
----------------------------------------------Summary-----------------------------------------------
batch_size_per_gpu: 1
seq_len: 512
tp_size: 1
pp_size: 1
num_tokens_to_generate: 32
use_kv_cache: True
kv_cache_memory_per_gpu: 434.5 MB
kv_cache_latency: 426.19 us
layernorm_dtype_bytes: 2
embedding_memory_per_gpu: 425.98 MB
weight_memory_per_gpu: 32.32 GB
prefill_max_batch_size_per_gpu: 8
prefill_activation_memory_per_gpu: 5.32 GB
prefill_num_flops_fwd_total: 33.3 T
decode_max_batch_size_per_gpu: 107
decode_activation_memory_per_gpu: 7.19 MB
decode_num_flops_fwd_total: 64.22 G
prefill_latency: 54.38 ms
prefill_latency_fwd_attn: 18.12 ms
prefill_latency_fwd_mlp: 34.9 ms
prefill_latency_fwd_layernorm: 802.25 us
prefill_latency_fwd_tp_comm: 0.0 us
prefill_latency_fwd_input_embedding: 208.92 us
prefill_latency_fwd_output_embedding_loss: 349.53 us
decode_latency: 16.28 ms
decode_latency_fwd_attn: 5.22 ms
decode_latency_fwd_mlp: 10.43 ms
decode_latency_fwd_layernorm: 1.57 us
decode_latency_fwd_tp_comm: 0.0 us
decode_latency_fwd_input_embedding: 208.92 us
decode_latency_fwd_output_embedding_loss: 0.68 us
total_decode_latency: 521.08 ms
total_latency: 575.46 ms
total_per_token_latency: 17.98 ms
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