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connorgoggins/embedding_fix_individual_cpu_5_warmup_5_runs.md Secret

Created February 14, 2020 23:23
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embedding_fix_individual_cpu_5_warmup_5_runs.md

Script:

from mxnet import nd
from benchmark.opperf.utils.benchmark_utils import run_performance_test

print(run_performance_test(nd.Embedding, run_backward=False, inputs=[{'data': (2**32,1), 'weight': (2**32,1), 'input_dim': 2**32, 'output_dim': 1}], warmup=5, runs=5))

Output:

INFO:root:Begin Benchmark - Embedding
INFO:root:Complete Benchmark - Embedding
[{'Embedding': [{'inputs': {'data': (4294967296, 1), 'weight': (4294967296, 1), 'input_dim': 4294967296, 'output_dim': 1}, 'max_storage_mem_alloc_cpu/0': 24696062.0, 'avg_time_forward_Embedding': 2051.3845}]}]
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