Taylor Robie robieta
robieta
/ sequential_leak_test.ipynb
Created
June 7, 2019 04:39
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robieta
/ measure_index_select.py
Last active
March 24, 2020 01:25
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| import collections | |
| import timeit | |
| import numpy as np | |
| import torch | |
| def loop_expand(values, repeats): | |
| output = [] | |
| for v, r in zip(values, repeats): |
robieta
/ benchmark_index_select_results.txt
Last active
March 24, 2020 01:28
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| Percent of index_select baseline. Lower is better. | |
| [0] use gather (SmallVector) | |
| [1] use gather (std::vector) | |
| [2] sharded loop (shard_size = 2048) | |
| Quadratic spacing. (Sparse) | |
| ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////// | |
| Size (output) | Baseline (us) [0] [1] [2] | |
| 841 | 8.8 61.1% 60.7% 30.4% | |
| 2430 | 18.2 35.0% 34.2% 24.3% |
robieta
/ benchmark_index_select_results2.txt
Created
March 25, 2020 20:39
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| Percent of index_select baseline. Lower is better. | |
| [0] use gather (SmallVector) | |
| [1] use gather (std::vector) | |
| [2] sharded loop (shard_size = 2048) | |
| Quadratic spacing. (Sparse) | |
| ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////// | |
| Size (output) | Baseline (us) [0] [1] [2] | |
| 841 | 4.8 115.8% 113.9% 46.7% | |
| 2430 | 5.7 119.4% 117.3% 88.9% |
robieta
/ measure.py
Last active
April 18, 2020 18:49
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| import collections | |
| import json | |
| import sys | |
| import time | |
| import timeit | |
| import numpy as np | |
| import torch | |
| torch.set_num_threads(1) |
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| #!/bin/bash | |
| set -e | |
| source ~/miniconda3/etc/profile.d/conda.sh | |
| RESULTS="/tmp/${USER}/results.txt" | |
| > ${RESULTS} | |
| measure () { | |
| local conda_env=$1 | |
| conda activate ${conda_env} |
robieta
/ end_to_end_results.txt
Created
May 12, 2020 18:03
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| Improved (>10%): 188 (17%) | |
| Regressed (>10%): 344 (32%) | |
| Within 10%: 553 (51%) | |
| Improvement Absolute | dtype numel mask_reuse mask_true_pct x_layout mask_layout | |
| ================================================================================================================== | |
| -98% 1.6 us | float64 33 33 67% contiguous contiguous | |
| -97% 1.6 us | float32 33 33 67% contiguous contiguous | |
| -97% 1.4 us | int8 10 1 92% contiguous contiguous | |
| -91% 1.5 us | float32 6 6 36% contiguous contiguous |
robieta
/ benchmark_summary_39850.txt
Last active
June 24, 2020 20:16
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| gpu: 128 / 128 | |
| 27 samples were culled, 1893 remain | |
| ======================================== | |
| == GPU ================================= | |
| ======================================== | |
| Improved (>5%): 462 ( 24%) | |
| Regressed (>5%): 266 ( 14%) | |
| Within 5%: 1165 ( 62%) |
robieta
/ benchmark_summary_39967.txt
Last active
June 24, 2020 20:17
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| gpu: 128 / 128 cpu: 128 / 128 | |
| 814 samples were culled, 1746 remain | |
| ======================================== | |
| == CPU ================================= | |
| ======================================== | |
| Improved (>5%): 36 ( 5%) | |
| Regressed (>5%): 626 ( 93%) | |
| Within 5%: 8 ( 1%) |
robieta
/ benchmark_summary_39744.txt
Last active
June 24, 2020 20:18
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| gpu: 128 / 128 cpu: 128 / 128 | |
| 1066 samples were culled, 2774 remain | |
| ======================================== | |
| == CPU ================================= | |
| ======================================== | |
| Improved (>5%): 385 ( 40%) | |
| Regressed (>5%): 294 ( 31%) | |
| Within 5%: 272 ( 29%) |
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