(self)
| 64 | self.assertTrue(max_diff < self.threshold[args_dict['data_type']]) |
| 65 | |
| 66 | def test_batch_fp16(self): |
| 67 | args_dict = copy.deepcopy(self.common_args_dict) |
| 68 | args_dict['data_type'] = 'fp16' |
| 69 | |
| 70 | for batch in [1, 8, 64, 128]: |
| 71 | args_dict['batch_size'] = batch |
| 72 | |
| 73 | os.system("./bin/bert_gemm {} {} {} {} {} 0 > .tmp.gemm.log && cat gemm_config.in".format(args_dict['batch_size'], args_dict['seq_len'], |
| 74 | args_dict['head_num'], args_dict['head_size'], |
| 75 | args_dict['data_type'] == 'fp16')) |
| 76 | max_diff = bert_example(args_dict) |
| 77 | sys.stdout.flush() |
| 78 | self.assertTrue(max_diff < self.threshold[args_dict['data_type']]) |
| 79 | max_diff = encoder_example(args_dict) |
| 80 | sys.stdout.flush() |
| 81 | self.assertTrue(max_diff < self.threshold[args_dict['data_type']]) |
| 82 | |
| 83 | def test_hidden_fp32(self): |
| 84 | args_dict = copy.deepcopy(self.common_args_dict) |
nothing calls this directly
no test coverage detected