Hello ,
I could interface with CUDA from Python on Jetson TX1 ,
I Know that it’s not possible to install numba and anaconda or mini-anaconda .
Any one have solution how i can accelerate/execute Python code on GPU Graph Jetson TX1 ?
thank you
Hi,
Could you share your use case so that we can give a more precise suggestion?
For general usage, it’s recommended to use pyCUDA.
Here is installation steps for your reference:
[url]https://devtalk.nvidia.com/default/topic/1013387/jetson-tx2/is-the-memory-management-method-of-tx1-and-tx2-different-/post/5167500/#5167500[/url]
Thanks.
Thank you ,
i have install pycuda on jetson tx1 .
But ,i have ERROR when i try an example given in Python that computes the product of two arrays :
import pycuda.compiler as comp
import pycuda.driver as drv
import numpy
import pycuda.autoinit
mod = comp.SourceModule("""
__global__ void multiply_them(float *dest, float *a, float *b)
{
const int i = threadIdx.x;
dest[i] = a[i] * b[i];
}
""")
multiply_them = mod.get_function("multiply_them")
a = numpy.random.randn(400).astype(numpy.float32)
b = numpy.random.randn(400).astype(numpy.float32)
dest = numpy.zeros_like(a)
multiply_them(
drv.Out(dest), drv.In(a), drv.In(b),
block=(400,1,1))
print (dest-a*b)
Errors here
$ python3 add_Matrix.py
Traceback (most recent call last):
File "test.py", line 12, in <module>
""")
File "/home/ubuntu/.local/lib/python3.5/site-packages/pycuda/compiler.py", line 291, in __init__
arch, code, cache_dir, include_dirs)
File "/home/ubuntu/.local/lib/python3.5/site-packages/pycuda/compiler.py", line 255, in compile
return compile_plain(source, options, keep, nvcc, cache_dir, target)
File "/home/ubuntu/.local/lib/python3.5/site-packages/pycuda/compiler.py", line 137, in compile_plain
stderr=stderr.decode("utf-8", "replace"))
pycuda.driver.CompileError: nvcc compilation of /tmp/tmp0w1noknf/kernel.cu failed
[command: nvcc --cubin -arch sm_53 -I/home/ubuntu/.local/lib/python3.5/site-packages/pycuda/cuda kernel.cu]
[stderr:
gcc: error trying to exec 'cc1plus': execvp: No such file or directory
]
same error in dmesg :
[ 0.000000] Booting Linux on physical CPU 0x0
[ 0.000000] Initializing cgroup subsys cpuset
[ 0.000000] Initializing cgroup subsys cpu
[ 0.000000] Initializing cgroup subsys cpuacct
[ 0.000000] Linux version 4.4.38-tegra (buildbrain@mobile-u64-638) (gcc version 4.8.5 (GCC) ) #1 SMP PREEMPT Thu Mar 1 20:44:58 PST 2018
[ 0.000000] Boot CPU: AArch64 Processor [411fd071]
[ 0.000000] Found tegra_fbmem: 00800000@92c9d000
[ 0.000000] Reserved memory: initialized node iram-carveout, compatible id nvidia,iram-carveout
[ 0.000000] Reserved memory: initialized node ramoops_carveout, compatible id nvidia,ramoops
[ 0.000000] cma: Reserved 16 MiB at 0x00000000fdc00000
[ 0.000000] On node 0 totalpages: 1043456
[ 0.000000] DMA zone: 8192 pages used for memmap
[ 0.000000] DMA zone: 0 pages reserved
[ 0.000000] DMA zone: 519168 pages, LIFO batch:31
[ 0.000000] Normal zone: 8192 pages used for memmap
[ 0.000000] Normal zone: 524288 pages, LIFO batch:31
[ 0.000000] psci: probing for conduit method from DT.
[ 0.000000] psci: PSCIv1.0 detected in firmware.
[ 0.000000] psci: Using standard PSCI v0.2 function IDs
[ 0.000000] psci: MIGRATE_INFO_TYPE not supported.
[ 0.000000] PERCPU: Embedded 17 pages/cpu @ffffffc0ffe0f000 s31616 r8192 d29824 u69632
[ 0.000000] pcpu-alloc: s31616 r8192 d29824 u69632 alloc=17*4096
[ 0.000000] pcpu-alloc: [0] 0 [0] 1 [0] 2 [0] 3
[ 0.000000] CPU features: enabling workaround for ARM erratum 832075
[ 0.000000] Built 1 zonelists in Zone order, mobility grouping on. Total pages: 1027072
[ 0.183788] tegra_powergate_init: DONE
[ 0.183832] DTS File Name: /dvs/git/dirty/git-master_linux/kernel/kernel-4.4/arch/arm64/boot/dts/../../../../../../hardware/nvidia/platform/t210/jetson/kernel-dts/tegra210-jetson-tx1-p2597-2180-a01-devkit.dts
[ 0.183881] DTB Build time: Mar 1 2018 20:46:06
[ 0.186925] tegra_bpmp_of_clk_init: EMC proxy not found.
[ 0.186968] Error: Driver 'tegra-mc' is already registered, aborting...
[ 0.188468] platform tegra-carveouts: SMMU isn't ready yet
...
[ 0.504240] tegra-pcie 1003000.pcie-controller: 4x1, 1x1 configuration
[ 0.504312] tegra-pcie 1003000.pcie-controller: failed to get PHY: -517
[ 0.504340] tegra-pcie 1003000.pcie-controller: failed to get PHYs: -517
[ 0.508384] tsec 54500000.tsec: initialized
...
[ 7.233330] #1: tegra-snd-t210ref-mobile-rt565x
[ 7.242923] EXT4-fs (mmcblk1p1): couldn't mount as ext3 due to feature incompatibilities
[ 7.253545] EXT4-fs (mmcblk1p1): couldn't mount as ext2 due to feature incompatibilities
[ 7.317372] EXT4-fs (mmcblk1p1): mounted filesystem with ordered data mode. Opts: (null)
[ 7.327438] VFS: Mounted root (ext4 filesystem) on device 179:33.
[ 7.338215] devtmpfs: mounted
...
[ 7.343410] Freeing unused kernel memory: 1208K (ffffffc001168000 - ffffffc001296000)
[ 7.353284] Freeing alternatives memory: 76K (ffffffc001296000 - ffffffc0012a9000)
[ 7.378921] btb inv war enabled
[ 7.426487] tegra-pcie 1003000.pcie-controller: link 0 down, retrying
[ 7.507784] systemd[1]: System time before build time, advancing clock.
...
[ 7.696613] random: systemd-sysv-ge: uninitialized urandom read (16 bytes read, 115 bits of entropy available)
[ 7.843828] tegra-pcie 1003000.pcie-controller: link 0 down, retrying
[ 7.957198] systemd[1]: Listening on udev Kernel Socket.
...
[71336.247123] gvfsd-dnssd[1751]: unhandled level 2 translation fault (11) at 0x00000000, esr 0x92000006
[71336.261432] pgd = ffffffc0069cd000
[71336.268704] [00000000] *pgd=00000000869c9003, *pud=00000000869c9003, *pmd=0000000000000000
[71336.282007] CPU: 0 PID: 1751 Comm: gvfsd-dnssd Not tainted 4.4.38-tegra #1
...
[71336.406478] Library at 0x7f9af97408: 0x7f9af21000 /lib/aarch64-linux-gnu/libc-2.23.so
[71336.414348] Library at 0x4037a0: 0x400000 /usr/lib/gvfs/gvfsd-dnssd
[71336.420657] vdso base = 0x7f9b46a000
[71858.126508] IPVS: Creating netns size=1424 id=9
...
Hi,
Could you try to reinstalling build-essential?
sudo apt-get update
sudo apt-get install --reinstall build-essential
Thanks.
Hi ,
Thank you AastaLLL ,
yes , i have .
ubuntu@tegra-ubuntu:~$ which gcc
/usr/bin/gcc
the same problem
Hi,
Could you also try this on g++.
sudo apt-get install g++
Thanks.
No !!!
anyway ,
Thank you :)
Hi,
Sorry for the late reply.
Have this issue fixed in your side?
Thanks.