(self)
| 138 | self.assertTrue(max_diff < threshold_tmp[args_dict['data_type']]) |
| 139 | |
| 140 | def test_seqlen_fp16(self): |
| 141 | args_dict = copy.deepcopy(self.common_args_dict) |
| 142 | args_dict['data_type'] = 'fp16' |
| 143 | |
| 144 | for seqlen in [32, 130, 511, 1024, 1536]: |
| 145 | args_dict['seq_len'] = seqlen |
| 146 | if seqlen == 1536: |
| 147 | args_dict['layer_num'] = 6 |
| 148 | |
| 149 | os.system("./bin/bert_gemm {} {} {} {} {} 0 > .tmp.gemm.log && cat gemm_config.in".format(args_dict['batch_size'], args_dict['seq_len'], |
| 150 | args_dict['head_num'], args_dict['head_size'], |
| 151 | args_dict['data_type'] == 'fp16')) |
| 152 | max_diff = bert_example(args_dict) |
| 153 | sys.stdout.flush() |
| 154 | self.assertTrue(max_diff < self.threshold[args_dict['data_type']]) |
| 155 | max_diff = encoder_example(args_dict) |
| 156 | sys.stdout.flush() |
| 157 | self.assertTrue(max_diff < self.threshold[args_dict['data_type']]) |
| 158 | |
| 159 | if __name__ == "__main__": |
| 160 | unittest.main() |
nothing calls this directly
no test coverage detected