Philip Hyunsu Cho 71b0528a2f

GPU implementation of AFT survival objective and metric (#5714) ...

* Add interval accuracy

* De-virtualize AFT functions

* Lint

* Refactor AFT metric using GPU-CPU reducer

* Fix R build

* Fix build on Windows

* Fix copyright header

* Clang-tidy

* Fix crashing demo

* Fix typos in comment; explain GPU ID

* Remove unnecessary #include

* Add C++ test for interval accuracy

* Fix a bug in accuracy metric: use log pred

* Refactor AFT objective using GPU-CPU Transform

* Lint

* Fix lint

* Use Ninja to speed up build

* Use time, not /usr/bin/time

* Add cpu_build worker class, with concurrency = 1

* Use concurrency = 1 only for CUDA build

* concurrency = 1 for clang-tidy

* Address reviewer's feedback

* Update link to AFT paper

2020-07-17 01:18:13 -07:00

..

test_bitfield.cc

Cudf support. (#4745)

2019-08-19 16:51:40 +12:00

test_bitfield.cu

Upgrade clang-tidy on CI. (#5469)

2020-04-05 04:42:29 +08:00

test_charconv.cc

Implement fast number serialization routines. (#5772)

2020-06-17 12:39:23 +08:00

test_column_matrix.cc

Use ellpack for prediction only when sparsepage doesn't exist. (#5504)

2020-04-10 12:15:46 +08:00

test_compressed_iterator.cc

Fix CPU hist init for sparse dataset. (#4625)

2019-07-04 16:27:03 -07:00

test_config.cc

Make HostDeviceVector single gpu only (#4773)

2019-08-26 09:51:13 +12:00

test_device_helpers.cu

Implement GK sketching on GPU. (#5846)

2020-07-07 12:16:21 +08:00

test_gpu_compressed_iterator.cu

Fixed single-GPU tests. (#4053)

2019-01-11 09:33:15 +02:00

test_group_data.cc

Upgrade clang-tidy on CI. (#5469)

2020-04-05 04:42:29 +08:00

test_hist_util.cc

Cleanup on device sketch. (#5874)

2020-07-14 10:15:54 +08:00

test_hist_util.cu

Fix sketch size calculation. (#5898)

2020-07-17 08:33:16 +08:00

test_hist_util.h

Implement GK sketching on GPU. (#5846)

2020-07-07 12:16:21 +08:00

test_host_device_vector.cu

Implement Empty method for host device vector. (#5781)

2020-06-13 19:02:26 +08:00

test_io.cc

Use dmlc stream when URI protocol is not local file. (#5857)

2020-07-07 03:07:12 +08:00

test_json.cc

Add an option to run brute-force test for JSON round-trip (#5804)

2020-06-17 23:46:02 -07:00

test_monitor.cc

Disable parameter validation for Scikit-Learn interface. (#5167)

2020-01-07 11:17:31 +08:00

test_parameter.cc

Use `UpdateAllowUnknown' for non-model related parameter. (#4961)

2019-10-23 05:50:12 -04:00

test_partition_builder.cc

Implement GK sketching on GPU. (#5846)

2020-07-07 12:16:21 +08:00

test_probability_distribution.cc

GPU implementation of AFT survival objective and metric (#5714)

2020-07-17 01:18:13 -07:00

test_quantile.cu

Cleanup on device sketch. (#5874)

2020-07-14 10:15:54 +08:00

test_random.cc

Lazy initialization of device vector. (#5173)

2020-01-07 11:23:05 +08:00

test_span.cc

Implement GK sketching on GPU. (#5846)

2020-07-07 12:16:21 +08:00

test_span.cu

Implement fast number serialization routines. (#5772)

2020-06-17 12:39:23 +08:00

test_span.h

Export c++ headers in CMake installation. (#4897)

2019-10-06 23:53:09 -04:00

test_survival_util.cc

GPU implementation of AFT survival objective and metric (#5714)

2020-07-17 01:18:13 -07:00

test_threading_utils.cc

Implement GK sketching on GPU. (#5846)

2020-07-07 12:16:21 +08:00

test_transform_range.cc

Reduce span check overhead. (#5464)

2020-04-01 22:07:24 +08:00

test_transform_range.cu

Upgrade clang-tidy on CI. (#5469)

2020-04-05 04:42:29 +08:00

test_version.cc

Port patches from 1.0.0 branch (#5336)

2020-02-21 13:13:21 -08:00