[Relay] Fix relay op strategy for cuda dense int8#7586
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icemelon merged 5 commits intoapache:mainfrom Mar 8, 2021
huochaitiantang:fix_cuda_dense_int8_relay_op_strategy
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[Relay] Fix relay op strategy for cuda dense int8#7586icemelon merged 5 commits intoapache:mainfrom huochaitiantang:fix_cuda_dense_int8_relay_op_strategy
icemelon merged 5 commits intoapache:mainfrom
huochaitiantang:fix_cuda_dense_int8_relay_op_strategy
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icemelon
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Could you add a test case for dense uint8 in topi?
… contains dense op (int8 * int8 -> int32)
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It seems that the schedule |
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Thanks @huochaitiantang |
trevor-m
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May 6, 2021
* [Relay] Fix relay op strategy for cuda dense int8 * Remove uint8 && Add autotvm task extraction test for relay graph that contains dense op (int8 * int8 -> int32) * Reformat the code of test case
trevor-m
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May 11, 2021
* [Relay] Fix relay op strategy for cuda dense int8 * Remove uint8 && Add autotvm task extraction test for relay graph that contains dense op (int8 * int8 -> int32) * Reformat the code of test case
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The topi schedule
dense_int8.cudauses dp4a, whose types are int8 * int8 = int32.This PR could ensure that, the quantized dense ops can find the more efficient schedule
dense_int8.cuda, instead ofdense_small_batch.cudaordense_large_batch.cuda.