Switch workflows to use new nightly iree-turbine packages.

[ScottTodd]

This simplification will help with #584.

Nightly releases of iree-turbine are now being built thanks to iree-org/iree-turbine#314 and published at the same index as the other IREE packages thanks to iree-org/iree#19391.

[archana-ramalingam]

QQ: Shouldn't installing iree-turbine get us the latest/relevant version of compiler and runtime. Do we have to explicitly install/update them too?

[ScottTodd]

Ah. Good question. It does.

pip install --find-links https://iree.dev/pip-release-links.html iree-turbine --upgrade --pre

Collecting iree-turbine
  Downloading https://github.com/iree-org/iree-turbine/releases/download/dev-wheels/iree_turbine-3.1.0rc20241206-py3-none-any.whl (292 kB)
     ---------------------------------------- 292.3/292.3 kB 18.8 MB/s eta 0:00:00
Collecting numpy
  Downloading numpy-2.2.0rc1-cp311-cp311-win_amd64.whl (12.9 MB)
     ---------------------------------------- 12.9/12.9 MB 81.8 MB/s eta 0:00:00
Collecting iree-base-compiler
  Downloading https://github.com/iree-org/iree/releases/download/iree-3.1.0rc20241206/iree_base_compiler-3.1.0rc20241206-cp311-cp311-win_amd64.whl (49.3 MB)
     ---------------------------------------- 49.3/49.3 MB 34.4 MB/s eta 0:00:00
Collecting iree-base-runtime
  Downloading https://github.com/iree-org/iree/releases/download/iree-3.1.0rc20241206/iree_base_runtime-3.1.0rc20241206-cp311-cp311-win_amd64.whl (5.3 MB)
     ---------------------------------------- 5.3/5.3 MB 15.5 MB/s eta 0:00:00

pip freeze

filelock==3.16.1
fsspec==2024.10.0
iree-base-compiler==3.1.0rc20241206
iree-base-runtime==3.1.0rc20241206
iree-turbine==3.1.0rc20241206
Jinja2==3.1.4
MarkupSafe==3.0.2
ml_dtypes==0.5.0
mpmath==1.3.0
networkx==3.4.2
numpy==2.2.0rc1
sympy==1.13.1
torch==2.5.1
typing_extensions==4.12.2

On one hand, we could do the minimal thing and install just iree-turbine and let it pull the other deps. On the other, we could be explicit, which I think I like more, given how we do directly use some of the underlying packages:

[marbre]

Nice! I also prefer being explicit and not letting iree-turbine pulling in the IREE base packages.