Frustrated with lack of introspection into cost of evaluating a single attribute.
Sad nix-community/nix-eval-jobs#251 is not implemented.
Using https://github.com/ConnorBaker/cuda-packages/tree/main at commit 371d9ee216cde9060a8528c447ee5cc6fd230296:
$ nix eval --allow-unsafe-native-code-during-evaluation --json .#legacyPackages.x86_64-linux.adaCudaPackagesDrvAttrEval | jqadaCudaPackagesDrvAttrEval is defined here: https://github.com/ConnorBaker/cuda-packages/blob/371d9ee216cde9060a8528c447ee5cc6fd230296/flake.nix#L118
We get the following output, where we can see the cost of evaluating every derivation in a package set!
Details
[
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.backendStdenv",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"backendStdenv"
],
"drvPath": "/nix/store/sjy7k71b2dzyj1vbdf3hkx2gigzjd0fa-stdenv-linux.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "stdenv-linux",
"stats": {
"cpuTime": 0.115126,
"envs": {
"bytes": 4180512,
"elements": 314694,
"number": 207870
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 118845344
},
"list": {
"bytes": 570624,
"concats": 9406,
"elements": 71328
},
"nrAvoided": 252214,
"nrExprs": 140813,
"nrFunctionCalls": 178753,
"nrLookups": 107663,
"nrOpUpdateValuesCopied": 4160152,
"nrOpUpdates": 17939,
"nrPrimOpCalls": 107258,
"nrThunks": 574253,
"sets": {
"bytes": 76806288,
"elements": 4745985,
"number": 54408
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 276042,
"number": 28282
},
"time": {
"cpu": 0.115126,
"gc": 0.001,
"gcFraction": 0.00868614
},
"values": {
"bytes": 22643784,
"number": 943491
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_cccl",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_cccl"
],
"drvPath": "/nix/store/f5zxzr907yfg8kl8q962nzgkqlkwa8qn-cuda12.6-cuda_cccl-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_cccl-12.6.77",
"stats": {
"cpuTime": 0.155897,
"envs": {
"bytes": 6326024,
"elements": 476174,
"number": 314579
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149807104
},
"list": {
"bytes": 811520,
"concats": 16566,
"elements": 101440
},
"nrAvoided": 375791,
"nrExprs": 186052,
"nrFunctionCalls": 273662,
"nrLookups": 157242,
"nrOpUpdateValuesCopied": 4931968,
"nrOpUpdates": 30934,
"nrPrimOpCalls": 156450,
"nrThunks": 753115,
"sets": {
"bytes": 92154288,
"elements": 5680419,
"number": 79224
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389277,
"number": 37347
},
"time": {
"cpu": 0.155897,
"gc": 0.001,
"gcFraction": 0.00641449
},
"values": {
"bytes": 30347928,
"number": 1264497
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_cudart",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_cudart"
],
"drvPath": "/nix/store/g4c3rqzsxmdir2yw2ijmsbs2d7rfvhcm-cuda12.6-cuda_cudart-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_cudart-12.6.77",
"stats": {
"cpuTime": 0.160478,
"envs": {
"bytes": 6484288,
"elements": 488081,
"number": 322455
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 150812416
},
"list": {
"bytes": 832376,
"concats": 17001,
"elements": 104047
},
"nrAvoided": 384116,
"nrExprs": 186078,
"nrFunctionCalls": 280407,
"nrLookups": 161245,
"nrOpUpdateValuesCopied": 4942250,
"nrOpUpdates": 31676,
"nrPrimOpCalls": 159449,
"nrThunks": 763753,
"sets": {
"bytes": 92468448,
"elements": 5697886,
"number": 81392
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389296,
"number": 37349
},
"time": {
"cpu": 0.160478,
"gc": 0.001,
"gcFraction": 0.00623138
},
"values": {
"bytes": 30666984,
"number": 1277791
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_cuobjdump",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_cuobjdump"
],
"drvPath": "/nix/store/ml487knvjqlypr6iis12gvxga39y55w0-cuda12.6-cuda_cuobjdump-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_cuobjdump-12.6.77",
"stats": {
"cpuTime": 0.15305,
"envs": {
"bytes": 6324976,
"elements": 476104,
"number": 314518
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149796208
},
"list": {
"bytes": 811200,
"concats": 16565,
"elements": 101400
},
"nrAvoided": 375728,
"nrExprs": 186052,
"nrFunctionCalls": 273608,
"nrLookups": 157218,
"nrOpUpdateValuesCopied": 4931924,
"nrOpUpdates": 30934,
"nrPrimOpCalls": 156431,
"nrThunks": 753063,
"sets": {
"bytes": 92152240,
"elements": 5680311,
"number": 79204
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389277,
"number": 37347
},
"time": {
"cpu": 0.15305,
"gc": 0.001,
"gcFraction": 0.00653381
},
"values": {
"bytes": 30346032,
"number": 1264418
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_cupti",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_cupti"
],
"drvPath": "/nix/store/mpj6y6fffrjjwa2ipr7iwbkwgn6rvagz-cuda12.6-cuda_cupti-12.6.80.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_cupti-12.6.80",
"stats": {
"cpuTime": 0.146735,
"envs": {
"bytes": 6333856,
"elements": 476754,
"number": 314978
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149863008
},
"list": {
"bytes": 812928,
"concats": 16577,
"elements": 101616
},
"nrAvoided": 376228,
"nrExprs": 186052,
"nrFunctionCalls": 274005,
"nrLookups": 157380,
"nrOpUpdateValuesCopied": 4933001,
"nrOpUpdates": 30985,
"nrPrimOpCalls": 156562,
"nrThunks": 753581,
"sets": {
"bytes": 92181984,
"elements": 5681998,
"number": 79376
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389277,
"number": 37347
},
"time": {
"cpu": 0.146735,
"gc": 0.001,
"gcFraction": 0.00681501
},
"values": {
"bytes": 30361776,
"number": 1265074
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_cuxxfilt",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_cuxxfilt"
],
"drvPath": "/nix/store/nrmz1ny20sxb5m286sc8a223gfhgbx6j-cuda12.6-cuda_cuxxfilt-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_cuxxfilt-12.6.77",
"stats": {
"cpuTime": 0.157355,
"envs": {
"bytes": 6328056,
"elements": 476310,
"number": 314697
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149816368
},
"list": {
"bytes": 812160,
"concats": 16568,
"elements": 101520
},
"nrAvoided": 375917,
"nrExprs": 186052,
"nrFunctionCalls": 273766,
"nrLookups": 157290,
"nrOpUpdateValuesCopied": 4932056,
"nrOpUpdates": 30934,
"nrPrimOpCalls": 156488,
"nrThunks": 753219,
"sets": {
"bytes": 92158384,
"elements": 5680635,
"number": 79264
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389277,
"number": 37347
},
"time": {
"cpu": 0.157355,
"gc": 0.001,
"gcFraction": 0.00635506
},
"values": {
"bytes": 30351624,
"number": 1264651
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_demo_suite",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_demo_suite"
],
"drvPath": "/nix/store/yaz2gxaa30xvm4akrmi761l05aidc3w1-cuda12.6-cuda_demo_suite-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_demo_suite-12.6.77",
"stats": {
"cpuTime": 0.275731,
"envs": {
"bytes": 13244104,
"elements": 998746,
"number": 656767
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 223508304
},
"list": {
"bytes": 1618792,
"concats": 40819,
"elements": 202349
},
"nrAvoided": 778623,
"nrExprs": 280935,
"nrFunctionCalls": 580476,
"nrLookups": 312958,
"nrOpUpdateValuesCopied": 6466850,
"nrOpUpdates": 76230,
"nrPrimOpCalls": 327787,
"nrThunks": 1288743,
"sets": {
"bytes": 124405712,
"elements": 7625238,
"number": 150119
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 452807,
"number": 43459
},
"time": {
"cpu": 0.275731,
"gc": 0.001,
"gcFraction": 0.00362672
},
"values": {
"bytes": 50095320,
"number": 2087305
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_documentation",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_documentation"
],
"drvPath": "/nix/store/fj3w0wyx5gxpbp7kq5bz5rchplbsfr7w-cuda12.6-cuda_documentation-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_documentation-12.6.77",
"stats": {
"cpuTime": 0.142362,
"envs": {
"bytes": 6328104,
"elements": 476372,
"number": 314641
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149817392
},
"list": {
"bytes": 811016,
"concats": 16572,
"elements": 101377
},
"nrAvoided": 375865,
"nrExprs": 186052,
"nrFunctionCalls": 273704,
"nrLookups": 157257,
"nrOpUpdateValuesCopied": 4932721,
"nrOpUpdates": 30985,
"nrPrimOpCalls": 156453,
"nrThunks": 753293,
"sets": {
"bytes": 92169344,
"elements": 5681328,
"number": 79256
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389277,
"number": 37347
},
"time": {
"cpu": 0.142362,
"gc": 0.001,
"gcFraction": 0.00702435
},
"values": {
"bytes": 30351144,
"number": 1264631
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_gdb",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_gdb"
],
"drvPath": "/nix/store/1fw82bqk4hb7dxiah50wk1khmdpich5b-cuda12.6-cuda_gdb-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_gdb-12.6.77",
"stats": {
"cpuTime": 0.150245,
"envs": {
"bytes": 6344744,
"elements": 477593,
"number": 315500
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149922256
},
"list": {
"bytes": 813272,
"concats": 16626,
"elements": 101659
},
"nrAvoided": 376864,
"nrExprs": 186052,
"nrFunctionCalls": 274483,
"nrLookups": 157682,
"nrOpUpdateValuesCopied": 4934152,
"nrOpUpdates": 31069,
"nrPrimOpCalls": 156875,
"nrThunks": 754357,
"sets": {
"bytes": 92204944,
"elements": 5683378,
"number": 79431
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389277,
"number": 37347
},
"time": {
"cpu": 0.150245,
"gc": 0.001,
"gcFraction": 0.0066558
},
"values": {
"bytes": 30379320,
"number": 1265805
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_nsight",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_nsight"
],
"drvPath": "/nix/store/6f824zszz264j2ylkdlk4vypiipa8y9x-cuda12.6-cuda_nsight-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_nsight-12.6.77",
"stats": {
"cpuTime": 0.158374,
"envs": {
"bytes": 6329072,
"elements": 476437,
"number": 314697
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149829536
},
"list": {
"bytes": 811384,
"concats": 16572,
"elements": 101423
},
"nrAvoided": 375924,
"nrExprs": 186052,
"nrFunctionCalls": 273753,
"nrLookups": 157280,
"nrOpUpdateValuesCopied": 4932777,
"nrOpUpdates": 30985,
"nrPrimOpCalls": 156469,
"nrThunks": 753349,
"sets": {
"bytes": 92171872,
"elements": 5681462,
"number": 79280
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389277,
"number": 37347
},
"time": {
"cpu": 0.158374,
"gc": 0.001,
"gcFraction": 0.00631417
},
"values": {
"bytes": 30353136,
"number": 1264714
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_nvcc",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_nvcc"
],
"drvPath": "/nix/store/gm6p459y92wz0hd2v0qx6igyncmcgsdh-cuda12.6-cuda_nvcc-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_nvcc-12.6.77",
"stats": {
"cpuTime": 0.146566,
"envs": {
"bytes": 6338568,
"elements": 477124,
"number": 315197
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149895936
},
"list": {
"bytes": 812944,
"concats": 16596,
"elements": 101618
},
"nrAvoided": 376488,
"nrExprs": 186078,
"nrFunctionCalls": 274195,
"nrLookups": 157498,
"nrOpUpdateValuesCopied": 4933434,
"nrOpUpdates": 31023,
"nrPrimOpCalls": 156661,
"nrThunks": 753922,
"sets": {
"bytes": 92192384,
"elements": 5682601,
"number": 79423
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389296,
"number": 37349
},
"time": {
"cpu": 0.146566,
"gc": 0.001,
"gcFraction": 0.00682286
},
"values": {
"bytes": 30369672,
"number": 1265403
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_nvdisasm",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_nvdisasm"
],
"drvPath": "/nix/store/1zhd3bad3chjp0zxcqhmanwywcvywzn9-cuda12.6-cuda_nvdisasm-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_nvdisasm-12.6.77",
"stats": {
"cpuTime": 0.150325,
"envs": {
"bytes": 6324976,
"elements": 476104,
"number": 314518
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149796208
},
"list": {
"bytes": 811200,
"concats": 16565,
"elements": 101400
},
"nrAvoided": 375728,
"nrExprs": 186052,
"nrFunctionCalls": 273608,
"nrLookups": 157218,
"nrOpUpdateValuesCopied": 4931924,
"nrOpUpdates": 30934,
"nrPrimOpCalls": 156431,
"nrThunks": 753063,
"sets": {
"bytes": 92152240,
"elements": 5680311,
"number": 79204
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389277,
"number": 37347
},
"time": {
"cpu": 0.150325,
"gc": 0.001,
"gcFraction": 0.00665225
},
"values": {
"bytes": 30346032,
"number": 1264418
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_nvml_dev",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_nvml_dev"
],
"drvPath": "/nix/store/gp75nfvs6i350mvg0m5dsir4dw7615jj-cuda12.6-cuda_nvml_dev-12.6.77.drv",
"error": "evaluation warning: cudaPackages.cudaVersion is deprecated, use cudaPackages.cudaMajorMinorVersion instead\n",
"name": "cuda12.6-cuda_nvml_dev-12.6.77",
"stats": {
"cpuTime": 0.157321,
"envs": {
"bytes": 6334096,
"elements": 476771,
"number": 314991
},
"gc": {
"cycles": 1,
"heapSize": 402915328,
"totalBytes": 149863008
},
"list": {
"bytes": 812968,
"concats": 16578,
"elements": 101621
},
"nrAvoided": 376241,
"nrExprs": 186052,
"nrFunctionCalls": 274014,
"nrLookups": 157387,
"nrOpUpdateValuesCopied": 4933040,
"nrOpUpdates": 30985,
"nrPrimOpCalls": 156565,
"nrThunks": 753597,
"sets": {
"bytes": 92182976,
"elements": 5682056,
"number": 79380
},
"sizes": {
"Attr": 16,
"Bindings": 16,
"Env": 8,
"Value": 24
},
"symbols": {
"bytes": 389277,
"number": 37347
},
"time": {
"cpu": 0.157321,
"gc": 0.001,
"gcFraction": 0.00635643
},
"values": {
"bytes": 30362184,
"number": 1265091
}
},
"system": "x86_64-linux"
},
{
"attr": "legacyPackages.x86_64-linux.ada.cudaPackages.cuda_nvprof",
"attrPath": [
"legacyPackages",
"x86_64-linux",
"ada",
"cudaPackages",
"cuda_nvprof"
],
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]How? By using a fun primop: https://github.com/NixOS/nix/blob/3db75b00602a7a937c1e983e01c071100102c18c/src/libexpr/primops.cc#L376
I use a function which makes a list of attribute paths to the derivations in my package set: https://github.com/ConnorBaker/cuda-packages/blob/371d9ee216cde9060a8528c447ee5cc6fd230296/upstreamable-lib/attrsets.nix#L196.
Then I map over that with another function which takes a flake ref and an attribute path to a derivation on that flake and runs nix to evaluate it: https://github.com/ConnorBaker/cuda-packages/blob/371d9ee216cde9060a8528c447ee5cc6fd230296/cuda-lib/utils.nix#L108.
This isn't recursive nix -- it's way less safe and much more cursed!