1. For JSON files that contains repeated measurements of run-time
axis values, make sure that scripts compares corresponding
reference entries.
If cmp had two states with the same name and ref had two, we
would compare measurements for each state in cmp against the
first state in ref.
Change here introduces counters tracking how many times each
particular axis value, and retrieve corresponding entry in ref.
Previously, I had
```
| BlockSize | NumBlocks | Ref Time | Ref Noise | Cmp Time | Cmp Noise | Diff | %Diff | Status |
|-------------|-------------|------------|-------------|------------|-------------|-----------|---------|----------|
| 2^8 | 64 | 1.776 ms | 0.46% | 1.777 ms | 0.40% | 1.024 us | 0.06% | SAME |
| 2^8 | 64 | 1.776 ms | 0.46% | 1.774 ms | 0.52% | -2.048 us | -0.12% | SAME |
| 2^8 | 64 | 1.776 ms | 0.46% | 1.773 ms | 0.52% | -3.072 us | -0.17% | SAME |
| 2^8 | 64 | 1.776 ms | 0.46% | 1.774 ms | 0.58% | -2.048 us | -0.12% | SAME |
| 2^8 | 64 | 1.776 ms | 0.46% | 1.773 ms | 0.58% | -3.072 us | -0.17% | SAME |
```
and now it becomes
```
| BlockSize | NumBlocks | Ref Time | Ref Noise | Cmp Time | Cmp Noise | Diff | %Diff | Status |
|-------------|-------------|------------|-------------|------------|-------------|-----------|---------|----------|
| 2^8 | 64 | 1.776 ms | 0.46% | 1.777 ms | 0.40% | 1.024 us | 0.06% | SAME |
| 2^8 | 64 | 1.773 ms | 0.64% | 1.774 ms | 0.52% | 1.024 us | 0.06% | SAME |
| 2^8 | 64 | 1.774 ms | 0.46% | 1.773 ms | 0.52% | -1.024 us | -0.06% | SAME |
| 2^8 | 64 | 1.773 ms | 0.46% | 1.774 ms | 0.58% | 1.024 us | 0.06% | SAME |
| 2^8 | 64 | 1.774 ms | 0.52% | 1.773 ms | 0.58% | -1.024 us | -0.06% | SAME |
```
With the following raw data expected
```
(py313) opavlyk@NV-22T4X34:~/repos/nvbench$ jq '. | .benchmarks[] | .states[] | .summaries[] | select(.tag == "nv/cold/time/gpu/median") | .data[] | .value' base.json
"0.0017756160497665405"
"0.0017725440263748169"
"0.001773568034172058"
"0.0017725440263748169"
"0.001773568034172058"
(py313) opavlyk@NV-22T4X34:~/repos/nvbench$ jq '. | .benchmarks[] | .states[] | .summaries[] | select(.tag == "nv/cold/time/gpu/median") | .data[] | .value' test.json
"0.0017766400575637818"
"0.001773568034172058"
"0.0017725440263748169"
"0.001773568034172058"
"0.0017725440263748169"
```
2. nvbench_compare changes from using min_noise = min(ref_noise, cmp_noise) to using max_noise = max(ref_noise, cmp_noise)
Using larger of ref and cmp noise level as a reference against which to gauge timing difference ratio makes more sense.
* Introduce function colorize to modularize colorization/no-color handling
* Use sns.set_theme instead of deprecated sns.set()
* Use str.format instead of legacy % syntax
* Simplified iteration over list
Use f-string (supported since Python 3.6) instead of str.format for
better readability and performance
* Add cuda architectures to build wheel for
* Package scripts in wheel
* Separate cuda major version extraction to fix architecutre selection logic
* Add back statement printing cuda version
* [pre-commit.ci] auto code formatting
---------
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
