💬 ชาวเน็ตแห่แชร์: NVIDIA/cccl/pull/

NaderAlAwar · 2025-04-04T22:45:36Z

Description

closes #3799
closes #2548

This should only be merged after #4350

Checklist

New or existing tests cover these changes.
The documentation is up to date with these changes.

…T for now, and add missing ITEMS_PER_THREAD

…llel

…y info to avoid unnecessary instantiations

…llel

oleksandr-pavlyk · 2025-04-15T14:04:52Z

+  return error;
+}
+
+CUresult cccl_device_ascending_radix_sort(


Why not have single cccl_device_radix_sort which dispatches at run-time to cccl_device_radix_sort_impl<cub::SortOrder::Ascending> or cccl_device_radix_sort_impl<cub::SortOrder::Descending>?

oleksandr-pavlyk · 2025-04-15T14:32:05Z

+    cub::DoubleBuffer<indirect_arg_t> d_keys_buffer(
+      static_cast<indirect_arg_t*>(d_keys_in.state), static_cast<indirect_arg_t*>(d_keys_out.state));
+    cub::DoubleBuffer<indirect_arg_t> d_values_buffer(
+      static_cast<indirect_arg_t*>(d_values_in.state), static_cast<indirect_arg_t*>(d_values_out.state));


Suggested change

cub::DoubleBuffer<indirect_arg_t> d_keys_buffer(

static_cast<indirect_arg_t*>(d_keys_in.state), static_cast<indirect_arg_t*>(d_keys_out.state));

cub::DoubleBuffer<indirect_arg_t> d_values_buffer(

static_cast<indirect_arg_t*>(d_values_in.state), static_cast<indirect_arg_t*>(d_values_out.state));

indirect_arg_t key_arg1 = {d_keys_in};

indirect_arg_t key_arg2 = {d_keys_out};

cub::DoubleBuffer<indirect_arg_t> d_keys_buffer(&key_arg1, &key_arg2);

indirect_arg_t val_arg1 = {d_values_in};

indirect_arg_t val_arg2 = {d_values_out};

cub::DoubleBuffer<indirect_arg_t> d_values_buffer(&val_arg1, &val_arg2);

NaderAlAwar · 2025-04-16T13:21:13Z

/ok to test 57bdd7d

github-actions · 2025-04-16T14:57:39Z

🟨 CI finished in 1h 34m: Pass: 80%/5 | Total: 1h 06m | Avg: 13m 14s | Max: 34m 26s | Hits: 98%/324

🟨 python: Pass: 66%/3 | Total: 29m 15s | Avg: 9m 45s | Max: 18m 47s

🚨 jobs: cuda.parallel 🚨
  🟩 cuda.cccl          Pass: 100%/1   | Total:  3m 27s | Avg:  3m 27s | Max:  3m 27s
  🟩 cuda.cooperative   Pass: 100%/1   | Total: 18m 47s | Avg: 18m 47s | Max: 18m 47s
  🔥 cuda.parallel      Pass:   0%/1   | Total:  7m 01s | Avg:  7m 01s | Max:  7m 01s
🟨 cpu
  🟨 amd64              Pass:  66%/3   | Total: 29m 15s | Avg:  9m 45s | Max: 18m 47s
🟨 ctk
  🟨 12.8               Pass:  66%/3   | Total: 29m 15s | Avg:  9m 45s | Max: 18m 47s
🟨 cudacxx
  🟨 nvcc12.8           Pass:  66%/3   | Total: 29m 15s | Avg:  9m 45s | Max: 18m 47s
🟨 cudacxx_family
  🟨 nvcc               Pass:  66%/3   | Total: 29m 15s | Avg:  9m 45s | Max: 18m 47s
🟨 cxx
  🟨 GCC13              Pass:  66%/3   | Total: 29m 15s | Avg:  9m 45s | Max: 18m 47s
🟨 cxx_family
  🟨 GCC                Pass:  66%/3   | Total: 29m 15s | Avg:  9m 45s | Max: 18m 47s
🟨 gpu
  🟨 rtx2080            Pass:  66%/3   | Total: 29m 15s | Avg:  9m 45s | Max: 18m 47s

🟩 cccl_c_parallel: Pass: 100%/2 | Total: 36m 56s | Avg: 18m 28s | Max: 34m 26s | Hits: 98%/324

🟩 cpu
  🟩 amd64              Pass: 100%/2   | Total: 36m 56s | Avg: 18m 28s | Max: 34m 26s | Hits:  98%/324   
🟩 ctk
  🟩 12.8               Pass: 100%/2   | Total: 36m 56s | Avg: 18m 28s | Max: 34m 26s | Hits:  98%/324   
🟩 cudacxx
  🟩 nvcc12.8           Pass: 100%/2   | Total: 36m 56s | Avg: 18m 28s | Max: 34m 26s | Hits:  98%/324   
🟩 cudacxx_family
  🟩 nvcc               Pass: 100%/2   | Total: 36m 56s | Avg: 18m 28s | Max: 34m 26s | Hits:  98%/324   
🟩 cxx
  🟩 GCC13              Pass: 100%/2   | Total: 36m 56s | Avg: 18m 28s | Max: 34m 26s | Hits:  98%/324   
🟩 cxx_family
  🟩 GCC                Pass: 100%/2   | Total: 36m 56s | Avg: 18m 28s | Max: 34m 26s | Hits:  98%/324   
🟩 gpu
  🟩 rtx2080            Pass: 100%/2   | Total: 36m 56s | Avg: 18m 28s | Max: 34m 26s | Hits:  98%/324   
🟩 jobs
  🟩 Build              Pass: 100%/1   | Total:  2m 30s | Avg:  2m 30s | Max:  2m 30s | Hits:  98%/162   
  🟩 Test               Pass: 100%/1   | Total: 34m 26s | Avg: 34m 26s | Max: 34m 26s | Hits:  98%/162

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🏃‍ Runner counts (total jobs: 5)

#	Runner
4	`linux-amd64-gpu-rtx2080-latest-1`
1	`linux-amd64-cpu16`

NaderAlAwar · 2025-04-17T15:59:00Z

/ok to test e1f3250

github-actions · 2025-04-17T16:36:27Z

🟨 CI finished in 35m 42s: Pass: 80%/5 | Total: 1h 05m | Avg: 13m 07s | Max: 32m 00s | Hits: 98%/324

🟨 python: Pass: 66%/3 | Total: 31m 10s | Avg: 10m 23s | Max: 17m 26s

🚨 jobs: cuda.parallel 🚨
  🟩 cuda.cccl          Pass: 100%/1   | Total:  7m 54s | Avg:  7m 54s | Max:  7m 54s
  🟩 cuda.cooperative   Pass: 100%/1   | Total: 17m 26s | Avg: 17m 26s | Max: 17m 26s
  🔥 cuda.parallel      Pass:   0%/1   | Total:  5m 50s | Avg:  5m 50s | Max:  5m 50s
🟨 cpu
  🟨 amd64              Pass:  66%/3   | Total: 31m 10s | Avg: 10m 23s | Max: 17m 26s
🟨 ctk
  🟨 12.8               Pass:  66%/3   | Total: 31m 10s | Avg: 10m 23s | Max: 17m 26s
🟨 cudacxx
  🟨 nvcc12.8           Pass:  66%/3   | Total: 31m 10s | Avg: 10m 23s | Max: 17m 26s
🟨 cudacxx_family
  🟨 nvcc               Pass:  66%/3   | Total: 31m 10s | Avg: 10m 23s | Max: 17m 26s
🟨 cxx
  🟨 GCC13              Pass:  66%/3   | Total: 31m 10s | Avg: 10m 23s | Max: 17m 26s
🟨 cxx_family
  🟨 GCC                Pass:  66%/3   | Total: 31m 10s | Avg: 10m 23s | Max: 17m 26s
🟨 gpu
  🟨 rtx2080            Pass:  66%/3   | Total: 31m 10s | Avg: 10m 23s | Max: 17m 26s

🟩 cccl_c_parallel: Pass: 100%/2 | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits: 98%/324

🟩 cpu
  🟩 amd64              Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 ctk
  🟩 12.8               Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 cudacxx
  🟩 nvcc12.8           Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 cudacxx_family
  🟩 nvcc               Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 cxx
  🟩 GCC13              Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 cxx_family
  🟩 GCC                Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 gpu
  🟩 rtx2080            Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 jobs
  🟩 Build              Pass: 100%/1   | Total:  2m 29s | Avg:  2m 29s | Max:  2m 29s | Hits:  98%/162   
  🟩 Test               Pass: 100%/1   | Total: 32m 00s | Avg: 32m 00s | Max: 32m 00s | Hits:  98%/162

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	CCCL Infrastructure
	libcu++
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🏃‍ Runner counts (total jobs: 5)

#	Runner
4	`linux-amd64-gpu-rtx2080-latest-1`
1	`linux-amd64-cpu16`

github-actions · 2025-04-18T13:27:16Z

🟨 CI finished in 21h 26m: Pass: 80%/5 | Total: 1h 05m | Avg: 13m 10s | Max: 32m 00s | Hits: 98%/324

🟨 python: Pass: 66%/3 | Total: 31m 23s | Avg: 10m 27s | Max: 17m 26s

🚨 jobs: cuda.parallel 🚨
  🟩 cuda.cccl          Pass: 100%/1   | Total:  7m 54s | Avg:  7m 54s | Max:  7m 54s
  🟩 cuda.cooperative   Pass: 100%/1   | Total: 17m 26s | Avg: 17m 26s | Max: 17m 26s
  🔥 cuda.parallel      Pass:   0%/1   | Total:  6m 03s | Avg:  6m 03s | Max:  6m 03s
🟨 cpu
  🟨 amd64              Pass:  66%/3   | Total: 31m 23s | Avg: 10m 27s | Max: 17m 26s
🟨 ctk
  🟨 12.8               Pass:  66%/3   | Total: 31m 23s | Avg: 10m 27s | Max: 17m 26s
🟨 cudacxx
  🟨 nvcc12.8           Pass:  66%/3   | Total: 31m 23s | Avg: 10m 27s | Max: 17m 26s
🟨 cudacxx_family
  🟨 nvcc               Pass:  66%/3   | Total: 31m 23s | Avg: 10m 27s | Max: 17m 26s
🟨 cxx
  🟨 GCC13              Pass:  66%/3   | Total: 31m 23s | Avg: 10m 27s | Max: 17m 26s
🟨 cxx_family
  🟨 GCC                Pass:  66%/3   | Total: 31m 23s | Avg: 10m 27s | Max: 17m 26s
🟨 gpu
  🟨 rtx2080            Pass:  66%/3   | Total: 31m 23s | Avg: 10m 27s | Max: 17m 26s

🟩 cccl_c_parallel: Pass: 100%/2 | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits: 98%/324

🟩 cpu
  🟩 amd64              Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 ctk
  🟩 12.8               Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 cudacxx
  🟩 nvcc12.8           Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 cudacxx_family
  🟩 nvcc               Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 cxx
  🟩 GCC13              Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 cxx_family
  🟩 GCC                Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 gpu
  🟩 rtx2080            Pass: 100%/2   | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits:  98%/324   
🟩 jobs
  🟩 Build              Pass: 100%/1   | Total:  2m 29s | Avg:  2m 29s | Max:  2m 29s | Hits:  98%/162   
  🟩 Test               Pass: 100%/1   | Total: 32m 00s | Avg: 32m 00s | Max: 32m 00s | Hits:  98%/162

👃 Inspect Changes

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Modifications in project or dependencies?

	Project
	CCCL Infrastructure
	libcu++
	CUB
	Thrust
	CUDA Experimental
	stdpar
+/-	python
+/-	CCCL C Parallel Library
	Catch2Helper

🏃‍ Runner counts (total jobs: 5)

#	Runner
4	`linux-amd64-gpu-rtx2080-latest-1`
1	`linux-amd64-cpu16`

oleksandr-pavlyk

Thank you @NaderAlAwar , LGTM!

github-actions · 2025-04-18T14:04:48Z

🟨 CI finished in 23m 07s: Pass: 66%/3 | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s

🟨 python: Pass: 66%/3 | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s

🚨 jobs: cuda.parallel 🚨
  🟩 cuda.cccl          Pass: 100%/1   | Total:  3m 16s | Avg:  3m 16s | Max:  3m 16s
  🟩 cuda.cooperative   Pass: 100%/1   | Total: 23m 07s | Avg: 23m 07s | Max: 23m 07s
  🔥 cuda.parallel      Pass:   0%/1   | Total:  6m 46s | Avg:  6m 46s | Max:  6m 46s
🟨 cpu
  🟨 amd64              Pass:  66%/3   | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s
🟨 ctk
  🟨 12.8               Pass:  66%/3   | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s
🟨 cudacxx
  🟨 nvcc12.8           Pass:  66%/3   | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s
🟨 cudacxx_family
  🟨 nvcc               Pass:  66%/3   | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s
🟨 cxx
  🟨 GCC13              Pass:  66%/3   | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s
🟨 cxx_family
  🟨 GCC                Pass:  66%/3   | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s
🟨 gpu
  🟨 rtx2080            Pass:  66%/3   | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s

👃 Inspect Changes

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+/-	python
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#	Runner
3	`linux-amd64-gpu-rtx2080-latest-1`

github-actions · 2025-04-20T19:44:48Z

🟩 CI finished in 17m 08s: Pass: 100%/3 | Total: 29m 26s | Avg: 9m 48s | Max: 17m 07s

🟩 python: Pass: 100%/3 | Total: 29m 26s | Avg: 9m 48s | Max: 17m 07s

🟩 cpu
  🟩 amd64              Pass: 100%/3   | Total: 29m 26s | Avg:  9m 48s | Max: 17m 07s
🟩 ctk
  🟩 12.8               Pass: 100%/3   | Total: 29m 26s | Avg:  9m 48s | Max: 17m 07s
🟩 cudacxx
  🟩 nvcc12.8           Pass: 100%/3   | Total: 29m 26s | Avg:  9m 48s | Max: 17m 07s
🟩 cudacxx_family
  🟩 nvcc               Pass: 100%/3   | Total: 29m 26s | Avg:  9m 48s | Max: 17m 07s
🟩 cxx
  🟩 GCC13              Pass: 100%/3   | Total: 29m 26s | Avg:  9m 48s | Max: 17m 07s
🟩 cxx_family
  🟩 GCC                Pass: 100%/3   | Total: 29m 26s | Avg:  9m 48s | Max: 17m 07s
🟩 gpu
  🟩 rtx2080            Pass: 100%/3   | Total: 29m 26s | Avg:  9m 48s | Max: 17m 07s
🟩 jobs
  🟩 cuda.cccl          Pass: 100%/1   | Total:  5m 56s | Avg:  5m 56s | Max:  5m 56s
  🟩 cuda.cooperative   Pass: 100%/1   | Total: 17m 07s | Avg: 17m 07s | Max: 17m 07s
  🟩 cuda.parallel      Pass: 100%/1   | Total:  6m 23s | Avg:  6m 23s | Max:  6m 23s

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+/-	python
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+/-	python
	CCCL C Parallel Library
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🏃‍ Runner counts (total jobs: 3)

#	Runner
3	`linux-amd64-gpu-rtx2080-latest-1`

NaderAlAwar added 30 commits March 12, 2025 15:50

Add KernelSource template parameter radix sort dispatch

f4e6727

Add launcher factory as a template parameter

d8289b6

Use dynamic policy instead of static

f7fbd07

Dynamically decide to call onesweep kernel

42ff630

Remove constexpr due to dynamic policy

b331c22

Make unique_by_key API consistent with existing c.parallel algorithms

6f78851

Add radix sort headers

977d29f

Merge branch 'main' into radix-sort-c-parallel

86ca351

Add initial implementations of radix sort

446bcc6

Add different policies needed for radix sort

33cfdde

Add policies and begin working on src template

bd22699

Finish work on policies and build and improve support for decomposer

df5d212

Fix compilation errors

a009671

Add initial radix sort and begin working on fixing nvrtc errors

5faed4d

Fix transposed items_per_thread and block_threads, disable Decomposer…

b9bf1fb

…T for now, and add missing ITEMS_PER_THREAD

Fix debug log print

8d03bb8

Merge branch 'radix-sort-dynamic-cub-dispatch' into radix-sort-c-para…

725242c

…llel

Allow passing NullType as values

6e02796

Fix ItemsPerThread accessor in policies

b3f3fb5

Adjust policies to prevent memory op assertion and fix small array test

35cf16b

Add descending sort test

a18ce18

Get more tests working and hardcode some policy values

780be8b

Merge branch 'main' into radix-sort-dynamic-cub-dispatch

4679e61

Merge branch 'radix-sort-dynamic-cub-dispatch' into radix-sort-c-para…

59916da

…llel

Added a guard to decide whether to use compile-time or run-time polic…

e329b31

…y info to avoid unnecessary instantiations

Merge branch 'radix-sort-dynamic-cub-dispatch' into radix-sort-c-para…

8378366

…llel

Change segmented radix sort signature for now

598e142

Vary ascending/descending in test case

516407b

Add tests and adjust radix sort policies

18a107a

Fix wrong value type used to instatiate kernels

d7769d0

oleksandr-pavlyk reviewed Apr 15, 2025

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Comment thread python/cuda_parallel/cuda/parallel/experimental/algorithms/_radix_sort.py Outdated

oleksandr-pavlyk reviewed Apr 15, 2025

View reviewed changes

Comment thread python/cuda_parallel/tests/test_radix_sort_api.py Outdated

oleksandr-pavlyk reviewed Apr 15, 2025

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NaderAlAwar added 7 commits April 15, 2025 19:14

Merge branch 'main' into radix-sort-c-parallel

569afa5

address comments

bb9bb0b

Add missing includes

2f04556

Fix DoubleBuffer creation

182f30e

Merge branch 'radix-sort-c-parallel' into radix-sort-python-wrappers

7d71fb0

Use new c parallel API

38d58b1

REmove unused file

57bdd7d

NaderAlAwar added 2 commits April 16, 2025 20:38

Address comments

3be7e88

Merge branch 'radix-sort-c-parallel' into radix-sort-python-wrappers

e1f3250

NaderAlAwar marked this pull request as ready for review April 18, 2025 13:27

cccl-authenticator-app Bot moved this from In Progress to In Review in CCCL Apr 18, 2025

NaderAlAwar added 2 commits April 18, 2025 13:27

Merge branch 'main' into radix-sort-python-wrappers

b939c85

Address comments

0af8f3a

NaderAlAwar requested a review from oleksandr-pavlyk April 18, 2025 13:32

oleksandr-pavlyk approved these changes Apr 18, 2025

View reviewed changes

Use smaller sizes due to OOM errors

77d20af

NaderAlAwar merged commit 8306d99 into NVIDIA:main Apr 21, 2025

github-project-automation Bot moved this from In Review to Done in CCCL Apr 21, 2025

NaderAlAwar mentioned this pull request Apr 21, 2025

[BUG]: cuda.parallel, recent radix_sort PR broke SASS LDL/STL testing #4507

Closed

1 task

-    cub::DoubleBuffer<indirect_arg_t> d_keys_buffer(
-      static_cast<indirect_arg_t*>(d_keys_in.state), static_cast<indirect_arg_t*>(d_keys_out.state));
-    cub::DoubleBuffer<indirect_arg_t> d_values_buffer(
-      static_cast<indirect_arg_t*>(d_values_in.state), static_cast<indirect_arg_t*>(d_values_out.state));
+    indirect_arg_t key_arg1 = {d_keys_in};
+    indirect_arg_t key_arg2 = {d_keys_out};
+    cub::DoubleBuffer<indirect_arg_t> d_keys_buffer(&key_arg1, &key_arg2);
+    indirect_arg_t val_arg1 = {d_values_in};
+    indirect_arg_t val_arg2 = {d_values_out};
+    cub::DoubleBuffer<indirect_arg_t> d_values_buffer(&val_arg1, &val_arg2);

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github-actions Bot commented Apr 16, 2025

🟨 python: Pass: 66%/3 | Total: 29m 15s | Avg: 9m 45s | Max: 18m 47s

🟩 cccl_c_parallel: Pass: 100%/2 | Total: 36m 56s | Avg: 18m 28s | Max: 34m 26s | Hits: 98%/324

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NaderAlAwar commented Apr 17, 2025

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github-actions Bot commented Apr 17, 2025

🟨 python: Pass: 66%/3 | Total: 31m 10s | Avg: 10m 23s | Max: 17m 26s

🟩 cccl_c_parallel: Pass: 100%/2 | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits: 98%/324

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github-actions Bot commented Apr 18, 2025

🟨 python: Pass: 66%/3 | Total: 31m 23s | Avg: 10m 27s | Max: 17m 26s

🟩 cccl_c_parallel: Pass: 100%/2 | Total: 34m 29s | Avg: 17m 14s | Max: 32m 00s | Hits: 98%/324

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🏃‍ Runner counts (total jobs: 5)

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github-actions Bot commented Apr 18, 2025

🟨 python: Pass: 66%/3 | Total: 33m 09s | Avg: 11m 03s | Max: 23m 07s

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github-actions Bot commented Apr 20, 2025

🟩 python: Pass: 100%/3 | Total: 29m 26s | Avg: 9m 48s | Max: 17m 07s

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NaderAlAwar commented Apr 4, 2025 •

edited

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oleksandr-pavlyk Apr 15, 2025 •

edited

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