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SteffenDE/exla_oom_cuda.txt

Created July 6, 2023 15:27
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exla_oom_cuda.txt
$ elixir wtf.exs
2023-07-06 15:18:41.441580: I tensorflow/core/util/port.cc:104] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
15:18:43.953 [info] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero
15:18:43.953 [info] XLA service 0x7f794042a100 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices:
15:18:43.953 [info] StreamExecutor device (0): Tesla T4, Compute Capability 7.5
15:18:43.953 [info] Using BFC allocator.
15:18:43.953 [info] XLA backend allocating 14019467673 bytes on device 0 for BFCAllocator.
15:18:44.450 [info] Start cannot spawn child process: No such file or directory
encoded sample input
created dummy comparison vectors
Running concurrent bench now
15:19:43.787 [warning] Allocator (GPU_0_bfc) ran out of memory trying to allocate 39.1KiB (rounded to 40192)requested by op
15:19:43.787 [info] BFCAllocator dump for GPU_0_bfc
15:19:43.787 [info] Bin (256): Total Chunks: 96, Chunks in use: 96. 24.0KiB allocated for chunks. 24.0KiB in use in bin. 5.6KiB client-requested in use in bin.
15:19:43.787 [info] Bin (512): Total Chunks: 256, Chunks in use: 256. 128.0KiB allocated for chunks. 128.0KiB in use in bin. 128.0KiB client-requested in use in bin.
15:19:43.787 [info] Bin (1024): Total Chunks: 11141, Chunks in use: 11141. 16.32MiB allocated for chunks. 16.32MiB in use in bin. 16.32MiB client-requested in use in bin.
15:19:43.787 [info] Bin (2048): Total Chunks: 6, Chunks in use: 6. 13.8KiB allocated for chunks. 13.8KiB in use in bin. 10.5KiB client-requested in use in bin.
15:19:43.787 [info] Bin (4096): Total Chunks: 6, Chunks in use: 6. 36.0KiB allocated for chunks. 36.0KiB in use in bin. 36.0KiB client-requested in use in bin.
15:19:43.787 [info] Bin (8192): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
15:19:43.787 [info] Bin (16384): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
15:19:43.787 [info] Bin (32768): Total Chunks: 876, Chunks in use: 876. 33.61MiB allocated for chunks. 33.61MiB in use in bin. 33.42MiB client-requested in use in bin.
15:19:43.787 [info] Bin (65536): Total Chunks: 9, Chunks in use: 9. 786.8KiB allocated for chunks. 786.8KiB in use in bin. 636.2KiB client-requested in use in bin.
15:19:43.787 [info] Bin (131072): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
15:19:43.787 [info] Bin (262144): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
15:19:43.787 [info] Bin (524288): Total Chunks: 73, Chunks in use: 73. 41.90MiB allocated for chunks. 41.90MiB in use in bin. 41.71MiB client-requested in use in bin.
15:19:43.787 [info] Bin (1048576): Total Chunks: 1, Chunks in use: 1. 1.06MiB allocated for chunks. 1.06MiB in use in bin. 585.9KiB client-requested in use in bin.
15:19:43.787 [info] Bin (2097152): Total Chunks: 12, Chunks in use: 12. 27.00MiB allocated for chunks. 27.00MiB in use in bin. 27.00MiB client-requested in use in bin.
15:19:43.787 [info] Bin (4194304): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
15:19:43.787 [info] Bin (8388608): Total Chunks: 898, Chunks in use: 898. 12.85GiB allocated for chunks. 12.85GiB in use in bin. 12.85GiB client-requested in use in bin.
15:19:43.787 [info] Bin (16777216): Total Chunks: 2, Chunks in use: 2. 50.14MiB allocated for chunks. 50.14MiB in use in bin. 29.30MiB client-requested in use in bin.
15:19:43.787 [info] Bin (33554432): Total Chunks: 1, Chunks in use: 1. 44.71MiB allocated for chunks. 44.71MiB in use in bin. 44.71MiB client-requested in use in bin.
15:19:43.787 [info] Bin (67108864): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
15:19:43.787 [info] Bin (134217728): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
15:19:43.787 [info] Bin (268435456): Total Chunks: 0, Chunks in use: 0. 0B allocated for chunks. 0B in use in bin. 0B client-requested in use in bin.
15:19:43.787 [info] Bin for 39.2KiB was 32.0KiB, Chunk State:
15:19:43.787 [info] Next region of size 14019467520
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15:19:43.806 [info] InUse at 7f754805fa00 of size 1536 next 5449
15:19:43.806 [info] InUse at 7f7548060000 of size 1536 next 5450
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15:19:43.807 [info] InUse at 7f754806d200 of size 1536 next 5485
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15:19:43.817 [info] InUse at 7f754809b400 of size 1536 next 4440
15:19:43.817 [info] InUse at 7f754809ba00 of size 1536 next 4441
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15:19:43.817 [info] InUse at 7f754809c600 of size 1536 next 4443
15:19:43.817 [info] InUse at 7f754809cc00 of size 1536 next 4444
15:19:43.817 [info] InUse at 7f754809d200 of size 1536 next 4445
15:19:43.817 [info] InUse at 7f754809d800 of size 1536 next 4446
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15:19:43.817 [info] InUse at 7f754809e400 of size 1536 next 4448
15:19:43.817 [info] InUse at 7f754809ea00 of size 1536 next 4449
15:19:43.817 [info] InUse at 7f754809f000 of size 1536 next 4450
15:19:43.818 [info] InUse at 7f754809f600 of size 1536 next 4451
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15:19:43.818 [info] InUse at 7f75480a0200 of size 1536 next 4453
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15:19:43.818 [info] InUse at 7f75480a1400 of size 1536 next 4456
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15:19:43.818 [info] InUse at 7f75480a2c00 of size 1536 next 4460
15:19:43.818 [info] InUse at 7f75480a3200 of size 1536 next 4461
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15:19:43.818 [info] InUse at 7f75480a8000 of size 1536 next 4474
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15:19:43.818 [info] InUse at 7f75480a9200 of size 1536 next 4477
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15:19:43.818 [info] InUse at 7f75480aa400 of size 1536 next 4480
15:19:43.818 [info] InUse at 7f75480aaa00 of size 1536 next 4481
15:19:43.818 [info] InUse at 7f75480ab000 of size 1536 next 4482
15:19:43.818 [info] InUse at 7f75480ab600 of size 1536 next 4483
15:19:43.818 [info] InUse at 7f75480abc00 of size 1536 next 4484
15:19:43.819 [info] InUse at 7f75480ac200 of size 1536 next 4485
15:19:43.819 [info] InUse at 7f75480ac800 of size 1536 next 4486
15:19:43.819 [info] InUse at 7f75480ace00 of size 1536 next 4487
15:19:43.819 [info] InUse at 7f75480ad400 of size 1536 next 4488
15:19:43.819 [info] InUse at 7f75480ada00 of size 1536 next 4489
15:19:43.819 [info] InUse at 7f75480ae000 of size 1536 next 4490
15:19:43.819 [info] InUse at 7f75480ae600 of size 1536 next 4491
15:19:43.819 [info] InUse at 7f75480aec00 of size 1536 next 4492
15:19:43.819 [info] InUse at 7f75480af200 of size 1536 next 4493
15:19:43.819 [info] InUse at 7f75480af800 of size 1536 next 4494
15:19:43.819 [info] InUse at 7f75480afe00 of size 1536 next 4495
15:19:43.819 [info] InUse at 7f75480b0400 of size 1536 next 4496
15:19:43.819 [info] InUse at 7f75480b0a00 of size 1536 next 4497
15:19:43.819 [info] InUse at 7f75480b1000 of size 1536 next 4498
15:19:43.819 [info] InUse at 7f75480b1600 of size 1536 next 4499
15:19:43.819 [info] InUse at 7f75480b1c00 of size 1536 next 4500
15:19:43.819 [info] InUse at 7f75480b2200 of size 1536 next 4501
15:19:43.819 [info] InUse at 7f75480b2800 of size 1536 next 4502
15:19:43.819 [info] InUse at 7f75480b2e00 of size 1536 next 4503
15:19:43.819 [info] InUse at 7f75480b3400 of size 1536 next 4504
15:19:43.819 [info] InUse at 7f75480b3a00 of size 1536 next 4505
15:19:43.830 [info] InUse at 7f75480b4000 of size 1536 next 4506
15:19:43.830 [info] InUse at 7f75480b4600 of size 1536 next 4507
15:19:43.830 [info] InUse at 7f75480b4c00 of size 1536 next 4508
15:19:43.830 [info] InUse at 7f75480b5200 of size 1536 next 4509
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15:19:43.830 [info] InUse at 7f75480b6400 of size 1536 next 4512
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15:19:43.830 [info] InUse at 7f75480b7000 of size 1536 next 4514
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15:19:43.830 [info] InUse at 7f75480b8200 of size 1536 next 4517
15:19:43.830 [info] InUse at 7f75480b8800 of size 1536 next 4518
15:19:43.830 [info] InUse at 7f75480b8e00 of size 1536 next 4519
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15:19:43.830 [info] InUse at 7f75480b9a00 of size 1536 next 4521
15:19:43.830 [info] InUse at 7f75480ba000 of size 1536 next 4522
15:19:43.830 [info] InUse at 7f75480ba600 of size 1536 next 4523
15:19:43.830 [info] InUse at 7f75480bac00 of size 1536 next 4524
15:19:43.830 [info] InUse at 7f75480bb200 of size 1536 next 4525
15:19:43.830 [info] InUse at 7f75480bb800 of size 1536 next 4526
15:19:43.830 [info] InUse at 7f75480bbe00 of size 1536 next 4527
15:19:43.830 [info] InUse at 7f75480bc400 of size 1536 next 4528
15:19:43.830 [info] InUse at 7f75480bca00 of size 1536 next 4529
15:19:43.830 [info] InUse at 7f75480bd000 of size 1536 next 4530
15:19:43.830 [info] InUse at 7f75480bd600 of size 1536 next 4531
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15:19:43.830 [info] InUse at 7f75480be200 of size 1536 next 4533
15:19:43.830 [info] InUse at 7f75480be800 of size 1536 next 4534
15:19:43.830 [info] InUse at 7f75480bee00 of size 1536 next 4535
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15:19:43.850 [notice] Handler :default switched from :async to :drop mode
15:19:43.842 [info] InUse at 7f75480d5000 of size 1536 next 4594
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15:19:43.856 [notice] Handler :default switched from :drop to :sync mode
15:19:43.843 [info] InUse at 7f75480f0600 of size 1536 next 4667
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15:19:43.847 [info] InUse at 7f754815f600 of size 1536 next 2156
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15:19:43.899 [notice] Handler :default switched from :sync to :drop mode
15:19:43.899 [notice] Handler :default switched from :drop to :sync mode
** (EXIT from #PID<0.99.0>) an exception was raised:
** (RuntimeError) Out of memory while trying to allocate 40000 bytes.
BufferAssignment OOM Debugging.
BufferAssignment stats:
parameter allocation: 14.65MiB
constant allocation: 0B
maybe_live_out allocation: 14.65MiB
preallocated temp allocation: 39.1KiB
preallocated temp fragmentation: 0B (0.00%)
total allocation: 29.33MiB
total fragmentation: 20B (0.00%)
Peak buffers:
Buffer 1:
Size: 14.65MiB
Entry Parameter Subshape: f32[10000,384]
==========================
Buffer 2:
Size: 14.65MiB
XLA Label: fusion
Shape: f32[10000,384]
==========================
Buffer 3:
Size: 39.1KiB
XLA Label: sqrt
Shape: f32[10000]
==========================
Buffer 4:
Size: 8B
XLA Label: tuple
Shape: (f32[10000,384])
==========================
Buffer 5:
Size: 4B
XLA Label: parameter
Shape: f32[]
==========================
Buffer 6:
Size: 4B
XLA Label: parameter
Shape: f32[]
==========================
Buffer 7:
Size: 4B
XLA Label: add
Shape: f32[]
==========================
(exla 0.5.1) lib/exla/executable.ex:56: EXLA.Executable.unwrap!/1
(exla 0.5.1) lib/exla/executable.ex:19: EXLA.Executable.run/3
(exla 0.5.1) lib/exla/defn.ex:346: EXLA.Defn.maybe_outfeed/7
(stdlib 5.0.1) timer.erl:270: :timer.tc/2
(exla 0.5.1) lib/exla/defn.ex:283: anonymous fn/7 in EXLA.Defn.__compile__/4
(nx 0.5.1) lib/nx/defn.ex:443: Nx.Defn.do_jit_apply/3
(bumblebee 0.3.0) lib/bumblebee/utils/nx.ex:321: Bumblebee.Utils.Nx.cosine_similarity/3
(elixir 1.15.0) lib/enum.ex:1693: Enum."-map/2-lists^map/1-1-"/2
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