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disable opencv threading for forked process #12025
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I'm concerned if this could affect the speed of the record IO pipeline. Since RecordIO doesn't have a forked process, that should be fine, right? |
@rahul003 Using record IO won't trigger the multiprocess worker. |
@rahul003 Right, FYI, I have tested the recordIO speed, with and w/o this PR, there's no sign of degradation. |
szha
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[MXNET-750] fix nested call on CachedOp. (apache#11951) * fix nested call on cachedop. * fix. extend reshape op to allow reverse shape inference (apache#11956) Improve sparse embedding index out of bound error message; (apache#11940) [MXNET-770] Remove fixed seed in flaky test (apache#11958) * Remove fixed seed in flaky test * Remove fixed seed in flaky test Update ONNX docs with the latest supported ONNX version (apache#11936) Reduced test to 3 epochs and made gpu only (apache#11863) * Reduced test to 3 epochs and made GPU only * Moved logger variable so that it's accessible Fix flaky tests for test_laop_4 (apache#11972) Updating R client docs (apache#11954) * Updating R client docs * Forcing build Fix install instructions for MXNET-R (apache#11976) * fix install instructions for MXNET-R * fix install instructions for MXNET-R * fix default cuda version for MXNet-R [MXNET-751] fix ce_loss flaky (apache#11971) * add xavier initializer * remove comment line [MXNET-769] set MXNET_HOME as base for downloaded models through base.data_dir() (apache#11636) * set MXNET_DATA_DIR as base for downloaded models through base.data_dir() push joblib to save containers so is not required when running * MXNET_DATA_DIR -> MXNET_HOME [MXNET-748] linker fixed on Scala issues (apache#11989) * put force load back as a temporary solution * use project.basedir as relative path for OSX linker [MXNET-772] Re-enable test_module.py:test_module_set_params (apache#11979) [MXNET-771] Fix Flaky Test test_executor.py:test_dot (apache#11978) * use assert_almost_equal, increase rtol, reduce matrix size * remove seed in test_bind * add seed 0 to test_bind, it is still flaky * add comments for tracking remove mod from arity 2 version of load-checkpoint in clojure-package (apache#11808) * remove mod from arity 2 version of load-checkpoint * load-checkpoint arity 2 test Add unit test stage for mxnet cpu in debug mode (apache#11974) Website broken link fixes (apache#12014) * fix broken link * fix broken link * switch to .md links * fix broken link removed seed from flaky test (apache#11975) Disable ccache log print due to threadunsafety (apache#11997) Added default tolerance levels for regression checks for MBCC (apache#12006) * Added tolerance level for assert_almost_equal for MBCC * Nudge to CI Disable flaky mkldnn test_requantize_int32_to_int8 (apache#11748) [MXNET-769] Usability improvements to windows builds (apache#11947) * Windows scripted build Adjust Jenkins builds to use ci/build_windows.py Issues: apache#8714 apache#11100 apache#10166 apache#10049 * Fix bug * Fix non-portable ut * add xunit Fix import statement (apache#12005) array and multiply are undefined. Importing them from ndarray Disable flaky test test_random.test_gamma_generator (apache#12022) [MXNET-770] Fix flaky test: test_factorization_machine_module (apache#12023) * Remove fixed seed in flaky test * Remove fixed seed in flaky test * Update random seed to reproduce the issue * Fix Flaky unit test and add a training test * Remove fixed seed in flaky test * Update random seed to reproduce the issue * Fix Flaky unit test and add a training test * Increase accuracy check disable opencv threading for forked process (apache#12025) Bug fixes in control flow operators (apache#11942) Fix data narrowing warning on graph_executor.cc (apache#11969) Fix flaky tests for test_squared_hinge_loss (apache#12017) Fix flaky tests for test_hinge_loss (apache#12020) remove fixed seed for test_sparse_ndarray/test_operator_gpu.test_sparse_nd_pickle (apache#12012) Removed fixed seed from , test_loss:test_ctc_loss_train (apache#11985) Removed fixed seed from , test_loss:test_sample_weight_loss (apache#11986) Fix reduce_kernel_M1 (apache#12026) * Fix reduce_kernel_M1 * Improve test_norm Update test_loss.py to remove fixed seed (apache#11995) [MXNET-23] Adding support to profile kvstore server during distributed training (apache#11215) * server profiling merge with master cleanup old code added a check and better info message add functions for C compatibility fix doc lint fixes fix compile issues lint fix build error update function signatures to preserve compatibility fix comments lint * add part1 of test * add integration test Re-enabling test_ndarray/test_cached (apache#11950) Test passes on CPU and GPU (10000 runs) make gluon rnn layers hybrid blocks (apache#11482) * make Gluon RNN layer hybrid block * separate gluon gpu tests * remove excess assert_raises_cudnn_disabled usage * add comments and refactor * add bidirectional test * temporarily remove hybridize in test_gluon_rnn.test_layer_fill_shape [MXNET-751] fix bce_loss flaky (apache#11955) * add fix to bce_loss * add comments * remove unecessary comments Doc fix for a few optimizers (apache#12034) * Update optimizer.py * Update optimizer.py
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Description
After 3.4, opencv seems to be enabling threading automatically.
This PR disable opencv threading for forked process, to alleviate thread contention problem.
This PR improved image loading performance from 160 sample/s to 450 sample/s with gluon data loader when
num_workers=4
example code with real data:
Checklist
Essentials
Please feel free to remove inapplicable items for your PR.