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tiny-cuda-nn,python3Packages.tiny-cuda-nn: init 1.6 #218166

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merged 1 commit into from
Mar 20, 2023

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@ConnorBaker ConnorBaker commented Feb 25, 2023

Description of changes

Adds tiny-cuda-nn, both as a C++ library (which I haven't tested because I don't know C++) and as a Python module (which I have tested -- see the end of this post for a flake to reproduce).

Things done
  • Built on platform(s)
    • x86_64-linux
    • aarch64-linux
    • x86_64-darwin
    • aarch64-darwin
  • For non-Linux: Is sandbox = true set in nix.conf? (See Nix manual)
  • Tested, as applicable:
  • Tested compilation of all packages that depend on this change using nix-shell -p nixpkgs-review --run "nixpkgs-review rev HEAD". Note: all changes have to be committed, also see nixpkgs-review usage
  • Tested basic functionality of all binary files (usually in ./result/bin/)
  • 23.05 Release Notes (or backporting 22.11 Release notes)
    • (Package updates) Added a release notes entry if the change is major or breaking
    • (Module updates) Added a release notes entry if the change is significant
    • (Module addition) Added a release notes entry if adding a new NixOS module
  • Fits CONTRIBUTING.md.

Here's a reproducer with a flake: https://github.com/ConnorBaker/tiny-cuda-nn.

You may need to change the cudaCapabilities in the flake to your card.

Functionality can be verified by running the sample from the devShell:

[connorbaker@fedora tiny-cuda-nn]$ python samples/mlp_learning_an_image_pytorch.py
================================================================
This script replicates the behavior of the native CUDA example  
mlp_learning_an_image.cu using tiny-cuda-nn's PyTorch extension.
================================================================
NetworkWithInputEncoding(n_input_dims=2, n_output_dims=1, seed=1337, dtype=torch.float16, hyperparams={'encoding': {'base_resolution': 16, 'hash': 'CoherentPrime', 'interpolation': 'Linear', 'log2_hashmap_size': 15, 'n_features_per_level': 2, 'n_levels': 16, 'otype': 'Grid', 'per_level_scale': 1.5, 'type': 'Hash'}, 'network': {'activation': 'ReLU', 'n_hidden_layers': 2, 'n_neurons': 64, 'otype': 'FullyFusedMLP', 'output_activation': 'None'}, 'otype': 'NetworkWithInputEncoding'})
/nix/store/rhkj4djr20zwqdfnp2ys23p90gif8dqy-python3-3.10.9-env/lib/python3.10/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at /tmp/nix-build-python3.10-torch-1.13.1.drv-0/source/aten/src/ATen/native/TensorShape.cpp:3190.)
  return _VF.meshgrid(tensors, **kwargs)  # type: ignore[attr-defined]
Writing 'reference.jpg'... done.
Beginning optimization with 10000000 training steps.
/home/connorbaker/Documents/tiny-cuda-nn/samples/mlp_learning_an_image_pytorch.py:70: TracerWarning: torch.tensor results are registered as constants in the trace. You can safely ignore this warning if you use this function to create tensors out of constant variables that would be the same every time you call this function. In any other case, this might cause the trace to be incorrect.
  xs = xs * torch.tensor([shape[1], shape[0]], device=xs.device).float()
Step#0: loss=9.1796875 time=464315[µs]
Writing '0.jpg'... done.
Step#10: loss=0.229736328125 time=14935[µs]
Writing '10.jpg'... done.
Step#100: loss=0.01377105712890625 time=130469[µs]
Writing '100.jpg'... done.
Step#1000: loss=0.0027217864990234375 time=1239846[µs]
Writing '1000.jpg'... done.

@ofborg ofborg bot added 10.rebuild-darwin: 0 This PR does not cause any packages to rebuild on Darwin 10.rebuild-linux: 0 This PR does not cause any packages to rebuild on Linux labels Feb 25, 2023
@SomeoneSerge SomeoneSerge added the 6.topic: cuda Parallel computing platform and API label Feb 25, 2023
@ConnorBaker ConnorBaker marked this pull request as ready for review February 26, 2023 17:00
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cc @NixOS/cuda-maintainers

@ConnorBaker
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Unrelated, but looking at the size of the closure, it's almost 15GB!

/nix/store/881ip7k4sljszx9kgyfs00r0gbvplyy1-nix-shell 6.6K 14.8G

Nearly 12GB comes from torch:

/nix/store/g4n2xyq8w541r7zxs07x6aasbz0sp4m2-python3.10-torch-1.13.1-dev 24.3M 11.6G
[connorbaker@fedora tiny-cuda-nn]$ nix path-info -rsSh ./result 
/nix/store/02b4q735cdp11skkjqdk2m6fl7wd8910-tzdata-2022g                                	   2.0M	   2.0M
/nix/store/lz07bz3ay279l2p9fpap929b73f2mq5w-libunistring-1.0                            	   1.7M	   1.7M
/nix/store/03hlr2k7619mngrx0xml9gspxs538inb-libidn2-2.3.2                               	 256.7K	   2.0M
/nix/store/jdjpni8kq3i95dj1d49nlf9m10wl0kqq-libunistring-1.0                            	   1.7M	   1.7M
/nix/store/na1irnycfp8z5mab0g5jvrnhnscsaqsb-libidn2-2.3.2                               	 254.1K	   2.0M
/nix/store/lqz6hmd86viw83f9qll2ip87jhb7p1ah-glibc-2.35-224                              	  28.9M	  30.8M
/nix/store/2sbvvb4a86953sxn05gnrfkmali7wvp0-libXdmcp-1.1.3                              	  31.6K	  30.9M
/nix/store/y68a044xy6mrysszvpf50hadls4ijj61-libXau-1.0.9                                	  23.4K	  30.9M
/nix/store/g9wiz0czjlhippnyd3p6v10wvj9if4yy-libxcb-1.14                                 	   1.3M	  32.2M
/nix/store/b6dyy0mxd4xhkkimlm0v8g0pbq0qpay5-libX11-1.8.3                                	   2.6M	  34.8M
/nix/store/2240471gsys943kbdwpqnffzg6sav0li-libXrender-0.9.10                           	  53.6K	  34.9M
/nix/store/2a6yagz3pa8kiawg5mk2js70f8kwqzqd-bzip2-1.0.8                                 	  79.5K	  30.9M
/nix/store/9dz5lmff9ywas225g6cpn34s0wbldnxa-zlib-1.2.13                                 	 125.6K	  31.0M
/nix/store/9pdbnv128m77c9g3sr840vk0gfg94zy0-brotli-1.0.9-lib                            	   1.7M	  32.5M
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/nix/store/kxyymi9ywi3ajhap2irq8zqjk8msa7yg-dejavu-fonts-minimal-2.37                   	 742.6K	 742.6K
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/nix/store/s6slp93zplkd70zsahrvsp615vlcy2i8-fontconfig-2.14.0-lib                       	 360.8K	  37.9M
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/nix/store/i7iqa6jry20sli8h5ja30afa95hsghl6-fribidi-1.0.12                              	 237.5K	  31.1M
/nix/store/2vx26jr5gib9ppjc6bxw03xrc9z3mf8c-util-linux-minimal-2.38.1-lib               	   1.6M	  32.5M
/nix/store/3lbgw28yzqxf96wvr8frbpsb8khz19yl-pcre2-10.42                                 	   1.8M	  32.6M
/nix/store/rxm8zji9mijl6hghi9gyazfmi24xcxjj-pcre-8.45                                   	 514.4K	  31.3M
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/nix/store/jzh15bi6zablx3d9s928w3lgqy6and91-glib-2.74.3                                 	  13.1M	  49.2M
/nix/store/k88zxp7cvd5gpharprhg9ah0vhz2asq7-gcc-12.2.0-lib                              	   7.8M	  38.6M
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/nix/store/r7d1qf7l4767ksh8awx44jaxpnmm33fs-libXext-1.3.4                               	  94.2K	  34.9M
/nix/store/2nmbapxhrl1yv752f9aiy67kmgnclbmk-libglvnd-1.6.0                              	   2.5M	  37.4M
/nix/store/yma1kl8g80yl6m485b1p8hphxv28288j-pixman-0.42.2                               	 787.2K	  31.6M
/nix/store/vvzy4pkshya199mdgv053f14n0ji332n-cairo-1.16.0                                	   1.8M	  65.3M
/nix/store/0mpma5p8jrf8giv43fi5zlw3aby563kk-libdatrie-2019-12-20-lib                    	  42.2K	  30.9M
/nix/store/ychcr25gy9akhpzkskw992nb8d4h7m42-libthai-0.1.29                              	 627.1K	  31.5M
/nix/store/06kjhnjp3b9k2r2wfbsgj6vjf6r6sbqa-pango-1.50.12                               	 843.4K	  77.7M
/nix/store/w3qi8zxj01mn4i92r8asmyljm42ps401-gmp-with-cxx-6.2.1                          	 729.2K	  39.3M
/nix/store/09j8gdvywyyszay6y5aczij45njqq7v6-nettle-3.8.1                                	 666.7K	  40.0M
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/nix/store/rp105if73inzqr3pm7817aqhfnndzbd6-zstd-1.5.2                                  	   1.1M	  39.7M
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/nix/store/0pyymzxf7n0fzpaqnvwv92ab72v3jq8d-python3-3.10.9                              	  82.9M	 131.3M
/nix/store/0f0xy6w3spvch0kgm3sm7qn97ryv1aqh-python3.10-olefile-0.46                     	 176.2K	 131.5M
/nix/store/0fq5vrcm20v4yrkx6apvfziwxj8znsfi-audiofile-0.3.6                             	 335.5K	  39.0M
/nix/store/0g7006grqrr1xikp5v3hb8c7rj3iv6b0-vulkan-loader-1.3.236.0                     	 607.4K	  31.4M
/nix/store/xhi9f9gw4ycpikw15jgfkcwv679xp44x-glibc-2.35-224                              	  28.1M	  30.0M
/nix/store/4czl3vv6s5cjmawknj9g09jb8dns3mnm-libXau-1.0.9                                	  22.3K	  30.0M
/nix/store/bj184qsy92w2kd27glg98m872dw693sv-libXdmcp-1.1.3                              	  26.4K	  30.0M
/nix/store/pl8sa7w2pycqmvb95wrx1x228iagz914-libxcb-1.14                                 	   1.3M	  31.4M
/nix/store/10c9sw8gfashnfmzknzgdic57v6vnjf8-libX11-1.8.3                                	   2.6M	  34.0M
/nix/store/k1wc77gyrxs4fs8agb8az3jkc9fbgs6l-libXext-1.3.4                               	  94.8K	  34.1M
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/nix/store/478fqhkz8mhva1wz8d3jlnm3xrdvsda2-db-4.8.30                                   	   3.4M	  42.0M
/nix/store/bx079w1lv8wds8jz7bsjw4ahnpajx5xz-audit-2.8.5                                 	 714.1K	  33.1M
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/nix/store/jwlr603mdcq2lkaqpxmg9kkp2acszb1n-acl-2.3.1                                   	 108.9K	  31.0M
/nix/store/7w1s50i8yplw2gkpf9hpha6n9vci8g98-coreutils-9.1                               	   1.4M	  40.9M
/nix/store/g5rki6d2wnz5av7x9kwnfzmfppj5sr72-kexec-tools-2.0.25                          	 237.0K	  31.2M
/nix/store/h4mynp9fg0h5g0njs41437dv0gwl2q0z-bash-interactive-5.2-p15                    	   6.9M	  41.8M
/nix/store/i4cg4jyfwav2843b141iq0nswqd6nagm-libcap-2.66-lib                             	  78.0K	  30.9M
/nix/store/khsxb6d5qbs60jq56lmncy7i0slwq9h1-kmod-30-lib                                 	 120.4K	  40.6M
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/nix/store/rkx76ks9fqis40bdidb7bb7bcc9pzg3d-libseccomp-2.5.4-lib                        	 138.9K	  31.0M
/nix/store/rma0wk4ryapmms9f7lp11lnm4i02vyk3-getent-glibc-2.35-224                       	 528.0 	  33.8M
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/nix/store/kj1hi99d4w5489y7nbikadadsvvkr87b-gnugrep-3.7                                 	 773.2K	  32.1M
/nix/store/7pn4xhvb9sa8x7ff727ipwq5723zgr9s-zstd-1.5.2-bin                              	 307.9K	  42.8M
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/nix/store/s2v9fg0jla4952p807d8la3xbmnzskam-kbd-2.5.1                                   	   2.6M	  55.1M
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/nix/store/0pzxh4laqmk9as01qxmvaih8brlb8wa1-libdrm-2.4.114                              	 537.8K	  31.4M
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@ConnorBaker
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@samuela any thoughts/chance you could review this? New package, so nothing to rebuild :)

@ofborg ofborg bot added 8.has: package (new) This PR adds a new package 11.by: package-maintainer This PR was created by the maintainer of the package it changes 10.rebuild-linux: 1-10 and removed 10.rebuild-linux: 0 This PR does not cause any packages to rebuild on Linux labels Mar 9, 2023
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samuela commented Mar 13, 2023

Hmm nixpkgs-review is not happy for some reason:

error: attribute 'torch' missing

       at /home/sam.ainsworth/.cache/nixpkgs-review/pr-218166-2/nixpkgs/pkgs/development/libraries/science/math/tiny-cuda-nn/default.nix:13:12:

           12|   inherit (lib) lists strings;
           13|   inherit (pythonPackages.torch) cudaPackages cudaSupport;
             |            ^
           14|   inherit (cudaPackages) cudaFlags cudatoolkit;
(use '--show-trace' to show detailed location information)
nix --experimental-features nix-command --system x86_64-linux eval --json --impure --no-allow-import-from-derivation --expr (import /nix/store/7cmyqf2hzimhbavnp7glp5jig18inndl-nixpkgs-review-2.8.0/lib/python3.10/site-packages/nixpkgs_review/nix/evalAttrs.nix { allowAliases = false; attr-json = /tmp/tmpiehc2x2r; }) failed to run, /tmp/tmpiehc2x2r was stored inspection
https://github.com/NixOS/nixpkgs/pull/218166 failed to build

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This pull request has been mentioned on NixOS Discourse. There might be relevant details there:

https://discourse.nixos.org/t/tweag-nix-dev-update-45/26397/1

@ConnorBaker ConnorBaker force-pushed the feat/tiny-cuda-nn branch 2 times, most recently from baf6288 to 6fa517f Compare March 17, 2023 18:43
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Result of nixpkgs-review pr 218166 --extra-nixpkgs-config '{ allowUnfree = true; cudaSupport = true; cudaForwardCompat = false; cudaCapabilities = [ "8.6" ]; }' run on x86_64-linux 1

2 packages built:
  • python310Packages.tiny-cuda-nn
  • tiny-cuda-nn

@ConnorBaker ConnorBaker changed the title tiny-cuda-nn: init 1.6 tiny-cuda-nn,python3Packages.tiny-cuda-nn: init 1.6 Mar 18, 2023
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Result of nixpkgs-review pr 218166 --extra-nixpkgs-config '{ cudaCapabilities = [ "8.6" ]; cudaSupport = true; }' run on x86_64-linux 1

2 packages built:
  • python310Packages.tiny-cuda-nn
  • tiny-cuda-nn

@samuela samuela merged commit 49fd723 into NixOS:master Mar 20, 2023
@ConnorBaker ConnorBaker deleted the feat/tiny-cuda-nn branch March 20, 2023 18:19
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@samuela I was actually going to manually check runtime, but otoh I guess I was too slow anyway 🙃

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samuela commented Mar 20, 2023

Ah my apologies @SomeoneSerge ! I did not realize that you were still taking a look at this one!

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This pull request has been mentioned on NixOS Discourse. There might be relevant details there:

https://discourse.nixos.org/t/tweag-nix-dev-update-46/26872/1

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6.topic: cuda Parallel computing platform and API 6.topic: python 8.has: package (new) This PR adds a new package 10.rebuild-darwin: 0 This PR does not cause any packages to rebuild on Darwin 10.rebuild-linux: 1-10 11.by: package-maintainer This PR was created by the maintainer of the package it changes
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