Spaces:
Sleeping
Sleeping
data backend
Browse files
data.json
ADDED
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@@ -0,0 +1,1418 @@
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| 1 |
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"wall_time": 1.5851828149752691,
|
| 1314 |
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|
| 1315 |
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"batch_size": 16,
|
| 1316 |
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|
| 1317 |
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|
| 1318 |
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"gpu_metrics": null
|
| 1319 |
+
},
|
| 1320 |
+
{
|
| 1321 |
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"wall_time": 1.5776644350262359,
|
| 1322 |
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"cuda_time": 1.5776337890625,
|
| 1323 |
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"batch_size": 16,
|
| 1324 |
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|
| 1325 |
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|
| 1326 |
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"gpu_metrics": null
|
| 1327 |
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},
|
| 1328 |
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{
|
| 1329 |
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"wall_time": 1.5777849049773067,
|
| 1330 |
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"cuda_time": 1.577759521484375,
|
| 1331 |
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"batch_size": 16,
|
| 1332 |
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|
| 1333 |
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|
| 1334 |
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|
| 1335 |
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},
|
| 1336 |
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{
|
| 1337 |
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"wall_time": 1.5800251649925485,
|
| 1338 |
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"cuda_time": 1.5799962158203125,
|
| 1339 |
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"batch_size": 16,
|
| 1340 |
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"new_tokens": 128,
|
| 1341 |
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|
| 1342 |
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"gpu_metrics": null
|
| 1343 |
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},
|
| 1344 |
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{
|
| 1345 |
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"wall_time": 1.5810497630154714,
|
| 1346 |
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| 1347 |
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| 1348 |
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| 1349 |
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|
| 1350 |
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|
| 1351 |
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},
|
| 1352 |
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{
|
| 1353 |
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"wall_time": 1.5747365789720789,
|
| 1354 |
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|
| 1355 |
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"batch_size": 16,
|
| 1356 |
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"new_tokens": 128,
|
| 1357 |
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|
| 1358 |
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"gpu_metrics": null
|
| 1359 |
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},
|
| 1360 |
+
{
|
| 1361 |
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"wall_time": 1.5829719919711351,
|
| 1362 |
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"cuda_time": 1.5828975830078125,
|
| 1363 |
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"batch_size": 16,
|
| 1364 |
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"new_tokens": 128,
|
| 1365 |
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"use_cuda_time": false,
|
| 1366 |
+
"gpu_metrics": null
|
| 1367 |
+
},
|
| 1368 |
+
{
|
| 1369 |
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"wall_time": 1.5985179379349574,
|
| 1370 |
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"cuda_time": 1.5984254150390624,
|
| 1371 |
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"batch_size": 16,
|
| 1372 |
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"new_tokens": 128,
|
| 1373 |
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"use_cuda_time": false,
|
| 1374 |
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"gpu_metrics": null
|
| 1375 |
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},
|
| 1376 |
+
{
|
| 1377 |
+
"wall_time": 1.5925404160516337,
|
| 1378 |
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"cuda_time": 1.5925126953125,
|
| 1379 |
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"batch_size": 16,
|
| 1380 |
+
"new_tokens": 128,
|
| 1381 |
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"use_cuda_time": false,
|
| 1382 |
+
"gpu_metrics": null
|
| 1383 |
+
},
|
| 1384 |
+
{
|
| 1385 |
+
"wall_time": 1.5975769789656624,
|
| 1386 |
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"cuda_time": 1.5975234375,
|
| 1387 |
+
"batch_size": 16,
|
| 1388 |
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"new_tokens": 128,
|
| 1389 |
+
"use_cuda_time": false,
|
| 1390 |
+
"gpu_metrics": null
|
| 1391 |
+
},
|
| 1392 |
+
{
|
| 1393 |
+
"wall_time": 1.5931882929289714,
|
| 1394 |
+
"cuda_time": 1.593160400390625,
|
| 1395 |
+
"batch_size": 16,
|
| 1396 |
+
"new_tokens": 128,
|
| 1397 |
+
"use_cuda_time": false,
|
| 1398 |
+
"gpu_metrics": null
|
| 1399 |
+
},
|
| 1400 |
+
{
|
| 1401 |
+
"wall_time": 1.5850070579908788,
|
| 1402 |
+
"cuda_time": 1.5849803466796875,
|
| 1403 |
+
"batch_size": 16,
|
| 1404 |
+
"new_tokens": 128,
|
| 1405 |
+
"use_cuda_time": false,
|
| 1406 |
+
"gpu_metrics": null
|
| 1407 |
+
},
|
| 1408 |
+
{
|
| 1409 |
+
"wall_time": 1.5830075700068846,
|
| 1410 |
+
"cuda_time": 1.5829818115234375,
|
| 1411 |
+
"batch_size": 16,
|
| 1412 |
+
"new_tokens": 128,
|
| 1413 |
+
"use_cuda_time": false,
|
| 1414 |
+
"gpu_metrics": null
|
| 1415 |
+
}
|
| 1416 |
+
]
|
| 1417 |
+
}
|
| 1418 |
+
}
|
data.py
ADDED
|
@@ -0,0 +1,30 @@
|
|
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|
|
|
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|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import json
|
| 2 |
+
import numpy as np
|
| 3 |
+
|
| 4 |
+
|
| 5 |
+
def estimate_from_measures(measures: list[float], estimator: str) -> float:
|
| 6 |
+
if estimator == "median":
|
| 7 |
+
return float(np.median(measures))
|
| 8 |
+
elif estimator == "mean":
|
| 9 |
+
return float(np.mean(measures))
|
| 10 |
+
raise ValueError(f"Invalid estimator: {estimator}")
|
| 11 |
+
|
| 12 |
+
|
| 13 |
+
class ModelBenchmarkData:
|
| 14 |
+
|
| 15 |
+
def __init__(self, json_path: str) -> None:
|
| 16 |
+
with open(json_path, "r") as f:
|
| 17 |
+
self.data = json.load(f)
|
| 18 |
+
|
| 19 |
+
def get_ttft_tpot_data(self, model_name: str, estimator: str = "median", use_cuda_time: bool = False) -> dict:
|
| 20 |
+
data_points = []
|
| 21 |
+
time_key = "cuda_time" if use_cuda_time else "wall_time"
|
| 22 |
+
for cfg_name, data in self.data.items():
|
| 23 |
+
x_measures = [d[time_key] for d in data["ttft"]]
|
| 24 |
+
y_measures = [d[time_key] for d in data["tpot"]]
|
| 25 |
+
data_points.append({
|
| 26 |
+
"x": estimate_from_measures(x_measures, estimator),
|
| 27 |
+
"y": estimate_from_measures(y_measures, estimator),
|
| 28 |
+
"label": cfg_name,
|
| 29 |
+
})
|
| 30 |
+
return data_points
|