diff --git a/benchmarks/README.md b/benchmarks/README.md index cc39ff8..3597ceb 100644 --- a/benchmarks/README.md +++ b/benchmarks/README.md @@ -1,4 +1,4 @@ -# Vollo Model Zoo Benchmarks (version 27.0.0) +# Vollo Model Zoo Benchmarks (version 27.0.1) Compute latency for an approximately 1-million parameter model. @@ -8,8 +8,8 @@ Note: These latencies are from a (near cycle-accurate) software model but withou | Model | Latency (us) | Latency contiguous (us) | Metadata | | ----- | ------------ | ------------------------ | -------- | -| wavenet | 2.64 | 2.76 | layers=4, blocks=1, hidden=198 | -| tcn | 1.14 | 1.52 | inputs=1, kernel=3, channels=[256, 256, 256] | +| wavenet | 2.60 | 2.70 | layers=4, blocks=1, hidden=198 | +| tcn | 1.12 | 1.51 | inputs=1, kernel=3, channels=[256, 256, 256] | | ssm | 0.81 | 0.89 | dim=576, hidden=448 | | slp | 0.86 | 0.87 | input=1024, output=1024, activation=ReLU | | resmlp | 6.83 | 6.83 | dim=160, patches=9, layers=5, activation=ReLU | @@ -28,8 +28,8 @@ Note: These latencies are from a (near cycle-accurate) software model but withou | Model | Latency (us) | Latency contiguous (us) | Metadata | | ----- | ------------ | ------------------------ | -------- | -| wavenet | 2.90 | 3.04 | layers=4, blocks=1, hidden=198 | -| tcn | 1.25 | 1.67 | inputs=1, kernel=3, channels=[256, 256, 256] | +| wavenet | 2.86 | 2.97 | layers=4, blocks=1, hidden=198 | +| tcn | 1.24 | 1.66 | inputs=1, kernel=3, channels=[256, 256, 256] | | ssm | 0.89 | 0.98 | dim=576, hidden=448 | | slp | 0.95 | 0.95 | input=1024, output=1024, activation=ReLU | | resmlp | 7.51 | 7.52 | dim=160, patches=9, layers=5, activation=ReLU | @@ -48,8 +48,8 @@ Note: These latencies are from a (near cycle-accurate) software model but withou | Model | Latency (us) | Latency contiguous (us) | Metadata | | ----- | ------------ | ------------------------ | -------- | -| wavenet | 3.06 | 3.12 | layers=4, blocks=1, hidden=198 | -| tcn | 1.31 | 1.70 | inputs=1, kernel=3, channels=[256, 256, 256] | +| wavenet | 3.02 | 3.13 | layers=4, blocks=1, hidden=198 | +| tcn | 1.30 | 1.70 | inputs=1, kernel=3, channels=[256, 256, 256] | | ssm | 0.87 | 0.96 | dim=576, hidden=448 | | slp | 0.91 | 0.91 | input=1024, output=1024, activation=ReLU | | resmlp | 12.40 | 12.40 | dim=160, patches=9, layers=5, activation=ReLU | @@ -82,14 +82,14 @@ Note: These latencies are from a (near cycle-accurate) software model but withou | lstm | 0.59 | 0.61 | layers=2, hidden_size=250 | | gru | 0.70 | 1.09 | fp32=False, input=512, hidden=384, layers=1 | | ffn-swiglu | 1.23 | 1.24 | dim=288, hidden=1152, activation=SwiGLU, fused=True | -| cnn | 1.61 | 3.07 | layers=4, channels=64, kernel_size=64 | +| cnn | 1.61 | 3.06 | layers=4, channels=64, kernel_size=64 | ## Configuration: IA-420f | Model | Latency (us) | Latency contiguous (us) | Metadata | | ----- | ------------ | ------------------------ | -------- | -| wavenet | 3.06 | 3.12 | layers=4, blocks=1, hidden=198 | -| tcn | 1.31 | 1.70 | inputs=1, kernel=3, channels=[256, 256, 256] | +| wavenet | 3.02 | 3.13 | layers=4, blocks=1, hidden=198 | +| tcn | 1.30 | 1.70 | inputs=1, kernel=3, channels=[256, 256, 256] | | ssm | 0.87 | 0.96 | dim=576, hidden=448 | | slp | 0.91 | 0.91 | input=1024, output=1024, activation=ReLU | | resmlp | 12.40 | 12.40 | dim=160, patches=9, layers=5, activation=ReLU | diff --git a/benchmarks/vollo_27.0.1.json b/benchmarks/vollo_27.0.1.json new file mode 100644 index 0000000..c60b423 --- /dev/null +++ b/benchmarks/vollo_27.0.1.json @@ -0,0 +1,6323 @@ +{ + "27.0.1": { + "cnn": { + "V80": [ + { + "Ok": { + "config": "V80", + "param_count": 131584, + "cycle_count": 473, + "latency_spaced": { + "microseconds": 1.5766667127609253 + }, + "latency_contiguous": { + "microseconds": 1.8366667032241821 + }, + "meta": { + "layers": 4, + "channels": 64, + "kernel_size": 8 + } + } + }, + { + "Ok": { + "config": "V80", + "param_count": 524800, + "cycle_count": 473, + "latency_spaced": { + "microseconds": 1.5766667127609253 + }, + 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