Philippe Tillet
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4bc5758a22
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[general] some cleaning:
* trans/dot -> peephole
* isel -> added function for tile-level lowering
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2019-08-12 21:15:21 -07:00 |
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Philippe Tillet
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1400d960a6
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[auto-tuning] much smaller parameters space
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2019-08-12 21:15:21 -07:00 |
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Philippe Tillet
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fd49cdc92b
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[dnn][blocksparse] added dw code
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2019-08-08 19:15:35 -07:00 |
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Philippe Tillet
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f93099bda1
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[codegen][transform][trans] fixed incorrect replace_all_uses_with
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2019-08-07 21:50:16 -07:00 |
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Philippe Tillet
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7578c27d3d
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[general][filesystem] added structure and namespace to code generation files
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2019-08-07 21:17:17 -07:00 |
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Philippe Tillet
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392b55280d
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[codegen] some cleaning for batched matmul
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2019-08-07 21:17:17 -07:00 |
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Philippe Tillet
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7b75b68edc
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dirty but working warp-splitting
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2019-08-06 21:07:13 -07:00 |
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Philippe Tillet
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494bfa7671
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didn't break correctness of existing HMMA
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2019-08-06 17:34:00 -07:00 |
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Philippe Tillet
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46e9863ebe
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better fp16 support for dot
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2019-08-06 17:19:13 -07:00 |
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Philippe Tillet
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0e201e18ff
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fixed simple FP16 test
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2019-08-06 17:14:16 -07:00 |
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Philippe Tillet
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6c39cdbace
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making sure changes didn't break HMMA
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2019-08-06 16:48:53 -07:00 |
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Philippe Tillet
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cf256a636c
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fixup
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2019-08-06 16:44:16 -07:00 |
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Philippe Tillet
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5efdb7978e
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more improvements and regressions
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2019-08-06 16:21:20 -07:00 |
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Philippe Tillet
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26c9849462
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[ir][instructions] added permutations option for trans
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2019-08-05 21:19:13 -07:00 |
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Philippe Tillet
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d62e581ab3
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basic split-k across warps working for GEMM
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2019-08-05 19:33:28 -07:00 |
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Philippe Tillet
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899b2b72e1
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simple constexpr
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2019-08-05 13:06:56 -07:00 |
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Philippe Tillet
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d869d9a924
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[codegen][selection] more flexible instruction selection for reduce_inst
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2019-08-04 16:34:36 -07:00 |
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Philippe Tillet
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6be532c6a2
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[codegen][selection] adding support for reduction along arbitrary axis
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2019-08-02 21:29:36 -07:00 |
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Philippe Tillet
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d9945692a9
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[dnn] better specification of recompilation key
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2019-08-02 17:42:48 -07:00 |
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Philippe Tillet
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3b92ddf7e6
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[codegen/reassociation] now recursively takes pointer arguments into account as well
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2019-07-31 18:41:56 -07:00 |
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Philippe Tillet
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f7bd976fc7
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[dnn/blocksparse] added heuristics for block-sparse dot
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2019-07-31 17:12:36 -07:00 |
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Philippe Tillet
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bb32ac56c9
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[codegen/optimize_dce.cpp] fixed bugs whereby barriers were removed by DCE
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2019-07-31 15:11:10 -07:00 |
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Philippe Tillet
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5af7e5adac
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Made sure it works for FP16
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2019-07-30 20:02:16 -07:00 |
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Philippe Tillet
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080bf1af88
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[dnn/blocksparse/dot]: BlocksparseDx also working
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2019-07-30 11:42:31 -07:00 |
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Philippe Tillet
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dc11f70fad
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[dnn/blocksparse] FPROP test passes!
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2019-07-29 17:06:20 -07:00 |
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Philippe Tillet
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17cb2db356
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[dnn/blocksparse/dot] prototype version seems to pass basic test
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2019-07-27 21:21:36 -07:00 |
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Philippe Tillet
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2a377bc8b1
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[ir] deleted mask/merge instructions; will be replaced by masked_load/store and select
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2019-07-25 15:06:15 -07:00 |
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Philippe Tillet
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6ce82dfcdb
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FINALLY
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2019-07-23 22:19:57 -07:00 |
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Philippe Tillet
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b7fadb9986
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more stuff
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2019-07-23 21:22:47 -07:00 |
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Philippe Tillet
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397d76156b
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progress on re-association
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2019-07-23 17:21:24 -07:00 |
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Philippe Tillet
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38b3771c26
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some reassociation
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2019-07-23 14:43:18 -07:00 |
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Philippe Tillet
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c448876178
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better benchmarking
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2019-07-22 19:26:12 -07:00 |
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Philippe Tillet
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ead368d1ed
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[general] a bunch of fixes in anticipation of proper triton vs cudnn
benchmarks
* DNN: Added partial auto-tuning mode and skeleton for heuristics
* Examples: Moduralized benchmarking and now evaluating ResNet-18 shapes
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2019-07-21 20:17:56 -07:00 |
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Philippe Tillet
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b1d81a5802
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more work on heuristics
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2019-07-21 18:11:54 -07:00 |
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Philippe Tillet
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484e3871cf
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[dnn/shift] added base pointer for a, b
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2019-07-20 23:00:27 -07:00 |
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Philippe Tillet
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d159455f7b
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[codegen/alignment_info] better alignment information
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2019-07-20 21:44:18 -07:00 |
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Philippe Tillet
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28c250216c
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[dnn/gemm] added some bounds checking
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2019-07-19 21:32:55 -07:00 |
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Philippe Tillet
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5215fb0424
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[codegen] some more optimizations
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2019-07-19 20:29:03 -07:00 |
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Philippe Tillet
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71594da66f
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[dnn/gemm]: fixed leading dimension in transposed variants
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2019-07-18 16:35:48 -07:00 |
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Philippe Tillet
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f0d8306437
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[codegen/alignment_info] better handling of constants
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2019-07-18 16:12:06 -07:00 |
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Philippe Tillet
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86f70f8224
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[codegen/selection] performance fix-up when A is transposed for hmma
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2019-07-17 21:46:23 -07:00 |
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Philippe Tillet
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2f0817b2cd
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[codegen/selection] tensor cores now used for transposed layotus
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2019-07-17 17:20:38 -07:00 |
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Philippe Tillet
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bfa39b8992
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preparing the field for tensor cores transposes
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2019-07-17 13:20:33 -07:00 |
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Philippe Tillet
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d2e116d057
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testing GEMM
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2019-07-17 12:38:30 -07:00 |
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Philippe Tillet
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791c91ee63
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[dnn/shift] bugfix in static shape division
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2019-07-17 11:39:17 -07:00 |
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Philippe Tillet
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a55b098e88
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[dnn/shift] now using constant divisions
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2019-07-16 21:05:21 -07:00 |
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Philippe Tillet
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07c964919c
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[dnn/shift] now strictly only shifting the interior
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2019-07-16 20:18:48 -07:00 |
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Philippe Tillet
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ec24e1e7df
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trying to remove interior logic
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2019-07-16 18:47:50 -07:00 |
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Philippe Tillet
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5f6dd23fc2
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[dnn/dot] reverted back to peak tensorcores performance
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2019-07-16 16:14:58 -07:00 |
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Philippe Tillet
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164d85077f
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more stuff
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2019-07-16 15:03:53 -07:00 |
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