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Posted to discuss-archive@tvm.apache.org by Ivy Zhang via Apache TVM Discuss <no...@discuss.tvm.ai> on 2021/05/18 03:15:48 UTC
[Apache TVM Discuss] [Questions] Autoscheduler on faster rcnn, stuck
on measurement
pytorch 1.7.0
torchvision0.8.1
tvm latest
tuning log:
placeholder_red()reduce(x*y)
========== Task 50 (workload key: ["38088ca384bce67161534b1c7aa7b369", 3]) ==========
placeholder = PLACEHOLDER [3]
placeholder_red()reduce(x*y)
========== Task 51 (workload key: ["38088ca384bce67161534b1c7aa7b369", 4]) ==========
placeholder = PLACEHOLDER [4]
placeholder_red()reduce(x*y)
----------------------------------------------------------------------
------------------------------ [ Task Scheduler ]
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| ID | Latency (ms) | Speed (GFLOPS) | Trials |
-------------------------------------------------
| 0 | - | - | 0 |
| 1 | - | - | 0 |
| 2 | - | - | 0 |
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| 51 | - | - | 0 |
-------------------------------------------------
Estimated total latency: - ms Trials: 0 Used time : 0 s Next ID: 0
----------------------------------------------------------------------
------------------------------ [ Search ]
----------------------------------------------------------------------
Generate Sketches #s: 3
Sample Initial Population #s: 1821 fail_ct: 0 Time elapsed: 0.69
GA Iter: 0 Max score: 0.9986 Min score: 0.9288 #Pop: 128 #M+: 0 #M-: 0
GA Iter: 4 Max score: 1.0000 Min score: 0.9872 #Pop: 128 #M+: 1377 #M-: 37
EvolutionarySearch #s: 128 Time elapsed: 2.95
----------------------------------------------------------------------
------------------------------ [ Measure ]
----------------------------------------------------------------------
Get 64 programs to measure:
The tuning process will not go on in hours.
---
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[Apache TVM Discuss] [Questions] Autoscheduler on faster rcnn, stuck
on measurement
Posted by masahi via Apache TVM Discuss <no...@discuss.tvm.ai>.
See my script on how I tune faster rcnn: https://github.com/masahi/torchscript-to-tvm/blob/master/maskrcnn/maskrcnn_test.py#L101
You probably want to use bigger timeout (`timeout=100` in my code)
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[Apache TVM Discuss] [Questions] Autoscheduler on faster rcnn, stuck
on measurement
Posted by Ivy Zhang via Apache TVM Discuss <no...@discuss.tvm.ai>.
---
[Visit Topic](https://discuss.tvm.apache.org/t/autoscheduler-on-faster-rcnn-stuck-on-measurement/10018/2) to respond.
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