
----------------------------------------------Summary-----------------------------------------------
batch_size_per_gpu: 1
seq_len: 512
tp_size: 2
pp_size: 1
num_tokens_to_generate: 32
use_kv_cache: True
kv_cache_memory_per_gpu: 713.03 MB
kv_cache_latency: 699.39 us
layernorm_dtype_bytes: 2
embedding_memory_per_gpu: 262.14 MB
weight_memory_per_gpu: 64.69 GB
prefill_max_batch_size_per_gpu: 1
prefill_activation_memory_per_gpu: 9.4 GB
prefill_num_flops_fwd_total: 66.93 T
decode_max_batch_size_per_gpu: 21
decode_activation_memory_per_gpu: 13.12 MB
decode_num_flops_fwd_total: 129.38 G
prefill_latency: 113.33 ms
prefill_latency_fwd_attn: 36.34 ms
prefill_latency_fwd_mlp: 70.48 ms
prefill_latency_fwd_layernorm: 1.32 ms
prefill_latency_fwd_tp_comm: 4.47 ms
prefill_latency_fwd_input_embedding: 285.09 us
prefill_latency_fwd_output_embedding_loss: 430.19 us
decode_latency: 33.85 ms
decode_latency_fwd_attn: 10.53 ms
decode_latency_fwd_mlp: 21.07 ms
decode_latency_fwd_layernorm: 2.57 us
decode_latency_fwd_tp_comm: 1.28 ms
decode_latency_fwd_input_embedding: 265.13 us
decode_latency_fwd_output_embedding_loss: 0.84 us
total_decode_latency: 1.08 s
total_latency: 1.2 s
total_per_token_latency: 37.39 ms
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