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adapter = Custom20BNCsvJpegAdapter(input_csv, jpeg_path, output_folder,
                                   shuffle=shuffle,
                                   frame_size=img_size,
                                   shm_dir_path=shm_dir
                                   )
ingestor = GulpIngestor(adapter, output_folder, videos_per_chunk,
                        num_workers=num_workers)
ingestor()

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(torch) root@7396071ace7e:/home/rgoyal/GulpIO-benchmarks# CUDA_VISIBLE_DEVICES=0,1 python train_jpeg.py --config configs/config_jpeg.json -g 0,1
=> active GPUs: 0,1
=> Output folder for this run -- jester_conv_example
 > Using 10 processes for data loader.
 > Training is getting started...
 > Training takes 999999 epochs.
 > Current LR : 0.001
Epoch: [0][0/1852]      Time 77.101 (77.101)    Data 73.654 (73.654)    Loss 3.3249 (3.3249)    Prec@1 0.000 (0.000)    Prec@5 21.875 (21.875)
Epoch: [0][100/1852]    Time 36.009 (7.519)     Data 35.798 (7.183)     Loss 2.6882 (3.0521)    Prec@1 21.875 (13.784)  Prec@5 54.688 (40.161)
Epoch: [0][200/1852]    Time 13.762 (6.756)     Data 13.562 (6.433)     Loss 2.5396 (2.8169)    Prec@1 20.312 (19.652)  Prec@5 62.500 (50.451)

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(torch) root@7396071ace7e:/home/rgoyal/GulpIO-benchmarks# CUDA_VISIBLE_DEVICES=0,1 python train_gulp.py --config configs/config_gulpio.json
=> active GPUs: 0,1
=> Output folder for this run -- jester_conv_example
 > Using 10 processes for data loader.
 > Training is getting started...
 > Training takes 999999 epochs.
 > Current LR : 0.001
Epoch: [0][0/1852]      Time 12.410 (12.410)    Data 9.079 (9.079)      Loss 3.2856 (3.2856)    Prec@1 9.375 (9.375)    Prec@5 17.188 (17.188)
Epoch: [0][100/1852]    Time 0.457 (0.854)      Data 0.000 (0.429)      Loss 2.5770 (3.0944)    Prec@1 26.562 (12.655)  Prec@5 68.750 (37.036)
Epoch: [0][200/1852]    Time 0.456 (0.818)      Data 0.000 (0.432)      Loss 2.6250 (2.8789)    Prec@1 25.000 (18.043)  Prec@5 56.250 (47.528)

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c['change_source'].append(changes.GitPoller(
        'git://github.com/esc/numba.git',
        workdir='gitpoller-workdir-esc',
        branches=True,
        pollInterval=300,
        pollAtLaunch=True,
))
c['schedulers'] = []
c['schedulers'].append(schedulers.SingleBranchScheduler(
                            name="all",

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Traceback (most recent call last):
  File "/Users/vhaenel/miniconda3/envs/numba/bin/git-hub", line 8, in <module>
    sys.exit(hub())
  File "/Users/vhaenel/miniconda3/envs/numba/lib/python3.7/site-packages/gitspindle/__init__.py", line 661, in hub
    GitHub().main()
  File "/Users/vhaenel/miniconda3/envs/numba/lib/python3.7/site-packages/gitspindle/__init__.py", line 119, in __init__
    self.git_dir = self.git('rev-parse', '--git-dir')
  File "/Users/vhaenel/miniconda3/envs/numba/lib/python3.7/site-packages/whelk/__init__.py", line 181, in __call__
    (out, err) = sp.communicate(self.input)
  File "/Users/vhaenel/miniconda3/envs/numba/lib/python3.7/site-packages/whelk/subprocess_34.py", line 31, in communicate

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	.section	__TEXT,__text,regular,pure_instructions
	.macosx_version_min 10, 14
	.globl	__ZN8__main__15mutate_list$245E21ListType$5bfloat64$5d
	.p2align	4, 0x90
__ZN8__main__15mutate_list$245E21ListType$5bfloat64$5d:
	.cfi_startproc
	pushq	%rbp
	.cfi_def_cfa_offset 16
	pushq	%r15
	.cfi_def_cfa_offset 24

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----------------------------------------------------------------------
Traceback (most recent call last):
  File "/Users/vhaenel/miniconda3/envs/numba_3.8/lib/python3.8/site-packages/llvmlite/ir/instructions.py", line 619, in __init__
    typ = typ.elements[i]
AttributeError: 'PointerType' object has no attribute 'elements'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/Users/vhaenel/git/numba/numba/core/errors.py", line 720, in new_error_context

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---
- name: Install python/pip related packages
  apt: name={{ item }} state=present
  with_items:
   - python3-pip
   - python3-venv
   - libffi-dev
   - libssl-dev

- pip:

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#!/bin/sh

val=1
while true
do
    [ $val -eq 0 ] && val=1 || val=0
    sudo sh -c "echo $val > \
    /sys/devices/platform/thinkpad_acpi/leds/tpacpi::thinklight/brightness"
    sleep 0.1
done