Add `bytes_per_second` to transpose benchmark #14170

Blonck · 2023-09-22T10:34:59Z

This patch relates to #13735.

Benchmark: transpose_benchmark.txt

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davidwendt · 2023-09-22T12:26:59Z

/ok to test

This patch relates to rapidsai#13735.

harrism

Thanks for contributing this. Just one request for maintainability.

harrism · 2023-09-26T21:12:56Z

cpp/benchmarks/transpose/transpose.cpp

@@ -40,16 +40,29 @@ static void BM_transpose(benchmark::State& state)
    cuda_event_timer raii(state, true);
    auto output = cudf::transpose(input);
  }
+
+  // Collect memory statistics.
+  auto const bytes_read    = input.num_columns() * input.num_rows() * (sizeof(int32_t));


I would like to avoid potential future type mismatches that result in wrong bytes/s reports. So I think you should stash the type_id in a variable above:

constexpr auto column_type = cudf::type_id::INT32;

And then here use CUDF's id_to_type utility:

Suggested change

auto const bytes_read = input.num_columns() * input.num_rows() * (sizeof(int32_t));

auto const bytes_read = input.num_columns() * input.num_rows() * (sizeof(cudf::id_to_type(column_type)));

See https://docs.rapids.ai/api/libcudf/stable/group__utility__dispatcher#gad7e12b8accf60e7c0e500294e1ee8536

harrism · 2023-09-27T22:42:26Z

cpp/benchmarks/transpose/transpose.cpp

@@ -42,7 +44,7 @@ static void BM_transpose(benchmark::State& state)
  }

  // Collect memory statistics.
-  auto const bytes_read    = input.num_columns() * input.num_rows() * (sizeof(int32_t));
+  auto const bytes_read    = input.num_columns() * input.num_rows() * cudf::size_of(column_type);


💡 suggestion: ‏ This is one way to do it. But I think the way I suggested is a bit better because it all happens at compile time, whereas cudf::size_of() invokes the type dispatcher at run time. Not that it will affect benchmarks, but it just seems cleaner to use sizeof(cudf::id_to_type<column_type>).

harrism

Thanks @Blonck !

harrism · 2023-09-28T20:52:06Z

/ok to test

harrism

Thanks @Blonck !

PointKernel · 2023-09-28T23:21:02Z

@Blonck Can you please rebase with the latest branch-23.12 and fix the formatting issues?

cpp/benchmarks/transpose/transpose.cpp

wence- · 2023-10-02T08:07:11Z

cpp/benchmarks/transpose/transpose.cpp

+  auto const bytes_written = bytes_read;
+  // Account for nullability in input and output.
+  auto const null_bytes =
+    2 * input.num_columns() * cudf::bitmask_allocation_size_bytes(input.num_rows());


suggestion: ‏This one could also overflow, I think, perhaps:

Suggested change

2 * input.num_columns() * cudf::bitmask_allocation_size_bytes(input.num_rows());

2 * static_cast<uint64_t>(input.num_columns()) * cudf::bitmask_allocation_size_bytes(input.num_rows());

?

Are you sure about this one? Since the return type of cudf::bitmask_allocation_size_bytes is std::size_t which is either unsigned long or unsigned long long so for reasonable input sizes the integer type promotion will avoid the overflow (https://cppinsights.io/s/26f977cb).

That said, just having this discussion indicates I should've included an explicit cast upfront to clear up any potential confusion.

Left-to-right associativity means that this is evaluated as (2 * ncol) * nrow, the first multiplication is performed in size_type (AKA, int32_t), so that could overflow, no? Although I think these benchmarks are generally run with fewer than $2^{30}$ rows, there's in general no reason why they couldn't be (although the transpose performance will be terrible I grant you).

Why not just always put the thing that returns size_t (sizeof or bitmask_allocation_size_bytes) first in the arithmetic in all of these PRs?

Personally, I would keep the cast explicit to make visible what is happening, but I don't have a strong stance on it.

wence- · 2023-10-02T08:07:34Z

/ok to test

Co-authored-by: Lawrence Mitchell <[email protected]>

harrism · 2023-10-02T20:18:45Z

/ok to test

harrism · 2023-10-03T20:57:59Z

/ok to test

harrism · 2023-10-03T21:00:49Z

/ok to test

harrism · 2023-10-03T21:02:57Z

/merge

harrism · 2023-10-04T20:54:38Z

/ok to test

harrism · 2023-10-04T20:54:43Z

/merge

ttnghia · 2023-10-10T22:04:53Z

/merge

harrism · 2023-10-11T00:22:53Z

Wonder why my merge commands weren't accepted.

ttnghia · 2023-10-11T04:03:25Z

It means now github starts to realize that you are no longer cudf developer 😆

Blonck requested a review from a team as a code owner September 22, 2023 10:34

Blonck requested review from bdice and vuule September 22, 2023 10:35

github-actions bot added the libcudf Affects libcudf (C++/CUDA) code. label Sep 22, 2023

davidwendt added 3 - Ready for Review Ready for review by team improvement Improvement / enhancement to an existing function non-breaking Non-breaking change labels Sep 22, 2023

Blonck added 2 commits September 26, 2023 15:29

Add bytes_per_second to transpose benchmark

66f43e4

This patch relates to rapidsai#13735.

Run clang-format on transpose benchmark

d2676b5

Blonck force-pushed the processed_bytes_transpose_bench branch from ded8fa9 to d2676b5 Compare September 26, 2023 13:46

Blonck requested review from a team as code owners September 26, 2023 13:46

Blonck requested a review from charlesbluca September 26, 2023 13:46

Blonck changed the base branch from branch-23.10 to branch-23.12 September 26, 2023 13:46

wence- removed request for a team and charlesbluca September 26, 2023 14:00

harrism requested changes Sep 26, 2023

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harrism mentioned this pull request Sep 26, 2023

Add bytes_per_second to shift benchmark #13950

Merged

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Blonck added 3 commits September 27, 2023 08:21

Refactor column type in transpose benchmark

f594a81

Merge branch 'branch-23.12' into processed_bytes_transpose_bench

dcd9ef1

Fix transpose benchmark type issue

60845b7

harrism reviewed Sep 27, 2023

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Blonck added 2 commits September 28, 2023 14:48

Merge branch 'branch-23.12' into processed_bytes_transpose_bench

05e1afa

Change way column type is handled in transpose bench

e9280cc

harrism approved these changes Sep 28, 2023

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PointKernel approved these changes Sep 28, 2023

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Blonck added 2 commits September 30, 2023 14:00

Merge branch 'branch-23.12' into processed_bytes_transpose_bench

4187495

Fix code style in transpose benchmark

c50a5ef

bdice reviewed Sep 30, 2023

View reviewed changes

cpp/benchmarks/transpose/transpose.cpp Outdated Show resolved Hide resolved

Avoid potential integer overflow in transpose benchmark.

8083756

wence- reviewed Oct 2, 2023

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Update cpp/benchmarks/transpose/transpose.cpp

e6d9f24

Co-authored-by: Lawrence Mitchell <[email protected]>

Fix code style in transpose benchmark

82cbcf9

Merge branch 'branch-23.12' into processed_bytes_transpose_bench

ed8aa1e

Blonck and others added 2 commits October 4, 2023 16:55

Merge branch 'branch-23.12' into processed_bytes_transpose_bench

943b9f3

Merge branch 'branch-23.12' into processed_bytes_transpose_bench

09f10d8

rapids-bot bot merged commit c0c7ed8 into rapidsai:branch-23.12 Oct 10, 2023
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GregoryKimball mentioned this pull request Nov 3, 2023

[FEA] Add bytes_per_second to all libcudf benchmarks #13735

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Add `bytes_per_second` to transpose benchmark #14170

Add `bytes_per_second` to transpose benchmark #14170

Blonck commented Sep 22, 2023

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ttnghia commented Oct 10, 2023

harrism commented Oct 11, 2023

ttnghia commented Oct 11, 2023

	auto const bytes_read = input.num_columns() * input.num_rows() * (sizeof(int32_t));
	auto const bytes_read = input.num_columns() * input.num_rows() * (sizeof(cudf::id_to_type(column_type)));

	2 * input.num_columns() * cudf::bitmask_allocation_size_bytes(input.num_rows());
	2 * static_cast<uint64_t>(input.num_columns()) * cudf::bitmask_allocation_size_bytes(input.num_rows());

Add bytes_per_second to transpose benchmark #14170

Add bytes_per_second to transpose benchmark #14170

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Blonck commented Sep 22, 2023

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ttnghia commented Oct 11, 2023

Add `bytes_per_second` to transpose benchmark #14170

Add `bytes_per_second` to transpose benchmark #14170