pyVkFFT test results

pyvkfft: 2023.1.1, VkFFFT:1.3.0 CUDA: driver 12.1.0, runtime 11.7.0, compiled 11.7.0 host : scisoft12

Methodology: the included graphs measure the accuracy of the forward and backward transforms: an array is generated with random uniform values between -0.5 and 0.5, and the results of its transform are compared with either pyfftw (in long double precision) if available, or scipy if available, or numpy fft. The L2 curve measures the average square norm difference, and the L_∞ the maximum difference.

Note: for the R2C inverse transform, the result of the forward transform is used instead of re-using the random array (in order to have a proper half-Hermitian array), contrary to what is done for other transforms. This explains why the IFFT R2C maximum (L_∞) errors are larger.

Note 2: some "errors" for DCT may be due to unsupported sizes in VkFFT, which vary depending on the card and language used (amount of shared/local memory). So they just indicate a current limit for the transform sizes rather than a real error.

[Click on the highlighted cells for details and accuracy graphs vs the transform size]

GPU	backend	transform	ndim	range	radix	dtype	inplace	LUT	norm	time-duration	FAIL	ERROR
-	cupy	Regular multi-dimensional C2C/R2C/DCT test								2023-07-03 10h24:33 +00h 10m 44s	0
pyvkfft-test --nproc 8 --range-mb 0 4100 --backend cupy ERRORS: ====================================================================== test_c2c [pyvkfft.test.test_fft.TestFFT]: ---------------------------------------------------------------------- multiprocessing.pool.RemoteTraceback: """ Traceback (most recent call last): File "/home/esrf/favre/miniconda3/envs/pynx-py311-cu11.7/lib/python3.11/multiprocessing/pool.py", line 125, in worker result = (True, func(args, kwds)) ^^^^^^^^^^^^^^^^^^^ File "/home/esrf/favre/miniconda3/envs/pynx-py311-cu11.7/lib/python3.11/site-packages/pyvkfft/accuracy.py", line 549, in test_accuracy_kwargs return test_accuracy(*kwargs) ^^^^^^^^^^^^^^^^^^^^^^^ File "/home/esrf/favre/miniconda3/envs/pynx-py311-cu11.7/lib/python3.11/site-packages/pyvkfft/accuracy.py", line 390, in test_accuracy n2, ni = l2(d, d1_gpu.get()), li(d, d1_gpu.get()) ^^^^^^^^^^^^ File "cupy/_core/core.pyx", line 1777, in cupy._core.core._ndarray_base.get File "cupy/_core/core.pyx", line 1841, in cupy._core.core._ndarray_base.get File "cupy/_core/core.pyx", line 2656, in cupy._core.core._internal_ascontiguousarray File "cupy/_core/core.pyx", line 2787, in cupy._core.core._ndarray_init File "cupy/_core/core.pyx", line 241, in cupy._core.core._ndarray_base._init_fast File "cupy/cuda/memory.pyx", line 742, in cupy.cuda.memory.alloc File "cupy/cuda/memory.pyx", line 1419, in cupy.cuda.memory.MemoryPool.malloc File "cupy/cuda/memory.pyx", line 1440, in cupy.cuda.memory.MemoryPool.malloc File "cupy/cuda/memory.pyx", line 1120, in cupy.cuda.memory.SingleDeviceMemoryPool.malloc File "cupy/cuda/memory.pyx", line 1141, in cupy.cuda.memory.SingleDeviceMemoryPool._malloc File "cupy/cuda/memory.pyx", line 1379, in cupy.cuda.memory.SingleDeviceMemoryPool._try_malloc cupy.cuda.memory.OutOfMemoryError: Out of memory allocating 564,480,000 bytes (allocated so far: 564,480,000 bytes). """ The above exception was the direct cause of the following exception: Traceback (most recent call last): File "/home/esrf/favre/miniconda3/envs/pynx-py311-cu11.7/lib/python3.11/site-packages/pyvkfft/test/test_fft.py", line 426, in test_c2c self.run_fft_parallel(vkwargs) File "/home/esrf/favre/miniconda3/envs/pynx-py311-cu11.7/lib/python3.11/site-packages/pyvkfft/test/test_fft.py", line 360, in run_fft_parallel for res in pool.imap(test_accuracy_kwargs, vkwargs): File "/home/esrf/favre/miniconda3/envs/pynx-py311-cu11.7/lib/python3.11/multiprocessing/pool.py", line 873, in next raise value cupy.cuda.memory.OutOfMemoryError: Out of memory allocating 564,480,000 bytes (allocated so far: 564,480,000 bytes).
gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 10h35:20 +00h 04m 10s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 10h39:33 +00h 02m 30s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 10h42:06 +00h 10m 27s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 10h52:38 +00h 03m 43s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 10h56:23 +00h 01m 35s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 10h58:00 +00h 01m 59s [ 118 tests]	0	0

gtx	cupy		1	2-1500	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h00:01 +00h 01m 01s [ 299 tests]	0	0

gtx	cupy		2	2-1024 (N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h01:04 +00h 01m 30s [ 245 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h02:36 +00h 03m 51s [ 165 tests]	0	0

gtx	cupy		1	2-4096	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h06:29 +00h 00m 49s [ 489 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h07:20 +00h 01m 14s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h08:36 +00h 01m 51s [ 165 tests]	0	0

gtx	cupy		1	2-4096	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h10:29 +00h 00m 49s [ 489 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h11:20 +00h 01m 13s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h12:36 +00h 01m 52s [ 165 tests]	0	0

gtx	cupy		1	3-4096	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h14:30 +00h 01m 09s [ 488 tests]	0	0

gtx	cupy		2	3-2047 (N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h15:41 +00h 01m 37s [ 348 tests]	0	0

gtx	cupy		3	3-500 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	1	2023-07-03 11h17:21 +00h 02m 12s [ 164 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 11h19:35 +00h 04m 23s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 11h24:00 +00h 04m 25s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 11h28:27 +00h 34m 52s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h03:22 +00h 04m 05s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h07:28 +00h 01m 54s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h09:25 +00h 06m 23s [ 118 tests]	0	0

gtx	cupy		1	2-760	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h15:52 +00h 00m 40s [ 209 tests]	0	0

gtx	cupy		2	2-512 (N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h16:34 +00h 00m 57s [ 168 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h17:33 +00h 10m 16s [ 165 tests]	0	0

gtx	cupy		1	2-3071	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h27:51 +00h 00m 45s [ 424 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h28:38 +00h 01m 18s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h29:58 +00h 04m 31s [ 165 tests]	0	0

gtx	cupy		1	2-3071	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h34:32 +00h 00m 44s [ 424 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h35:18 +00h 01m 18s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h36:40 +00h 04m 33s [ 165 tests]	0	0

gtx	cupy		1	3-3071	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h41:15 +00h 01m 03s [ 423 tests]	0	0

gtx	cupy		2	3-2047 (N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h42:21 +00h 01m 42s [ 348 tests]	0	0

gtx	cupy		3	3-500 (N,N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	1	2023-07-03 12h44:05 +00h 05m 08s [ 164 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 12h49:15 +00h 04m 02s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 12h53:19 +00h 02m 29s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 12h55:50 +00h 04m 43s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h00:35 +00h 03m 48s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h04:30 +00h 01m 34s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h06:06 +00h 01m 26s [ 118 tests]	0	0

gtx	cupy		1	2-1500	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h07:33 +00h 01m 02s [ 299 tests]	0	0

gtx	cupy		2	2-1024 (N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h08:37 +00h 01m 29s [ 245 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h10:08 +00h 03m 10s [ 165 tests]	0	0

gtx	cupy		1	2-4096	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h13:20 +00h 00m 49s [ 489 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h14:11 +00h 01m 14s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h15:27 +00h 01m 31s [ 165 tests]	0	0

gtx	cupy		1	2-4096	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h17:00 +00h 00m 49s [ 489 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h17:51 +00h 01m 14s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h19:07 +00h 01m 30s [ 165 tests]	0	0

gtx	cupy		1	3-4096	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h20:39 +00h 01m 10s [ 488 tests]	0	0

gtx	cupy		2	3-2047 (N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h21:51 +00h 01m 37s [ 348 tests]	0	0

gtx	cupy		3	3-500 (N,N,N)	2,3,5,7,11,13	float32	inplace	Auto	1	2023-07-03 13h23:30 +00h 01m 48s [ 164 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 13h25:20 +00h 04m 23s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 13h29:46 +00h 03m 26s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 13h33:14 +00h 14m 00s [ 168 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 13h47:16 +00h 04m 06s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 13h51:24 +00h 01m 57s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 13h53:25 +00h 03m 06s [ 118 tests]	0	0

gtx	cupy		1	2-760	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 13h56:35 +00h 00m 40s [ 209 tests]	0	0

gtx	cupy		2	2-512 (N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 13h57:17 +00h 00m 56s [ 168 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 13h58:15 +00h 05m 51s [ 165 tests]	0	0

gtx	cupy		1	2-3071	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 14h04:09 +00h 00m 45s [ 424 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 14h04:55 +00h 01m 18s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 14h06:15 +00h 02m 33s [ 165 tests]	0	0

gtx	cupy		1	2-3071	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 14h08:51 +00h 00m 45s [ 424 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 14h09:37 +00h 01m 18s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 14h10:57 +00h 02m 31s [ 165 tests]	0	0

gtx	cupy		1	3-3071	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 14h13:31 +00h 01m 02s [ 423 tests]	0	0

gtx	cupy		2	3-2047 (N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 14h14:35 +00h 01m 42s [ 348 tests]	0	0

gtx	cupy		3	3-500 (N,N,N)	2,3,5,7,11,13	float64	inplace	Auto	1	2023-07-03 14h16:19 +00h 02m 53s [ 164 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h19:13 +00h 04m 10s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h23:26 +00h 02m 34s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h26:03 +00h 10m 33s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h36:39 +00h 03m 47s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h40:28 +00h 01m 40s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h42:12 +00h 02m 01s [ 118 tests]	0	0

gtx	cupy		1	2-1500	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h44:17 +00h 01m 02s [ 299 tests]	0	0

gtx	cupy		2	2-1024 (N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h45:21 +00h 01m 31s [ 245 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h46:55 +00h 03m 53s [ 165 tests]	0	0

gtx	cupy		1	2-4096	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h50:49 +00h 00m 51s [ 489 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h51:43 +00h 01m 17s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h53:01 +00h 01m 53s [ 165 tests]	0	0

gtx	cupy		1	2-4096	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h54:56 +00h 00m 51s [ 489 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h55:49 +00h 01m 16s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h57:07 +00h 01m 53s [ 165 tests]	0	0

gtx	cupy		1	3-4096	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 14h59:02 +00h 01m 11s [ 488 tests]	0	0

gtx	cupy		2	3-2047 (N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 15h00:15 +00h 01m 38s [ 348 tests]	0	0

gtx	cupy		3	3-500 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	True	1	2023-07-03 15h01:56 +00h 02m 12s [ 164 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h04:10 +00h 04m 10s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h08:22 +00h 02m 32s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h10:57 +00h 04m 49s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h15:48 +00h 03m 49s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h19:39 +00h 01m 36s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h21:17 +00h 01m 27s [ 118 tests]	0	0

gtx	cupy		1	2-1500	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h22:46 +00h 01m 02s [ 299 tests]	0	0

gtx	cupy		2	2-1024 (N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h23:50 +00h 01m 30s [ 245 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h25:23 +00h 03m 10s [ 165 tests]	0	0

gtx	cupy		1	2-4096	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h28:35 +00h 00m 51s [ 489 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h29:28 +00h 01m 16s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h30:46 +00h 01m 32s [ 165 tests]	0	0

gtx	cupy		1	2-4096	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h32:20 +00h 00m 51s [ 489 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h33:12 +00h 01m 16s [ 349 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h34:30 +00h 01m 32s [ 165 tests]	0	0

gtx	cupy		1	3-4096	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h36:04 +00h 01m 10s [ 488 tests]	0	0

gtx	cupy		2	3-2047 (N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h37:16 +00h 01m 39s [ 348 tests]	0	0

gtx	cupy		3	3-500 (N,N,N)	2,3,5,7,11,13	float32	inplace	True	1	2023-07-03 15h38:57 +00h 01m 49s [ 164 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	out-of-place	Auto	0	2023-07-03 15h40:48 +00h 04m 01s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	0	2023-07-03 15h44:52 +00h 02m 29s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	0	2023-07-03 15h47:23 +00h 10m 27s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	out-of-place	Auto	0	2023-07-03 15h57:58 +00h 03m 44s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	0	2023-07-03 16h01:48 +00h 01m 34s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	Auto	0	2023-07-03 16h03:24 +00h 01m 59s [ 118 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float64	out-of-place	Auto	0	2023-07-03 16h05:25 +00h 04m 22s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	0	2023-07-03 16h09:49 +00h 04m 24s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	0	2023-07-03 16h14:15 +00h 35m 13s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float64	out-of-place	Auto	0	2023-07-03 16h49:31 +00h 04m 03s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	0	2023-07-03 16h53:37 +00h 01m 54s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float64	out-of-place	Auto	0	2023-07-03 16h55:33 +00h 06m 24s [ 118 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	inplace	Auto	0	2023-07-03 17h01:59 +00h 04m 02s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	inplace	Auto	0	2023-07-03 17h06:03 +00h 02m 29s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	inplace	Auto	0	2023-07-03 17h08:34 +00h 04m 41s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	inplace	Auto	0	2023-07-03 17h13:17 +00h 03m 43s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	inplace	Auto	0	2023-07-03 17h17:02 +00h 01m 34s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	inplace	Auto	0	2023-07-03 17h18:38 +00h 01m 26s [ 118 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float64	inplace	Auto	0	2023-07-03 17h20:05 +00h 04m 25s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float64	inplace	Auto	0	2023-07-03 17h24:37 +00h 03m 27s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float64	inplace	Auto	0	2023-07-03 17h28:06 +00h 14m 00s [ 168 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float64	inplace	Auto	0	2023-07-03 17h42:11 +00h 04m 07s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float64	inplace	Auto	0	2023-07-03 17h46:21 +00h 01m 56s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float64	inplace	Auto	0	2023-07-03 17h48:20 +00h 02m 59s [ 118 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	out-of-place	True	0	2023-07-03 17h51:23 +00h 04m 10s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	out-of-place	True	0	2023-07-03 17h55:38 +00h 02m 32s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	True	0	2023-07-03 17h58:13 +00h 10m 34s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	out-of-place	True	0	2023-07-03 18h08:49 +00h 03m 46s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	out-of-place	True	0	2023-07-03 18h12:37 +00h 01m 37s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	out-of-place	True	0	2023-07-03 18h14:17 +00h 01m 59s [ 118 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	inplace	True	0	2023-07-03 18h16:17 +00h 04m 09s [ 1847 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	inplace	True	0	2023-07-03 18h20:28 +00h 02m 33s [ 512 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	inplace	True	0	2023-07-03 18h23:03 +00h 04m 45s [ 175 tests]	0	0

gtx	cupy		1	2-100000	2,3,5,7,11,13	float32	inplace	True	0	2023-07-03 18h27:50 +00h 03m 48s [ 1420 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	2,3,5,7,11,13	float32	inplace	True	0	2023-07-03 18h31:40 +00h 01m 36s [ 368 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	2,3,5,7,11,13	float32	inplace	True	0	2023-07-03 18h33:18 +00h 01m 27s [ 118 tests]	0	0

gtx	cupy		1	2-10000	Bluestein	float32	out-of-place	Auto	1	2023-07-03 18h34:47 +00h 45m 05s [ 9267 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 20h07:54 +00h 47m 05s [ 374 tests]	0	0

gtx	cupy		1	2-10000	Bluestein	float32	out-of-place	Auto	1	2023-07-03 20h55:03 +00h 21m 06s [ 4463 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 21h16:15 +00h 18m 27s [ 1882 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 21h34:44 +00h 05m 21s [ 157 tests]	0	0

gtx	cupy		1	2-1500	Bluestein	float32	out-of-place	Auto	1	2023-07-03 21h40:07 +00h 03m 57s [ 1200 tests]	0	0

gtx	cupy		2	2-1024 (N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 21h44:08 +00h 04m 39s [ 778 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 21h48:50 +00h 08m 45s [ 334 tests]	0	0

gtx	cupy		1	2-3000	Bluestein	float32	out-of-place	Auto	1	2023-07-03 21h57:38 +00h 10m 19s [ 2579 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 22h08:02 +00h 13m 09s [ 1697 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 22h21:14 +00h 08m 34s [ 334 tests]	0	0

gtx	cupy		1	2-3000	Bluestein	float32	out-of-place	Auto	1	2023-07-03 22h29:52 +00h 10m 21s [ 2579 tests]	0	0

gtx	cupy		2	2-2047 (N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 22h40:17 +00h 13m 07s [ 1697 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 22h53:28 +00h 08m 33s [ 334 tests]	0	0

gtx	cupy		1	3-3000	Bluestein	float32	out-of-place	Auto	1	2023-07-03 23h02:05 +00h 11m 55s [ 2579 tests]	0	0

gtx	cupy		2	3-2047 (N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 23h14:04 +00h 15m 23s [ 1697 tests]	0	0

gtx	cupy		3	3-500 (N,N,N)	Bluestein	float32	out-of-place	Auto	1	2023-07-03 23h29:29 +00h 09m 00s [ 334 tests]	0	0

gtx	cupy		1	2-10000	Bluestein	float64	out-of-place	Auto	1	2023-07-03 23h38:31 +00h 48m 15s [ 9267 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 00h26:50 +01h 23m 53s [ 3987 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 01h50:47 +02h 42m 56s [ 374 tests]	0	0

gtx	cupy		1	2-10000	Bluestein	float64	out-of-place	Auto	1	2023-07-04 04h33:49 +00h 23m 53s [ 4463 tests]	0	0

gtx	cupy		2	2-4500 (N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 04h57:45 +00h 22m 44s [ 1882 tests]	0	0

gtx	cupy		3	2-550 (N,N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 05h20:33 +00h 19m 10s [ 157 tests]	0	0

gtx	cupy		1	2-760	Bluestein	float64	out-of-place	Auto	1	2023-07-04 05h39:48 +00h 01m 40s [ 550 tests]	0	0

gtx	cupy		2	2-512 (N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 05h41:30 +00h 01m 50s [ 343 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 05h43:22 +00h 25m 10s [ 334 tests]	0	0

gtx	cupy		1	2-1500	Bluestein	float64	out-of-place	Auto	1	2023-07-04 06h08:37 +00h 04m 32s [ 1200 tests]	0	0

gtx	cupy		2	2-1024 (N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 06h13:15 +00h 05m 25s [ 778 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 06h18:46 +00h 22m 59s [ 334 tests]	0	0

gtx	cupy		1	2-1500	Bluestein	float64	out-of-place	Auto	1	2023-07-04 06h41:52 +00h 04m 30s [ 1200 tests]	0	0

gtx	cupy		2	2-1024 (N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 06h46:28 +00h 05m 27s [ 778 tests]	0	0

gtx	cupy		3	2-500 (N,N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 06h52:01 +00h 22m 55s [ 334 tests]	0	0

gtx	cupy		1	3-1500	Bluestein	float64	out-of-place	Auto	1	2023-07-04 07h15:04 +00h 05m 11s [ 1200 tests]	0	0

gtx	cupy		2	3-1024 (N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 07h20:20 +00h 06m 31s [ 778 tests]	0	0

gtx	cupy		3	3-500 (N,N,N)	Bluestein	float64	out-of-place	Auto	1	2023-07-04 07h26:57 +00h 23m 15s [ 334 tests]	0	0