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c0a2ac4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 | import matplotlib.pyplot as plt
def save_latency_chart(results, filename):
models = [
item["model"]
for item in results
]
latency = [
item["latency_ms"]
for item in results
]
plt.figure(figsize=(8, 5))
plt.bar(
models,
latency
)
plt.xlabel(
"Model"
)
plt.ylabel(
"Latency (ms)"
)
plt.title(
"Model Latency Comparison"
)
plt.xticks(
rotation=45
)
plt.tight_layout()
plt.savefig(
filename
)
plt.close()
def save_throughput_chart(results, filename):
models = [
item["model"]
for item in results
]
throughput = [
item["throughput"]
for item in results
]
plt.figure(figsize=(8, 5))
plt.bar(
models,
throughput
)
plt.xlabel(
"Model"
)
plt.ylabel(
"Samples / Second"
)
plt.title(
"Model Throughput Comparison"
)
plt.xticks(
rotation=45
)
plt.tight_layout()
plt.savefig(
filename
)
plt.close()
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