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[SYCL] Fix SYCL im2col and convert Overflow with Large Dims (#9052)

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* sycl: fix im2col overflow and sync with cuda

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>

* sycl: fix convert overflow

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>

* sycl: fix convert and dequantize

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>

* sycl: fix ib in dmmv

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>

* sycl:refine convert

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>

* sycl: move downsample global_range into common

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>

* test: add im2col and convert test cases

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>

* test: make new cases only in sycl

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>

* test: comment new test_cases for only local testing

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>

---------

Signed-off-by: zhentaoyu <zhentao.yu@intel.com>
This commit is contained in:
zhentaoyu 2024-08-20 23:06:51 +08:00 • committed by GitHub
parent 90db8146d5
commit 4f8d19ff17
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11 changed files with 333 additions and 262 deletions
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11
ggml/src/ggml-sycl/common.cpp
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@ -51,3 +51,14 @@ void ggml_sycl_host_free(void* ptr) try {
<< ", line:" << __LINE__ << std::endl;
std::exit(1);
}
int64_t downsample_sycl_global_range(int64_t accumulate_block_num, int64_t block_size) {
const int64_t max_range = std::numeric_limits<int>::max();
int64_t sycl_down_blk_size = block_size;
int64_t global_range = accumulate_block_num * sycl_down_blk_size;
while(global_range > max_range) {
sycl_down_blk_size /= 2;
global_range = accumulate_block_num * sycl_down_blk_size;
}
return sycl_down_blk_size;
}