fix a bug when calculating neuron_cap before invoking the solver
#231
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For example, in ReluLLaMA-7B, NVIDIA GeForce RTX 2080 Ti 11264MiB; ffn_up,ffn_gate,ffn_down all are [4096,11008]; `env CUDA_VISIBLE_DEVICES=0 ./build/bin/main -m ./ReluLLaMA-7B/llama-7b-relu.powerinfer.gguf -n 128 -t 8 -p "Once upon a time"` - before revising: `slice_size=22016` `vram_bytes_per_slice=99072` `vram_allocatable_bytes=4212178944` `neuron_cap=170064` - after revising: `slice_size=8192` `vram_bytes_per_slice=24576` `vram_allocatable_bytes=4212178944` `neuron_cap=171394`
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For example,
ReluLLaMA-7B; NVIDIA GeForce RTX 2080 Ti 11264MiB;
ffn_up,ffn_gate,ffn_down_tall are[4096,11008];A neuron should be
[4096,1]not[1,11008].when
env CUDA_VISIBLE_DEVICES=0 ./build/bin/main -m ./ReluLLaMA-7B/llama-7b-relu.powerinfer.gguf -n 128 -t 8 -p "Once upon a time":before revising:
slice_size=22016vram_bytes_per_slice=99072vram_allocatable_bytes=4212178944neuron_cap=170064after revising:
slice_size=8192vram_bytes_per_slice=24576vram_allocatable_bytes=4212178944neuron_cap=171394