |
-
"max_process_vram": 5347.7376,
|
| 116 |
-
"max_reserved": 4815.060992,
|
| 117 |
-
"max_allocated": 4428.105728
|
| 118 |
-
},
|
| 119 |
-
"latency": {
|
| 120 |
-
"unit": "s",
|
| 121 |
-
"count": 10,
|
| 122 |
-
"total": 2.7647943420410153,
|
| 123 |
-
"mean": 0.27647943420410154,
|
| 124 |
-
"stdev": 0.0013259237825260736,
|
| 125 |
-
"p50": 0.27594503784179686,
|
| 126 |
-
"p90": 0.27788690490722656,
|
| 127 |
-
"p95": 0.2787926040649414,
|
| 128 |
-
"p99": 0.27951716339111327,
|
| 129 |
-
"values": [
|
| 130 |
-
0.27969830322265626,
|
| 131 |
-
0.2752821044921875,
|
| 132 |
-
0.27768563842773436,
|
| 133 |
-
0.2754232177734375,
|
| 134 |
-
0.2773633728027344,
|
| 135 |
-
0.2758430786132812,
|
| 136 |
-
0.27556500244140625,
|
| 137 |
-
0.2760469970703125,
|
| 138 |
-
0.27640762329101565,
|
| 139 |
-
0.27547900390625
|
| 140 |
-
]
|
| 141 |
-
},
|
| 142 |
-
"throughput": {
|
| 143 |
-
"unit": "tokens/s",
|
| 144 |
-
"value": 462.9639103844098
|
| 145 |
-
},
|
| 146 |
-
"energy": null,
|
| 147 |
-
"efficiency": null
|
| 148 |
-
},
|
| 149 |
-
"decode": {
|
| 150 |
-
"memory": {
|
| 151 |
-
"unit": "MB",
|
| 152 |
-
"max_ram": 1993.691136,
|
| 153 |
-
"max_global_vram": 6274.613248,
|
| 154 |
-
"max_process_vram": 5347.7376,
|
| 155 |
-
"max_reserved": 4815.060992,
|
| 156 |
-
"max_allocated": 4534.656
|
| 157 |
-
},
|
| 158 |
-
"latency": {
|
| 159 |
-
"unit": "s",
|
| 160 |
-
"count": 10,
|
| 161 |
-
"total": 83.92089160156252,
|
| 162 |
-
"mean": 8.39208916015625,
|
| 163 |
-
"stdev": 0.015863420381591217,
|
| 164 |
-
"p50": 8.3852275390625,
|
| 165 |
-
"p90": 8.4208203125,
|
| 166 |
-
"p95": 8.423597656250001,
|
| 167 |
-
"p99": 8.425819531250001,
|
| 168 |
-
"values": [
|
| 169 |
-
8.382623046875,
|
| 170 |
-
8.3820498046875,
|
| 171 |
-
8.426375,
|
| 172 |
-
8.3804599609375,
|
| 173 |
-
8.3891796875,
|
| 174 |
-
8.38722265625,
|
| 175 |
-
8.420203125,
|
| 176 |
-
8.383953125,
|
| 177 |
-
8.3823232421875,
|
| 178 |
-
8.386501953125
|
| 179 |
-
]
|
| 180 |
-
},
|
| 181 |
-
"throughput": {
|
| 182 |
-
"unit": "tokens/s",
|
| 183 |
-
"value": 3.693955034126785
|
| 184 |
-
},
|
| 185 |
-
"energy": null,
|
| 186 |
-
"efficiency": null
|
| 187 |
-
},
|
| 188 |
-
"per_token": {
|
| 189 |
-
"memory": null,
|
| 190 |
-
"latency": {
|
| 191 |
-
"unit": "s",
|
| 192 |
-
"count": 309,
|
| 193 |
-
"total": 86.1355849914551,
|
| 194 |
-
"mean": 0.2787559384836734,
|
| 195 |
-
"stdev": 0.04649253197575786,
|
| 196 |
-
"p50": 0.27045785522460936,
|
| 197 |
-
"p90": 0.2708756530761719,
|
| 198 |
-
"p95": 0.2720786499023437,
|
| 199 |
-
"p99": 0.5467964379882813,
|
| 200 |
-
"values": [
|
| 201 |
-
0.2706370544433594,
|
| 202 |
-
0.2704609375,
|
| 203 |
-
0.27074560546875,
|
| 204 |
-
0.270482421875,
|
| 205 |
-
0.27041690063476564,
|
| 206 |
-
0.27029812622070315,
|
| 207 |
-
0.27040155029296875,
|
| 208 |
-
0.2702243957519531,
|
| 209 |
-
0.2700585021972656,
|
| 210 |
-
0.27052236938476565,
|
| 211 |
-
0.2711398315429687,
|
| 212 |
-
0.27063192749023435,
|
| 213 |
-
0.27010867309570313,
|
| 214 |
-
0.26994790649414063,
|
| 215 |
-
0.27019161987304685,
|
| 216 |
-
0.27095654296875,
|
| 217 |
-
0.2705428466796875,
|
| 218 |
-
0.2705428466796875,
|
| 219 |
-
0.27045272827148437,
|
| 220 |
-
0.27034625244140625,
|
| 221 |
-
0.2703953857421875,
|
| 222 |
-
0.270244873046875,
|
| 223 |
-
0.2699018249511719,
|
| 224 |
-
0.26983935546875,
|
| 225 |
-
0.27039129638671877,
|
| 226 |
-
0.2708746337890625,
|
| 227 |
-
0.27075173950195314,
|
| 228 |
-
0.2705868835449219,
|
| 229 |
-
0.2699100036621094,
|
| 230 |
-
0.26986700439453126,
|
| 231 |
-
0.5459937133789062,
|
| 232 |
-
0.27082342529296877,
|
| 233 |
-
0.2703902587890625,
|
| 234 |
-
0.2697840576171875,
|
| 235 |
-
0.27015679931640624,
|
| 236 |
-
0.27030526733398436,
|
| 237 |
-
0.27041998291015623,
|
| 238 |
-
0.27035546875,
|
| 239 |
-
0.270424072265625,
|
| 240 |
-
0.27040155029296875,
|
| 241 |
-
0.27034521484375,
|
| 242 |
-
0.27058584594726565,
|
| 243 |
-
0.27103948974609376,
|
| 244 |
-
0.27042919921875,
|
| 245 |
-
0.2702080078125,
|
| 246 |
-
0.2704332885742188,
|
| 247 |
-
0.270487548828125,
|
| 248 |
-
0.27101593017578124,
|
| 249 |
-
0.27067083740234377,
|
| 250 |
-
0.26997247314453127,
|
| 251 |
-
0.2698997802734375,
|
| 252 |
-
0.2700994567871094,
|
| 253 |
-
0.27028890991210935,
|
| 254 |
-
0.270708740234375,
|
| 255 |
-
0.2706268310546875,
|
| 256 |
-
0.27020697021484374,
|
| 257 |
-
0.2699509887695313,
|
| 258 |
-
0.27026943969726563,
|
| 259 |
-
0.27029708862304686,
|
| 260 |
-
0.27040155029296875,
|
| 261 |
-
0.27041690063476564,
|
| 262 |
-
0.548411376953125,
|
| 263 |
-
0.27058892822265623,
|
| 264 |
-
0.2709708862304688,
|
| 265 |
-
0.2701055908203125,
|
| 266 |
-
0.2697830505371094,
|
| 267 |
-
0.26974618530273436,
|
| 268 |
-
0.27019879150390624,
|
| 269 |
-
0.27058074951171873,
|
| 270 |
-
0.27067391967773435,
|
| 271 |
-
0.2702192687988281,
|
| 272 |
-
0.269907958984375,
|
| 273 |
-
0.2699049072265625,
|
| 274 |
-
0.2700318603515625,
|
| 275 |
-
0.2706974792480469,
|
| 276 |
-
0.2705162353515625,
|
| 277 |
-
0.27015576171875,
|
| 278 |
-
0.2700072937011719,
|
| 279 |
-
0.27029196166992187,
|
| 280 |
-
0.27072921752929685,
|
| 281 |
-
0.2707701721191406,
|
| 282 |
-
0.27009228515625,
|
| 283 |
-
0.2700984191894531,
|
| 284 |
-
0.2701895751953125,
|
| 285 |
-
0.2760018005371094,
|
| 286 |
-
0.27061349487304687,
|
| 287 |
-
0.3071764526367188,
|
| 288 |
-
0.2726911926269531,
|
| 289 |
-
0.27048550415039063,
|
| 290 |
-
0.2707118225097656,
|
| 291 |
-
0.27111322021484374,
|
| 292 |
-
0.2706483154296875,
|
| 293 |
-
0.54546533203125,
|
| 294 |
-
0.26991717529296877,
|
| 295 |
-
0.2704629821777344,
|
| 296 |
-
0.2704332885742188,
|
| 297 |
-
0.27046502685546875,
|
| 298 |
-
0.2703779907226562,
|
| 299 |
-
0.2699632568359375,
|
| 300 |
-
0.2700585021972656,
|
| 301 |
-
0.27020391845703123,
|
| 302 |
-
0.27071078491210937,
|
| 303 |
-
0.27062783813476565,
|
| 304 |
-
0.27038821411132813,
|
| 305 |
-
0.27025714111328125,
|
| 306 |
-
0.2705899658203125,
|
| 307 |
-
0.27061761474609375,
|
| 308 |
-
0.27063192749023435,
|
| 309 |
-
0.26978814697265624,
|
| 310 |
-
0.2702172241210937,
|
| 311 |
-
0.2702950439453125,
|
| 312 |
-
0.27074560546875,
|
| 313 |
-
0.2706042785644531,
|
| 314 |
-
0.27063092041015624,
|
| 315 |
-
0.270276611328125,
|
| 316 |
-
0.27030526733398436,
|
| 317 |
-
0.2699663391113281,
|
| 318 |
-
0.27067083740234377,
|
| 319 |
-
0.270455810546875,
|
| 320 |
-
0.2704128112792969,
|
| 321 |
-
0.269918212890625,
|
| 322 |
-
0.2699130859375,
|
| 323 |
-
0.27048345947265623,
|
| 324 |
-
0.5480755004882812,
|
| 325 |
-
0.27049163818359373,
|
| 326 |
-
0.27045785522460936,
|
| 327 |
-
0.27038104248046874,
|
| 328 |
-
0.27057766723632815,
|
| 329 |
-
0.2707425231933594,
|
| 330 |
-
0.2702264404296875,
|
| 331 |
-
0.27035955810546874,
|
| 332 |
-
0.270424072265625,
|
| 333 |
-
0.2708182983398438,
|
| 334 |
-
0.27067495727539065,
|
| 335 |
-
0.2708305969238281,
|
| 336 |
-
0.27040155029296875,
|
| 337 |
-
0.2703267822265625,
|
| 338 |
-
0.27009228515625,
|
| 339 |
-
0.270750732421875,
|
| 340 |
-
0.27087973022460937,
|
| 341 |
-
0.2707906494140625,
|
| 342 |
-
0.27070260620117187,
|
| 343 |
-
0.27038821411132813,
|
| 344 |
-
0.2705541076660156,
|
| 345 |
-
0.2704885864257813,
|
| 346 |
-
0.27073739624023435,
|
| 347 |
-
0.270671875,
|
| 348 |
-
0.270671875,
|
| 349 |
-
0.2722764892578125,
|
| 350 |
-
0.27072308349609375,
|
| 351 |
-
0.270824462890625,
|
| 352 |
-
0.2705602416992188,
|
| 353 |
-
0.2706288757324219,
|
| 354 |
-
0.2701055908203125,
|
| 355 |
-
0.5466419067382813,
|
| 356 |
-
0.27077734375,
|
| 357 |
-
0.2706483154296875,
|
| 358 |
-
0.27052032470703125,
|
| 359 |
-
0.27019366455078125,
|
| 360 |
-
0.27082955932617186,
|
| 361 |
-
0.27061862182617186,
|
| 362 |
-
0.270593017578125,
|
| 363 |
-
0.27051519775390626,
|
| 364 |
-
0.27064627075195313,
|
| 365 |
-
0.2704844665527344,
|
| 366 |
-
0.27058380126953124,
|
| 367 |
-
0.27084902954101564,
|
| 368 |
-
0.2707281799316406,
|
| 369 |
-
0.27072409057617186,
|
| 370 |
-
0.2707548217773437,
|
| 371 |
-
0.27068621826171874,
|
| 372 |
-
0.2705111083984375,
|
| 373 |
-
0.27138662719726564,
|
| 374 |
-
0.2701905822753906,
|
| 375 |
-
0.27054180908203124,
|
| 376 |
-
0.27066265869140627,
|
| 377 |
-
0.27028582763671877,
|
| 378 |
-
0.2703001708984375,
|
| 379 |
-
0.2705387573242187,
|
| 380 |
-
0.27050189208984377,
|
| 381 |
-
0.2707527770996094,
|
| 382 |
-
0.2707220458984375,
|
| 383 |
-
0.2699632568359375,
|
| 384 |
-
0.27008306884765626,
|
| 385 |
-
0.269876220703125,
|
| 386 |
-
0.546292724609375,
|
| 387 |
-
0.27061965942382815,
|
| 388 |
-
0.26992025756835936,
|
| 389 |
-
0.26999603271484374,
|
| 390 |
-
0.27034930419921877,
|
| 391 |
-
0.27041485595703124,
|
| 392 |
-
0.2705397644042969,
|
| 393 |
-
0.2702868347167969,
|
| 394 |
-
0.27019879150390624,
|
| 395 |
-
0.2704486389160156,
|
| 396 |
-
0.270856201171875,
|
| 397 |
-
0.27088385009765625,
|
| 398 |
-
0.27021414184570314,
|
| 399 |
-
0.27045889282226565,
|
| 400 |
-
0.29821746826171874,
|
| 401 |
-
0.281965576171875,
|
| 402 |
-
0.27032577514648437,
|
| 403 |
-
0.27017214965820313,
|
| 404 |
-
0.27028890991210935,
|
| 405 |
-
0.27070260620117187,
|
| 406 |
-
0.270698486328125,
|
| 407 |
-
0.27044659423828127,
|
| 408 |
-
0.269781005859375,
|
| 409 |
-
0.2699765625,
|
| 410 |
-
0.2699263916015625,
|
| 411 |
-
0.27060531616210937,
|
| 412 |
-
0.2705531005859375,
|
| 413 |
-
0.27056231689453125,
|
| 414 |
-
0.26991207885742186,
|
| 415 |
-
0.27005029296875,
|
| 416 |
-
0.2701240234375,
|
| 417 |
-
0.5468098754882813,
|
| 418 |
-
0.2704056396484375,
|
| 419 |
-
0.2706237487792969,
|
| 420 |
-
0.2710005798339844,
|
| 421 |
-
0.270213134765625,
|
| 422 |
-
0.27036056518554685,
|
| 423 |
-
0.2706001892089844,
|
| 424 |
-
0.270635009765625,
|
| 425 |
-
0.270376953125,
|
| 426 |
-
0.27089306640625,
|
| 427 |
-
0.2701598815917969,
|
| 428 |
-
0.27008206176757815,
|
| 429 |
-
0.2701547546386719,
|
| 430 |
-
0.27035955810546874,
|
| 431 |
-
0.2706636657714844,
|
| 432 |
-
0.2704435119628906,
|
| 433 |
-
0.27086846923828123,
|
| 434 |
-
0.27025613403320314,
|
| 435 |
-
0.27035546875,
|
| 436 |
-
0.27052032470703125,
|
| 437 |
-
0.2704711608886719,
|
| 438 |
-
0.27039129638671877,
|
| 439 |
-
0.26991207885742186,
|
| 440 |
-
0.270129150390625,
|
| 441 |
-
0.27037490844726564,
|
| 442 |
-
0.2704906311035156,
|
| 443 |
-
0.27047320556640625,
|
| 444 |
-
0.270519287109375,
|
| 445 |
-
0.27024996948242186,
|
| 446 |
-
0.27055514526367186,
|
| 447 |
-
0.2706923522949219,
|
| 448 |
-
0.5468416137695312,
|
| 449 |
-
0.270571533203125,
|
| 450 |
-
0.27090737915039065,
|
| 451 |
-
0.2704691162109375,
|
| 452 |
-
0.2697635803222656,
|
| 453 |
-
0.2697021484375,
|
| 454 |
-
0.27003289794921875,
|
| 455 |
-
0.2707855224609375,
|
| 456 |
-
0.27105075073242185,
|
| 457 |
-
0.27042816162109373,
|
| 458 |
-
0.2699468688964844,
|
| 459 |
-
0.2701138000488281,
|
| 460 |
-
0.27004519653320314,
|
| 461 |
-
0.27075173950195314,
|
| 462 |
-
0.2702950439453125,
|
| 463 |
-
0.2704035949707031,
|
| 464 |
-
0.26982196044921875,
|
| 465 |
-
0.26998989868164064,
|
| 466 |
-
0.2701424560546875,
|
| 467 |
-
0.27061862182617186,
|
| 468 |
-
0.27088690185546876,
|
| 469 |
-
0.2717818908691406,
|
| 470 |
-
0.2702315368652344,
|
| 471 |
-
0.2708080749511719,
|
| 472 |
-
0.2708111267089844,
|
| 473 |
-
0.27017831420898436,
|
| 474 |
-
0.2703359985351563,
|
| 475 |
-
0.2705541076660156,
|
| 476 |
-
0.2702591857910156,
|
| 477 |
-
0.2703513488769531,
|
| 478 |
-
0.2698833923339844,
|
| 479 |
-
0.5459118041992187,
|
| 480 |
-
0.27081317138671873,
|
| 481 |
-
0.27064114379882814,
|
| 482 |
-
0.2706534423828125,
|
| 483 |
-
0.27017010498046873,
|
| 484 |
-
0.27032577514648437,
|
| 485 |
-
0.27028378295898436,
|
| 486 |
-
0.2704312438964844,
|
| 487 |
-
0.270350341796875,
|
| 488 |
-
0.27050497436523435,
|
| 489 |
-
0.2703267822265625,
|
| 490 |
-
0.2700789794921875,
|
| 491 |
-
0.270234619140625,
|
| 492 |
-
0.27066162109375,
|
| 493 |
-
0.270587890625,
|
| 494 |
-
0.2703236999511719,
|
| 495 |
-
0.2702796936035156,
|
| 496 |
-
0.27073126220703125,
|
| 497 |
-
0.27065444946289063,
|
| 498 |
-
0.27037490844726564,
|
| 499 |
-
0.2703585205078125,
|
| 500 |
-
0.27076812744140627,
|
| 501 |
-
0.27056640625,
|
| 502 |
-
0.2706954345703125,
|
| 503 |
-
0.2704404602050781,
|
| 504 |
-
0.27032473754882813,
|
| 505 |
-
0.2701527099609375,
|
| 506 |
-
0.27048345947265623,
|
| 507 |
-
0.27055206298828127,
|
| 508 |
-
0.27079473876953125,
|
| 509 |
-
0.2725181579589844
|
| 510 |
-
]
|
| 511 |
-
},
|
| 512 |
-
"throughput": {
|
| 513 |
-
"unit": "tokens/s",
|
| 514 |
-
"value": 3.5873675209920934
|
| 515 |
-
},
|
| 516 |
-
"energy": null,
|
| 517 |
-
"efficiency": null
|
| 518 |
-
}
|
| 519 |
-
}
|
| 520 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|